diff --git a/.github/workflows/extract_daily_facts.yml b/.github/workflows/extract_daily_facts.yml
index ef6ed1d53d0..8f1167830dc 100644
--- a/.github/workflows/extract_daily_facts.yml
+++ b/.github/workflows/extract_daily_facts.yml
@@ -73,16 +73,59 @@ jobs:
             echo "Input file $INPUT_FILE not found, skipping fact briefing generation."
             exit 1
           fi
-      - name: Create permalink for JSON fact file
+      - name: Check extraction quality
+        id: quality_check
+        run: |
+          DAILY_FACT_JSON="the-council/facts/$(date +%Y-%m-%d).json"
+          if [ -f "$DAILY_FACT_JSON" ] && grep -q '"status": "success"' "$DAILY_FACT_JSON"; then
+            echo "quality=success" >> $GITHUB_OUTPUT
+            echo "Extraction succeeded on first attempt."
+          else
+            echo "quality=error" >> $GITHUB_OUTPUT
+            echo "::warning::Extraction produced error stub. Will retry..."
+          fi
+
+      - name: Retry extraction on failure
+        if: steps.quality_check.outputs.quality == 'error'
+        env:
+          OPENROUTER_API_KEY: ${{ secrets.OPENROUTER_API_KEY }}
+        run: |
+          echo "Waiting 30s before retry (different HTTP connection)..."
+          sleep 30
+          INPUT_FILE="${{ steps.aggregate_step.outputs.aggregated_json_file }}"
+          OUTPUT_JSON_FILE="the-council/facts/$(date +%Y-%m-%d).json"
+          OUTPUT_MARKDOWN_FILE="hackmd/facts/$(date +%Y-%m-%d).md"
+
+          python scripts/etl/extract-facts.py -i "$INPUT_FILE" -o "$OUTPUT_JSON_FILE" -md "$OUTPUT_MARKDOWN_FILE"
+
+      - name: Create permalink for JSON fact file (quality-gated)
         run: |
           DAILY_FACT_JSON="the-council/facts/$(date +%Y-%m-%d).json"
           PERMALINK_FACT_JSON="the-council/facts/daily.json"
-          if [ -f "$DAILY_FACT_JSON" ]; then
+          if [ -f "$DAILY_FACT_JSON" ] && grep -q '"status": "success"' "$DAILY_FACT_JSON"; then
             cp "$DAILY_FACT_JSON" "$PERMALINK_FACT_JSON"
+            echo "Updated daily.json permalink."
+          else
+            echo "::warning::Extraction status is not 'success' — keeping previous daily.json to protect downstream workflows."
           fi
 
       - name: Commit updated files
         uses: stefanzweifel/git-auto-commit-action@v5
+
+      - name: Alert on data quality issue
+        if: always()
+        run: |
+          DAILY_FACT_JSON="the-council/facts/$(date +%Y-%m-%d).json"
+          if [ -f "$DAILY_FACT_JSON" ] && grep -q '"status": "error"' "$DAILY_FACT_JSON"; then
+            WEBHOOK_URL="${{ secrets.ALERT_WEBHOOK_URL }}"
+            if [ -n "$WEBHOOK_URL" ]; then
+              curl -s -H "Content-Type: application/json" -d "{
+                \"content\": \"⚠️ **Extract Daily Facts**: Extraction for $(date +%Y-%m-%d) produced an error stub after all retries. Manual intervention may be needed.\"
+              }" "$WEBHOOK_URL" || true
+            fi
+            echo "::warning::Facts extraction produced error stub for $(date +%Y-%m-%d)"
+          fi
+
       - name: Alert on failure
         if: failure()
         uses: ./.github/actions/alert-failure
diff --git a/.gitignore b/.gitignore
index 9e08ea60d41..3c764e925aa 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,6 +8,9 @@ tmp
 .claude/
 .cursor/
 
+# Debug sidecar files (raw LLM responses on extraction failure)
+the-council/facts/.debug/
+
 # Temporary/development files
 council_survey_responses.csv
 facts-july-2025.md
diff --git a/hackmd/facts/2025-02-03.md b/hackmd/facts/2025-02-03.md
index 6dcd13b3e03..3ba9c075ab2 100644
--- a/hackmd/facts/2025-02-03.md
+++ b/hackmd/facts/2025-02-03.md
@@ -1,6 +1,62 @@
 # Fact Briefing: 2025-02-03
 
 ## Overall Summary
-Error: Failed to generate briefing due to LLM or parsing issues.
+The ElizaOS project is undergoing a comprehensive rebranding from AI16Z while simultaneously releasing v0.1.9, which has introduced specific dependency and installation challenges. Significant development focus has shifted toward automated AI news aggregation and the expansion of the plugin ecosystem for TON and MultiversX.
 
-No detailed categories provided.
\ No newline at end of file
+## Key Facts
+
+- Project branding is transitioning from AI16Z to ElizaOS, including the acquisition of the elizaOS Twitter handle.
+- ElizaOS version 0.1.9 was released with reported compatibility issues regarding Solana helpers and Node.js versions other than 23.3.0.
+- PR #3209 introduced the CREATE_POOL action for the MultiversX plugin to enable on-chain liquidity transactions.
+- A TON Plugin was added to the framework supporting NFT collection management, item creation, and metadata changes.
+- The elizas.com website is currently offline, with the team directing users to the GitHub repository for documentation.
+- PR #3146 upgraded OpenAI and Vercel AI packages to resolve errors specifically related to the o1 model series.
+- A news aggregation system is in development to automate ecosystem newsletters by analyzing Discord and X (Twitter) data.
+- External contributors added Google Vertex support to the framework via a new pull request.
+
+## Open Questions
+
+- Can the redis adapter be used in conjunction with postgres adapter?
+- Does folder2knowledge not working?
+- How do I get the current runtime?
+- Will transaction-related technologies from partnerships be shared with DegenAI/Can we use these technologies?
+- How do we plan on reconciling the investment DAO vision with the open source framework vision?
+- Is deepseek working in 1.9?
+- Why is $degenai going down everyday?
+
+## Categories
+
+### Twitter News Highlights
+- The next significant computing era will likely be defined by a new 'wrapper' that makes AI as accessible as the GUI made the PC. (Sentiment: neutral)
+- Explaining a problem to AI tools like Claude/ChatGPT can help crystallize thoughts even if the AI response is flawed. (Sentiment: positive)
+
+### GitHub Updates
+
+#### New Issues/PRs
+- [Issue #3212: Build errors when deploying on render.com](https://github.com/elizaos/eliza/issues/3212) by RectiFlex - Status: open - Significance: Blocks deployment for users on common PaaS providers.
+- [Pull_request #3211: TON Plugin: NFT collection, item creation, metadata change and transfer actions](https://github.com/elizaos/eliza/pull/3211) by mikirov - Status: merged - Significance: Significantly expands NFT capabilities on the TON network.
+- [Issue #3191: Runtime import error in NestJs applications](https://github.com/elizaos/eliza/issues/3191) by keyur555 - Status: open - Significance: Affects developers integrating ElizaOS into existing enterprise frameworks.
+
+#### Overall Focus
+- Concentrated effort on stabilizing the v0.1.9 release through high-volume bug fixes in specific plugins like plugin-0g, plugin-0x, and plugin-agentkit while standardizing linting via Biome.
+
+### Discord Updates
+- **#coders:** Developers are struggling with model providers other than OpenAI (Deepseek, Ollama) and memory consistency across different clients. Node v23.3.0 remains the enforced standard. (Key Participants: RoomTemp IQ, elizaos-bridge-odi, Mr. Stark)
+- **#3d-ai-tv:** Focus on 'Block Tank' simulation production. Technical hurdles include fixing data pipelines from SQLite to JSON and securing full-body animations for judge characters. (Key Participants: SM Sith Lord, boom, jin)
+- **#spartan_holders:** Discussion on DegenAI token performance (90%+ drop) and the lack of visible brand assets like LinkedIn logos. Questions raised regarding benefit share from partnerships. (Key Participants: DorianD, rhota, tigerguo)
+
+### User Feedback
+- Users find GitHub stars/forks to be an insufficient metric for measuring framework success and request a metrics dashboard tracking agent adoption. (Sentiment: mixed)
+- The 'Learn about elizaOS' link on the main framework site is broken, currently leading to a 404/dead end. (Sentiment: negative)
+
+### Strategic Insights
+
+#### Rebranding Friction
+The simultaneous move to rename the project while shipping a major technical update (0.1.9) is causing communication bottlenecks as official links and websites are out of sync.
+
+*Implications/Questions:*
+  - Should the team prioritize site restoration over new plugin releases?
+  - How will the $AI16Z ticker misalignment affect user trust during the name change?
+
+### Market Analysis
+- DegenAI token has experienced a 90% pullback, leading to community concerns about long-term sustainability vs. other AI tokens. (Relevance: DegenAI is the primary showcase of the trading agent framework; its performance is linked to the perceived utility of the codebase.)
\ No newline at end of file
diff --git a/hackmd/facts/2025-04-11.md b/hackmd/facts/2025-04-11.md
index e2de74c8ddf..e8e53b50e5e 100644
--- a/hackmd/facts/2025-04-11.md
+++ b/hackmd/facts/2025-04-11.md
@@ -1,6 +1,66 @@
 # Fact Briefing: 2025-04-11
 
 ## Overall Summary
-Error: Failed to generate briefing due to LLM or parsing issues.
+The community has formally structured ElizaDAO into five working groups while technical focus shifted to stabilizing ElizaOS v2 migration and resolving persistent Discord and Twitter plugin vulnerabilities. Significant GitHub activity included merging circular reference fixes and voice model selection improvements to enhance framework reliability.
 
-No detailed categories provided.
\ No newline at end of file
+## Key Facts
+
+- ElizaDAO established five formal working groups: Community/Governance, Dev/Knowledge, Comms/Social, Partnerships/Outreach, and Tokens/Funding.
+- PR #4266 was merged to implement a safeReplacer function resolving circular reference errors in JSON serialization.
+- PR #4262 replaced text inputs with dropdowns for voice model selection to improve the Agent Settings UI.
+- Users identified that adding 'types': ['node'] to tsconfig.json resolves the 'Dynamic require of child_process' and MongoDB adapter errors.
+- Twitter plugin autonomous posting was found to require setting TWITTER_ENABLE_POST_GENERATION=true in the .env for v2.
+- The SpartanV2 project added the contract address to its account profile and began exploring follower recovery methods.
+- A new deployment issue #4269 was reported regarding Discord bots failing to reply when hosted on Google Cloud Run via Docker.
+- Auto.fun product launch was confirmed as 'imminent' following a previous delay to April 14th.
+
+## Open Questions
+
+- How can I fix the issue where plugin-tee generates the same key regardless of parameters?
+- Is it true that Grayscale is investing in $ELIZA or is the ticker just wrong?
+- May I know why there is a timer in Eliza studio ai that page? Something happen after 4 days later?
+- Is mock-eliza not available in the starter of v1?
+- How to get Eliza OS v2 beta agent running with character card and vector database in Coolify or VPS?
+
+## Categories
+
+### Twitter News Highlights
+- Successful tech founders are noted to have confrontational personalities and a willingness to violate social rules. (Sentiment: neutral)
+- ENS domains are criticized as potential security 'honeypots' for wallet owners. (Sentiment: negative)
+
+### GitHub Updates
+
+#### New Issues/PRs
+- [Pull_request #4266: fix: cyclic error](https://github.com/elizaOS/eliza/pull/4266) by tcm390 - Status: merged - Significance: Resolves a critical serialization crash involving circular references.
+- [Pull_request #4247: feat: message api](https://github.com/elizaos/eliza/pull/4247) by tcm390 - Status: merged - Significance: Introduces a native message API for the platform.
+- [Issue #4269: Discord bot not replying on Google Cloud Run](https://github.com/elizaos/eliza/issues/4269) by jiggyjo11 - Status: open - Significance: Identifies a critical failure in Docker-based cloud deployments.
+
+#### Overall Focus
+- Development is centered on expanding ElizaOS API capabilities for world/room management and refining plugin infrastructure through registry integration.
+
+### Discord Updates
+- **#dao-organization:** Discussions focused on treasury independence and the creation of a DAO charter to balance autonomy with ElizaLabs alignment. (Key Participants: HoneyBadger, vincentpaul, yikesawjeez)
+- **#coders:** Technical troubleshooting regarding version 0.25.9 stability and fixing 'hapi__shot' build errors via TypeScript config changes. (Key Participants: notorious_d_e_v, wookosh, CSC35)
+- **#partners:** Debate over the lack of agent-centric discovery mechanisms in the current Model Context Protocol (MCP) ecosystem. (Key Participants: DorianD, hubert, jin)
+
+### User Feedback
+- Users expressed frustration regarding poor documentation and the lack of working examples for Windows/WSL environments. (Sentiment: negative)
+- Core contributors suggest using 'pnpm' exclusively over npm or bun to avoid recurrent dependency conflicts. (Sentiment: neutral)
+
+### Strategic Insights
+
+#### Decentralized Governance Maturation
+The community consensus shifted toward requiring a separate DAO treasury to ensure true independence from ElizaLabs.
+
+*Implications/Questions:*
+  - How will the DAO manage budget allocations across the five new working groups?
+
+#### MCP Registry Fragmentation
+Multiple registries are emerging for MCP servers, but they lack a unified agent-feedback loop, creating a bottleneck for autonomous agent evaluation.
+
+*Implications/Questions:*
+  - Should the DAO prioritize a whitelabel, agent-centric registry protocol?
+
+### Market Analysis
+- Meme coin trading on Pump.fun maintains a high meta for ‘ChatGPT image-based’ tokens. (Relevance: Drives demand for automated social media and trading agents built on ElizaOS.)
+- Launch of Grok 3 and Grok 3 Mini models with transparent reasoning traces. (Relevance: Provides high-performance, cost-effective LLM targets for ElizaOS integrations.)
\ No newline at end of file
diff --git a/hackmd/facts/2025-07-21.md b/hackmd/facts/2025-07-21.md
index 4d33b84aaf4..b457f497170 100644
--- a/hackmd/facts/2025-07-21.md
+++ b/hackmd/facts/2025-07-21.md
@@ -1,6 +1,58 @@
 # Fact Briefing: 2025-07-21
 
 ## Overall Summary
-Error: Failed to generate briefing due to LLM or parsing issues.
+The elizaOS ecosystem is undergoing a major core modernization with a shift to Bun's native EventTarget while simultaneously managing community concerns regarding AI16Z token governance and X account suspensions. Significant progress was made in standardizing service interfaces and improving the CLI's stability, though persistent issues with the Twitter plugin remain a primary technical debt.
 
-No detailed categories provided.
\ No newline at end of file
+## Key Facts
+
+- Core framework APIs were migrated from Node.js EventEmitter to Bun's native EventTarget to improve performance and compatibility.
+- A standardized service system with a getServicesByType() method was introduced to improve modularity and plugin dependency management.
+- Version 1.2.17 resolved a critical Twitter plugin database insertion error that was causing failures for several users.
+- The AI16Z token contract is not currently open source, and revoking mint authority is pending the development of voting infrastructure.
+- The official elizaOS X (Twitter) account remains suspended, but the team reported receiving an encouraging reply during restoration discussions.
+- The elizaOS framework now supports 53 projects that have moved from MVP to production status.
+- A 'Scenario Runner' feature for agent evaluation via YAML-defined scenarios was initiated with a suite of new GitHub issues.
+- The project migrated terminal interactions to @clack/prompts to provide consistent interactive styling across the CLI.
+
+## Open Questions
+
+- Are we still able to create agents whilst waiting for eli5? Or is the framework all on hold?
+
+## Categories
+
+### GitHub Updates
+
+#### New Issues/PRs
+- [Pull_request #5609: Migrate from EventEmitter to Bun native EventTarget API](https://github.com/elizaos/eliza/pull/5609) by wtfsayo - Status: merged - Significance: Major architectural shift for performance and Bun runtime compatibility.
+- [Issue #5499: Plugin-local-ai failing to load on Windows](https://github.com/elizaos/eliza/issues/5499) by SYMBaiEX - Status: closed - Significance: Representative of a broader effort to resolve Windows-specific platform bugs.
+- [Pull_request #5565: implement service types and standardized interfaces](https://github.com/elizaos/eliza/pull/5565) by wtfsayo - Status: merged - Significance: Resolves long-standing architectural proposal for modular services.
+
+#### Overall Focus
+- Development focused on strengthening project foundations through standardized service types, action chaining, and a complete UI/UX overhaul to match Figma designs.
+- The team implemented automated code quality analysis using Claude to identify dead code, security concerns, and missing test coverage.
+
+### Discord Updates
+- **#discussion:** Discussions centered on the suspension of X accounts, the lack of open-source token contracts, and the limitations of revoking mint authority without a voting system. (Key Participants: Kenk, DorianD, ZzzzHodl)
+- **💻-tech-support:** Technical collaboration focused on Ollama integration for plugin-knowledge and troubleshooting specific database insertion errors in the Twitter plugin. (Key Participants: starlord, sayonara, CJFT)
+
+### User Feedback
+- Users expressed concern over the centralized control of AI16Z tokens due to the unrevoked mint authority. (Sentiment: negative)
+- Community members suggested that product quality and GitHub activity are better metrics for project health than social media presence during the X account suspension. (Sentiment: positive)
+
+### Strategic Insights
+
+#### Platform Dependency Risks
+The ongoing suspension of X accounts and repeated rate-limit issues with the Twitter plugin highlight a critical vulnerability to platform-specific gatekeepers.
+
+*Implications/Questions:*
+  - Should further effort be diverted to decentralized alternatives like Farcaster?
+  - How does account suspension impact the 'sovereignty' of these AI agents?
+
+#### Framework Maturity
+The shift from MVP to production for 53 projects signals elizaOS is moving from an experimental tool to a critical piece of agentic infrastructure.
+
+*Implications/Questions:*
+  - Is the documentation keeping pace with the needs of production-level developers?
+
+### Market Analysis
+- Wintermute whale wallets reportedly hold 7% of EDDY tokens, though direct involvement in the ecosystem is disputed. (Relevance: Significant whale concentration can impact liquidity and community trust in decentralized tokenomics.)
\ No newline at end of file
diff --git a/hackmd/facts/2025-07-22.md b/hackmd/facts/2025-07-22.md
index 98f97f54187..673e72b4d41 100644
--- a/hackmd/facts/2025-07-22.md
+++ b/hackmd/facts/2025-07-22.md
@@ -1,6 +1,53 @@
 # Fact Briefing: 2025-07-22
 
 ## Overall Summary
-Error: Failed to generate briefing due to LLM or parsing issues.
+The project is shifting focus toward protocol-level tokenomics and core framework modernization following the V2 rollout. Major technical efforts include migrating from Node.js EventEmitter to Bun's native EventTarget for performance and standardizing service interfaces to improve modularity.
 
-No detailed categories provided.
\ No newline at end of file
+## Key Facts
+
+- Kenk confirmed the development team is focusing on protocol-level tokenomics now that the V2 rollout is complete.
+- A migration from Node.js EventEmitter to Bun's native EventTarget API was implemented across core APIs to improve performance.
+- A new service architecture was introduced featuring a getServicesByType() method to allow plugins to depend on abstract services.
+- Significant community concern was raised regarding the mint authority of AI16Z tokens and the lack of voting infrastructure to revoke it.
+- The team reported that discussions with X regarding the suspension of the Eliza and Shawn accounts are moving in a positive direction.
+- DorianD confirmed that the AI16Z smart contracts are currently not open source.
+- Critical bug fixes were shipped for the CLI to prevent the incorrect inheritance of .elizadb directories in nested projects.
+- A new plugin-quick-starter template was added to the CLI for streamlined backend-only plugin development.
+
+## Open Questions
+
+- What is the specific timeline for the resolution of the Twitter plugin 'Failed to fetch Home timeline' errors?
+- How will custom plugin schema migrations be handled given the reported DatabaseMigrationService registration issues?
+
+## Categories
+
+### GitHub Updates
+
+#### New Issues/PRs
+- [Pull_request #5609: Migrate from EventEmitter to Bun native EventTarget API](https://github.com/elizaos/eliza/pull/5609) by wtfsayo - Status: merged - Significance: Significant core framework refactor to improve runtime performance and compatibility with Bun.
+- [Pull_request #5565: Implement service types and standardized interfaces](https://github.com/elizaos/eliza/pull/5565) by wtfsayo - Status: merged - Significance: Introduces modularity by allowing plugins to depend on abstract service types.
+- [Issue #38: Twitter plugin failed to fetch Home timeline](https://github.com/elizaos/eliza/issues/38) by Ovodo - Status: open - Significance: A persistent pain point for users of the Twitter integration.
+
+#### Overall Focus
+- Development is currently focused on strengthening project foundations, improving the CLI stability, and modernizing the core framework using Bun-native APIs.
+
+### Discord Updates
+- **discussion:** Debates occurred regarding token transparency and contract control, specifically focusing on mint authority and the non-open-source status of contracts. (Key Participants: DorianD, Kenk, ZzzzHodl)
+- **tech-support:** Technical discussions centered on Ollama integration for plugin-knowledge, with community members contributing code branches to resolve loading issues. (Key Participants: starlord, sayonara)
+
+### User Feedback
+- Users expressed significant concern over the project's centralized control via token mint authority and requested better documentation on governance. (Sentiment: negative)
+
+### Strategic Insights
+
+#### Transition to Protocol-Level Governance
+The move toward protocol-level tokenomics suggests an effort to decentralize and automate ecosystem incentives now that the core infrastructure is stable.
+
+*Implications/Questions:*
+  - Does the current lack of voting infrastructure present a risk to the upcoming tokenomics rollout?
+
+#### Shift toward Bun-native optimization
+The consistent migration to Bun-native APIs (EventTarget, Spawn) indicates a strategic long-term bet on Bun as the primary execution environment over Node.js.
+
+### Market Analysis
+- Community members highlighted that the project previously sustained a $2.4B valuation with the current token structure to alleviate supply concerns. (Relevance: Used to defend the current token architecture amidst supply expansion fears.)
\ No newline at end of file
diff --git a/hackmd/facts/2025-09-23.md b/hackmd/facts/2025-09-23.md
index ca3affb660c..f066b82300e 100644
--- a/hackmd/facts/2025-09-23.md
+++ b/hackmd/facts/2025-09-23.md
@@ -1,6 +1,63 @@
 # Fact Briefing: 2025-09-23
 
 ## Overall Summary
-Error: Failed to generate briefing due to LLM or parsing issues.
+The community focus centeres on the announced token migration from AI16Z to $elizaOS and the discontinuation of the Auto.Fun project. Technical efforts are currently prioritizing a critical Zod dependency conflict and architectural shifts toward decentralizing core components via neural networks.
 
-No detailed categories provided.
\ No newline at end of file
+## Key Facts
+
+- A token migration from AI16Z to $elizaOS was announced following a significant price drop.
+- The Auto.Fun project has been officially sunset and discontinued according to project lead Eric Chen.
+- PR #5994 was opened by 0xbbjoker to resolve a Zod v3/v4 dependency conflict causing CI failures in plugin-knowledge.
+- DegenAI staging version is scheduled for a minor update within two weeks.
+- PR #5987 was merged to standardize the PGLite data directory environment variable in plugin-sql.
+- ElizaOS core developers are exploring a browser end-to-end demo involving plugin-openai and plugin-sql.
+- A security alert was issued by Jin regarding phishing scams targeting Gitcoin and GitHub users.
+
+## Open Questions
+
+- How will the closure of Auto Fun affect ELI5?
+- Are you guys also sunsetting your incubator, Eli5 or is this completely separate from auto.fun?
+- So this means leveraged positions that are currently in loss are fucked, correct?
+- Will tokens in limit orders on Jupiter at prices higher than current price be included in the snapshot?
+- How will users who are providing liquidity in raydium/dlmm etc be included?
+- if i was going to use an old gemini version would i put that in the .env or in the character.json
+- Why isn't each package isolated [regarding dependencies]?
+
+## Categories
+
+### GitHub Updates
+
+#### New Issues/PRs
+- [Pull_request #5994: chore: update zod pckg version](https://github.com/elizaOS/eliza/pull/5994) by 0xbbjoker - Status: open - Significance: Resolves a critical dependency conflict between AI SDK and Zod v3/v4 that is breaking CI.
+- [Pull_request #5987: fix(plugin-sql): standardize PGLite data directory environment variable](https://github.com/elizaOS/eliza/pull/5987) by wtfsayo - Status: merged - Significance: Unified inconsistent environment variable naming for PGLite data storage.
+- [Pull_request #5993: fix(build): improve TypeScript declaration generation and formatting](https://github.com/elizaOS/eliza/pull/5993) by wtfsayo - Status: merged - Significance: Addresses build configuration issues to ensure reliable .d.ts generation.
+
+#### Overall Focus
+- Development is centered on build system stability, TypeScript declaration reliability, and resolving dependency conflicts introduced by upstream SDK updates.
+
+### Discord Updates
+- **#discussion:** Heavy debate regarding the AI16Z to $elizaOS token migration and community concerns over liquidity/leverage holders. (Key Participants: DorianD, 0xfreedom, guilhermehelbig)
+- **#core-devs:** Technical troubleshooting of CI failures caused by Zod v4 requirements in the newer AI SDK; discussion on package isolation. (Key Participants: 0xbbjoker, sayonara, Odilitime)
+- **#partners:** Architectural proposals to move ElizaOS core code into neural networks running on P2P blockchain networks. (Key Participants: DorianD, Odilitime)
+
+### User Feedback
+- Users expressed frustration regarding DegenAI remaining in 'beta' for nearly a year without major updates. (Sentiment: negative)
+- Community members highlighted a lack of transparency and negative management sentiment following the Auto.Fun closure. (Sentiment: negative)
+
+### Strategic Insights
+
+#### Core Tokenomics Pivot
+The migration from AI16Z to $elizaOS represents a fundamental shift in the project's branding and economic structure, likely aimed at distancing from recent price volatility but creating short-term community friction.
+
+*Implications/Questions:*
+  - Does this migration plan account for complex DeFi positions like DLMM or limit orders?
+  - How will this affect the 'generative token network' roadmap?
+
+#### Decentralized Infrastructure Transition
+There is a growing push toward replacing hard-coded logic with neural networks (Tesla-inspired model) to allow users to contribute to a P2P network from home.
+
+*Implications/Questions:*
+  - Is verifiable AI execution without TEEs technologically mature enough for this transition?
+
+### Market Analysis
+- Significant price drop in AI16Z followed immediately by a token migration announcement. (Relevance: Directly impacts community trust and creates urgency for clear migration documentation.)
\ No newline at end of file
diff --git a/hackmd/facts/2026-01-15.md b/hackmd/facts/2026-01-15.md
index 75547840647..45506edcd8d 100644
--- a/hackmd/facts/2026-01-15.md
+++ b/hackmd/facts/2026-01-15.md
@@ -1,6 +1,66 @@
 # Fact Briefing: 2026-01-15
 
 ## Overall Summary
-Error: Failed to generate briefing due to LLM or parsing issues.
+ElizaOS development on January 15 focused on critical framework stability, resolving infinite rebuild loops and environment variable leakage. Simultaneously, the Eliza 2.0 architecture underwent a major simplification by merging the planning and memory plugins directly into the core framework.
 
-No detailed categories provided.
\ No newline at end of file
+## Key Facts
+
+- Shaw merged the planning plugin and extended memory directly into Eliza 2.0 core, activated via flag-based configuration.
+- PR #6361 fixed an infinite rebuild loop in dev-watch mode by modifying the version generation script in packages/cli.
+- Borko resolved an expired Anthropic API key issue in GitHub Actions by creating a separate key for CI/CD workflows.
+- Security was enhanced in PR #6360 by preventing shell environment variables from leaking into plugin loading decisions and agent secrets.
+- Eliza 2.0 transitioned to dynamic component loading to eliminate boilerplate and reduce unused feature overhead.
+- A critical reflection evaluator failure was identified impacting UPDATE_CONTACT operations due to ensureConnection() not being called before saving facts.
+- The core development team deprioritized v2.0.0 work temporarily on January 13 to focus exclusively on cloud infrastructure improvements.
+- API documentation was updated with complete JSON response examples and realistic 200 responses in PR #213.
+- Discord users reported a regression where 'this.runtime.elizaOS.sendMessage' is undefined in the latest version.
+
+## Open Questions
+
+- Why is price mismatching with developments?
+- Is anyone making an elizaos vtuber?
+- What happened to the NDA thing? Any progression?
+- Is the message bus still needed in 2.0?
+- Should development focus switch to 2.0?
+- Do we still need the bootstrap plugin?
+- What is extended memory?
+- Do BOOTSTRAP_KEEP_RESP and BOOTSTRAP_DEFLLMOFF environment variables still work?
+
+## Categories
+
+### GitHub Updates
+
+#### New Issues/PRs
+- [Pull_request #6361: fix: prevent infinite rebuild loop in dev-watch mode](https://github.com/elizaos/eliza/pull/6361) by odilitime - Status: merged - Significance: Stops a critical development blocker where the watch mode entered an endless loop.
+- [Pull_request #6360: fix(cli): prevent shell environment variable leakage into agent secrets](https://github.com/elizaos/eliza/pull/6360) by odilitime - Status: merged - Significance: Critical security fix preventing host environment variables from being exposed as agent secrets.
+- [Issue #43: Discord not working with latest version](https://github.com/elizaos-plugins/plugin-discord/issues/43) by BinaryBluePeach - Status: open - Significance: Regression issue breaking main communication plugin functionality.
+
+#### Overall Focus
+- The focus is currently split between hardening v1 security/stability for the cloud and porting core logic into a simplified v2 architecture.
+
+### Discord Updates
+- **#core-devs:** Shaw announced significant progress on computer use integration and major Eliza 2.0 architectural changes, including merging the planning plugin and enabling dynamic loading. (Key Participants: shaw, 0xbbjoker, Stan)
+- **#discussion:** Focus on voice-controlled AI interface NIKITA and concerns regarding the token's utility in light of a lack of requirement for developer/agent creation. (Key Participants: M I A M I, DorianD, averma)
+- **#coders:** Deep dive into Polymarket auto-trading integration and ongoing Twitter authentication issues on VPS data center IPs. (Key Participants: sedano.npc, ElizaBAO, NintyNine)
+
+### User Feedback
+- Users report that falling out of the top 100 market cap ranking blocks automated index investment flows, hurting the project's sustainability budget. (Sentiment: negative)
+- Community members cited the lack of required token utility for agent creation as a major headwind for price appreciation. (Sentiment: negative)
+
+### Strategic Insights
+
+#### Simplification of Development Onboarding
+By eliminating plugin boilerplate in Eliza 2.0 and setting default UUIDs for rooms, the framework is moving toward a zero-config 'starter' experience to capture non-technical creators.
+
+*Implications/Questions:*
+  - Does this reduce the power of the plugin architecture for advanced users?
+
+#### Voice-First Interaction Shift
+Growing interest in NIKITA and wearable integrations (AR glasses) suggests a market pivot from text-based LLM chats to ambient, voice-commanded agent control.
+
+*Implications/Questions:*
+  - Should the core framework prioritize audio-stream processing over text-processing?
+
+### Market Analysis
+- Alpha Arena results show Grok 4.20 outperforming frontier models like Gemini and GPT5 in real-money trading competitions with a 12% gain. (Relevance: Provides a benchmark for agentic trading logic which the community is currently trying to implement for Polymarket plugins.)
+- Sentiment regarding the $ELIZAOS token is mixed due to a perceived lack of utility for developers despite ongoing technical progress. (Relevance: Affects project funding and community retention.)
\ No newline at end of file
diff --git a/hackmd/facts/2026-01-23.md b/hackmd/facts/2026-01-23.md
index 5b45362d443..3eccb8e1a2a 100644
--- a/hackmd/facts/2026-01-23.md
+++ b/hackmd/facts/2026-01-23.md
@@ -1,6 +1,59 @@
 # Fact Briefing: 2026-01-23
 
 ## Overall Summary
-Error: Failed to generate briefing due to LLM or parsing issues.
+The project is navigating a dual transition: the technical shift toward Eliza V2.0.0 and a core-devs intervention to standardize token launch ethics following a liquidity crisis. While infrastructure stability is improving via API and database fixes, community frustration remains high regarding fragmented token launches and project focus.
 
-No detailed categories provided.
\ No newline at end of file
+## Key Facts
+
+- Shaw established strict rules for developers launching tokens, including a ban on direct token sales and a requirement to burn excess supply (70%) rather than locking it.
+- A developer (cjft) burned 70% of a token supply using sol-incinerator.com following a crisis where 75% was originally bundled by the creator.
+- ElizaOS version 1.7.2 was released to resolve PostgreSQL migration failures and Discord plugin compatibility issues.
+- The Eliza V2.0.0 architecture foundation was initiated, featuring a new dynamic execution engine prototype and Python bridge.
+- A critical security incident was identified where users were asked to send AI16Z tokens to external wallets for migration; support confirmed this as a scam.
+- API index generation and 1,433 contributor profile exports were fixed after resolving a missing SITE_URL in the run-pipelines workflow.
+- The core message service was refactored in ElizaOS to optimize provider handling, reducing multi-step agent action latency.
+- Distributed computation for the Jeju network was proposed, exploring iPhone idle-device utilization and Zero-Knowledge Proof (ZKP) anti-cheating mechanisms.
+
+## Open Questions
+
+- Has agent scarlett been 'terminated'? Is the project over and the scarlett chan useless now?
+- Can I log a ticket somewhere for support on elizacloud errors?
+- What about that hyperscape token funded by Shaw's wallet?
+- Is the cjft token legit?
+- Integration details of the Polymarket plugin into elizacloud agents?
+- Availability of X (formerly Twitter) API key for integrations?
+
+## Categories
+
+### Twitter News Highlights
+- Shaw reaffirmed commitment to the project, emphasizing a focus on technical shipping over purely memetic tokens. (Sentiment: positive)
+- Collaboration between Grimes and Shaw was reported, generating significant community excitement. (Sentiment: positive)
+
+### GitHub Updates
+
+#### New Issues/PRs
+- [Pull_request #6384: V2.0.0: dynamic execution engine](https://github.com/elizaos/eliza/pull/6384) by odilitime - Status: open - Significance: Introduces schema-driven prompt execution with context validation to prevent LLM truncation.
+- [Pull_request #6363: wasm agent runtime](https://github.com/elizaos/eliza/pull/6363) by revlentless - Status: open - Significance: Enables the Rust core to run in browser/Node.js environments via WebAssembly.
+
+#### Overall Focus
+- Development is centered on core decoupling for V2.0.0, improving API reliability, and expanding cross-language support via Python and Rust WebAssembly bindings.
+
+### Discord Updates
+- **#core-devs:** Focus on a tokenomics crisis involving bundled supply. Shaw mandated a fee-based revenue model (2% creator fees) over direct selling. (Key Participants: shaw, cjft, sayonara)
+- **#coders:** Technical troubleshooting for persistent PostgreSQL migration errors and ElizaCloud server exceptions. Neon was identified as a stable database alternative. (Key Participants: 0xbbjoker, DigitalDiva)
+
+### User Feedback
+- Community frustration regarding 'scatterbrained' decision-making and the proliferation of non-core tokens. (Sentiment: negative)
+- High value placed on the '10x technology' of the framework despite concerns over token market performance. (Sentiment: positive)
+
+### Strategic Insights
+
+#### Developer Governance
+The project is shifting from an open-contribution model to a more regulated developer standard for token launches to protect ecosystem liquidity.
+
+*Implications/Questions:*
+  - Will these new developer restrictions deter or attract high-quality builders?
+  - How will the team enforce ethics across decentralized token launches?
+
+### Market Analysis
+- ElizaOS liquidity concerns cited on Solana (110k LP) amid a 70% price decline for associated tokens. (Relevance: Low liquidity and price volatility are creating barriers for institutional investor confidence.)
\ No newline at end of file
diff --git a/hackmd/facts/2026-01-26.md b/hackmd/facts/2026-01-26.md
index 56b1331b746..41834a11408 100644
--- a/hackmd/facts/2026-01-26.md
+++ b/hackmd/facts/2026-01-26.md
@@ -1,6 +1,62 @@
 # Fact Briefing: 2026-01-26
 
 ## Overall Summary
-Error: Failed to generate briefing due to LLM or parsing issues.
+The community is navigating technical advancements in MCP integration and V2.0.0 development alongside significant friction regarding ecosystem tokenomics and persistent security scams targeting token holders.
 
-No detailed categories provided.
\ No newline at end of file
+## Key Facts
+
+- External MCP servers can be registered through the Eliza Cloud API using the POST /api/v1/mcps endpoint to enable agent proxy calls.
+- ElizaOS has a $20M market cap with approximately 8 months of runway remaining as of January 24.
+- The official Discord plugin was updated to version 1.3.8 to resolve audit log permission and private field access errors.
+- The Hyperscape 'GOLD' token was clarified as a presale funding token rather than the main project token which will have fixed tokenomics.
+- Hyperfy announced the shutdown of its legacy hosted platform hyperfy.io effectively April 1, 2026, transitioning to a self-hosted model.
+- A fraudulent 'token migration' bot and technical support messages are targeting ai16z holders to solicit wallet addresses and tokens.
+- Eliza V2.0.0 development is focused on a dynamic execution engine prototype and a Python-based bridge for expanded developer reach.
+
+## Open Questions
+
+- Does anyone know if all these tokens have any impact on ElizaOS or if they are fully independent?
+- Is Twitter using shadcn on its web platform now?
+- Why aren't there more specialized, single-purpose agents being deployed despite the framework's availability?
+
+## Categories
+
+### Twitter News Highlights
+- Twitter web platform has transitioned to using the shadcn UI component library. (Sentiment: neutral)
+- Consultant Vivek is assisting the team in obtaining an enterprise Twitter API key. (Sentiment: positive)
+
+### GitHub Updates
+
+#### New Issues/PRs
+- [Pull_request #6384: V2.0.0: dynamic execution engine](https://github.com/elizaos/eliza/pull/6384) by odilitime - Status: open - Significance: Introduces schema-driven prompt execution and context validation to prevent LLM truncation.
+- [Pull_request #6363: wasm agent runtime](https://github.com/elizaos/eliza/pull/6363) by revlentless - Status: open - Significance: Enables the Rust core to run in browser and Node.js environments via WebAssembly.
+- [Issue #6364: Reflection evaluator fails with 'Entity not found'](https://github.com/elizaos/eliza/issues/6364) by thewoweffect - Status: closed - Significance: Critical fix for contact updates failing due to missing entity initialization.
+
+#### Overall Focus
+- Strategic focus on the V2.0.0 roadmap, including Rust-core WASM compatibility, Python bridges, and modularizing the SQL plugin adapter into domain-specific stores.
+
+### Discord Updates
+- **#coders:** Technical focus on MCP integration with Eliza Cloud and self-hosting strategies. Detailed API guidance provided for registering external servers. (Key Participants: SATA, SOLOMON VANDY, Odilitime)
+- **#discussion:** Heavy debate regarding the 'GOLD' token launch for Hyperscape. Community expressed concern over liquidity management and developer wallet sizes. (Key Participants: shaw, DorianD, sayitaintso25)
+
+### User Feedback
+- Users suggest implementing an airdrop or token-pairing mechanism to link ecosystem projects back to the main $elizaos token value. (Sentiment: mixed)
+- Inquiry regarding the lack of small, specialized 'one-trick pony' agents despite framework availability. (Sentiment: neutral)
+
+### Strategic Insights
+
+#### Ecosystem Funding Conflict
+The team's reliance on new token launches to fund sub-projects (like Hyperscape) is creating a significant rift with holders who expect value accrual to the core token.
+
+*Implications/Questions:*
+  - Will the proposed network-level burn mechanism for game items satisfy investors?
+  - Can the project sustain development with 8 months of runway without secondary launches?
+
+#### Security and Support Automation
+Malicious actors are successfully mimicking 'Support Bots' and ticket systems, indicating a need for verified, hard-coded UI elements for support within the Eliza Cloud platform.
+
+*Implications/Questions:*
+  - Should the team release a 'legitimacy toolkit' for community members to verify official bots?
+
+### Market Analysis
+- Core $elizaos project currently navigating a period of low market performance with only 4 'green days' in the last month. (Relevance: Drives community urgency for monetization strategies and Eliza Cloud launch.)
\ No newline at end of file
diff --git a/hackmd/facts/2026-01-30.md b/hackmd/facts/2026-01-30.md
index e5734c87fa3..9c2b6512d54 100644
--- a/hackmd/facts/2026-01-30.md
+++ b/hackmd/facts/2026-01-30.md
@@ -1,6 +1,55 @@
 # Fact Briefing: 2026-01-30
 
 ## Overall Summary
-Error: Failed to generate briefing due to LLM or parsing issues.
+The project is navigating a phase of architectural expansion through n8n workflow integration and AI routing frameworks, while simultaneously managing community tension regarding token distribution and ETH-chain liquidity issues.
 
-No detailed categories provided.
\ No newline at end of file
+## Key Facts
+
+- A critical message ordering bug was identified in Eliza 1.7.2 where action callbacks execute in reverse order and omit structured return text.
+- The core team is pivoting the architecture to integrate n8n workflow automation as the primary method for connecting services like Gmail and Notion.
+- ElizaOS tokens on the ETH chain experienced a liquidity collapse resulting in 98% losses for users attempting to swap back to ETH/USDT.
+- DorianD proposed 'ElizaRouter,' a distributed routing mechanism using small models like Phi-4 Mini and Mistral 7B to optimize model selection based on query complexity.
+- The 'elizaos create' command failure was resolved by updating the CLI package to the scoped @elizaos/cli version and correcting documentation guides.
+- A new 'Code Execution' plugin was launched, enabling AI agents to write and run code natively to solve problems.
+- Token migration from ai16z to ElizaOS included a 1:10 supply increase, with 40% of the new supply allocated to the team.
+
+## Open Questions
+
+- Are the wallets holding 40% of the supply known and do they have a vesting schedule?
+- Why did the team get 40% when it is open source after the 1:10 token increase?
+- What existing frameworks are available for AI model routing based on prompt complexity?
+- What small open-source models are best for routing decisions?
+- Why are action callbacks in Eliza 1.7.2 executing in reverse order compared to documentation?
+
+## Categories
+
+### GitHub Updates
+
+#### New Issues/PRs
+- [Pull_request #6351: V2.0.0](https://github.com/elizaos/eliza/pull/6351) by lalalune - Status: open - Significance: Major structural overhaul removing non-essentials and focusing on Rust/TypeScript runtime.
+- [Issue #6429: [Plugin] Integrate N8N Workflow Engine](https://github.com/elizaos/eliza/issues/6429) by borisudovicic - Status: open - Significance: Core strategic shift to use n8n for multi-service automation.
+- [Issue #6388: Can not generate project](https://github.com/elizaos/eliza/issues/6388) by Abdulkader-Safi - Status: closed - Significance: Critical blocker for new developers that was fixed by scoping the CLI package.
+
+#### Overall Focus
+- Consolidating the framework into a service platform by stabilizing developer onboarding and expanding agent capabilities via n8n and code execution plugins.
+
+### Discord Updates
+- **#coders:** Technical focus on AI routing systems (ElizaRouter) and debugging callback sequence errors in version 1.7.2. (Key Participants: DorianD, Victor Creed)
+- **#discussion:** High-intensity debate regarding tokenomics, specifically the 40% team allocation and the lack of liquidity on the ETH chain migration. (Key Participants: Odilitime, gby, Sarthak)
+- **#core-devs:** Exploration of Composio for in-chat authentication and social media integration flows. (Key Participants: sam, Stan)
+
+### User Feedback
+- Community frustration over 98% value loss during ETH chain migration and lack of clear token utility beyond Jeju gas fees. (Sentiment: negative)
+- Developers reported successful resolution of project generation errors after following updated CLI installation documentation. (Sentiment: positive)
+
+### Strategic Insights
+
+#### Shift to Workflow-First Architecture
+By integrating n8n instead of building native plugins, the project accelerates its ability to connect with enterprise services like Gmail and Salesforce.
+
+*Implications/Questions:*
+  - Does this dependency on n8n impact the 'fully decentralized' goal for agents?
+  - How will this affect the existing native plugin ecosystem?
+
+### Market Analysis
+- Market analysis predicts a bear market bottom within 6 months, with potential recovery beginning in 2027. (Relevance: Influences project runway planning and timing for upcoming product launches like Babylon and Hyperscape.)
\ No newline at end of file
diff --git a/scripts/etl/aggregate-sources.py b/scripts/etl/aggregate-sources.py
index a9871f8ecee..d6a3dc5b7bc 100755
--- a/scripts/etl/aggregate-sources.py
+++ b/scripts/etl/aggregate-sources.py
@@ -10,6 +10,7 @@
 import json
 import logging
 import subprocess
+import sys
 from datetime import datetime, timedelta, timezone
 from functools import lru_cache
 from pathlib import Path
@@ -38,6 +39,8 @@ def get_repo_info() -> Optional[Dict[str, str]]:
 WORKSPACE_ROOT = SCRIPTS_ROOT.parent  # repository root
 OUTPUT_DIR_BASE = WORKSPACE_ROOT / "the-council" / "aggregated"
 LOG_LEVEL = logging.INFO
+MAX_USER_SUMMARIES_BYTES = 200_000  # ~50K tokens; prevents token explosion in downstream LLM calls
+ESTIMATED_TOKENS_WARNING_THRESHOLD = 100_000
 
 AI_NEWS_ELIZAOS_JSON_DIR = WORKSPACE_ROOT / "ai-news/elizaos/json"  # Contains CDN URLs (json-cdn/ is deprecated)
 AI_NEWS_ELIZAOS_MD_DIR = WORKSPACE_ROOT / "ai-news/elizaos/md"
@@ -182,7 +185,30 @@ def extract_user_summaries(ndjson_file: Path, target_date: datetime.date, days_t
         logging.error(f"Error reading user summaries file {ndjson_file}: {e}")
         return None
     logging.info(f"Extracted {len(relevant_lines)} user summaries.")
-    return "\n".join(relevant_lines) if relevant_lines else None
+    if not relevant_lines:
+        return None
+
+    result = "\n".join(relevant_lines)
+
+    # Cap size to prevent token explosion in downstream LLM calls (e.g. 2026-01-15: 984KB -> 392K tokens)
+    if len(result.encode('utf-8')) > MAX_USER_SUMMARIES_BYTES:
+        original_size = len(result.encode('utf-8'))
+        truncated_lines = []
+        current_size = 0
+        for line in relevant_lines:
+            line_size = len(line.encode('utf-8')) + 1  # +1 for newline
+            if current_size + line_size > MAX_USER_SUMMARIES_BYTES:
+                break
+            truncated_lines.append(line)
+            current_size += line_size
+        result = "\n".join(truncated_lines)
+        logging.warning(
+            f"User summaries truncated from {original_size:,} bytes ({len(relevant_lines)} lines) "
+            f"to {len(result.encode('utf-8')):,} bytes ({len(truncated_lines)} lines) "
+            f"[limit: {MAX_USER_SUMMARIES_BYTES:,} bytes]"
+        )
+
+    return result
 
 def get_target_date(date_str_arg: str = None) -> datetime.date:
     if date_str_arg:
@@ -278,6 +304,7 @@ def main():
         elif isinstance(v, str):
             total_chars += len(v)
 
+    estimated_tokens = total_chars // 4
     final_context["_metadata"] = {
         "generated_at": datetime.now(timezone.utc).isoformat() + "Z",
         "target_date": target_date_str,
@@ -287,9 +314,16 @@ def main():
         "source_keys": sources_with_content,
         "failed_keys": sources_with_errors,
         "total_characters": total_chars,
-        "estimated_tokens": total_chars // 4,  # rough estimate for LLM context planning
+        "estimated_tokens": estimated_tokens,  # rough estimate for LLM context planning
     }
 
+    if estimated_tokens > ESTIMATED_TOKENS_WARNING_THRESHOLD:
+        logging.warning(
+            f"Aggregated data estimated at {estimated_tokens:,} tokens "
+            f"(threshold: {ESTIMATED_TOKENS_WARNING_THRESHOLD:,}). "
+            f"Downstream LLM calls may fail or produce truncated output."
+        )
+
     OUTPUT_DIR_BASE.mkdir(parents=True, exist_ok=True)
     output_file = OUTPUT_DIR_BASE / f"{target_date_str}.json"
     try:
diff --git a/scripts/etl/extract-facts.py b/scripts/etl/extract-facts.py
index b2bb5178012..b0aa93819b3 100644
--- a/scripts/etl/extract-facts.py
+++ b/scripts/etl/extract-facts.py
@@ -13,6 +13,7 @@
 import os
 import sys
 import re # For date parsing from filename
+import time
 import requests
 from typing import Optional
 
@@ -22,6 +23,9 @@
 OPENROUTER_API_KEY = os.environ.get("OPENROUTER_API_KEY")
 OPENROUTER_API_ENDPOINT = "https://openrouter.ai/api/v1/chat/completions"
 LLM_MODEL = "google/gemini-3-flash-preview" # Large 1M+ context window for big aggregated files
+MAX_ATTEMPTS = 2  # Retry once on failure (2 total attempts)
+RETRY_DELAY_SECONDS = 5
+MIN_COMPLETION_TOKENS = 200  # Below this, response is definitely truncated
 SCRIPTS_DIR = Path(__file__).parent.parent
 WORKSPACE_ROOT = SCRIPTS_DIR.parent  # Repository root
 DEFAULT_FACT_EXTRACTION_PROMPT_FILE = SCRIPTS_DIR / "prompts" / "extraction" / "facts.txt"
@@ -596,69 +600,116 @@ def main():
         "extracted_at": datetime.now(timezone.utc).isoformat() + "Z",
     }
     extraction_start_time = datetime.now(timezone.utc)
-    try:
-        response = requests.post(OPENROUTER_API_ENDPOINT, headers=headers, json=llm_payload, timeout=300)
-        response.raise_for_status()
-        llm_response_data = response.json()
-
-        # Capture token usage for cost tracking
-        usage = llm_response_data.get("usage", {})
-        if usage:
-            llm_metadata["prompt_tokens"] = usage.get("prompt_tokens")
-            llm_metadata["completion_tokens"] = usage.get("completion_tokens")
-            llm_metadata["total_tokens"] = usage.get("total_tokens")
-            logging.info(f"LLM Usage - Prompt: {usage.get('prompt_tokens')}, Completion: {usage.get('completion_tokens')}, Total: {usage.get('total_tokens')}")
-
-        content_str = llm_response_data.get("choices", [{}])[0].get("message", {}).get("content", "")
-        
-        if not content_str.strip():
-            logging.error("LLM returned empty content.")
-        else:
-            # Strip Markdown code fences if present
-            if content_str.startswith("```json"):
-                content_str = content_str[len("```json"):]
-            if content_str.startswith("```"):
-                content_str = content_str[len("```"):]
-            if content_str.endswith("```"):
-                content_str = content_str[:-len("```")]
-            content_str = content_str.strip() # Clean up any surrounding whitespace
+    content_str = ""  # Initialize so it's available for debug sidecar on failure
 
-            try:
-                parsed_content = json.loads(content_str)
-                if isinstance(parsed_content, dict) and \
-                   "briefing_date" in parsed_content and \
-                   "overall_summary" in parsed_content and \
-                   "categories" in parsed_content and isinstance(parsed_content["categories"], dict):
-                    llm_output_data = parsed_content
-
-                    # Validate and correct briefing_date if LLM inferred wrong date from content
-                    extracted_date = parsed_content.get('briefing_date')
-                    if extracted_date != target_date_str:
-                        logging.warning(f"LLM extracted wrong date '{extracted_date}', correcting to target date '{target_date_str}'")
-                        llm_output_data['briefing_date'] = target_date_str
-
-                    logging.info(f"Successfully parsed categorized fact briefing from LLM response for date: {llm_output_data.get('briefing_date')}")
-                else:
-                    logging.error(f"LLM response content is not in the expected categorized format. Content: {content_str[:500]}...")
-            except json.JSONDecodeError as e_json:
-                logging.error(f"Failed to parse LLM response content as JSON: {e_json}. Content: {content_str[:500]}...")
-
-    except requests.exceptions.RequestException as e_req:
-        logging.error(f"LLM API request failed: {e_req}")
-    except Exception as e_gen:
-        logging.error(f"Error processing LLM response: {e_gen}")
+    for attempt in range(MAX_ATTEMPTS):
+        attempt_label = f"[attempt {attempt + 1}/{MAX_ATTEMPTS}]"
+        try:
+            response = requests.post(OPENROUTER_API_ENDPOINT, headers=headers, json=llm_payload, timeout=300)
+            response.raise_for_status()
+            llm_response_data = response.json()
+
+            # Capture token usage for cost tracking
+            usage = llm_response_data.get("usage", {})
+            if usage:
+                llm_metadata["prompt_tokens"] = usage.get("prompt_tokens")
+                llm_metadata["completion_tokens"] = usage.get("completion_tokens")
+                llm_metadata["total_tokens"] = usage.get("total_tokens")
+                logging.info(f"{attempt_label} LLM Usage - Prompt: {usage.get('prompt_tokens')}, Completion: {usage.get('completion_tokens')}, Total: {usage.get('total_tokens')}")
+
+                # Completion token sanity check — below threshold means truncated response
+                completion_tokens = usage.get("completion_tokens", 0) or 0
+                if completion_tokens < MIN_COMPLETION_TOKENS:
+                    logging.warning(f"{attempt_label} Completion tokens ({completion_tokens}) below minimum threshold ({MIN_COMPLETION_TOKENS}), likely truncated response. Retrying...")
+                    if attempt < MAX_ATTEMPTS - 1:
+                        time.sleep(RETRY_DELAY_SECONDS)
+                        continue
+                    else:
+                        logging.error(f"{attempt_label} Truncated response on final attempt.")
+
+            content_str = llm_response_data.get("choices", [{}])[0].get("message", {}).get("content", "")
+
+            if not content_str.strip():
+                logging.error(f"{attempt_label} LLM returned empty content.")
+                if attempt < MAX_ATTEMPTS - 1:
+                    time.sleep(RETRY_DELAY_SECONDS)
+                    continue
+            else:
+                # Strip Markdown code fences if present
+                if content_str.startswith("```json"):
+                    content_str = content_str[len("```json"):]
+                if content_str.startswith("```"):
+                    content_str = content_str[len("```"):]
+                if content_str.endswith("```"):
+                    content_str = content_str[:-len("```")]
+                content_str = content_str.strip() # Clean up any surrounding whitespace
+
+                try:
+                    parsed_content = json.loads(content_str)
+                    required_fields = ["briefing_date", "overall_summary", "categories"]
+                    missing_fields = [f for f in required_fields if f not in parsed_content]
+                    categories_valid = isinstance(parsed_content.get("categories"), dict)
+
+                    if isinstance(parsed_content, dict) and not missing_fields and categories_valid:
+                        llm_output_data = parsed_content
+
+                        # Validate and correct briefing_date if LLM inferred wrong date from content
+                        extracted_date = parsed_content.get('briefing_date')
+                        if extracted_date != target_date_str:
+                            logging.warning(f"LLM extracted wrong date '{extracted_date}', correcting to target date '{target_date_str}'")
+                            llm_output_data['briefing_date'] = target_date_str
+
+                        logging.info(f"Successfully parsed categorized fact briefing from LLM response for date: {llm_output_data.get('briefing_date')}")
+                        break  # Success — exit retry loop
+                    else:
+                        if missing_fields:
+                            logging.error(f"{attempt_label} LLM response missing required fields: {missing_fields}. Response preview: {content_str[:1000]}")
+                        if not categories_valid:
+                            logging.error(f"{attempt_label} 'categories' field is not a dict. Type: {type(parsed_content.get('categories'))}. Response preview: {content_str[:1000]}")
+                        if attempt < MAX_ATTEMPTS - 1:
+                            time.sleep(RETRY_DELAY_SECONDS)
+                            continue
+
+                except json.JSONDecodeError as e_json:
+                    logging.error(f"{attempt_label} Failed to parse LLM response as JSON: {e_json}. Response preview: {content_str[:1000]}")
+                    if attempt < MAX_ATTEMPTS - 1:
+                        time.sleep(RETRY_DELAY_SECONDS)
+                        continue
+
+        except requests.exceptions.RequestException as e_req:
+            logging.error(f"{attempt_label} LLM API request failed: {e_req}")
+            if attempt < MAX_ATTEMPTS - 1:
+                time.sleep(RETRY_DELAY_SECONDS)
+                continue
+        except Exception as e_gen:
+            logging.error(f"{attempt_label} Error processing LLM response: {e_gen}")
+            if attempt < MAX_ATTEMPTS - 1:
+                time.sleep(RETRY_DELAY_SECONDS)
+                continue
 
     # Calculate processing duration
     llm_metadata["processing_seconds"] = round((datetime.now(timezone.utc) - extraction_start_time).total_seconds(), 2)
 
     if not llm_output_data:
-        logging.warning("No valid categorized briefing was extracted. The output JSON file might be incomplete or empty.")
+        logging.warning(f"No valid categorized briefing was extracted after {MAX_ATTEMPTS} attempt(s).")
         llm_output_data = {
             "briefing_date": target_date_str,
             "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
             "categories": {}
         }
         llm_metadata["status"] = "error"
+        llm_metadata["attempts"] = MAX_ATTEMPTS
+
+        # Save raw LLM response to debug sidecar file for post-mortem analysis
+        if content_str:
+            debug_dir = WORKSPACE_ROOT / "the-council" / "facts" / ".debug"
+            try:
+                debug_dir.mkdir(parents=True, exist_ok=True)
+                debug_file = debug_dir / f"{target_date_str}.raw.txt"
+                debug_file.write_text(content_str, encoding='utf-8')
+                logging.info(f"Saved raw LLM response ({len(content_str)} chars) to {debug_file}")
+            except Exception as e_debug:
+                logging.warning(f"Could not save debug sidecar: {e_debug}")
     else:
         llm_metadata["status"] = "success"
         # Count facts extracted per category
diff --git a/the-council/aggregated/2026-01-15.json b/the-council/aggregated/2026-01-15.json
index 094341678c0..3ae3d77330a 100644
--- a/the-council/aggregated/2026-01-15.json
+++ b/the-council/aggregated/2026-01-15.json
@@ -105,8 +105,7 @@
               }
             }
           ],
-          "topic": "discordrawdata",
-          "poster": "https://cdn.elizaos.news/media/daily/2026-01-14/discord-updates.png"
+          "topic": "discordrawdata"
         },
         {
           "title": "ElizaOS Project Activity - January 14, 2026",
@@ -151,9 +150,7 @@
           "topic": "miscellaneous"
         }
       ],
-      "date": 1768348800,
-      "poster": "https://cdn.elizaos.news/media/daily/2026-01-14/overall.png",
-      "icon_sheet": "https://cdn.elizaos.news/media/daily/2026-01-14/icons.png"
+      "date": 1768348800
     }
   },
   "ai_news_elizaos_daily_md_2026-01-14": {
@@ -208,28 +205,28 @@
   },
   "github_summaries_daily_2026-01-15": {
     "filename": "2026-01-15.md",
-    "error": "File not found"
+    "content": "On Jan 15, 2026, ElizaOS development focused on critical bug fixes in the core framework, including resolving an infinite rebuild loop and enhancing security by preventing environment variable leakage. Concurrently, API documentation for the website was significantly improved, though a new issue emerged regarding Discord plugin compatibility with the latest ElizaOS version.\n\n## \u2705 Completed Work\n### Core Framework Stability & Security\n- An infinite rebuild loop in `dev-watch` mode was fixed by modifying `packages/cli/src/scripts/generate-version.ts` and `scripts/dev-watch.js`. ([elizaos/eliza#6361](https://github.com/elizaos/eliza/pull/6361))\n- Security was enhanced by preventing shell environment variables from leaking into ElizaOS plugin loading decisions and agent secrets, involving changes across several files in `packages/cli` and `packages/core`. ([elizaos/eliza#6360](https://github.com/elizaos/eliza/pull/6360))\n\n### Documentation Enhancement\n- Comprehensive improvements were made to the API documentation page, including complete JSON response examples for all endpoints and realistic 200 responses. ([elizaos/elizaos.github.io#213](https://github.com/elizaos/elizaos.github.io/pull/213))\n\n## \ud83d\udc1e Issue Triage\n### New Issues\n- **elizaos/elizaos.github.io**: An issue was opened to remove unused dependencies, specifically `@radix-ui/react-accordion`. ([elizaos/elizaos.github.io#214](https://github.com/elizaos/elizaos.github.io/issues/214))\n- **elizaos-plugins/plugin-discord**: A new issue was reported concerning Discord not working with the latest ElizaOS version, specifically an \"this.runtime.elizaOS.sendMessage' is undefined\" error. ([elizaos-plugins/plugin-discord#43](https://github.com/elizaos-plugins/plugin-discord/issues/43))"
   },
-  "github_summaries_week_latest_2026-01-11.md": {
-    "filename": "2026-01-11.md",
-    "content": "# Overall Project Weekly Summary (Jan 11 - 17, 2026)\n\nThis week, ElizaOS made significant strides in performance and financial autonomy, cutting agent startup times by up to 40% and integrating new decentralized payment tools. By focusing on core speed and Web3 economic layers, the project is becoming both more efficient for developers and more capable of handling real-world value transfers.\n\n## Executive Summary\nThe overarching goal this week was to harden the framework's infrastructure while expanding its ability to interact with the Web3 economy. We achieved major performance breakthroughs in agent initialization and successfully integrated new micropayment protocols, moving ElizaOS closer to a future of fully autonomous, economically active AI agents.\n\n### Key Strategic Initiatives & Outcomes\n\n**Boosting Performance and Efficiency**\n*Goal: We wanted to make agents start faster and run more efficiently to improve the developer and user experience.*\n*   Optimized the core runtime in [elizaos/eliza](https://github.com/elizaos/eliza), resulting in a 40% faster \"warm start\" for agents by streamlining how they talk to databases ([#6342](https://github.com/elizaos/eliza/pull/6342)).\n*   Introduced a way for agents to skip time-consuming setup steps by pre-defining data dimensions, saving half a second on every startup ([#6357](https://github.com/elizaos/eliza/pull/6357)).\n*   Proposed a new WebAssembly (WASM) runtime to allow ElizaOS agents to run in even more diverse digital environments ([#6363](https://github.com/elizaos/eliza/pull/6363)).\n\n**Expanding Economic Autonomy**\n*Goal: To enable agents to participate in the decentralized economy through automated payments.*\n*   Integrated the Blockrun plugin into the [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry), allowing agents to handle \"x402\" micropayments for small-scale digital transactions ([#248](https://github.com/elizaos-plugins/registry/pull/248)).\n*   Published comprehensive guides on using Circle and Coinbase APIs, providing a roadmap for agents to manage financial assets autonomously ([#6365](https://github.com/elizaos/eliza/issues/6365)).\n\n**Strengthening Foundation and Security**\n*Goal: To ensure the platform remains secure, stable, and easy to maintain as it grows.*\n*   Updated dozens of foundational software building blocks and automated workflows in [elizaos/elizaos.github.io](https://github.com/elizaos/elizaos.github.io) to ensure the project uses the latest, most secure versions of industry tools.\n*   Improved the reliability of complex agent tasks by adding \"retry\" logic, ensuring agents don't give up if a multi-step process encounters a minor hiccup ([#6286](https://github.com/elizaos/eliza/pull/6286)).\n*   Fixed a security vulnerability in the command-line tools to prevent sensitive \"secrets\" from accidentally leaking into the wrong environment ([#6360](https://github.com/elizaos/eliza/pull/6360)).\n\n### Cross-Repository Coordination\n**Unified Ecosystem Reporting**\n*   The team successfully standardized how activity is reported across the entire ecosystem. By extending a new grouped format to daily, weekly, and monthly summaries in [elizaos/elizaos.github.io](https://github.com/elizaos/elizaos.github.io), stakeholders can now see a cohesive view of progress across all repositories in one place ([#200](https://github.com/elizaos/elizaos.github.io/issues/200)).\n\n## Repository Spotlights\n\n### elizaos/eliza\n*   Achieved a 30-40% reduction in agent initialization times through parallel operations and atomic database updates ([#6342](https://github.com/elizaos/eliza/pull/6342)).\n*   Enhanced workflow reliability with robust retry logic for complex XML parsing and parameter extraction ([#6286](https://github.com/elizaos/eliza/pull/6286)).\n*   Resolved inefficient database patterns by implementing \"UPSERT\" logic, preventing redundant data lookups ([#6334](https://github.com/elizaos/eliza/issues/6334)).\n*   Improved the mobile agent builder and dashboard UI to streamline the onboarding process for new users ([#6346](https://github.com/elizaos/eliza/issues/6346), [#6353](https://github.com/elizaos/eliza/issues/6353)).\n\n### elizaos-plugins/plugin-discord\n*   Initiated a major overhaul of voice channel utilities to make audio interactions more stable and modular ([#42](https://github.com/elizaos-plugins/plugin-discord/pull/42)).\n*   Identified and began troubleshooting a critical \"Entity not found\" error in the reflection system that was preventing agents from remembering user facts ([#6364](https://github.com/elizaos-plugins/plugin-discord/issues/6364)).\n\n### elizaos/elizaos.github.io\n*   Modernized the project's automation by updating core GitHub Actions to their latest versions ([#190](https://github.com/elizaos/elizaos.github.io/pull/190), [#191](https://github.com/elizaos/elizaos.github.io/pull/191)).\n*   Executed a wide-scale update of essential libraries like `zod`, `drizzle-orm`, and `lucide-react` to maintain a modern and secure codebase.\n*   Fixed rendering issues in contributor profile cards to ensure community members are recognized correctly ([#202](https://github.com/elizaos/elizaos.github.io/pull/202)).\n\n### elizaos-plugins/registry\n*   Expanded the Web3 plugin ecosystem with the addition of `@blockrun/elizaos-plugin` for standardized micropayments ([#248](https://github.com/elizaos-plugins/registry/pull/248))."
+  "github_summaries_week_latest_2026-02-01.md": {
+    "filename": "2026-02-01.md",
+    "content": "# Overall Project Weekly Summary (Feb 1 - 7, 2026)\n\nThis week, ElizaOS made significant strides toward the launch of the Eliza App MVP, focusing on connecting AI agents to everyday messaging platforms and hardening security for professional use. Beyond technical fixes, the community began a major strategic shift, moving away from complex \"word-based\" instructions toward more reliable \"logic-based\" systems to make agents smarter and more efficient.\n\n## Executive Summary\nThe project successfully integrated major messaging services like Telegram, Discord, and SMS into a unified cloud environment while securing the `eliza.app` domain. By implementing new \"multi-tenant\" security features and expanding Web3 financial tools, ElizaOS is transitioning from an experimental framework into a robust, production-ready ecosystem for autonomous AI agents.\n\n### Key Strategic Initiatives & Outcomes\n\n**Expanding Connectivity and User Reach**\n*Goal: To make AI agents accessible on the apps people use every day.*\n*   The core team successfully deployed Discord, Telegram, and native iOS messaging integrations, allowing agents to communicate across multiple platforms simultaneously ([elizaos/eliza](https://github.com/elizaos/eliza)).\n*   The project secured the `eliza.app` domain and finalized a new \"poke-style\" onboarding flow to make it easier for new users to get started ([elizaos/eliza](https://github.com/elizaos/eliza)).\n\n**Hardening Security and Multi-User Privacy**\n*Goal: To ensure that when multiple people use the same agent, their private data and API keys remain completely separate and secure.*\n*   Introduced \"Per-User Connections,\" which allows the system to safely inject individual API keys based on who is talking to the agent, preventing data leaks in shared environments ([elizaos-plugins/plugin-mcp](https://github.com/elizaos-plugins/plugin-mcp)).\n*   Implemented new transaction validation \"guardrails\" to ensure that agents performing financial tasks operate within safe, pre-defined limits ([elizaos-plugins/registry](https://github.com/elizaos-plugins/registry)).\n\n**Improving Reliability and Cost Transparency**\n*Goal: To make agents more predictable in their actions and easier to manage financially.*\n*   A new \"Cost Evaluator\" was proposed to track exactly how much money an agent is spending on AI processing (tokens) in real-time ([elizaos-plugins/registry](https://github.com/elizaos-plugins/registry)).\n*   The workflow system was updated with a \"human-in-the-loop\" feature, allowing users to review and approve an agent's plan before it executes complex tasks ([elizaos-plugins/plugin-n8n-workflow](https://github.com/elizaos-plugins/plugin-n8n-workflow)).\n\n**Rethinking Agent Intelligence (The \"Biological Trap\")**\n*Goal: To reduce the \"overhead\" of long text prompts by using structured logic, making agents faster and more capable.*\n*   Across multiple repositories, the community began a high-level debate on moving away from prose-heavy instructions toward logic-based synchronization, aiming to solve performance bottlenecks at the architectural level ([elizaos/elizaos.github.io](https://github.com/elizaos/elizaos.github.io)).\n\n### Cross-Repository Coordination\n\n**Unified Ecosystem Expansion**\nThe project demonstrated tight coordination between the core framework and the plugin ecosystem to prepare for the MVP launch.\n*   **Workflow Integration**: The `elizaos.github.io` repository updated its tracking pipeline to include the `n8n-workflow` plugin, ensuring that automated task management is a first-class citizen in the ElizaOS documentation and examples ([elizaos/elizaos.github.io#241](https://github.com/elizaos/elizaos.github.io/pull/241)).\n*   **Security Synchronization**: Security audits in the core `eliza` repository were synchronized with the Model Context Protocol (MCP) plugin updates to ensure that new multi-user privacy features were implemented consistently across the entire stack ([elizaos/eliza#6472](https://github.com/elizaos/eliza/issues/6472)).\n\n## Repository Spotlights\n\n### elizaos/eliza\n*   **Messaging Expansion**: Integrated Discord as an AWS service ([#6398](https://github.com/elizaos/eliza/issues/6398)) and added native iOS messaging via Blue.io ([#6399](https://github.com/elizaos/eliza/issues/6399)).\n*   **Architectural Modularity**: Introduced `RequestContext` to allow the system to remember user-specific settings without messy code workarounds ([#6457](https://github.com/elizaos/eliza/pull/6457)).\n*   **Stability Fixes**: Resolved a critical issue where user settings were being ignored by the cloud, which previously caused API key conflicts ([#6451](https://github.com/elizaos/eliza/issues/6451)).\n\n### elizaos-plugins/plugin-mcp\n*   **User Isolation**: Implemented per-user connections for the Model Context Protocol, a vital step for keeping user data private in multi-tenant apps ([#23](https://github.com/elizaos-plugins/plugin-mcp/pull/23)).\n*   **State Management**: Began fixing \"shared-state\" bugs to prevent different users' data from accidentally mixing during agent interactions ([#24](https://github.com/elizaos-plugins/plugin-mcp/pull/24)).\n\n### elizaos-plugins/registry\n*   **Web3 Utility**: Added new plugins for \"Smart Money\" signals on Base L2 ([#253](https://github.com/elizaos-plugins/registry/pull/253)) and an AI Agent Job Marketplace ([#255](https://github.com/elizaos-plugins/registry/pull/255)).\n*   **Safety Guardrails**: Integrated the Proofgate plugin to validate agent transactions before they are sent to the blockchain ([#254](https://github.com/elizaos-plugins/registry/pull/254)).\n\n### elizaos-plugins/plugin-n8n-workflow\n*   **User Confirmation**: Added an `awaitingUserInput` flag so agents pause for permission before running complex automated workflows ([#13](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/13)).\n*   **Reliability**: Improved how agents identify user intent and fixed errors in how they report if a task was successful or not ([#8](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/8), [#12](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/12))."
   },
-  "github_summaries_month_latest_2026-01-01.md": {
-    "filename": "2026-01-01.md",
-    "content": "# Overall Project Monthly Summary (January 2026)\n\n## Executive Summary (2-3 sentences)\nJanuary marked a pivotal month of strategic planning, as we defined a clear and ambitious roadmap for the next phase of ElizaOS. This effort focused on building a robust public agent ecosystem and enhancing the user experience, all while delivering key backend performance improvements to ensure the platform remains fast and reliable.\n\n### Key Strategic Initiatives & Outcomes\n\n-   **Defining the Next Generation of Public Agents**\n    The strategic focus this month was on laying the groundwork for a vibrant, open ecosystem where users can discover, share, and build upon AI agents. This initiative is central to our mission of fostering decentralized and collaborative intelligence.\n    -   A comprehensive roadmap was established in [elizaos/eliza](https://github.com/elizaos/eliza) to create a public agent discovery platform ([#6302](https://github.com/elizaos/eliza/issues/6302)), allow users to fork and customize existing agents ([#6305](https://github.com/elizaos/eliza/issues/6305)), and enable knowledge sharing between them ([#6303](https://github.com/elizaos/eliza/issues/6303)).\n\n-   **Improving Platform Performance and Reliability**\n    To support future growth and ensure a smooth user experience, we prioritized work on optimizing our core infrastructure. A faster, more stable platform is essential for agent performance and user retention.\n    -   The core message service in [elizaos/eliza](https://github.com/elizaos/eliza) was significantly refactored, resulting in faster execution for multi-step agent actions ([#6263](https://github.com/elizaos/eliza/pull/6263)).\n    -   Work began to resolve a bug in the SQL plugin to prevent incorrect behavior and improve reliability ([#6316](https://github.com/elizaos/eliza/pull/6316)).\n\n-   **Refining the User Experience and Growth Strategy**\n    Alongside backend planning, we outlined key improvements to the user interface and explored new strategies for sustainable growth. These efforts aim to make the platform more intuitive for new users and support our long-term development.\n    -   New plans were created in [elizaos/eliza](https://github.com/elizaos/eliza) to refine the user interface, including adjustments to the chat experience ([#6310](https://github.com/elizaos/eliza/issues/6310), [#6311](https://github.com/elizaos/eliza/issues/6311)) and fixing interaction bugs ([#6322](https://github.com/elizaos/eliza/issues/6322)).\n    -   Strategies for platform growth were proposed, such as adjusting message limits for guest users ([#6312](https://github.com/elizaos/eliza/issues/6312)) and modifying initial credit offerings ([#6315](https://github.com/elizaos/eliza/issues/6315)).\n\n## Repository Spotlights\n\n### elizaos/eliza\nThe `eliza` repository was the center of a major strategic planning effort this month, defining a clear direction for the project's public-facing features. While much of the work involved creating a detailed roadmap, a key performance optimization was also completed.\n\n-   **Strategic Roadmap:** A large volume of new issues was created to map out the future of the public agent ecosystem, including agent discovery ([#6302](https://github.com/elizaos/eliza/issues/6302)), standardized URLs ([#6304](https://github.com/elizaos/eliza/issues/6304)), and agent forking ([#6305](https://github.com/elizaos/eliza/issues/6305)).\n-   **Performance Improvement:** A significant refactor of the core message service was completed to optimize provider handling, enhancing execution speed for complex agent tasks ([#6263](https://github.com/elizaos/eliza/pull/6263)).\n-   **User Experience:** Numerous issues were opened to refine the user experience, addressing UI elements like chat box sizing ([#6310](https://github.com/elizaos/eliza/issues/6310)) and fixing bugs related to conversation management ([#6322](https://github.com/elizaos/eliza/issues/6322)).\n-   **Plugin Fixes:** Work commenced to address a bug in the `plugin-sql` by using `sql.raw()` to prevent unintended parameterization issues ([#6316](https://github.com/elizaos/eliza/pull/6316)).\n-   **Maintenance:** The copyright year in the project's license was updated for 2026 as part of routine annual maintenance ([#6301](https://github.com/elizaos/eliza/pull/6301))."
+  "github_summaries_month_latest_2026-02-01.md": {
+    "filename": "2026-02-01.md",
+    "content": "No activity recorded for 2026-02-01."
   },
-  "github_extracted_data_monthly_stats_text_2026-01": "{\n  \"interval\": {\n    \"intervalStart\": \"2026-01-01T00:00:00.000Z\",\n    \"intervalEnd\": \"2026-02-01T00:00:00.000Z\",\n    \"intervalType\": \"month\"\n  },\n  \"repository\": \"elizaos/eliza\",\n  \"overview\": \"From 2026-01-01 to 2026-02-01, elizaos/eliza had 22 new PRs (15 merged), 42 new issues, and 20 active contributors.\",\n  \"topIssues\": [\n    {\n      \"id\": \"I_kwDOMT5cIs7jNLxv\",\n      \"title\": \"\\\"Reflection evaluator fails with 'Entity not found' - UPDATE_CONTACT requires entity initialization\\\"\",\n      \"author\": \"thewoweffect\",\n      \"number\": 6364,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"\\nVersion: 1.7.1\\nError: UPDATE_CONTACT fails with \\\"Entity not found\\\"\\nCause: ensureConnection() is not called before saving facts\\nLogs: afterSplice values + \\\"No ownership data found for world\\\"\\nProposed fix: // V reflection.ts p\u0159ed UPDATE_CONTACT\\nawait runtime.ensureConnection({\\n  entityId, roomId, userName, name, worldId, source\\n});\\n\",\n      \"createdAt\": \"2026-01-14T07:10:02Z\",\n      \"closedAt\": null,\n      \"state\": \"OPEN\",\n      \"commentCount\": 1\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7Ki_w6\",\n      \"title\": \"Lifecycle & Utilities\",\n      \"author\": \"borisudovicic\",\n      \"number\": 5929,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"* Add hooks for agent lifecycle management (useAgentList, useStartAgent, useStopAgent).\\n* Provide mock client for frontend testing without a live server.\",\n      \"createdAt\": \"2025-09-09T12:16:36Z\",\n      \"closedAt\": \"2026-01-05T13:29:07Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 0\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7Ki_p_\",\n      \"title\": \"Core Hooks\",\n      \"author\": \"borisudovicic\",\n      \"number\": 5928,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"* Implement useEliza hook (agent access, plugin state).\\n* Implement useElizaChat hook (sendMessage, messages, loading, error).\",\n      \"createdAt\": \"2025-09-09T12:16:26Z\",\n      \"closedAt\": \"2026-01-05T12:27:36Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 0\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7LDUNt\",\n      \"title\": \"SDK-first Hooks Mode\",\n      \"author\": \"borisudovicic\",\n      \"number\": 5966,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"* Support instantiating Eliza directly in browser via hooks (SDK-first, no REST).\\n* Provide separate server hooks (useElizaServerChat) for REST/SSE integration.\",\n      \"createdAt\": \"2025-09-11T13:45:48Z\",\n      \"closedAt\": \"2026-01-05T12:27:29Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 0\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7gwUMG\",\n      \"title\": \"Unslop Apps\",\n      \"author\": \"borisudovicic\",\n      \"number\": 6299,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"\",\n      \"createdAt\": \"2025-12-30T17:02:05Z\",\n      \"closedAt\": \"2026-01-12T16:38:43Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 0\n    }\n  ],\n  \"topPRs\": [\n    {\n      \"id\": \"PR_kwDOMT5cIs68XpPS\",\n      \"title\": \"V2.0.0\",\n      \"author\": \"lalalune\",\n      \"number\": 6351,\n      \"body\": \"This is  a working branch of elizaOS v2.0.0\\r\\n\\r\\nCritically, this removes app, server, CLI and all non-essentials. Instead, we focus on runtime in Rust, Typescript, with critical plugins ported as well\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-01-09T17:06:10Z\",\n      \"mergedAt\": null,\n      \"additions\": 1024758,\n      \"deletions\": 295922\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs670Y6I\",\n      \"title\": \"fix: plugin-bootstrap (+ sql minor) actions/providers for serverId => messageServerId change\",\n      \"author\": \"odilitime\",\n      \"number\": 6333,\n      \"body\": \"# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nBug fixes (non-breaking change which fixes an issue)\\r\\n\\r\\n## Why are we doing this? Any context or related work?\\r\\n\\r\\nUser reports of 1.7.0 not working with plugin-discord 1.3.3\\r\\n\\r\\n# Documentation changes needed?\\r\\n\\r\\nMy changes do not require a change to the project documentation.\\r\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> **Adds onboarding and role management, refactors providers, and updates schema**\\n> \\n> - New `UPDATE_SETTINGS` action: extracts multiple settings, persists to `world.metadata.settings` with salting/unsalting, generates success/failure/error responses, and completes onboarding when required settings are done\\n> - New/updated `SETTINGS` provider: reads/decrypts settings from world metadata, supports onboarding (DM) vs regular contexts, and outputs concise status with guidance\\n> - New/updated `WORLD` provider: surfaces world/room/channel/participant summaries and structured channel categorization for prompts\\n> - New `UPDATE_ROLE` action: parses XML for role assignments, enforces permission rules, updates `world.metadata.roles`, and persists via `updateWorld`\\n> - Tests: comprehensive event lifecycle and reaction handling, entity join/leave, and platform-agnostic `shouldRespond` mention/reply logic\\n> - SQL: `packages/plugin-sql/src/schema/room.ts` now defines `messageServerId` as `uuid('message_server_id')` (doc/comment cleanup)\\n> \\n> <sup>Written by [Cursor Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit 25d98528e8c98217fbaa63a5e430202a575800e6. This will update automatically on new commits. Configure [here](https://cursor.com/dashboard?tab=bugbot).</sup>\\n<!-- /CURSOR_SUMMARY -->\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\n\\nCompletes the migration from deprecated `serverId` to `messageServerId` across plugin-bootstrap actions/providers and plugin-sql schema.\\n\\n**Key Changes:**\\n- Updated `packages/plugin-bootstrap/src/actions/roles.ts` validate function to check `room.messageServerId` instead of accessing `message.content.serverId`\\n- Updated logger metadata keys from `serverId` to `messageServerId` in actions/settings.ts, providers/settings.ts, and action return data in roles.ts\\n- Updated provider output in providers/world.ts to use `messageServerId` field name\\n- Updated JSDoc comment in plugin-sql schema to reflect the correct column name\\n- Updated test mocks and fixtures to use `messageServerId`\\n\\nThis PR addresses user-reported compatibility issues between eliza v1.7.0 and plugin-discord v1.3.3 by ensuring consistent use of the new `messageServerId` field name throughout the codebase. The deprecated `serverId` field still exists in the core types for backward compatibility but is no longer referenced in plugin-bootstrap or plugin-sql.\\n\\n<h3>Confidence Score: 5/5</h3>\\n\\n\\n- This PR is safe to merge with minimal risk\\n- The changes are straightforward field name updates that align with an existing migration (commit 6d1b928c). All changes are consistent, the deprecated field remains in core types for backward compatibility, and the PR only updates references in plugin-bootstrap and plugin-sql to use the new field name. The changes fix reported compatibility issues without introducing breaking changes.\\n- No files require special attention\\n\\n<h3>Important Files Changed</h3>\\n\\n\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/plugin-sql/src/schema/room.ts | Updated JSDoc comment from `serverId` to `messageServerId` to match the column definition |\\n| packages/plugin-bootstrap/src/actions/settings.ts | Updated logger metadata keys from `serverId` to `messageServerId` for consistency |\\n| packages/plugin-bootstrap/src/providers/settings.ts | Updated logger metadata key from `serverId` to `messageServerId` for consistency |\\n| packages/plugin-bootstrap/src/providers/world.ts | Updated provider output to use `messageServerId` instead of deprecated `serverId` field |\\n| packages/plugin-bootstrap/src/actions/roles.ts | Refactored validation to check room.messageServerId and updated logger/return data to use `messageServerId` |\\n\\n</details>\\n\\n\\n\\n<h3>Sequence Diagram</h3>\\n\\n```mermaid\\nsequenceDiagram\\n    participant User\\n    participant Action as Action/Provider\\n    participant Runtime\\n    participant Database\\n    \\n    Note over User,Database: serverId \u2192 messageServerId Migration Flow\\n    \\n    User->>Action: Trigger action (e.g., UPDATE_ROLE)\\n    Action->>Runtime: getRoom(roomId)\\n    Runtime->>Database: Query room table\\n    Database-->>Runtime: Return Room with messageServerId\\n    Runtime-->>Action: Room object\\n    \\n    alt Validate messageServerId exists\\n        Action->>Action: Check room.messageServerId\\n        Action->>Runtime: getWorld(worldId)\\n        Runtime->>Database: Query world\\n        Database-->>Runtime: Return World with messageServerId\\n        Runtime-->>Action: World object\\n    end\\n    \\n    Action->>Action: Process with world.messageServerId\\n    Action->>Runtime: updateWorld(world)\\n    Runtime->>Database: Update world metadata\\n    Database-->>Runtime: Success\\n    \\n    Action->>Action: Log with messageServerId key\\n    Action-->>User: Return result with messageServerId\\n    \\n    Note over Action,Database: All references to deprecated serverId<br/>updated to messageServerId\\n```\\n\\n<!-- greptile_other_comments_section -->\\n\\n<!-- /greptile_comment -->\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Breaking Changes**\\n  * Renamed field `serverId` to `messageServerId` across room and world data structures, affecting API responses and database schema. This impacts any code consuming room or world context data.\\n\\n* **Tests**\\n  * Updated test utilities and fixtures to reflect the field name change for consistency with production code.\\n\\n<sub>\u270f\ufe0f Tip: You can customize this high-level summary in your review settings.</sub>\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-01-07T01:11:56Z\",\n      \"mergedAt\": \"2026-01-07T10:46:02Z\",\n      \"additions\": 5363,\n      \"deletions\": 23\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs69CGSx\",\n      \"title\": \"feat(v2.0.0): wasm agent runtime\",\n      \"author\": \"revlentless\",\n      \"number\": 6363,\n      \"body\": \"# Summary\\r\\n\\r\\nRust WASM implementation for elizaOS v2.0.0 - enabling the Rust core to run in browser/Node.js environments via WebAssembly.\\r\\n\\r\\n# Risks\\r\\n\\r\\n**Low risk.** This PR:\\r\\n- Makes no breaking API changes to existing Rust code\\r\\n- Uses conditional compilation (`#[cfg]`) so native builds are unaffected\\r\\n- All existing tests continue to pass\\r\\n- Adds new WASM-specific code paths that only activate when building for `wasm32-unknown-unknown`\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nThis PR makes the elizaOS Rust core **fully WASM-compatible**, enabling it to run in browsers and Node.js via WebAssembly. The existing Rust crate had WASM bindings but they were stubs - the `WasmAgentRuntime` was a placeholder that didn't actually wrap the real `AgentRuntime`.\\r\\n\\r\\nThe key challenge was that Rust's `async_trait` and many traits require `Send + Sync` bounds for thread-safety, but WASM is single-threaded and doesn't support these traits. This PR implements platform-aware macros and conditional compilation to provide the correct bounds for each target.\\r\\n\\r\\n### Key Changes\\r\\n\\r\\n#### 1. Platform-Aware Macros (`src/platform.rs`)\\r\\n\\r\\n```rust\\r\\n// Native: #[async_trait] (requires Send)\\r\\n// WASM:   #[async_trait(?Send)] (no Send requirement)\\r\\nplatform_async_trait! {\\r\\n    pub trait MyTrait { ... }\\r\\n}\\r\\n\\r\\n// Native: pub trait MyTrait: Send + Sync { ... }\\r\\n// WASM:   pub trait MyTrait { ... }\\r\\ndefine_platform_trait! {\\r\\n    pub trait MyTrait { ... }\\r\\n}\\r\\n```\\r\\n\\r\\n#### 2. Core Trait Migration\\r\\n\\r\\nAll core traits now compile for both targets:\\r\\n- `ActionHandler`, `ProviderHandler`, `EvaluatorHandler`\\r\\n- `DatabaseAdapter`, `Service`, `IAgentRuntime`\\r\\n- Bootstrap traits: `Action`, `Provider`, `Evaluator`, `Service`\\r\\n\\r\\n#### 3. Real WasmAgentRuntime\\r\\n\\r\\nThe `WasmAgentRuntime` now wraps the actual `AgentRuntime` using WASM-appropriate primitives:\\r\\n\\r\\n```rust\\r\\npub struct WasmAgentRuntime {\\r\\n    inner: Rc<RefCell<Option<AgentRuntime>>>,  // Not Arc - WASM is single-threaded\\r\\n    character: RefCell<Character>,\\r\\n    agent_id: UUID,\\r\\n}\\r\\n```\\r\\n\\r\\n#### 4. Structured WASM Errors\\r\\n\\r\\nRich error objects for JavaScript consumers:\\r\\n\\r\\n```rust\\r\\npub struct WasmError {\\r\\n    pub code: String,      // \\\"VALIDATION_ERROR\\\", \\\"RUNTIME_ERROR\\\", etc.\\r\\n    pub message: String,   // Human-readable message\\r\\n    pub source: Option<String>,  // Field/component that caused error\\r\\n}\\r\\n```\\r\\n\\r\\n#### 5. JavaScript Shims\\r\\n\\r\\nType-safe wrappers for JS callbacks:\\r\\n\\r\\n```rust\\r\\npub struct JsModelHandler {\\r\\n    js_object: JsValue,\\r\\n    handle_func: Function,\\r\\n}\\r\\n```\\r\\n\\r\\n#### 6. Bug Fix: ChannelType Serialization\\r\\n\\r\\nFixed `ChannelType` enum to serialize correctly:\\r\\n- Before: `VoiceDm` \u2192 `\\\"VOICEDM\\\"` \u274c\\r\\n- After: `VoiceDm` \u2192 `\\\"VOICE_DM\\\"` \u2705\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\n- **Features** (non-breaking change which adds functionality)\\r\\n- **Bug fixes** (ChannelType serialization)\\r\\n- **Improvements** (structured errors, better WASM integration)\\r\\n\\r\\n# Documentation changes needed?\\r\\n\\r\\nMy changes require a change to the project documentation:\\r\\n- Added `examples/README.md` with usage instructions for native and WASM examples\\r\\n- WASM module includes JSDoc comments for all exports\\r\\n\\r\\n# Testing\\r\\n\\r\\n## Where should a reviewer start?\\r\\n\\r\\n1. `src/platform.rs` - Platform macros (foundation of the approach)\\r\\n2. `src/types/components.rs` - Core handler traits with conditional compilation\\r\\n3. `src/wasm/mod.rs` - WasmAgentRuntime implementation\\r\\n4. `__tests__/wasm/` - TypeScript tests verifying WASM bindings\\r\\n\\r\\n## Detailed testing steps\\r\\n\\r\\n### Native Tests (Rust)\\r\\n```bash\\r\\ncd packages/rust\\r\\ncargo test --features native\\r\\n# Expected: 79 tests pass\\r\\n```\\r\\n\\r\\n### WASM Binding Tests (TypeScript/Vitest)\\r\\n```bash\\r\\ncd packages/rust\\r\\nnpx vitest run __tests__/wasm/wasm-bindings.test.ts\\r\\n# Expected: 16 tests pass\\r\\n```\\r\\n\\r\\n### Full Test Suite\\r\\n```bash\\r\\ncd packages/rust\\r\\n./run-all-tests.sh\\r\\n# Expected: 108 passed, 0 failed, 2 skipped\\r\\n```\\r\\n\\r\\n### Native Examples\\r\\n```bash\\r\\ncargo run --example basic_runtime --features native\\r\\ncargo run --example with_handlers --features native\\r\\n```\\r\\n\\r\\n### WASM Examples (Bun)\\r\\n```bash\\r\\nbun run examples/wasm/basic.ts\\r\\nbun run examples/wasm/runtime.ts\\r\\nbun run examples/wasm/chat.ts  # Interactive\\r\\n```\\r\\n\\r\\n## Test Coverage\\r\\n\\r\\n| Suite | Tests | Status |\\r\\n|-------|-------|--------|\\r\\n| Rust native (`cargo test`) | 79 | \u2705 |\\r\\n| WASM bindings (Vitest) | 16 | \u2705 |\\r\\n| Interop equivalence (Vitest) | 16 | \u2705 |\\r\\n| Python serialization | 22 | \u2705 |\\r\\n| **Total** | **133** | \u2705 |\\r\\n\\r\\n# Commits\\r\\n\\r\\n| Commit | Description |\\r\\n|--------|-------------|\\r\\n| `2ea503d` | feat(rust): improved WASM foundation with structured errors and JS shims |\\r\\n| `d00b690` | chore(rust): add wasm-test.sh for running WASM tests |\\r\\n| `e2b9ff7` | fix(rust): gate tokio tests for native-only, fix WASM test imports |\\r\\n| `f74293d` | feat(rust): add platform-aware macros for native/WASM compatibility |\\r\\n| `90c3e0e` | fix(rust): correct ChannelType serialization to match TypeScript |\\r\\n| `9c87349` | feat(rust): make core traits WASM-compatible |\\r\\n| `fbffb3d` | test(rust): expand WASM test coverage |\\r\\n| `9c3bc11` | test(rust): add WASM tests for platform macros |\\r\\n| `368f0aa` | test(rust): add WASM tests for core handler traits |\\r\\n| `17bfad1` | feat(rust): make all async_trait impls WASM-compatible |\\r\\n| `15c96d4` | feat(rust): upgrade WasmAgentRuntime to wrap real AgentRuntime |\\r\\n| `a4f717e` | test(rust): add comprehensive WASM integration tests |\\r\\n| `629d30a` | style: apply cargo fmt across all files |\\r\\n| `6a58014` | docs(rust): add native and WASM examples |\\r\\n| `85a4043` | fix(rust): fix WASM tests to match Rust type definitions |\\r\\n| `cbaea5a` | fix(rust): fix TypeScript type errors in WASM tests |\\r\\n\\r\\n# Files Changed\\r\\n\\r\\n```\\r\\npackages/rust/\\r\\n\u251c\u2500\u2500 src/\\r\\n\u2502   \u251c\u2500\u2500 platform.rs                    # NEW: Platform macros\\r\\n\u2502   \u251c\u2500\u2500 lib.rs                         # Export platform module\\r\\n\u2502   \u251c\u2500\u2500 runtime.rs                     # Conditional Send+Sync on traits\\r\\n\u2502   \u251c\u2500\u2500 types/\\r\\n\u2502   \u2502   \u251c\u2500\u2500 components.rs              # ActionHandler, ProviderHandler, EvaluatorHandler\\r\\n\u2502   \u2502   \u251c\u2500\u2500 service.rs                 # Service, TypedService traits\\r\\n\u2502   \u2502   \u2514\u2500\u2500 environment.rs             # ChannelType serialization fix\\r\\n\u2502   \u251c\u2500\u2500 bootstrap/\\r\\n\u2502   \u2502   \u251c\u2500\u2500 runtime.rs                 # IAgentRuntime trait\\r\\n\u2502   \u2502   \u251c\u2500\u2500 actions/mod.rs             # Action trait\\r\\n\u2502   \u2502   \u251c\u2500\u2500 providers/mod.rs           # Provider trait\\r\\n\u2502   \u2502   \u251c\u2500\u2500 evaluators/mod.rs          # Evaluator trait\\r\\n\u2502   \u2502   \u2514\u2500\u2500 services/mod.rs            # Service trait\\r\\n\u2502   \u2514\u2500\u2500 wasm/\\r\\n\u2502       \u251c\u2500\u2500 mod.rs                     # WasmAgentRuntime (upgraded)\\r\\n\u2502       \u251c\u2500\u2500 error.rs                   # NEW: WasmError struct\\r\\n\u2502       \u2514\u2500\u2500 shims/\\r\\n\u2502           \u251c\u2500\u2500 mod.rs                 # NEW: JS shim exports\\r\\n\u2502           \u2514\u2500\u2500 model_handler.rs       # NEW: JsModelHandler\\r\\n\u251c\u2500\u2500 __tests__/\\r\\n\u2502   \u2514\u2500\u2500 wasm/\\r\\n\u2502       \u251c\u2500\u2500 wasm-bindings.test.ts      # WASM binding tests\\r\\n\u2502       \u2514\u2500\u2500 interop-equivalence.test.ts # Serialization equivalence tests\\r\\n\u251c\u2500\u2500 examples/\\r\\n\u2502   \u251c\u2500\u2500 README.md                      # NEW: Examples documentation\\r\\n\u2502   \u251c\u2500\u2500 basic_runtime.rs               # NEW: Native example\\r\\n\u2502   \u251c\u2500\u2500 with_handlers.rs               # NEW: Native example\\r\\n\u2502   \u2514\u2500\u2500 wasm/\\r\\n\u2502       \u251c\u2500\u2500 basic.ts                   # NEW: WASM/Bun example\\r\\n\u2502       \u251c\u2500\u2500 runtime.ts                 # NEW: WASM/Bun example\\r\\n\u2502       \u2514\u2500\u2500 chat.ts                    # NEW: Interactive chat example\\r\\n\u251c\u2500\u2500 Cargo.toml                         # Example entries\\r\\n\u251c\u2500\u2500 package.json                       # npm scripts for examples\\r\\n\u251c\u2500\u2500 run-all-tests.sh                   # Updated test runner\\r\\n\u2514\u2500\u2500 wasm-test.sh                       # NEW: WASM test script\\r\\n```\\r\\n\\r\\n# Architecture\\r\\n\\r\\n```\\r\\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n\u2502                    Conditional Compilation                   \u2502\\r\\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\\r\\n\u2502  #[cfg(not(target_arch = \\\"wasm32\\\"))]  \u2502  #[cfg(wasm32)]     \u2502\\r\\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\\r\\n\u2502  trait Foo: Send + Sync               \u2502  trait Foo          \u2502\\r\\n\u2502  #[async_trait]                       \u2502  #[async_trait(?Send)]\u2502\\r\\n\u2502  Arc<T>                               \u2502  Rc<RefCell<T>>     \u2502\\r\\n\u2502  tokio runtime                        \u2502  wasm-bindgen-futures\u2502\\r\\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\r\\n                              \u2502\\r\\n                              \u25bc\\r\\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n\u2502                     WasmAgentRuntime                         \u2502\\r\\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\\r\\n\u2502  inner: Rc<RefCell<Option<AgentRuntime>>>                   \u2502\\r\\n\u2502                                                              \u2502\\r\\n\u2502  Methods:                                                    \u2502\\r\\n\u2502  - create(character_json) \u2192 WasmAgentRuntime                \u2502\\r\\n\u2502  - initialize() \u2192 Promise<void>                             \u2502\\r\\n\u2502  - handleMessage(msg_json) \u2192 Promise<response_json>         \u2502\\r\\n\u2502  - registerModelHandler(type, JsModelHandler)               \u2502\\r\\n\u2502  - stop()                                                    \u2502\\r\\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\r\\n                              \u2502\\r\\n                              \u25bc\\r\\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n\u2502                    JavaScript Usage                          \u2502\\r\\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\\r\\n\u2502  import { WasmAgentRuntime, JsModelHandler } from 'elizaos';\u2502\\r\\n\u2502                                                              \u2502\\r\\n\u2502  const runtime = WasmAgentRuntime.create(characterJson);    \u2502\\r\\n\u2502  await runtime.initialize();                                 \u2502\\r\\n\u2502                                                              \u2502\\r\\n\u2502  runtime.registerModelHandler('TEXT_LARGE', new JsModelHandler({\u2502\\r\\n\u2502    handle: async (params) => { /* call LLM */ }             \u2502\\r\\n\u2502  }));                                                        \u2502\\r\\n\u2502                                                              \u2502\\r\\n\u2502  const response = await runtime.handleMessage(messageJson); \u2502\\r\\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\r\\n```\\n\\n<!-- greptile_comment -->\\n\\n<h3># Greptile Summary</h3>\\n\\n\\n- Implements comprehensive WASM compatibility for elizaOS Rust core, enabling the runtime to execute in browsers and Node.js environments via WebAssembly without breaking existing native functionality\\n- Introduces platform-aware macros and conditional compilation patterns to handle Send+Sync trait differences between native (multi-threaded) and WASM (single-threaded) targets\\n- Upgrades `WasmAgentRuntime` from a stub implementation to a fully functional wrapper around the real `AgentRuntime`, with structured error handling, JavaScript interop shims, and comprehensive test coverage\\n\\n# Important Files Changed\\n\\n| Filename | Overview |\\n|----------|----------|\\n| `packages/rust/src/platform.rs` | New platform abstraction module providing macros for conditional async_trait bounds and Send+Sync requirements |\\n| `packages/rust/src/wasm/mod.rs` | Upgraded WasmAgentRuntime implementation wrapping real AgentRuntime with WASM-compatible primitives and structured errors |\\n| `packages/rust/src/types/components.rs` | Core handler traits migrated to use platform-aware conditional compilation for ActionHandler, ProviderHandler, and EvaluatorHandler |\\n| `packages/rust/tests/wasm_tests.rs` | New comprehensive WASM test suite with 1506 lines validating cross-platform compatibility and JavaScript interoperability |\\n| `packages/rust/src/types/environment.rs` | Fixed ChannelType serialization to use SCREAMING_SNAKE_CASE format for TypeScript compatibility (\\\"VOICE_DM\\\" instead of \\\"VOICEDM\\\") |\\n\\n# Confidence score: 5/5\\n\\n- This PR is extremely safe to merge with minimal risk of production issues\\n- Score reflects excellent architectural approach using conditional compilation, comprehensive test coverage (133 tests passing), and non-breaking changes that preserve all native functionality while adding new WASM capabilities\\n- All files demonstrate consistent application of platform-aware patterns with proper error handling and thorough documentation\\n\\n<h3>Sequence Diagram</h3>\\n\\n```mermaid\\nsequenceDiagram\\n    participant User\\n    participant WasmAgentRuntime\\n    participant JsModelHandler\\n    participant AgentRuntime\\n    participant Character\\n    participant State\\n    participant ModelHandler\\n\\n    User->>WasmAgentRuntime: create(characterJson)\\n    WasmAgentRuntime->>Character: parse JSON\\n    Character-->>WasmAgentRuntime: Character instance\\n    WasmAgentRuntime-->>User: WasmAgentRuntime\\n\\n    User->>WasmAgentRuntime: initialize()\\n    WasmAgentRuntime->>AgentRuntime: new(RuntimeOptions)\\n    AgentRuntime-->>WasmAgentRuntime: AgentRuntime instance\\n    WasmAgentRuntime-->>User: Promise<void>\\n\\n    User->>WasmAgentRuntime: registerModelHandler(type, handler)\\n    WasmAgentRuntime->>JsModelHandler: store handler\\n    JsModelHandler-->>WasmAgentRuntime: registered\\n\\n    User->>WasmAgentRuntime: handleMessage(messageJson)\\n    WasmAgentRuntime->>Memory: parse message JSON\\n    Memory-->>WasmAgentRuntime: Memory instance\\n    WasmAgentRuntime->>AgentRuntime: compose_state(message)\\n    AgentRuntime->>State: build state\\n    State-->>AgentRuntime: State instance\\n    WasmAgentRuntime->>Character: get character data\\n    Character-->>WasmAgentRuntime: character info\\n    WasmAgentRuntime->>WasmAgentRuntime: build prompt\\n    WasmAgentRuntime->>JsModelHandler: call(params)\\n    JsModelHandler->>ModelHandler: handle(paramsJson)\\n    ModelHandler-->>JsModelHandler: responseJson\\n    JsModelHandler-->>WasmAgentRuntime: response text\\n    WasmAgentRuntime->>Memory: create response memory\\n    Memory-->>WasmAgentRuntime: response memory\\n    WasmAgentRuntime-->>User: Promise<responseJson>\\n\\n    User->>WasmAgentRuntime: stop()\\n    WasmAgentRuntime->>JsModelHandler: clear handlers\\n    WasmAgentRuntime->>AgentRuntime: cleanup\\n    WasmAgentRuntime-->>User: stopped\\n```\\n\\n<!-- greptile_other_comments_section -->\\n\\n<details><summary><h3>Context used (3)</h3></summary>\\n\\n- Context from `dashboard` - CLAUDE.md ([source](https://app.greptile.com/review/custom-context?memory=8ef4c9a3-e221-4aef-8556-8c9b88bf6bbb))\\n- Context from `dashboard` - .cursorrules ([source](https://app.greptile.com/review/custom-context?memory=00074882-001f-44b1-89c4-859ed3656db9))\\n- Context from `dashboard` - AGENTS.md ([source](https://app.greptile.com/review/custom-context?memory=51febe90-8918-4f18-be1f-d43bb68d696c))\\n</details>\\n\\n\\n<!-- /greptile_comment -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-01-13T22:16:57Z\",\n      \"mergedAt\": null,\n      \"additions\": 3834,\n      \"deletions\": 236\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs69N1vf\",\n      \"title\": \"refactor(plugin-sql): extract domain stores from BaseDrizzleAdapter\",\n      \"author\": \"standujar\",\n      \"number\": 6366,\n      \"body\": \"Refactors `BaseDrizzleAdapter` (~3,900 lines) into composable domain stores. This improves maintainability, testability, and separation of concerns without changing the public API.\\r\\n\\r\\n## Changes\\r\\n\\r\\n### New Domain Stores (`src/stores/`)\\r\\n\\r\\n| Store | Responsibility | Methods |\\r\\n|-------|----------------|---------|\\r\\n| `AgentStore` | Agent CRUD operations | get, getAll, create, update, delete, count |\\r\\n| `MemoryStore` | Memory & embeddings | get, getById, getByIds, create, update, delete, search, count |\\r\\n| `RoomStore` | Room management | getByIds, getByWorld, create, update, delete |\\r\\n| `ParticipantStore` | Room participants | getRoomsForEntity, add, remove, getForRoom, isParticipant, userState |\\r\\n| `EntityStore` | Entity management | getByIds, getForRoom, create, update, delete, getByNames, searchByName |\\r\\n| `ComponentStore` | ECS components | get, getAll, create, update, delete |\\r\\n| `RelationshipStore` | Entity relationships | create, update, get, getAll |\\r\\n| `CacheStore` | Key-value cache | get, set, delete |\\r\\n| `WorldStore` | World management | create, get, getAll, update, delete |\\r\\n| `TaskStore` | Task management | create, getByParams, getByName, get, update, delete |\\r\\n| `LogStore` | Logging & summaries | create, getMany, getAgentRunSummaries, delete |\\r\\n| `MessagingStore` | Servers, channels, messages | createServer, getServers, createChannel, getChannels, createMessage, getMessages, participants |\\r\\n\\r\\n### Architecture\\r\\n\\r\\n```\\r\\nBaseDrizzleAdapter\\r\\n    \u2502\\r\\n    \u251c\u2500\u2500 initStores()  \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n    \u2502                                                \u2502\\r\\n    \u2502   \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u2502\\r\\n    \u2502   \u2502           StoreContext                  \u2502\u25c4\u2500\u2518\\r\\n    \u2502   \u2502  \u2022 getDb()                              \u2502\\r\\n    \u2502   \u2502  \u2022 withRetry()                          \u2502\\r\\n    \u2502   \u2502  \u2022 withIsolationContext()               \u2502\\r\\n    \u2502   \u2502  \u2022 agentId                              \u2502\\r\\n    \u2502   \u2502  \u2022 getEmbeddingDimension()              \u2502\\r\\n    \u2502   \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\r\\n    \u2502                   \u2502\\r\\n    \u2502         \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n    \u2502         \u25bc                   \u25bc\\r\\n    \u2502   \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510       \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n    \u2502   \u2502  Store1  \u2502  ...  \u2502  StoreN  \u2502\\r\\n    \u2502   \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518       \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\r\\n    \u2502\\r\\n    \u2514\u2500\u2500 Public methods delegate to stores\\r\\n```\\r\\n\\r\\n### Key Design Decisions\\r\\n\\r\\n1. **Shared Context**: All stores receive a `StoreContext` with database access, retry logic, and RLS isolation\\r\\n\\r\\n2. **No API Changes**: All public methods remain identical - only internal implementation refactored\\r\\n\\r\\n## Impact\\r\\n\\r\\n- **Lines reduced**: `base.ts` from ~3,900 to ~1,350 lines (~65% reduction)\\r\\n- **Files added**: 13 new files in `src/stores/`\\r\\n- **Public API**: No changes\\r\\n- **Tests**: All 160 unit + all integration tests pass (PGLite + PostgreSQL)\\r\\n\\r\\n## Testing\\r\\n\\r\\n```bash\\r\\n# Unit tests\\r\\nbun run test:unit        # 160 pass\\r\\n\\r\\n# Integration tests (PGLite)\\r\\nbun run test:integration # All pass\\r\\n\\r\\n# Integration tests (PostgreSQL)\\r\\nbun run test:integration:postgres # All pass (including RLS tests)\\r\\n```\\r\\n\\r\\n## Migration\\r\\n\\r\\nNo migration needed - this is a pure refactoring with no public API changes.\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\n\\n- Refactors monolithic `BaseDrizzleAdapter` class (~3,900 lines) into 11 focused domain stores in `packages/plugin-sql/src/stores/` to improve maintainability and testability while preserving the exact same public API\\n- Introduces `StoreContext` pattern that provides shared database access, retry logic, and Row Level Security isolation to all domain stores, maintaining consistency across the codebase\\n- Implements comprehensive CRUD operations across stores for agents, memories, rooms, participants, entities, components, relationships, caching, worlds, tasks, and logging\\n\\n<h3>Important Files Changed</h3>\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/plugin-sql/src/base.ts | Refactored from ~3,900 to ~1,350 lines by extracting domain logic into stores and adding delegation methods |\\n| packages/plugin-sql/src/stores/memory.store.ts | New store handling memory CRUD, vector embeddings, and similarity search operations |\\n| packages/plugin-sql/src/stores/entity.store.ts | New store for entity management including component aggregation and name-based searching |\\n| packages/plugin-sql/src/stores/log.store.ts | New store with complex agent run summaries and JSON sanitization for logging operations |\\n\\n<h3>Confidence score: 4/5</h3>\\n\\n\\n- This is a well-executed refactoring with comprehensive testing and minimal risk due to preserved public API\\n- Score lowered due to minor issues: unused parameter in TaskStore.getAll(), missing agent ID filter in TaskStore.delete(), and complex field mapping logic in RelationshipStore that could be simplified\\n- No files require special attention - the refactoring successfully maintains API compatibility while improving code organization\\n\\n<h3>Sequence Diagram</h3>\\n\\n```mermaid\\nsequenceDiagram\\n    participant Client as \\\"Client\\\"\\n    participant Adapter as \\\"BaseDrizzleAdapter\\\"\\n    participant StoreContext as \\\"StoreContext\\\"\\n    participant MemoryStore as \\\"MemoryStore\\\"\\n    participant Manager as \\\"ConnectionManager\\\"\\n    participant DB as \\\"Database\\\"\\n\\n    Note over Client,DB: Memory Search Flow (Primary Happy Path)\\n\\n    Client->>Adapter: searchMemoriesByEmbedding(embedding, params)\\n    \\n    Adapter->>Adapter: withDatabase(() => operation())\\n    \\n    Adapter->>MemoryStore: searchByEmbedding(embedding, params)\\n    \\n    MemoryStore->>StoreContext: withRetry(() => operation())\\n    \\n    StoreContext->>MemoryStore: Execute operation\\n    \\n    MemoryStore->>StoreContext: getDb()\\n    StoreContext->>MemoryStore: Return database instance\\n    \\n    MemoryStore->>DB: Execute cosine distance query with conditions\\n    DB-->>MemoryStore: Return matching memories with similarity scores\\n    \\n    MemoryStore->>MemoryStore: Transform results to Memory objects\\n    MemoryStore-->>StoreContext: Return transformed memories\\n    StoreContext-->>Adapter: Return memories\\n    Adapter-->>Client: Return Memory[]\\n\\n    Note over Client,DB: Memory Creation Flow\\n\\n    Client->>Adapter: createMemory(memory, tableName)\\n    \\n    Adapter->>Adapter: withDatabase(() => operation())\\n    \\n    Adapter->>MemoryStore: create(memory, tableName)\\n    \\n    MemoryStore->>StoreContext: withIsolationContext(entityId, callback)\\n    \\n    StoreContext->>Manager: withIsolationContext(entityId, callback)\\n    Manager->>DB: Set RLS context for entity\\n    Manager->>MemoryStore: Execute callback with transaction\\n    \\n    MemoryStore->>DB: Insert memory record\\n    MemoryStore->>MemoryStore: upsertEmbedding(tx, memoryId, embedding)\\n    MemoryStore->>DB: Insert/Update embedding record\\n    \\n    DB-->>MemoryStore: Return inserted memory ID\\n    MemoryStore-->>StoreContext: Return memory ID\\n    StoreContext-->>Adapter: Return memory ID\\n    Adapter-->>Client: Return UUID\\n\\n    Note over Client,DB: Agent Operations Flow\\n\\n    Client->>Adapter: getAgent(agentId)\\n    \\n    Adapter->>Adapter: withDatabase(() => operation())\\n    \\n    Adapter->>AgentStore: get(agentId)\\n    \\n    AgentStore->>StoreContext: withRetry(() => operation())\\n    \\n    AgentStore->>StoreContext: getDb()\\n    StoreContext->>AgentStore: Return database instance\\n    \\n    AgentStore->>DB: SELECT from agents WHERE id = agentId\\n    DB-->>AgentStore: Return agent record\\n    \\n    AgentStore->>AgentStore: Transform to Agent object\\n    AgentStore-->>Adapter: Return Agent\\n    Adapter-->>Client: Return Agent\\n```\\n\\n<!-- greptile_other_comments_section -->\\n\\n<details><summary><h3>Context used (3)</h3></summary>\\n\\n- Context from `dashboard` - CLAUDE.md ([source](https://app.greptile.com/review/custom-context?memory=8ef4c9a3-e221-4aef-8556-8c9b88bf6bbb))\\n- Context from `dashboard` - .cursorrules ([source](https://app.greptile.com/review/custom-context?memory=00074882-001f-44b1-89c4-859ed3656db9))\\n- Context from `dashboard` - AGENTS.md ([source](https://app.greptile.com/review/custom-context?memory=51febe90-8918-4f18-be1f-d43bb68d696c))\\n</details>\\n\\n\\n<!-- /greptile_comment -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-01-14T18:18:05Z\",\n      \"mergedAt\": null,\n      \"additions\": 3151,\n      \"deletions\": 2988\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs67Avaq\",\n      \"title\": \"feat: unified hooks with multi-transport support (HTTP/SSE/WebSocket)\",\n      \"author\": \"standujar\",\n      \"number\": 6300,\n      \"body\": \"This PR introduces unified client hooks with multi-transport support and aligns transport naming between `api-client` and `server` packages.\\r\\n\\r\\n### Key Changes\\r\\n\\r\\n**Client Hooks (packages/client)**\\r\\n- New `useElizaChat` hook - unified interface for all transport types (websocket, sse, http)\\r\\n- New `useEliza` hook - simplified hook combining chat, agents, and server state\\r\\n- Transport-specific hooks: `useSocketChat`, `useSSEChat`, `useHTTPChat`\\r\\n- Lifecycle callbacks for custom side effects (onMessageAdded, onMessageUpdated, onError)\\r\\n\\r\\n**Server Transport Alignment (packages/server)**\\r\\n- Renamed `mode` \u2192 `transport` parameter across messaging endpoints\\r\\n- Transport types: `\\\"http\\\"` (sync), `\\\"sse\\\"` (streaming), `\\\"websocket\\\"` (async via Socket.IO)\\r\\n- Legacy `mode` parameter still supported for backward compatibility (deprecated)\\r\\n- Fixed double/triple message processing by separating DB persistence from bus emission\\r\\n\\r\\n**API Client (packages/api-client)**\\r\\n- Added `TransportType` export aligned with server\\r\\n- Updated session service to use transport types\\r\\n\\r\\n**Tests**\\r\\n- Integration tests for all 3 transports (http, sse, websocket)\\r\\n- Unit tests for response handlers and transport validation\\r\\n- Tests for new client hooks (useHTTPChat, useSSEChat)\\r\\n\\r\\n**Test Exemple**\\r\\n![IMG_0035](https://github.com/user-attachments/assets/9748f7f1-5763-4a67-ac52-7f981a22ed82)\\r\\n\\r\\n## Test plan\\r\\n\\r\\n- [x] Run server unit tests: `bun test packages/server/src/__tests__/unit/api/`\\r\\n- [x] Run client hook tests\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\n\\n- Unifies client-side chat hooks providing a single interface for all transport types (websocket, sse, http) with lifecycle callbacks for custom side effects\\n- Renames `mode` parameter to `transport` across messaging endpoints with backward compatibility mapping (sync\u2192http, stream\u2192sse) via `LEGACY_MODE_MAP`  \\n- Fixes critical double/triple message processing issue by moving message bus emission to `onWebSocketTransport` callback for websocket transport only\\n\\n<h3>Important Files Changed</h3>\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/client/src/hooks/use-eliza-chat.ts | New unified hook supporting websocket, sse, and http transports with lifecycle callbacks and consistent interface |\\n| packages/server/src/api/messaging/sessions.ts | Updated to use transport parameter, added onWebSocketTransport callback to emit to message bus, fixing double message processing |\\n| packages/server/src/api/shared/validation.ts | Added validateTransport with legacy mode mapping support (sync\u2192http, stream\u2192sse) for backward compatibility |\\n| packages/server/src/api/shared/constants.ts | Defined TransportType with LEGACY_MODE_MAP for backward compatibility mapping |\\n\\n<h3>Confidence score: 5/5</h3>\\n\\n\\n- This PR is safe to merge with excellent backward compatibility and thorough test coverage\\n- The refactoring maintains full backward compatibility through legacy mode mapping, includes comprehensive unit and integration tests for all transport types, follows consistent naming conventions, and properly fixes the double message processing issue\\n- No files require special attention\\n\\n<h3>Sequence Diagram</h3>\\n\\n```mermaid\\nsequenceDiagram\\n    participant User as User\\n    participant Client as Client App\\n    participant Router as Sessions Router\\n    participant ElizaOS as ElizaOS\\n    participant Agent as Agent Runtime\\n    participant Database as Database\\n    participant MessageBus as Message Bus\\n\\n    User->>Client: \\\"Send message\\\"\\n    Client->>Router: \\\"POST /api/messaging/sessions/{sessionId}/messages\\\"\\n    Router->>Database: \\\"Create message record\\\"\\n    Database-->>Router: \\\"Message created\\\"\\n    Router->>ElizaOS: \\\"handleMessage(agentId, messageMemory)\\\"\\n    ElizaOS->>Agent: \\\"Process message\\\"\\n    Agent->>Agent: \\\"Generate response\\\"\\n    Agent-->>ElizaOS: \\\"Response content\\\"\\n    ElizaOS-->>Router: \\\"Processing result\\\"\\n    Router->>MessageBus: \\\"Emit new_message event\\\"\\n    Router-->>Client: \\\"HTTP response with userMessage\\\"\\n    MessageBus->>Agent: \\\"Process for agent response\\\"\\n    Agent->>Agent: \\\"Generate agent reply\\\"\\n    Agent-->>Client: \\\"Agent response via WebSocket\\\"\\n    Client-->>User: \\\"Display conversation\\\"\\n```\\n\\n<!-- greptile_other_comments_section -->\\n\\n<details><summary><h3>Context used (3)</h3></summary>\\n\\n- Context from `dashboard` - CLAUDE.md ([source](https://app.greptile.com/review/custom-context?memory=8ef4c9a3-e221-4aef-8556-8c9b88bf6bbb))\\n- Context from `dashboard` - .cursorrules ([source](https://app.greptile.com/review/custom-context?memory=00074882-001f-44b1-89c4-859ed3656db9))\\n- Context from `dashboard` - AGENTS.md ([source](https://app.greptile.com/review/custom-context?memory=51febe90-8918-4f18-be1f-d43bb68d696c))\\n</details>\\n\\n\\n<!-- /greptile_comment -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-12-30T18:53:17Z\",\n      \"mergedAt\": \"2026-01-05T08:58:04Z\",\n      \"additions\": 3009,\n      \"deletions\": 529\n    }\n  ],\n  \"codeChanges\": {\n    \"additions\": 14233,\n    \"deletions\": 3647,\n    \"files\": 134,\n    \"commitCount\": 235\n  },\n  \"completedItems\": [\n    {\n      \"title\": \"refactor(default-message-service): optimize provider handling in MultiStep\",\n      \"prNumber\": 6263,\n      \"type\": \"refactor\",\n      \"body\": \"# Risks\\r\\n\\r\\nLow. The change only affects the internal execution order of providers in multi-step mode. All providers still execute and return results - just faster.\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nConverts sequential provider \",\n      \"files\": [\n        \".env.example\",\n        \"packages/cli/tests/test-timeouts.ts\",\n        \"packages/core/src/__tests__/message-service.test.ts\",\n        \"packages/core/src/services/default-message-service.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat(core): enhance multi-step workflow with retry logic and parameter extraction\",\n      \"prNumber\": 6286,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\n\\nEnhances multi-step workflows with retry logic and parameter extraction capabilities.\\n\\n### Changes\\n\\n- **Retry logic for XML parsing**: Multi-step workflows now retry parsing up to 5 times (configurable via `MULTISTEP_PARSE_RETRI\",\n      \"files\": [\n        \"packages/core/src/prompts.ts\",\n        \"packages/core/src/services/default-message-service.ts\",\n        \"packages/plugin-bootstrap/src/__tests__/multi-step.test.ts\",\n        \"packages/plugin-bootstrap/src/providers/actions.ts\",\n        \"packages/core/src/runtime.ts\",\n        \".cursor\",\n        \"examples/tsconfig.json\",\n        \"packages/core/src/__tests__/streaming-context.test.ts\",\n        \"packages/core/src/streaming-context.ts\",\n        \"packages/core/src/types/streaming.ts\",\n        \"packages/core/src/utils/streaming.ts\",\n        \"packages/cli/tests/unit/characters/README.md\",\n        \"bun.lock\",\n        \"lerna.json\",\n        \"packages/api-client/package.json\",\n        \"packages/app/package.json\",\n        \"packages/cli/package.json\",\n        \"packages/cli/src/commands/deploy/utils/docker-build.ts\",\n        \"packages/client/package.json\",\n        \"packages/client/src/components/chat.tsx\",\n        \"packages/config/package.json\",\n        \"packages/core/package.json\",\n        \"packages/core/src/__tests__/runtime.test.ts\",\n        \"packages/elizaos/package.json\",\n        \"packages/plugin-bootstrap/package.json\",\n        \"packages/plugin-bootstrap/src/__tests__/test-utils.ts\",\n        \"packages/plugin-bootstrap/src/actions/roles.ts\",\n        \"packages/plugin-bootstrap/src/providers/settings.ts\",\n        \"packages/plugin-dummy-services/package.json\",\n        \"packages/plugin-quick-starter/package.json\",\n        \"packages/plugin-sql/package.json\",\n        \"packages/plugin-sql/src/__tests__/integration/base-adapter-methods.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/entity-crud.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/memory.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/world.test.ts\",\n        \"packages/plugin-sql/src/__tests__/migration/migration-before-1.6.5.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/utils.test.ts\",\n        \"packages/plugin-sql/src/base.ts\",\n        \"packages/plugin-sql/src/neon/adapter.ts\",\n        \"packages/plugin-sql/src/pg/adapter.ts\",\n        \"packages/plugin-sql/src/pglite/adapter.ts\",\n        \"packages/plugin-starter/package.json\",\n        \"packages/project-starter/package.json\",\n        \"packages/project-starter/src/character.ts\",\n        \"packages/project-tee-starter/package.json\",\n        \"packages/server/package.json\",\n        \"packages/server/src/__tests__/unit/api/agents-runs.test.ts\",\n        \"packages/server/src/api/agents/runs.ts\",\n        \"packages/server/src/api/index.ts\",\n        \"packages/server/src/api/memory/rooms.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: Enable hot reload for backend development\",\n      \"prNumber\": 6293,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nImplements comprehensive hot reload functionality for backend development. When TypeScript files in watched packages are modified, the system automatically rebuilds the CLI and restarts the server with health verification.\\n\\nPrev\",\n      \"files\": [\n        \"scripts/__tests__/dev-watch.test.ts\",\n        \"scripts/dev-watch.js\"\n      ]\n    },\n    {\n      \"title\": \"feat: unified hooks with multi-transport support (HTTP/SSE/WebSocket)\",\n      \"prNumber\": 6300,\n      \"type\": \"feature\",\n      \"body\": \"This PR introduces unified client hooks with multi-transport support and aligns transport naming between `api-client` and `server` packages.\\r\\n\\r\\n### Key Changes\\r\\n\\r\\n**Client Hooks (packages/client)**\\r\\n- New `useElizaChat` hook - unified inter\",\n      \"files\": [\n        \"packages/api-client/src/__tests__/services/sessions.test.ts\",\n        \"packages/api-client/src/services/sessions.ts\",\n        \"packages/api-client/src/types/sessions.ts\",\n        \"packages/client/src/components/agent-card.cy.tsx\",\n        \"packages/client/src/components/agent-card.tsx\",\n        \"packages/client/src/components/agent-log-viewer.tsx\",\n        \"packages/client/src/components/agent-sidebar.tsx\",\n        \"packages/client/src/components/chat.tsx\",\n        \"packages/client/src/components/profile-overlay.tsx\",\n        \"packages/client/src/components/server-management.tsx\",\n        \"packages/client/src/hooks/__tests__/use-dm-channels.test.ts\",\n        \"packages/client/src/hooks/__tests__/use-http-chat.test.ts\",\n        \"packages/client/src/hooks/__tests__/use-sse-chat.test.ts\",\n        \"packages/client/src/hooks/index.ts\",\n        \"packages/client/src/hooks/use-agent-management.ts\",\n        \"packages/client/src/hooks/use-elevenlabs-voices.ts\",\n        \"packages/client/src/hooks/use-eliza-chat.ts\",\n        \"packages/client/src/hooks/use-eliza.ts\",\n        \"packages/client/src/hooks/use-http-chat.ts\",\n        \"packages/client/src/hooks/use-query-hooks.ts\",\n        \"packages/client/src/hooks/use-socket-chat.ts\",\n        \"packages/client/src/hooks/use-sse-chat.ts\",\n        \"packages/client/src/lib/api-type-mappers.ts\",\n        \"packages/client/src/lib/utils.ts\",\n        \"packages/client/src/routes/agent-detail.tsx\",\n        \"packages/client/src/routes/agent-list.tsx\",\n        \"packages/client/src/routes/agent-settings.tsx\",\n        \"packages/client/src/routes/chat.tsx\",\n        \"packages/client/src/routes/home.tsx\",\n        \"packages/client/src/types.ts\",\n        \"packages/client/src/types/index.ts\",\n        \"packages/server/src/__tests__/fixtures/socketio-client.fixture.ts\",\n        \"packages/server/src/__tests__/integration/http-transport.test.ts\",\n        \"packages/server/src/__tests__/integration/socketio-infrastructure.test.ts\",\n        \"packages/server/src/__tests__/integration/sse-transport.test.ts\",\n        \"packages/server/src/__tests__/integration/websocket-transport.test.ts\",\n        \"packages/server/src/__tests__/unit/api/channels-mode.test.ts\",\n        \"packages/server/src/__tests__/unit/api/response-handlers.test.ts\",\n        \"packages/server/src/__tests__/unit/api/sessions.test.ts\",\n        \"packages/server/src/__tests__/unit/features/socketio-router.test.ts\",\n        \"packages/server/src/api/messaging/channels.ts\",\n        \"packages/server/src/api/messaging/sessions.ts\",\n        \"packages/server/src/api/shared/constants.ts\",\n        \"packages/server/src/api/shared/response-handlers.ts\",\n        \"packages/server/src/api/shared/validation.ts\",\n        \"packages/server/src/index.ts\",\n        \"packages/server/src/socketio/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"chore(license): update year to 2026\",\n      \"prNumber\": 6301,\n      \"type\": \"other\",\n      \"body\": \"Annual copyright year update.\\n\\n- Updated year: 2025 -> 2026\\n- Files affected: LICENSE\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\n\\nUpdated the copyright year in the MIT License from 2025 to 2026. This is a standard annual mainten\",\n      \"files\": [\n        \"LICENSE\"\n      ]\n    },\n    {\n      \"title\": \"fix(plugin-sql): use sql.raw() for SET LOCAL to avoid parameterizatio\u2026\",\n      \"prNumber\": 6316,\n      \"type\": \"bugfix\",\n      \"body\": \"PostgreSQL SET commands do not support parameterized queries. The previous\\r\\nimplementation used Drizzle's sql tagged template which auto-parameterizes\\r\\nvalues, causing \\\"syntax error at or near $1\\\" when ENABLE_DATA_ISOLATION=true.\\r\\n\\r\\n- Chang\",\n      \"files\": [\n        \"packages/plugin-sql/src/__tests__/integration/postgres/withEntityContext.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pg/manager.test.ts\",\n        \"packages/plugin-sql/src/pg/manager.ts\"\n      ]\n    },\n    {\n      \"title\": \"test(plugin-sql): use withEntityContext in RLS tests + isolation in CI\",\n      \"prNumber\": 6330,\n      \"type\": \"tests\",\n      \"body\": \"## Summary\\r\\n\\r\\n- Use `withEntityContext()` in RLS tests instead of raw `pg.Client`\\r\\n- Add `ENABLE_DATA_ISOLATION=true` to CI\\r\\n- Remove redundant `withEntityContext.test.ts`\\r\\n\\r\\nEnsures CI catches the `$1` parameterization bug if it regresses.\",\n      \"files\": [\n        \".github/workflows/plugin-sql-tests.yaml\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-entity.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/withEntityContext.test.ts\",\n        \"packages/plugin-sql/scripts/init-test-db.sql\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/withIsolationContext.test.ts\",\n        \"packages/plugin-sql/src/__tests__/migration/migration-before-1.6.5.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(ci): allow cursor bot to trigger Claude workflows\",\n      \"prNumber\": 6328,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- Add `allowed_bots: \\\"cursor\\\"` to `claude-code-review.yml` and `claude.yml`\\n- Add `github.actor != 'cursor[bot]'` condition to `claude-security-review.yml` (this action doesn't support the `allowed_bots` parameter)\\n\\nFixes workflo\",\n      \"files\": [\n        \".github/workflows/claude-code-review.yml\",\n        \".github/workflows/claude-security-review.yml\",\n        \".github/workflows/claude.yml\"\n      ]\n    },\n    {\n      \"title\": \"feat(ci): upgrade Claude workflows with Opus 4.5 and add security/maintenance jobs\",\n      \"prNumber\": 6324,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\n\\nThis PR upgrades all Claude-powered CI workflows to use stable v1 action and Opus 4.5 model, plus adds two new automated workflows.\\n\\n## Changes\\n\\n### \ud83d\udd04 Updated: `claude.yml` (interactive @claude mentions)\\n\\n| Change | Before | Af\",\n      \"files\": [\n        \".github/workflows/claude-code-review.yml\",\n        \".github/workflows/claude-security-review.yml\",\n        \".github/workflows/claude.yml\",\n        \".github/workflows/weekly-maintenance.yml\"\n      ]\n    },\n    {\n      \"title\": \"fix(plugin-sql): add pool config, error handler, and fix PGLite shutdown\",\n      \"prNumber\": 6323,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nFixes critical issues in plugin-sql that could cause runtime crashes and connection problems.\\n\\n### Changes\\n\\n1. **Fix `null as T` return** (`pglite/adapter.ts`)\\n   - Throw error instead of returning null cast as generic type T\\n  \",\n      \"files\": [\n        \"packages/plugin-sql/src/__tests__/unit/pg/adapter.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pg/manager.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pglite/adapter.test.ts\",\n        \"packages/plugin-sql/src/pg/adapter.ts\",\n        \"packages/plugin-sql/src/pg/manager.ts\",\n        \"packages/plugin-sql/src/pglite/adapter.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(plugin-sql): skip pgcrypto extension for PGLite\",\n      \"prNumber\": 6339,\n      \"type\": \"bugfix\",\n      \"body\": \"- Skip installing `pgcrypto` extension for PGLite/development databases\\r\\n- PGLite uses native `gen_random_uuid()` and doesn't support pgcrypto\\r\\n- Eliminates unnecessary warning logs\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\n\\nTh\",\n      \"files\": [\n        \"packages/plugin-sql/src/runtime-migrator/runtime-migrator.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: plugin-bootstrap (+ sql minor) actions/providers for serverId => messageServerId change\",\n      \"prNumber\": 6333,\n      \"type\": \"bugfix\",\n      \"body\": \"# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nBug fixes (non-breaking change which fixes an issue)\\r\\n\\r\\n## Why are we doing this? Any context or related work?\\r\\n\\r\\nUser reports of 1.7.0 not wor\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/plugin-bootstrap/src/__tests__/logic.test.ts\",\n        \"packages/plugin-bootstrap/src/__tests__/test-utils.ts\",\n        \"packages/plugin-bootstrap/src/actions/roles.ts\",\n        \"packages/plugin-bootstrap/src/actions/settings.ts\",\n        \"packages/plugin-bootstrap/src/providers/settings.ts\",\n        \"packages/plugin-bootstrap/src/providers/world.ts\",\n        \"packages/plugin-sql/src/schema/room.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat(plugin-sql): add Neon serverless support & improve RLS security\",\n      \"prNumber\": 6343,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\r\\n\\r\\nThis PR introduces several improvements to the plugin-sql package focused on security, clarity, and Neon serverless database support.\\r\\n\\r\\n### Key Changes\\r\\n\\r\\n1. **Neon Serverless Support** - Added dedicated adapter and connectio\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/plugin-sql/package.json\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-entity.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-logs.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-message-server-agents.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-server.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/withIsolationContext.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/entity-rls.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/index.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pg/adapter.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pg/manager.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/utils.test.ts\",\n        \"packages/plugin-sql/src/base.ts\",\n        \"packages/plugin-sql/src/index.node.ts\",\n        \"packages/plugin-sql/src/neon/adapter.ts\",\n        \"packages/plugin-sql/src/neon/manager.ts\",\n        \"packages/plugin-sql/src/pg/adapter.ts\",\n        \"packages/plugin-sql/src/pg/manager.ts\",\n        \"packages/plugin-sql/src/pglite/adapter.ts\",\n        \"packages/plugin-sql/src/rls.ts\",\n        \"packages/plugin-sql/src/utils.node.ts\",\n        \"packages/plugin-sql/tsconfig.build.node.json\"\n      ]\n    },\n    {\n      \"title\": \"fix: optimize runtime initialization with parallelization and atomic upserts\",\n      \"prNumber\": 6342,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\r\\n\\r\\nOptimize `runtime.initialize()` performance through atomic upserts and parallelization of independent operations.\\r\\n\\r\\n**Results:** Cold start -30%, Warm start -40%\\r\\n\\r\\n## Problem\\r\\n\\r\\nThe current initialization flow has several in\",\n      \"files\": [\n        \"packages/core/src/__tests__/runtime.test.ts\",\n        \"packages/core/src/runtime.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/base-adapter-methods.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/entity-crud.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/world.test.ts\",\n        \"packages/plugin-sql/src/base.ts\",\n        \"packages/server/src/services/message.ts\",\n        \"bun.lock\",\n        \"packages/plugin-sql/src/__tests__/integration/memory.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/utils.test.ts\",\n        \"packages/plugin-sql/src/neon/adapter.ts\",\n        \"packages/plugin-sql/src/pg/adapter.ts\",\n        \"packages/plugin-sql/src/pglite/adapter.ts\",\n        \"packages/server/src/__tests__/unit/api/agents-runs.test.ts\",\n        \"packages/server/src/api/agents/runs.ts\",\n        \"packages/server/src/api/index.ts\",\n        \"packages/server/src/api/memory/rooms.ts\",\n        \"packages/server/src/api/messaging/jobs.ts\",\n        \"packages/server/src/api/messaging/sessions.ts\",\n        \"packages/server/src/middleware/rate-limit.ts\",\n        \"packages/server/src/middleware/validation.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat(core): support EMBEDDING_DIMENSION setting to skip API call\",\n      \"prNumber\": 6357,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\n- Add support for configuring embedding dimension via `EMBEDDING_DIMENSION` character setting, which skips the expensive ~500ms embedding API call during agent initialization\\n- Simplify `ensureEmbeddingDimension` method (38 \u2192 27 \",\n      \"files\": [\n        \"packages/core/src/__tests__/runtime.test.ts\",\n        \"packages/core/src/runtime.ts\"\n      ]\n    }\n  ],\n  \"topContributors\": [\n    {\n      \"username\": \"standujar\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n      \"totalScore\": 239.5162580507739,\n      \"prScore\": 176.74025805077392,\n      \"issueScore\": 0,\n      \"reviewScore\": 61.5,\n      \"commentScore\": 1.2759999999999998,\n      \"summary\": \"standujar: Focused on strengthening the database infrastructure and security within the elizaos/eliza repository, most notably by implementing Neon serverless support and enhancing Row Level Security (RLS) schemas in PR #6343. They demonstrated a significant commitment to system reliability by contributing over 7,700 lines of test code to isolate RLS contexts (PR #6330) and addressing compatibility issues for PGLite (PR #6339). Beyond these merged improvements, they worked on optimizing runtime initialization through parallelization and provided technical feedback via 11 total reviews and comments. Their primary focus this month was on bug fixes and extensive test coverage, particularly within the SQL plugin architecture.\"\n    },\n    {\n      \"username\": \"0xbbjoker\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/54844437?u=90fe1762420de6ad493a1c1582f1f70c0d87d8e2&v=4\",\n      \"totalScore\": 197.05223999227877,\n      \"prScore\": 173.55223999227877,\n      \"issueScore\": 0,\n      \"reviewScore\": 23.5,\n      \"commentScore\": 0,\n      \"summary\": \"0xbbjoker: Focused on enhancing database reliability and performance within the elizaos/eliza repository, notably resolving a critical SQL parameterization issue in the SQL plugin via PR #6316 (+278/-1 lines). They further contributed to system scalability by proposing a new LRU caching layer for the database adapter in PR #6329 and maintained high code quality through two peer reviews. Their work involved extensive modifications across 378 files, demonstrating a significant commitment to bug fixes and testing infrastructure. Overall, their primary focus this month was on stabilizing and optimizing core database plugins and backend configurations.\"\n    },\n    {\n      \"username\": \"wtfsayo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/82053242?u=98209a1f10456f42d4d2fa71db4d5bf4a672cbc3&v=4\",\n      \"totalScore\": 177.48902788001413,\n      \"prScore\": 167.65102788001414,\n      \"issueScore\": 0,\n      \"reviewScore\": 9,\n      \"commentScore\": 0.838,\n      \"summary\": \"wtfsayo: Focused on enhancing infrastructure stability and database reliability, notably delivering a significant overhaul to the SQL plugin in elizaos/eliza (#6323) that introduced critical pool configurations and error handling. They also modernized the project's CI/CD pipeline by upgrading Claude workflows to Opus 4.5 and enabling automated bot triggers (#6324, #6328). Across 45 commits, they managed extensive modifications to nearly 400 files, demonstrating a high-impact focus on bug fixes and configuration management. Their primary contributions centered on improving system resilience through robust database integration and automated workflow optimizations.\"\n    },\n    {\n      \"username\": \"greptile-apps\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/867647?v=4\",\n      \"totalScore\": 167.938,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 166.5,\n      \"commentScore\": 1.438,\n      \"summary\": \"greptile-apps: Focused exclusively on providing feedback and guidance through 14 code reviews and 4 pull request comments this month. Despite having no direct code changes or merged pull requests, they maintained a consistent presence in the review process to support team contributions. Their primary impact was centered on collaborative oversight and technical discussion within the pull request workflow.\"\n    },\n    {\n      \"username\": \"odilitime\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n      \"totalScore\": 129.13983143172504,\n      \"prScore\": 127.72383143172503,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 1.416,\n      \"summary\": \"odilitime: Focused on enhancing core plugin functionality and build system efficiency, notably merging a substantial update to the bootstrap plugin and SQL actions in elizaos/eliza (#6333) that involved over 6,900 lines of code changes. They also addressed infrastructure performance by optimizing build task inputs in turbo.json (#6349) and triaged a regression in Discord slash commands (elizaos-plugins/plugin-discord#15). Their work this month demonstrates a strong emphasis on system stability and configuration, with a primary focus on bug fixes and architectural improvements across code and test files.\"\n    },\n    {\n      \"username\": \"madjin\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/32600939?u=cdcf89f44c7a50906c7a80d889efa85023af2049&v=4\",\n      \"totalScore\": 102.50445676214966,\n      \"prScore\": 80.30445676214967,\n      \"issueScore\": 22,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"madjin: Focused on expanding the functionality and user experience of the project's web presence, most notably by implementing a comprehensive MMORPG-style character system for the leaderboard API in elizaos/elizaos.github.io #193. This substantial contribution involved over 2,800 lines of code and established a foundation for complex features like class evolution and visual identity systems, which they further detailed through 11 new feature requests and bug reports. Beyond these gamification enhancements, they improved site accessibility by adding an XSL stylesheet for browser-rendered RSS feeds in #188 and identified critical performance bottlenecks regarding memory consumption in the build process. Their work this month primarily centered on feature development and configuration, significantly advancing the project's interactive and data-driven capabilities.\"\n    },\n    {\n      \"username\": \"1bcMax\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/195689928?u=85f5178dd043e3d408b42cb5685e65806d723b1a&v=4\",\n      \"totalScore\": 63.23034748685607,\n      \"prScore\": 62.89034748685607,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.33999999999999997,\n      \"summary\": \"1bcMax: Focused on expanding payment capabilities within the ecosystem by initiating the implementation of the plugin-blockrun for x402 micropayments in elizaos/eliza (#6355). This substantial feature addition involved over 1,000 lines of new code across 11 files, demonstrating a significant investment in building out financial infrastructure. The work shows a comprehensive approach to development, with a balanced focus on core feature logic, testing, and configuration.\"\n    },\n    {\n      \"username\": \"borisudovicic\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31806472?u=8935f4d43fd7e4eb9bf5ff92d54d4d2f8ac8a786&v=4\",\n      \"totalScore\": 58,\n      \"prScore\": 0,\n      \"issueScore\": 58,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"borisudovicic: Focused on refining the user experience and product logic for the Eliza platform, driving the resolution of 18 issues related to agent discovery, chat interface usability, and credit management. They played a key role in defining the \\\"SDK-first Hooks Mode\\\" (#5966) and \\\"Core Hooks\\\" (#5928) architecture while overseeing critical UI/UX polish, such as optimizing chat box dynamics (#6310) and improving the agent creation workflow (#6306, #6307). Their contributions centered on streamlining the onboarding process for non-signed-up users (#6312, #6353) and enhancing the public agent ecosystem through better state separation and knowledge transfer (#6313, #6303). Overall, their activity focused on product management and quality assurance to ensure a cohesive and scalable agent-building experience.\"\n    },\n    {\n      \"username\": \"revlentless\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/215957173?v=4\",\n      \"totalScore\": 43.5437738965761,\n      \"prScore\": 43.5437738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"lalalune\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/18633264?u=e2e906c3712c2506ebfa98df01c2cfdc50050b30&v=4\",\n      \"totalScore\": 34.1407738965761,\n      \"prScore\": 34.1407738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"lalalune: Focused on a massive structural overhaul of the codebase, primarily driven by the ongoing development of the \\\"V2.0.0\\\" release in elizaos/eliza (#6351). This high-impact effort involved 191 commits and extensive modifications across over 33,000 files, signaling a comprehensive restructuring of the project's architecture. Their work demonstrated a balanced commitment to stability and quality, with a primary focus on bugfixes, configuration updates, and core code enhancements.\"\n    },\n    {\n      \"username\": \"rejected-l\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/99460023?u=977f49541583c40f4fc5f6a9f11ca6c6a78b362a&v=4\",\n      \"totalScore\": 24.119306144334054,\n      \"prScore\": 24.119306144334054,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"rejected-l: Focused on administrative maintenance within the elizaos/eliza repository, specifically ensuring legal compliance by updating the project's licensing information. They successfully merged PR #6301 to update the license year, demonstrating attention to project documentation and upkeep. This work involved minor adjustments across two files, reflecting a primary focus on general repository maintenance and chore-related tasks.\"\n    },\n    {\n      \"username\": \"linear\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/20150?v=4\",\n      \"totalScore\": 18,\n      \"prScore\": 0,\n      \"issueScore\": 18,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"linear: Focused on architectural improvements and system stability by identifying and documenting critical technical enhancements across the elizaos/eliza repository. They prioritized core infrastructure by proposing solutions for JWT authentication (#6327), message processing parallelization (#6337), and runtime initialization optimization (#6334). Their contributions also addressed immediate reliability issues, including a fix for double processing in the Messaging API (#6298) and resolving a race condition in credit deduction (#6338). Overall, their focus remained on high-level system design, database query patterns, and backend security.\"\n    },\n    {\n      \"username\": \"takasaki404\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/193405421?u=8b79613f736e04d6e10ebe37042851efa758768d&v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"takasaki404: Focused on ecosystem expansion by initiating the integration of new tools into the plugin registry. They submitted a configuration update in elizaos-plugins/registry (#247) to add the @zane-archer/plugin-aimo-router package. This contribution was centered entirely on registry management and configuration maintenance.\"\n    },\n    {\n      \"username\": \"kamiyo-ai\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/197570892?u=4c83683aeb4fdfcb6c7e747ec6fd77619964952b&v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"kamiyo-ai: Focused on expanding the ecosystem by initiating the integration of a new plugin into the registry. This effort is centered on the submission of PR #246 in elizaos-plugins/registry to add the @kamiyo/eliza plugin. Their primary focus this month has been on plugin registration and ecosystem contribution.\"\n    },\n    {\n      \"username\": \"ChristopherTrimboli\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/27584221?u=0d816ce1dcdea8f925aba18bb710153d4a87a719&v=4\",\n      \"totalScore\": 10,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 10,\n      \"commentScore\": 0,\n      \"summary\": \"ChristopherTrimboli: Focused on quality assurance and peer collaboration this month, contributing through the review and approval of two pull requests. Their involvement centered on providing oversight and validation for team contributions rather than direct code implementation. This activity reflects a focus on maintaining project standards through the code review process.\"\n    },\n    {\n      \"username\": \"thewoweffect\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/113222443?u=cb21d15b0ce815d0f68167f2eca236aad6c64598&v=4\",\n      \"totalScore\": 2.3000000000000003,\n      \"prScore\": 0,\n      \"issueScore\": 2.1,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": null\n    },\n    {\n      \"username\": \"tdnupe3\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/25161668?u=94680b6bcbcfce954c7a9dd09d667a3919953041&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"samarth30\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/48334430?u=1fc119a6c2deb8cf60448b4c8961cb21dc69baeb&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"samarth30: Focused on project expansion by proposing a new \\\"Apps promotion\\\" feature for the elizaos/eliza repository. This contribution involved identifying a growth opportunity and documenting the requirement in issue #6341. Their primary focus this month was on feature ideation and initial project planning.\"\n    },\n    {\n      \"username\": \"GarrickBrown\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/41980127?u=605528eb2347d8e0368ae5b08e6fdbdbfb5c293b&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"GarrickBrown: Focused on identifying and reporting stability issues within the Telegram plugin ecosystem. They documented a critical TypeError occurring during image processing, opening issue #23 in elizaos-plugins/plugin-telegram to facilitate a fix for the crashing bug. Their primary focus this month was on bug reporting and improving the reliability of plugin-based image handling.\"\n    }\n  ],\n  \"newPRs\": 22,\n  \"mergedPRs\": 15,\n  \"newIssues\": 42,\n  \"closedIssues\": 32,\n  \"activeContributors\": 20\n}",
-  "github_extracted_data_user_summaries_text_last_7_days_for_2026-01-15": "[\"greptile-apps_day_2026-01-09\", \"greptile-apps\", \"day\", \"2026-01-09\", \"greptile-apps: No activity today.\", \"2026-01-11T04:03:36.643Z\"]\n[\"ChristopherTrimboli_day_2026-01-09\", \"ChristopherTrimboli\", \"day\", \"2026-01-09\", \"ChristopherTrimboli: No activity today.\", \"2026-01-11T04:03:36.642Z\"]\n[\"cursoragent_day_2026-01-09\", \"cursoragent\", \"day\", \"2026-01-09\", \"cursoragent: Modified 3 files with 3 commits, primarily focusing on feature work (67%) and other work (33%), indicating contributions across various file types.\", \"2026-01-11T04:03:36.769Z\"]\n[\"0xbbjoker_day_2026-01-09\", \"0xbbjoker\", \"day\", \"2026-01-09\", \"0xbbjoker: Today, 0xbbjoker focused on substantial code changes, modifying 251 files with a net addition of over 21,000 lines across 9 commits, primarily addressing bug fixes and other work, with some feature development. This significant output, despite no merged PRs, indicates a deep dive into core development tasks.\", \"2026-01-11T04:03:36.859Z\"]\n[\"borisudovicic_day_2026-01-09\", \"borisudovicic\", \"day\", \"2026-01-09\", \"borisudovicic: Focused on identifying and documenting several user experience and UI improvements within the `elizaos/eliza` repository, creating four new issues including enhancements for login/signup flow (elizaos/eliza#6354), agent menu clarity (elizaos/eliza#6353), and dashboard icon consistency (elizaos/eliza#6352).\", \"2026-01-11T04:03:36.976Z\"]\n[\"odilitime_day_2026-01-09\", \"odilitime\", \"day\", \"2026-01-09\", \"odilitime: Focused on optimizing build processes, opening PR elizaos/eliza#6349 to improve build task inputs in `turbo.json`, and contributing 2 PR comments while modifying 35 configuration files with a net addition of 1377 lines.\", \"2026-01-11T04:03:37.448Z\"]\n[\"lalalune_day_2026-01-09\", \"lalalune\", \"day\", \"2026-01-09\", \"lalalune: Focused on a significant bugfix effort, modifying over 1.1 million lines across 11987 files in 13 commits, with a primary focus on config, code, and tests, and has an open PR, elizaos/eliza#6351, for a \\\"V2.0.0\\\" release.\", \"2026-01-11T04:03:37.491Z\"]\n[\"dependabot[bot]_day_2026-01-10\", \"dependabot[bot]\", \"day\", \"2026-01-10\", \"dependabot[bot]: No activity today.\", \"2026-01-11T23:15:46.546Z\"]\n[\"standujar_day_2026-01-09\", \"standujar\", \"day\", \"2026-01-09\", \"standujar: Modified 39 files with 2 commits, focusing on bugfix work and tests work, indicating a focus on code quality and stability.\", \"2026-01-11T04:03:37.377Z\"]\n[\"madjin_day_2026-01-09\", \"madjin\", \"day\", \"2026-01-09\", \"madjin: Focused on significant feature development, successfully merging a substantial PR in elizaos/elizaos.github.io (#193) that introduced an MMORPG-style character system to the leaderboard API, involving over 2.8k lines of changes. This work was complemented by the creation of seven new issues outlining further enhancements and extensions to this character system, demonstrating a clear focus on feature work and code related to configuration.\", \"2026-01-11T04:03:37.451Z\"]\n[\"lalalune_day_2026-01-10\", \"lalalune\", \"day\", \"2026-01-10\", \"lalalune: Focused on a substantial refactor, modifying 7195 files with a net addition of over 485,000 lines of code across 21 commits, primarily addressing bug fixes and other work.\", \"2026-01-11T23:15:46.812Z\"]\n[\"madjin_day_2026-01-10\", \"madjin\", \"day\", \"2026-01-10\", \"madjin: Focused on significant feature development and bug fixes, modifying 47 files with substantial code changes (+3776/-348 lines) across 11 commits, and also provided a PR comment.\", \"2026-01-11T23:15:46.771Z\"]\n[\"takasaki404_day_2026-01-09\", \"takasaki404\", \"day\", \"2026-01-09\", \"takasaki404: Focused on expanding the plugin registry by opening PR elizaos-plugins/registry#247 to add a new router plugin, demonstrating an effort to integrate new functionalities. This involved a minor configuration file modification.\", \"2026-01-11T04:03:37.739Z\"]\n[\"Valcyclovir_lifetime_2026-01-11\", \"Valcyclovir\", \"lifetime\", \"2026-01-11\", \"# Valcyclovir\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented functional behaviors and configuration defaults within the ElizaOS ecosystem.\\n  - Issues: elizaos/eliza#4272 (X bot doesn't reply to any mentions at all), elizaos/eliza#4160 (ElizaOS always defaults to open AI)\", \"2026-01-11 00:53:08\"]\n[\"xeroc_lifetime_2026-01-11\", \"xeroc\", \"lifetime\", \"2026-01-11\", \"# xeroc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration:** Reported registration failures regarding specific beta versions of the Anthropic plugin.\\n  - Issues: elizaos/eliza#4251 (@elizaos/plugin-anthropic@1.0.0-beta.28 does not register for...)\", \"2026-01-11 00:53:10\"]\n[\"jiggyjo11_lifetime_2026-01-11\", \"jiggyjo11\", \"lifetime\", \"2026-01-11\", \"# jiggyjo11\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Knowledge Plugin Engineering:** Executed a substantial refactor (+3198/-2608 lines) to resolve contextual knowledge bugs, enhance logging infrastructure, and update documentation. This work included modifications to both source code and test files.\\n  - PRs: elizaos-plugins/plugin-knowledge#29 (Fix contextual knowledge bugs, improve logging and document p...)\\n\\n- **Deployment & Runtime Reporting:** Documented specific failures regarding Discord client initialization and Docker deployments on Google Cloud.\\n  - Issues: elizaos/eliza#4269 (Discord doens't reply when deployed with docker on google clo...), elizaos/eliza#4258 (discord client not loading on pnpm start)\", \"2026-01-11 00:53:16\"]\n[\"tylermcwilliams_lifetime_2026-01-11\", \"tylermcwilliams\", \"lifetime\", \"2026-01-11\", \"# tylermcwilliams\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 29 hours\\n\\n## Contribution Domains\\n- **Core API Development:** Implemented the `generateText()` API within the core module. Work included substantial code additions and accompanying test coverage (20% of file modifications were tests).\\n  - PRs: elizaos/eliza#6062 (feat(core): implement generateText() API)\", \"2026-01-11 00:53:16\"]\n[\"madjin_lifetime_2026-01-11\", \"madjin\", \"lifetime\", \"2026-01-11\", \"# madjin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 65 merged, 5 open\\n- **Pull Requests Reviewed:** 15 total (10 approvals, 0 change requests, 5 comments)\\n- **Issues:** 49 opened, 34 closed\\n- **Avg Time to Merge:** 34 hours\\n\\n## Contribution Domains\\n- **Documentation & Knowledge Management:** Authored and updated technical documentation, JSDoc comments, and community guides.\\n  - PRs: elizaos/eliza#3951 (chore: V2 develop docs), elizaos/eliza#152 (update docs), elizaos/eliza#1114 (feat: New docs for community section), elizaos/eliza#4078 (Update JSDoc documentation across 62 files), elizaos/eliza#3772 (chore: improve quickstart, plugin showcase, doc fixes).\\n- **Web Infrastructure & Leaderboard:** Developed features for the project's web presence, including RSS feeds, badge systems, and API endpoints.\\n  - PRs: elizaos/elizaos.github.io#124 (feat: Add gold checkmark icon for linked wallets), elizaos/elizaos.github.io#161 (feat: Implement MVP Badge System), elizaos/elizaos.github.io#193 (feat: add MMORPG-style character system to leaderboard API), elizaos/elizaos.github.io#172 (feat: add RSS feed endpoint).\\n- **Pipeline & Configuration:** Modified CI/CD configurations, rate limiting, and environment variable handling for multi-repository support.\\n  - PRs: elizaos/elizaos.github.io#160 (feat: Add adaptive rate limiting), elizaos/elizaos.github.io#180 (feat: make all fork-specific values configurable), elizaos/elizaos.github.io#109 (feat: update repoconfig).\\n\\n## Contribution Patterns\\n- **Code Patterns:** Submits PRs averaging +7,312/-2,373 lines. 76% of modified files are documentation, while 15% are code. Modified 18,892 files across 657 commits. Largest PR involved +80,070/-32,240 lines (elizaos/eliza#3951).\\n- **Review Patterns:** Conducted 15 reviews with a 66% approval rate and 0% change requests.\\n- **Collaboration Patterns:** Contributed to 2 repositories. Opened 49 issues and closed 34. Engaged in 40 PR comments and 49 issue comments.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with documentation updates in elizaos/eliza (elizaos/eliza#152).\\n- **Growth phases:** Expanded from basic documentation updates to implementing community sections and JSDoc standards in early 2025.\\n- **Shifts:** Added focus on web infrastructure and gamification systems in elizaos/elizaos.github.io starting in late 2025.\\n- **Current:** Recent activity in January 2026 involves documentation refinement (elizaos/eliza#5182) and expanding the leaderboard API (elizaos/elizaos.github.io#193).\\n\\n## Repository Metrics\\n- **PR Distribution:** elizaos/elizaos.github.io: 54% (21/39 PRs), elizaos/eliza: 1% (44/3407 PRs).\\n- **Issue-PR Linkage:** 5% of merged PRs close tracked issues (3/65).\\n- **Review Network:** Top 3 reviewers: @odilitime (8 reviews, 8 approvals), @monilpat (6 reviews, 5 approvals), @coderabbitai (5 reviews, 0 approvals). Total unique reviewers: 14.\\n\\n## Key Signals\\n- **Scale Indicators:** PRs average +7,312/-2,373 lines; modified 18,892 files across 657 commits; largest PR: +80k/-32k lines.\\n- **Review Concentration:** Top 2 reviewers provided 87% of approvals (13/15); 14 unique reviewers across all PRs.\\n- **Engagement Patterns:** 5% of PRs close tracked issues (3/65); 0% of reviews requested changes (0/15).\\n- **Temporal Span:** Active span: 14 months from Nov 2024 to Jan 2026.\\n\\n## Competing Hypotheses\\n- **For large PR sizes (avg >7k lines):** Could indicate bulk documentation consolidation, automated JSDoc generation, or large-scale file migrations between directories.\\n- **For low issue linkage (5%):** Could indicate proactive documentation maintenance not tied to specific bug reports, or coordination of web features via external communication channels.\\n- **For high contribution share in elizaos.github.io (54%):** Could indicate a specialized role in web infrastructure or a primary maintainer status for the project's frontend and API components.\\n- **For review concentration (top 2 >80%):** Could indicate a small pool of active maintainers for the specific repositories or consistent availability of specific reviewers.\\n- **For file type skew (76% docs):** Could indicate a project phase focused on technical debt reduction through documentation or a specialized role in knowledge management.\", \"2026-01-11T04:03:45.950Z\"]\n[\"boorich_lifetime_2026-01-11\", \"boorich\", \"lifetime\", \"2026-01-11\", \"# boorich\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Quality Reporting:** Identified syntax errors in client API error handling logic.\\n  - Issues: elizaos/eliza#4249 (Duplicate variable declaration in client API error handling)\", \"2026-01-11 00:53:24\"]\n[\"MehmoodSheikh_lifetime_2026-01-11\", \"MehmoodSheikh\", \"lifetime\", \"2026-01-11\", \"# MehmoodSheikh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Feature Requests:** Documented platform limitations and requested functionality enhancements within the Eliza AI agent ecosystem.\\n  - Issues: elizaos/eliza#4241 (requested feature to enable tweeting with media), elizaos/eliza#3504 (reported Twitter profile fetch failure when using ProtonVPN).\", \"2026-01-11 00:53:26\"]\n[\"Titan-Node_lifetime_2026-01-11\", \"Titan-Node\", \"lifetime\", \"2026-01-11\", \"# Titan-Node\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Integrations:** Implemented a new image provider integration for Livepeer.\\n  - PRs: elizaos/eliza#1525 (feat: Add Livepeer Image Provider)\\n- **Bug Fixes:** Corrected text formatting logic for Twitter posts to prevent newline character inclusion.\\n  - PRs: elizaos/eliza#1070 (fix: Fixed twitter posts include from including `/n` in the text)\\n- **Issue Reporting:** Documented V2 runtime errors regarding task retrieval, environment variables, and group chat functionality.\\n  - Issues: elizaos/eliza#4238, elizaos/eliza#4282, elizaos/eliza#4315\", \"2026-01-11 00:53:35\"]\n[\"tskoyo_lifetime_2026-01-11\", \"tskoyo\", \"lifetime\", \"2026-01-11\", \"# tskoyo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Feature Requests:** Submitted bug reports regarding type definitions and plugin usage, and requested model support.\\n  - Issues: elizaos/eliza#4234 (Cannot find type definition file for 'hapi__shot'), elizaos/eliza#3380 (Unable to use plugin-evm), elizaos/eliza#2722 (Deepseek support in Eliza eliza-starter repository)\", \"2026-01-11 00:53:35\"]\n[\"vamostibor03_lifetime_2026-01-11\", \"vamostibor03\", \"lifetime\", \"2026-01-11\", \"# vamostibor03\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Setup:** Proposed workflow configuration additions and documented agent initialization failures.\\n  - PRs: elizaos/eliza#1282 (new workflow)\\n  - Issues: elizaos/eliza#4221 (Setting up agent doesn't work)\", \"2026-01-11 00:53:36\"]\n[\"levsagiv_lifetime_2026-01-11\", \"levsagiv\", \"lifetime\", \"2026-01-11\", \"# levsagiv\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified potential bugs regarding data usage in external provider integrations.\\n  - Issues: elizaos/eliza#4224 (Provider Data Not Used When Posting to Twitter)\", \"2026-01-11 00:53:36\"]\n[\"tcm390_lifetime_2026-01-11\", \"tcm390\", \"lifetime\", \"2026-01-11\", \"# tcm390\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 339 merged, 20 open\\n- **Pull Requests Reviewed:** 187 total (125 approvals, 13 change requests, 37 comments)\\n- **Issues:** 15 opened, 15 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Client Interface & GUI:** Implemented extensive UI features including chat interfaces, settings panels, and agent configuration tools.\\n  - PRs: elizaos/eliza#4270 (GUI support for importing JSON agents), elizaos/eliza#5373 (sidebar implementation), elizaos/eliza#5179 (chat title generation), elizaos/eliza#3907 (GUI thumbnails), elizaos/eliza#3731 (client UI agent configuration), elizaos/eliza#5446 (image generation UI action), elizaos/eliza#5115 (file uploading fixes), elizaos/eliza#4033 (drag & drop environment uploading), elizaos/eliza#5351 (agent card tweaks), elizaos/eliza#3929 (UI tweaks).\\n\\n- **Platform Integrations (Twitter, Discord, Telegram):** Managed client interactions, voice support, and platform-specific logic.\\n  - PRs: elizaos/eliza#4192 (Twitter interaction fixes), elizaos/eliza#3655 (Twitter Space actions), elizaos/eliza#4134 (Telegram community manager), elizaos/eliza#3680 (Discord voice join/leave), elizaos/eliza#1339 (long tweet handling), elizaos/eliza#2576 (X Spaces silence detection), elizaos/eliza#4265 (Discord action fixes), elizaos/eliza#3053 (Telegram message collision fix), elizaos/eliza#4264 (Discord actions fix), elizaos/eliza#1242 (Twitter template fixes).\\n\\n- **Core Runtime & Agent Logic:** Refactored core execution paths, action handling, and type definitions.\\n  - PRs: elizaos/eliza#5825 (multi-step action implementation), elizaos/eliza#6004 (idempotent runtime initialization), elizaos/eliza#5998 (runtime type definition refactor), elizaos/eliza#5528 (prompt exclusivity logic), elizaos/eliza#4608 (reply action logic), elizaos/eliza#1805 (model config refactor), elizaos/eliza#3364 (Anthropic provider support), elizaos/eliza#5536 (V1 to V2 character conversion), elizaos/eliza#5056 (callback and isPlan logic revert), elizaos/eliza#2772 (message parsing improvements).\\n\\n- **AI Services & Media Processing:** Integrated TTS/STT providers and image generation models.\\n  - PRs: elizaos/eliza#4255 (OpenAI TTS integration), elizaos/eliza#4259 (OpenAI TTS testing), elizaos/eliza#3452 (ElevenLabs plugin), elizaos/eliza#3939 (GUI STT & TTS fixes), elizaos/eliza#3056 (Image vision model provider fixes), elizaos/eliza#1605 (token trimming for non-OpenAI models), elizaos/eliza#4329 (OpenAI STT fixes), elizaos/eliza#1625 (transcription provider selection).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently submits rapid succession \\\"fix\\\" PRs immediately following larger \\\"feat\\\" merges (e.g., GUI features followed by multiple UI tweaks/fixes). Combines frontend React work with backend runtime logic in single workflows.\\n- **Review patterns:** Approves 67% of reviewed PRs. Focuses reviews on core logic and client UI consistency.\\n- **Collaboration patterns:** Works primarily within `elizaos/eliza` but maintains `plugin-farcaster`. Frequently interacts with @odilitime and @wtfsayo on reviews.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with Twitter client integrations and basic UI components.\\n- **Growth phases:**\\n  - **Nov 2024 - Jan 2025:** Focused heavily on Twitter client stability, long tweet handling, and initial Discord integrations.\\n  - **Feb 2025 - May 2025:** Shifted focus to GUI development, building out the agent creator, settings panels, and chat interface.\\n  - **Jun 2025 - Aug 2025:** Expanded into voice support (Discord/Telegram) and multimedia handling (TTS/STT).\\n- **Current:** Recent activity (Sept-Oct 2025) concentrates on Core Runtime refactoring, specifically multi-step actions, type definitions, and runtime initialization stability.\\n\\n## Organizational Signals\\n- **Repo Ownership:** High ownership in `elizaos-plugins/plugin-farcaster` (38% of merged PRs). Significant volume in `elizaos/eliza` (10% of all merged PRs), indicating a maintainer-level workload.\\n- **Work Structure:** 0% issue linkage rate (0/339 merged PRs linked to issues). Work appears to be driven by internal roadmap or direct communication rather than public issue tracking.\\n- **Review Dependencies:** High reliance on @cursor (88 reviews) and @odilitime (38 reviews) for merging code.\", \"2026-01-11 00:53:41\"]\n[\"JulioMCruz_lifetime_2026-01-11\", \"JulioMCruz\", \"lifetime\", \"2026-01-11\", \"# JulioMCruz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Client Application Reporting:** Documented runtime errors within the client application, specifically regarding loading failures and audio input/output functionality.\\n  - Issues: elizaos/eliza#3896 (using the client app, when try to use mic and play aloud are ...), elizaos/eliza#2588 (Client App not load due a error)\", \"2026-01-11 00:53:48\"]\n[\"LongJeongS_lifetime_2026-01-11\", \"LongJeongS\", \"lifetime\", \"2026-01-11\", \"# LongJeongS\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identified configuration errors regarding model usage in plugins.\\n  - Issues: elizaos/eliza#4210 (OpenAI Plugin using `gpt-4-vision-preview` model leading to 4...)\", \"2026-01-11 00:53:50\"]\n[\"LinuxIsCool_lifetime_2026-01-11\", \"LinuxIsCool\", \"lifetime\", \"2026-01-11\", \"# LinuxIsCool\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 11 opened, 9 closed\\n- **Avg Time to Merge:** 374 hours\\n\\n## Contribution Domains\\n- **Agent Runtime & Logic:** Modifications focus on fact retrieval, RAG knowledge handling, and post selection logic within the Eliza framework.\\n  - PRs: elizaos/eliza#2635 (Enable fetching relevant facts in the facts provider), elizaos/eliza#2924 (Fix ragKnowledge so that it doesn't load entire document), elizaos/eliza#2630 (Select 5 post examples in runtime instead of 50).\\n- **Documentation & Formatting:** Updates address configuration guides and markdown rendering adjustments.\\n  - PRs: elizaos/eliza#2632 (add docs on configuring secrets for multi agent workflows), elizaos/eliza#6159 (fix markdown spacing compact).\", \"2026-01-11 00:53:50\"]\n[\"fction_lifetime_2026-01-11\", \"fction\", \"lifetime\", \"2026-01-11\", \"# fction\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime error related to tweet processing logic.\\n  - Issues: elizaos/eliza#3877 (Error processing tweet undefined)\", \"2026-01-11 00:53:52\"]\n[\"suryanshkushwaha_lifetime_2026-01-11\", \"suryanshkushwaha\", \"lifetime\", \"2026-01-11\", \"# suryanshkushwaha\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime memory constraints within the Eliza framework.\\n  - Issues: elizaos/eliza#3664 (RAG Knowledge JavaScript Heap Out of Memory)\", \"2026-01-11 00:54:01\"]\n[\"zacmero_lifetime_2026-01-11\", \"zacmero\", \"lifetime\", \"2026-01-11\", \"# zacmero\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified integration failures regarding client linking.\\n  - Issues: elizaos/eliza#3785 (Discord & Telegram Client Integration Failing to Link with Ag...)\", \"2026-01-11 00:54:01\"]\n[\"yungalgo_lifetime_2026-01-11\", \"yungalgo\", \"lifetime\", \"2026-01-11\", \"# yungalgo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 93 merged, 38 open\\n- **Pull Requests Reviewed:** 22 total (1 approvals, 0 change requests, 21 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **CLI Infrastructure & Commands:** Developed and refactored core CLI commands including start, update, create, and environment management. Centralized directory detection logic to support monorepo structures.\\n  - PRs: elizaos/eliza#4583 (start command implementation), elizaos/eliza#4591 (update command logic), elizaos/eliza#4964 (create command with TEE support), elizaos/eliza#4610 (env command implementation), elizaos/eliza#5246 (centralize directory detection logic), elizaos/eliza#4987 (resolve env command interactive mode).\\n\\n- **Plugin Publishing & Management:** Built workflows for plugin publishing, npm authentication, and registry integration. Handled gitignore generation and template path resolution.\\n  - PRs: elizaos/eliza#4795 (CLI publish command update), elizaos/eliza#4095 (fix plugin publishing), elizaos/eliza#4731 (npm auth and validation), elizaos/eliza#4424 (refactor publish command), elizaos/eliza#5270 (change plugins to agent-scoped architecture), elizaos/eliza#4161 (node_modules gitignore handling).\\n\\n- **Testing & Quality Assurance:** Implemented E2E testing for starter templates and CLI commands. Resolved compilation failures and standardized test assertions.\\n  - PRs: elizaos/eliza#5720 (enable E2E for starter templates), elizaos/eliza#4688 (CLI test command fixes), elizaos/eliza#4004 (validate CLI functionality), elizaos/eliza#4813 (resolve E2E compilation failures), elizaos/eliza#5245 (restore test assertions after refactor).\\n\\n- **Core Refactoring & Maintenance:** Executed large-scale refactors to remove unused imports, fix linting errors, and optimize build processes.\\n  - PRs: elizaos/eliza#3606 (refactor memory queries and knowledge metadata), elizaos/eliza#3761 (fix linting in core swarm components), elizaos/eliza#5011 (centralize directory detection), elizaos/eliza#4740 (remove unused PDF.js imports).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently performs large-scale deletions alongside feature additions (e.g., elizaos/eliza#4688 removed 52k lines). Centralizes repeated logic into shared utilities (e.g., directory detection) before applying it across multiple commands.\\n- **Review patterns:** Review activity is low relative to authorship volume. Engagement consists primarily of comments rather than approvals or change requests.\\n- **Collaboration patterns:** Works primarily within `elizaos/eliza` but extends documentation in `elizaos/docs`. Relies heavily on automated/AI reviewers (Copilot, Coderabbit) for PR feedback.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in February 2025, initially focusing on general refactoring and linting (elizaos/eliza#3606).\\n- **Growth phases:** Activity spiked around the \\\"ELIZA290\\\" initiative, delivering a suite of CLI commands (start, update, dev, env) in rapid succession.\\n- **Shifts:** Focus shifted from core runtime refactoring to developer tooling (CLI) and later to the plugin ecosystem (publishing, registry, templates).\\n- **Current:** Recent activity (October 2025) concentrates on stabilizing E2E tests, refining the `publish` command, and managing registry entries in `elizaos-plugins/registry`.\\n\\n## Organizational Signals\\n- **Repo Ownership:** High ownership in `elizaos/docs` (71% of merged PRs) suggests responsibility for documentation consistency. (HIGH)\\n- **Work Structure:** 0% of merged PRs are linked to tracked issues, indicating work is likely tracked externally or informally. (MEDIUM)\\n- **Review Dependencies:** Primary reviewers are AI agents (@copilot-pull-request-reviewer, @coderabbitai), with limited human code review evident in the data. (HIGH)\", \"2026-01-11 00:54:03\"]\n[\"attackonryan_lifetime_2026-01-11\", \"attackonryan\", \"lifetime\", \"2026-01-11\", \"# attackonryan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors regarding model initialization.\\n  - Issues: elizaos/eliza#3801 (Model initialization failed)\", \"2026-01-11 00:54:03\"]\n[\"metatxn_lifetime_2026-01-11\", \"metatxn\", \"lifetime\", \"2026-01-11\", \"# metatxn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified performance inefficiencies related to API usage and vector search implementation.\\n  - Issues: elizaos/eliza#2688 (Duplicate API calls due to inefficient vector similarity search)\", \"2026-01-11 00:54:05\"]\n[\"t-phoenix_lifetime_2026-01-11\", \"t-phoenix\", \"lifetime\", \"2026-01-11\", \"# t-phoenix\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented a new plugin integration for Ether Guild, involving significant code additions (+5111 lines) across configuration, testing, and source files.\\n  - PRs: elizaos/eliza#3381 (feat: new plugin ether-guild)\", \"2026-01-11 00:54:14\"]\n[\"roninjin10_lifetime_2026-01-11\", \"roninjin10\", \"lifetime\", \"2026-01-11\", \"# roninjin10\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure:** Proposed containerization configuration for the repository.\\n  - PRs: elizaos/eliza#91 (feat: Add dockerfile)\\n- **Architecture:** Submitted design suggestions regarding core package interfaces.\\n  - Issues: elizaos/eliza#3491 (Suggestion: Add platform interface to core package for eliza v2)\", \"2026-01-11 00:54:14\"]\n[\"naiveai-dev_lifetime_2026-01-11\", \"naiveai-dev\", \"lifetime\", \"2026-01-11\", \"# naiveai-dev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Feature Requests:** Submitted bug reports and feature proposals for the Eliza framework.\\n  - Issues: elizaos/eliza#3394 (Bot Generates Multiple Replies Due to DEFAULT_MAX_TWEET_LENGTH), elizaos/eliza#2875 (Additional prompt feature based on service providers)\", \"2026-01-11 00:54:15\"]\n[\"boolkeys_lifetime_2026-01-11\", \"boolkeys\", \"lifetime\", \"2026-01-11\", \"# boolkeys\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Plugin Integrations:** Developed implementation for Twilio voice and text interactions.\\n  - PRs: elizaos/eliza#2139 (add twilio plugin implementation), elizaos/eliza#1665 (add Twilio plugin for voice and text interactions)\\n- **Knowledge Processing:** Adjusted handling of short text items within the knowledge subsystem.\\n  - PRs: elizaos/eliza#3652 (fix: Handle short text items in knowledge processing)\", \"2026-01-11 00:54:18\"]\n[\"odysseus0_lifetime_2026-01-11\", \"odysseus0\", \"lifetime\", \"2026-01-11\", \"# odysseus0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Maintenance:** Identified requirements for clarifying plugin compatibility during version upgrades.\\n  - Issues: elizaos/eliza#4164 (Clearly Mark or Remove Plugins Not Yet Compatible with Eliza v2)\", \"2026-01-11 00:54:26\"]\n[\"yasir23_lifetime_2026-01-11\", \"yasir23\", \"lifetime\", \"2026-01-11\", \"# yasir23\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 7 opened, 5 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting - Environment & Configuration:** Reported setup and configuration hurdles regarding local execution, containerization, and model providers.\\n  - Issues: elizaos/eliza#2885 (Eliza chatbot client is not running on http://localhost:5173/), elizaos/eliza#3239 (Docker error in Mac M1), elizaos/eliza#2948 (Add the deepseek as the model provider to run it locally)\\n\\n- **Issue Reporting - Runtime & Integration:** Documented runtime failures specifically involving Twitter integration and database connectivity.\\n  - Issues: elizaos/eliza#3009 (Error generating new tweets with open), elizaos-plugins/plugin-twitter#39 (Twitter error with sql database), elizaos/eliza#5172 (Twitter not running with both plugin and client)\", \"2026-01-11 00:54:29\"]\n[\"urgarcia_lifetime_2026-01-11\", \"urgarcia\", \"lifetime\", \"2026-01-11\", \"# urgarcia\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Environment:** Identified execution barriers for Windows users on specific Node.js versions.\\n  - Issues: elizaos/eliza#4191 (Issue when running elizaos start on Windows (Node/NVM v23.3))\", \"2026-01-11 00:54:31\"]\n[\"lalalune_lifetime_2026-01-11\", \"lalalune\", \"lifetime\", \"2026-01-11\", \"# lalalune\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 95 merged, 44 open\\n- **Pull Requests Reviewed:** 69 total (46 approvals, 1 change requests, 19 comments)\\n- **Issues:** 77 opened, 70 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n**Core Architecture & Refactoring:**\\nExecuted structural changes to decouple the monolithic codebase into modular packages and plugins.\\n- elizaos/eliza#4864 (Refactor message server to be separate and standalone)\\n- elizaos/eliza#225 (Move code out to plugins, adapters, and clients)\\n- elizaos/eliza#1357 (Rename @elizaos/eliza to @elizaos/core)\\n- elizaos/eliza#3637 (Add `agent` table, rename `user` to `entity`, schema updates)\\n- elizaos/eliza#3602 (Refactor room state v2)\\n- elizaos/eliza#5020 (Refactor and split core types)\\n\\n**Plugin System & Modularization:**\\nEstablished the plugin architecture, moving functionality out of core and defining plugin specifications.\\n- elizaos/eliza#3342 (Delete all plugins from core to move to external packages)\\n- elizaos/eliza#4719 (Factor Knowledge out to Plugin and add Service Registry types)\\n- elizaos/eliza#4851 (Add plugin specifications to core)\\n- elizaos/eliza#5018 (Dynamic loading of database tables, rebuild plugin-sql)\\n- elizaos/eliza#5487 (Implement Form plugin)\\n- elizaos/eliza#4766 (Migrate knowledge tab to plugin-knowledge)\\n\\n**Client Integrations:**\\nImplemented and maintained external communication clients and frontend interfaces.\\n- elizaos/eliza#31 (Telegram client implementation)\\n- elizaos/eliza#203 (Fix Discord Voice and DMs)\\n- elizaos/eliza#588 (React Client fixes)\\n- elizaos/eliza#765 (Twitter client quality of life updates)\\n- elizaos/eliza#643 (Merge EVM client and add character override)\\n- elizaos/eliza#4699 (Configure Tauri for multi-platform CI/CD and mobile support)\\n\\n**Model Provider Abstraction:**\\nStandardized interfaces for various AI model providers.\\n- elizaos/eliza#74 (Model provider abstraction)\\n- elizaos/eliza#774 (Integrate more LLMs, fix switch case issues)\\n- elizaos/eliza#777 (Refactor image interface and update llama cloud)\\n- elizaos/eliza#853 (Use LARGE models for responses)\\n- elizaos/eliza#613 (Update and add Conflux)\\n\\n**DevOps & Tooling:**\\nManaged build systems, dependency migrations, and release workflows.\\n- elizaos/eliza#2852 (Replace pnpm with Bun)\\n- elizaos/eliza#670 (Add Turborepo)\\n- elizaos/eliza#767 (Pin dependencies and unify tsconfig)\\n- elizaos/eliza#1356 (Merge Develop into Main - Release management)\\n- elizaos/eliza#5507 (Add @elizaos/test-utils)\\n\\n## Contribution Patterns\\n- **Architectural Deletion:** Frequently submits PRs with high negative line counts (e.g., elizaos/eliza#3342, elizaos/eliza#225), indicating a pattern of extracting code from the monolith into modular components.\\n- **Release Management:** Handles large-scale branch merges (e.g., elizaos/eliza#1356, elizaos/eliza#4958) and versioning tasks.\\n- **Collaborative Fixes:** Regularly submits PRs prefixed with \\\"Shaw/\\\" (e.g., elizaos/eliza#587, elizaos/eliza#589, elizaos/eliza#4515), suggesting a specific pairing or support workflow with that contributor.\\n- **Review Style:** High approval rate (67% of reviews are approvals) with minimal change requests, focusing on unblocking merges.\\n- **Scope Expansion:** Work often touches the entire stack simultaneously\\u2014modifying config, docs, tests, and source code in single PRs (e.g., elizaos/eliza#4789).\\n\\n## Temporal Analysis\\n- **Entry (July 2024):** Initial contributions focused on specific client integrations, notably the Telegram client (elizaos/eliza#31) and model provider abstractions (elizaos/eliza#74).\\n- **Growth Phases:** Expanded into core infrastructure in late 2024, introducing Turborepo (elizaos/eliza#670) and managing dependency updates.\\n- **Shifts:** A distinct pivot occurred around PR #3342 and #225, shifting focus from adding features to the monolith to dismantling it in favor of a plugin-based architecture.\\n- **Current (Jan 2026):** Recent activity concentrates on \\\"V2\\\" architecture, specifically splitting types, refactoring the message server (elizaos/eliza#4864), and finalizing the plugin loading mechanisms.\\n\\n## Organizational Signals\\n- **Repo Ownership (LOW):** Owns 3% of merged PRs in `elizaos/eliza`, but the structural nature of changes (architecture/refactoring) implies higher influence than volume suggests.\\n- **Work Structure (MEDIUM):** 0% issue linkage rate on merged PRs. Work appears to be driven by internal roadmap or direct architectural requirements rather than public issue tracking.\\n- **Review Dependencies (HIGH):** Primary reviewers include automated systems (@cursor, @github-advanced-security) and @odilitime. The reliance on automated review tools for large refactors is notable.\", \"2026-01-11 00:54:33\"]\n[\"AbdelrahmanZ08_lifetime_2026-01-11\", \"AbdelrahmanZ08\", \"lifetime\", \"2026-01-11\", \"AbdelrahmanZ08 focused exclusively on issue reporting within the `elizaos/eliza` repository, specifically targeting the Twitter plugin. The reported issues address logic errors regarding duplicate memory creation on mentions and repeat checking on interactions. No code changes or pull requests were submitted during this period.\\n\\n# AbdelrahmanZ08\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Plugin Stability:** Reported bugs related to interaction logic and memory management within the Eliza framework.\\n  - Issues: elizaos/eliza#4127 (Repeat checking on interaction, mentioned tweets), elizaos/eliza#4115 (Twitter Plugin: Duplicate Memory Creation on Mentions & Null ...)\", \"2026-01-11 00:54:41\"]\n[\"mrasmuson_lifetime_2026-01-11\", \"mrasmuson\", \"lifetime\", \"2026-01-11\", \"# mrasmuson\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Quality:** Identified broken navigation links within project documentation.\\n  - Issues: elizaos/eliza#4145 (Documentation URL -> 404 Error)\", \"2026-01-11 00:54:41\"]\n[\"coxnate87_lifetime_2026-01-11\", \"coxnate87\", \"lifetime\", \"2026-01-11\", \"# coxnate87\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Inquiry:** Opened discussion regarding moderation capabilities within the Eliza framework.\\n  - Issues: elizaos/eliza#4117 (HOW do we block and ban interactions with specific accounts???)\", \"2026-01-11 00:54:48\"]\n[\"frahlg_lifetime_2026-01-11\", \"frahlg\", \"lifetime\", \"2026-01-11\", \"# frahlg\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Reported installation failures related to missing plugin dependencies.\\n  - Issues: elizaos/eliza#4109 (Installation fails: Cannot find dependency @elizaos/plugin-sq...)\", \"2026-01-11 00:54:52\"]\n[\"wtfsayo_lifetime_2026-01-11\", \"wtfsayo\", \"lifetime\", \"2026-01-11\", \"# wtfsayo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 563 merged, 100 open/closed\\n- **Pull Requests Reviewed:** 433 total (320 approvals, 16 change requests, 67 comments)\\n- **Issues:** 32 opened, 30 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Core Runtime & Architecture:** Implemented foundational architectural changes including the migration to Bun, event system refactoring, and module loading improvements.\\n  - PRs: elizaos/eliza#5609 (migrate from EventEmitter to Bun native EventTarget), elizaos/eliza#5629 (enhance ModuleLoader with local-first guarantees), elizaos/eliza#5122 (split server package from CLI), elizaos/eliza#5565 (implement service types and standardized interfaces), elizaos/eliza#4149 (replace eventEmitter3 with Evt), elizaos/eliza#3708 (consolidate character/agent handling), elizaos/eliza#3398 (build core first architecture), elizaos/eliza#5010 (reorganize API routes into domain-based structure).\\n\\n- **CLI & Developer Tooling:** Overhauled the CLI structure, introduced interactive prompts, and established the testing suite for developer tools.\\n  - PRs: elizaos/eliza#5036 (reorganize CLI commands into modular structure), elizaos/eliza#5016 (migrate prompts to @clack/prompts), elizaos/eliza#4301 (implement cli-test-suite), elizaos/eliza#5879 (standalone CLI chat interface), elizaos/eliza#4250 (improve CLI start code), elizaos/eliza#4170 (add update-cli command), elizaos/eliza#5431 (improve UX with spinner flow), elizaos/eliza#5080 (optimize CLI performance for create/plugins).\\n\\n- **Client UI & UX:** Built and refined major UI components including the agent sidebar, chat interface, and memory visualization tools.\\n  - PRs: elizaos/eliza#6023 (enhanced agent runs sidebar with timeline), elizaos/eliza#6016 (agent runs visualization timeline), elizaos/eliza#5344 (redesign Agent Cards homepage), elizaos/eliza#5111 (enhance chat UI styling), elizaos/eliza#4971 (responsive buttons and universal export), elizaos/eliza#3954 (view and edit agent memories), elizaos/eliza#3908 (show agent actions and runtime logs in UI), elizaos/eliza#4764 (enhanced agent components).\\n\\n- **Testing & CI/CD Infrastructure:** Led the migration of testing frameworks and implemented automated code quality workflows.\\n  - PRs: elizaos/eliza#4978 (migrate CLI tests from Bats to Bun TypeScript), elizaos/eliza#5250 (fix macOS CLI test failures), elizaos/eliza#5982 (comprehensive Windows CI test improvements), elizaos/eliza#5543 (enhance code quality workflow with Claude automation), elizaos/eliza#5532 (add code quality analysis), elizaos/eliza#5873 (add alpha CLI tests workflow), elizaos/eliza#5042 (OpenTelemetry instrumentation).\\n\\n- **Plugins & Registry Management:** Managed the plugin registry and implemented specific integrations for Farcaster, LocalAI, and EVM.\\n  - PRs: elizaos-plugins/registry#199 (improve v1 compatibility detection), elizaos-plugins/plugin-farcaster#4 (refactor Farcaster nomenclature), elizaos/eliza#4204 (externalise fastembed/node-llama-cpp), elizaos/eliza#4121 (add separate ollama plugin), elizaos/eliza#5217 (add Google Generative AI support), elizaos/eliza#5752 (add EVM plugin and tools), elizaos/eliza#5160 (add Ollama provider option).\\n\\n## Contribution Patterns\\n- **Code patterns:** Executes large-scale refactors (e.g., splitting Server/CLI, migrating test runners) followed by series of stabilization fixes. Frequently pairs feature additions with corresponding test suite updates (e.g., CLI test suite, integration tests).\\n- **Review patterns:** High volume of approvals (320) relative to change requests (16). Reviews span the entire stack but concentrate on core logic, plugin integrations, and CI configurations.\\n- **Collaboration patterns:** Works across the entire monorepo (Core, Client, CLI, Plugins). heavily interacts with automated review bots (@cursor, @copilot) and maintains a tight feedback loop with @ChristopherTrimboli.\\n\\n## Temporal Analysis\\n- **Entry (Jan 2025):** Initial contributions focused on plugin fixes (Eliza, LocalAI), CLI cleanup, and dependency management.\\n- **Growth phases (Q1-Q2 2025):** Scope expanded to core architecture (audio utils, agent/character consolidation) and significant UI feature development (memory viewer, agent actions).\\n- **Shifts (Mid 2025):** Pivoted heavily toward infrastructure, executing the migration from Bats to Bun for testing and implementing Claude-based CI workflows.\\n- **Current (Late 2025 - Jan 2026):** Recent activity concentrates on cross-platform stability (Windows CI), advanced UI features (Agent Runs visualization), and architectural standardization (Service types, EventTarget migration).\\n\\n## Organizational Signals\\n- **Repo Ownership (HIGH):** Maintains 39% of merged PRs in `elizaos-plugins/registry` and 38% in `elizaos-plugins/plugin-farcaster`. Holds 16% of all merged PRs in the main `elizaos/eliza` monorepo.\\n- **Work Structure (MEDIUM):** Low issue linkage rate (2%) suggests work is driven by internal roadmap or direct communication channels rather than public issue tracking.\\n- **Review Dependencies (HIGH):** Primary reviewers are automated bots and @ChristopherTrimboli, indicating a concentrated review circle for this high-volume output.\", \"2026-01-11 00:54:53\"]\n[\"jkbrooks_lifetime_2026-01-11\", \"jkbrooks\", \"lifetime\", \"2026-01-11\", \"# jkbrooks\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 33 total (32 approvals, 0 change requests, 0 comments)\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Strategy & Architecture:** Defined implementation plans and architectural refactoring goals for the ecosystem.\\n  - PRs: elizaos/eliza#4683 (Permashill impl plan v1)\\n  - Issues: elizaos/eliza#764 (Refactoring Eliza's Trading System), elizaos/eliza#305 (Managing Divergence Across the Eliza Ecosystem)\\n\\n- **Maintenance & CI:** Addressed environment validation reverts and coverage reporting issues.\\n  - PRs: elizaos/eliza#1051 (Revert \\\"chore: improve smokeTests environment validation...\\\")\\n  - Issues: elizaos/eliza#663 (Failed codecov run)\", \"2026-01-11 00:54:59\"]\n[\"mern-hash_lifetime_2026-01-11\", \"mern-hash\", \"lifetime\", \"2026-01-11\", \"# mern-hash\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified potential bugs regarding social media integration features.\\n  - Issues: elizaos/eliza#4102 (not getting links and hashtags in my twitter post)\", \"2026-01-11 00:55:01\"]\n[\"sw2347_lifetime_2026-01-11\", \"sw2347\", \"lifetime\", \"2026-01-11\", \"# sw2347\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Accuracy:** Identified discrepancies in project onboarding materials.\\n  - Issues: elizaos/eliza#4105 (quickstart guide instructions inaccurate/outdated)\", \"2026-01-11 00:55:05\"]\n[\"tercel_lifetime_2026-01-11\", \"tercel\", \"lifetime\", \"2026-01-11\", \"# tercel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 4 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 5 opened, 5 closed\\n- **Avg Time to Merge:** 41 hours\\n\\n## Contribution Domains\\n- **Core Runtime & Character Management:** Implemented multi-path character loading and refactored model handling within the runtime.\\n  - PRs: elizaos/eliza#2365 (Implement character loading from multiple paths), elizaos/eliza#4507 (Refactor model handling in AgentRuntime), elizaos/eliza#2054 (Open: Implement character loading functionality).\\n- **Utilities & Infrastructure:** Enhanced logging capabilities, message handling safety, and Solana address validation.\\n  - PRs: elizaos/eliza#3995 (Enhance logger functionality), elizaos/eliza#4508 (Enhance message handling with null checks), elizaos/eliza#4053 (Refactored SOL address handling).\\n- **Integrations:** Addressed platform-specific fixes for Twitter.\\n  - PRs: elizaos/eliza#4506 (V2 fixed twitter).\\n\\n## Contribution Patterns\\n- **Development Focus:** Prioritizes feature work (39%) and bug fixes (28%) within the `elizaos/eliza` repository.\\n- **Codebase Management:** Commits involve high-volume file modifications (3992 files modified), indicating batch updates or asset management alongside logic changes.\\n\\n## Temporal Analysis\\n- **Activity Window:** Contributions span from January 2025 to May 2025.\\n- **Recent Focus:** Activity in May 2025 concentrated on runtime refactoring (AgentRuntime) and text escaping improvements.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 0% (6/3407 PRs in elizaos/eliza).\\n- **Review Dependencies:** Reviews conducted exclusively by automated agents (@coderabbitai, @copilot-pull-request-reviewer) and @graphite-app; no human approvals recorded (HIGH).\\n- **Issue Linkage:** 0% of merged PRs close tracked issues (MEDIUM).\", \"2026-01-11 00:55:05\"]\n[\"elvin-du_lifetime_2026-01-11\", \"elvin-du\", \"lifetime\", \"2026-01-11\", \"# elvin-du\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and reported package installation failures related to missing npm versions.\\n  - Issues: elizaos/eliza#4101 (dependency not found error)\", \"2026-01-11 00:55:05\"]\n[\"ljiang22_lifetime_2026-01-11\", \"ljiang22\", \"lifetime\", \"2026-01-11\", \"# ljiang22\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported syntax errors related to core package imports.\\n  - Issues: elizaos/eliza#4046 (SyntaxError regarding `generateText` import from @elizaos/core)\", \"2026-01-11 00:55:17\"]\n[\"OlexanderKulyk_lifetime_2026-01-11\", \"OlexanderKulyk\", \"lifetime\", \"2026-01-11\", \"# OlexanderKulyk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors related to command-line interface execution.\\n  - Issues: elizaos/eliza#4020 (npx elizaos agent list fetch failed)\", \"2026-01-11 00:55:17\"]\n[\"NewtTheWolf_lifetime_2026-01-11\", \"NewtTheWolf\", \"lifetime\", \"2026-01-11\", \"# NewtTheWolf\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Package Resolution:** Reported dependency availability issues within the Eliza framework.\\n  - Issues: elizaos/eliza#4037 (Issue: Cannot find package '@elizaos/plugin-openai' when usin...)\", \"2026-01-11 00:55:18\"]\n[\"552020_lifetime_2026-01-11\", \"552020\", \"lifetime\", \"2026-01-11\", \"# 552020\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed minor formatting syntax in repository documentation.\\n  - PRs: elizaos/eliza#3788 (docs: Update intro.md - Fix missing space)\", \"2026-01-11 00:55:27\"]\n[\"jmikedupont2_lifetime_2026-01-11\", \"jmikedupont2\", \"lifetime\", \"2026-01-11\", \"# jmikedupont2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 16 open\\n- **Pull Requests Reviewed:** 3 total (1 approvals, 0 change requests, 2 comments)\\n- **Issues:** 19 opened, 19 closed\\n- **Avg Time to Merge:** 103 hours\\n\\n## Contribution Domains\\n- **Integrations & Runtime:** Implemented Groq provider support and updated memory schema definitions.\\n  - PRs: elizaos/eliza#4044 (groq), elizaos/eliza#4292 (update memory.ts to use the new schema), elizaos/eliza#1616 (fix port 80 listening)\\n- **Platform & Infrastructure (Drafts):** Work-in-progress support for ARM64 architecture, OpenTelemetry, and documentation automation.\\n  - PRs: elizaos/eliza#2664 (Agentgit/feature/arm64 fastembed), elizaos/eliza#1853 (Feature/otel [Draft]), elizaos/eliza#3905 (Feature/v2/autdoc local)\\n- **Issue Reporting:** Documented runtime errors related to API limits, Windows build compatibility, and type safety.\\n  - Issues: elizaos/eliza#4087 (Groq crashing), elizaos/eliza#4094 (not building on windows), elizaos/eliza#3914 (Usage of typebox for safety)\\n\\n## Contribution Patterns\\n- **Draft-Heavy Workflow:** Maintains a high ratio of open/draft PRs (16) relative to merged code (4), pushing early feature branches (e.g., \\\"wip untested\\\", \\\"Draft example\\\") upstream for visibility.\\n- **Platform-Specific Debugging:** Frequently identifies and logs environment-specific issues, specifically targeting Windows build failures and ARM64 compatibility.\\n- **Integration-Led Issue Creation:** Issue reporting correlates closely with integration work, identifying specific API failures (Groq, Anthropic) and configuration errors encountered during implementation.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in December 2024.\\n- **Growth phases:** Initial activity focused on minor configuration fixes (port settings). Scope expanded in Q1 2025 to include substantial integration work (Groq) and core schema refactoring.\\n- **Current:** Recent activity through April 2025 concentrates on finalizing the Groq integration, updating memory handling schemas, and experimenting with V2 documentation tools.\", \"2026-01-11 00:55:27\"]\n[\"thewhitewizard_lifetime_2026-01-11\", \"thewhitewizard\", \"lifetime\", \"2026-01-11\", \"# thewhitewizard\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **LLM Integration & Error Handling:** Reported runtime parsing errors within the Ollama integration.\\n  - Issues: elizaos/eliza#3993 (Ollama LLM Response Parsing Fails - TypeError)\", \"2026-01-11 00:55:28\"]\n[\"linear_lifetime_2026-01-11\", \"linear\", \"lifetime\", \"2026-01-11\", \"# linear\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 110 opened, 90 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **CLI & Developer Experience:** Defines requirements for installation, project scaffolding, and cross-platform compatibility.\\n  - PRs: elizaos/eliza#5604 (Make API key setup optional), elizaos/eliza#5619 (Fix Windows path handling in CLI tests), elizaos/eliza#5497 (Force build on start), elizaos/eliza#5559 (Server process termination fix), elizaos/eliza#5631 (Align create command with TypeScript changes).\\n- **Testing & Scenarios Framework:** Architects the \\\"Scenario Matrix\\\" system, specifying requirements for evaluation engines, mock services, and reporting.\\n  - PRs: elizaos/eliza#5781 (Epic: Scenario Matrix Runner), elizaos/eliza#5579 (Final judgment implementation spec), elizaos/eliza#5578 (Evaluation engine spec), elizaos/eliza#5789 (Dynamic Report Rendering), elizaos/eliza#5573 (New scenario run command).\\n- **Plugin Ecosystem:** Tracks integration requirements for DeFi and external service plugins.\\n  - PRs: elizaos/eliza#5647 (defi-llama plugin), elizaos/eliza#5646 (aave plugin), elizaos/eliza#5952 (polygon plugin), elizaos/eliza#5645 (clanker plugin), elizaos/eliza#5654 (MCP plugin docs).\\n- **Core Runtime & Architecture:** Logs issues related to authentication, database security, and connection handling.\\n  - PRs: elizaos/eliza#6327 (JWT authentication), elizaos/eliza#6112 (Entity-level RLS), elizaos/eliza#6198 (Concurrent connection timeouts), elizaos/eliza#4024 (Ollama LLM parsing errors).\\n- **Project Management & Documentation:** Manages non-code deliverables including video production, workshops, and documentation audits.\\n  - PRs: elizaos/eliza#5668 (Produce Video 3), elizaos/eliza#5955 (Prepare ETH Tokyo Workshop), elizaos/eliza#6018 (SWOT Agent Analysis), elizaos/eliza#5665 (Full Docs Nitpick Review).\\n\\n## Contribution Patterns\\n- **Specification over Implementation:** Exclusively opens issues to define work (0 PRs authored), often using \\\"Ticket Spec\\\" or \\\"Epic\\\" prefixes to organize larger initiatives (e.g., elizaos/eliza#5579, elizaos/eliza#5781).\\n- **Granular Task Breakdown:** Deconstructs complex features into specific, implementable units (e.g., breaking the Scenario Matrix Epic into separate issues for reporting, logging, and orchestration).\\n- **Platform QA:** Frequently identifies and logs environment-specific issues, particularly regarding Windows compatibility (elizaos/eliza#5603, elizaos/eliza#5619).\\n- **Roadmap Orchestration:** Intersperses technical specifications with strategic tasks like workshop preparation and video production schedules.\\n\\n## Temporal Analysis\\n- **Entry:** Activity begins with bug reporting on core functionality (Ollama parsing) and CLI versioning issues (elizaos/eliza#4024).\\n- **Growth phases:**\\n  - **Phase 1 (CLI Refinement):** Concentrated on stabilizing the `elizaos` CLI tools, specifically `create`, `start`, and `dev` commands.\\n  - **Phase 2 (Scenarios Architecture):** Shifted focus to architecting the testing framework, creating a dense cluster of specifications for the \\\"Scenario Matrix\\\" system (Issues #5573-#5579, #5778-#5790).\\n- **Current:** Recent activity diversifies into ecosystem expansion (defining plugin requirements), advanced security features (RLS, JWT), and strategic documentation/media tasks.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 0% (LOW) - No code contributions recorded.\\n- **Work Structure:** High Issue Linkage (MEDIUM) - The volume and structure of issues (Epics, Specs) suggest a role in technical product management or architecture, defining the roadmap for other contributors to implement.\\n- **Review Dependencies:** N/A (LOW) - No code review activity.\", \"2026-01-11 00:55:35\"]\n[\"lord-dubious_lifetime_2026-01-11\", \"lord-dubious\", \"lifetime\", \"2026-01-11\", \"# lord-dubious\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported configuration hurdles regarding API key usage.\\n  - Issues: elizaos-plugins/plugin-twitter#28 (i tried to use the api keys and credentials)\", \"2026-01-11 00:55:36\"]\n[\"yongkangc_lifetime_2026-01-11\", \"yongkangc\", \"lifetime\", \"2026-01-11\", \"# yongkangc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Initiated development of a liquidity module within the Eliza framework.\\n  - PRs: elizaos/eliza#2514 (first commit for liq module)\\n\\n- **Issue Reporting:** Documented authentication failures related to Twitter integration in cloud environments.\\n  - Issues: elizaos/eliza#2225 (Bug: Twitter Authentication fails on Cloud. Error 399)\", \"2026-01-11 00:55:39\"]\n[\"omikolaj_lifetime_2026-01-11\", \"omikolaj\", \"lifetime\", \"2026-01-11\", \"# omikolaj\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified potential errors in RAG file processing logic regarding file embedding size.\\n  - Issues: elizaos/eliza#3745 (RAG processFile attempts to embed entire files causing errors)\", \"2026-01-11 00:55:39\"]\n[\"morning3tar_lifetime_2026-01-11\", \"morning3tar\", \"lifetime\", \"2026-01-11\", \"# morning3tar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified missing dependency modules for specific architectures within the Eliza framework.\\n  - Issues: elizaos/eliza#2242 (Missing Module: '@anush008/tokenizers-linux-arm64-gnu')\", \"2026-01-11 00:55:40\"]\n[\"shanejonas_lifetime_2026-01-11\", \"shanejonas\", \"lifetime\", \"2026-01-11\", \"# shanejonas\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Proposed integration of external protocols.\\n  - Issues: elizaos/eliza#844 (Add Model Context Protocol (MCP) Support)\", \"2026-01-11 00:55:49\"]\n[\"fibonacci998_lifetime_2026-01-11\", \"fibonacci998\", \"lifetime\", \"2026-01-11\", \"# fibonacci998\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Core & Integrations:** Initiated work to integrate a GitHub client into the core agent structure and proposed architectural changes for extending service types without core package modifications.\\n  - PRs: elizaos/eliza#1129 (feat: add github client to core agent; update lint in agent i...)\", \"2026-01-11 00:55:53\"]\n[\"y4my4my4m_lifetime_2026-01-11\", \"y4my4my4m\", \"lifetime\", \"2026-01-11\", \"# y4my4my4m\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 4 opened, 4 closed\\n- **Avg Time to Merge:** 168 hours\\n\\n## Contribution Domains\\n- **Speech & Audio Integration:** Addressed speech synthesis logic and configuration within the Eliza framework, specifically targeting speech typescript definitions.\\n  - PRs: elizaos/eliza#1312 (fix: Update speech.ts)\", \"2026-01-11 00:55:55\"]\n[\"rferrari_lifetime_2026-01-11\", \"rferrari\", \"lifetime\", \"2026-01-11\", \"# rferrari\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 4 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 5 opened, 4 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **AI Model Providers:** Implemented Groq image vision support and corrected tag handling for Venice.\\n  - PRs: elizaos/eliza#2342 (feat: groq image vision provider), elizaos/eliza#3203 (fix: think tag from venice)\\n- **Configuration & Bug Fixes:** Addressed dependency omissions and configuration typos in client packages.\\n  - PRs: elizaos/eliza#2175 (fix: insert missing langdetect), elizaos/eliza#2103 (fix: clientConfig.telegram.isPartOfTeam misstype)\\n- **Database Adapters:** Work in progress focuses on Supabase adapter functionality and scheme creation.\\n  - PRs: elizaos/eliza#3290 (Supabase Adapter Updates and Scheme Create Functions), elizaos/eliza#3221 (Supabase Adapter Updates)\", \"2026-01-11 00:55:55\"]\n[\"AIFlowML_lifetime_2026-01-11\", \"AIFlowML\", \"lifetime\", \"2026-01-11\", \"# AIFlowML\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 128 merged, 12 open\\n- **Pull Requests Reviewed:** 11 total (1 approvals, 0 change requests, 10 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n**Plugin Ecosystem Expansion & Integration**\\nImplemented and maintained a wide array of integrations, ranging from AI inference providers to blockchain protocols and communication platforms.\\n- elizaos/eliza#2512 (feat: add support for NVIDIA inference for ElizaOS)\\n- elizaos/eliza#2111 (feat: Add Akash Network plugin with autonomous deployment)\\n- elizaos/eliza#2434 (feat: Pyth Data Plugin)\\n- elizaos/eliza#859 (Add slack plugin)\\n- elizaos/eliza#2773 (feat: added Ankr plugin)\\n- elizaos/eliza#2701 (feat: Hyperbolic-plugin)\\n\\n**Codebase Standardization & Linting**\\nExecuted a repository-wide standardization initiative, applying linting fixes and Biome configurations across dozens of distinct plugin directories.\\n- elizaos/eliza#3091 (fix: plugin-b2 lint)\\n- elizaos/eliza#3089 (fix: plugin-binance lint)\\n- elizaos/eliza#3087 (fix: plugin-bittensor lint)\\n- elizaos/eliza#3073 (fix: plugin-depin lint)\\n- elizaos/eliza#3066 (fix: fix-plugin-di lint)\\n- elizaos/eliza#3186 (chore: add Biome configuration to Solana ecosystem plugins)\\n\\n**Core Infrastructure & Security**\\nAddressed core system functionality including database handling, security protocols, and local AI execution environments.\\n- elizaos/eliza#1806 (feat(security): Implement file upload security)\\n- elizaos/eliza#1743 (fix(postgres): Handle vector extension creation properly)\\n- elizaos/eliza#3704 (refactor: plugin local ai new)\\n- elizaos/eliza#1741 (fix(client-slack): implement Media type properties)\\n- elizaos/eliza#1750 (fix: PGVector_embedding_validation)\\n\\n## Contribution Patterns\\n- **Batch Processing:** Submits large batches of similar fixes across multiple modules simultaneously (e.g., sequential linting fixes for 30+ plugins in the #3000 range).\\n- **Refactoring Focus:** Engages in large-scale refactors involving high line-count churn, specifically within the Local AI and Security domains (e.g., #3704, #1806).\\n- **Review Asymmetry:** Authoring volume significantly exceeds review volume (128 merged PRs vs. 11 reviews).\\n- **Rapid Iteration:** Maintains a low average time to merge (9 hours) despite large file counts in standardization PRs.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024 with initial focus on core integrations.\\n- **Growth Phases:** January and February 2025 involved heavy feature additions (NVIDIA, Akash, Pyth plugins).\\n- **Shifts:** Activity shifted in March 2025 towards mass-standardization, linting, and configuration management (Biome adoption) across the plugin ecosystem.\\n- **Current:** Recent open PRs focus on Biome configuration for blockchain, storage, and TEE-related plugins.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 4% of elizaos/eliza (LOW). While volume is high, it is distributed across many peripheral plugins rather than concentrated in a single core module.\\n- **Work Structure:** 0% Issue Linkage (LOW). Work is submitted without referencing tracked issues, indicating an informal or external task management workflow.\\n- **Review Dependencies:** Primary review dependency on @wtfsayo (43 reviews) and @odilitime (42 reviews), creating a specific approval bottleneck.\", \"2026-01-11 00:56:02\"]\n[\"r4topunk_lifetime_2026-01-11\", \"r4topunk\", \"lifetime\", \"2026-01-11\", \"# r4topunk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Configuration:** Submitted a correction for a seeding error within the Supabase adapter.\\n  - PRs: elizaos/eliza#2418 (fix: adapter-supabase seed typo)\", \"2026-01-11 00:56:07\"]\n[\"JussCubs_lifetime_2026-01-11\", \"JussCubs\", \"lifetime\", \"2026-01-11\", \"# JussCubs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to plugin-specific documentation within the Eliza framework.\\n  - PRs: elizaos/eliza#1707 (docs: update Twitter plugin README), elizaos/eliza#1706 (docs: update Twitter plugin README)\", \"2026-01-11 00:56:08\"]\n[\"sirkitree_lifetime_2026-01-11\", \"sirkitree\", \"lifetime\", \"2026-01-11\", \"# sirkitree\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 12 merged, 2 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 2 change requests, 2 comments)\\n- **Issues:** 33 opened, 33 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\nActivity concentrated exclusively in `elizaos/eliza`.\\n- **Project Governance & Documentation:** Established contribution guidelines and issue tracking standards.\\n  - PRs: elizaos/eliza#46 (Adding a CONTRIBUTING.md), elizaos/eliza#154 (Create pull_request_template.md), elizaos/eliza#62 (adding github issue templates), elizaos/eliza#41 (Update README.md)\\n- **CI/CD & Infrastructure:** Implemented automated workflows for changelogs, security scanning, and dependency management.\\n  - PRs: elizaos/eliza#358 (adding back renovate file), elizaos/eliza#192 (Update generate-changelog.yml), elizaos/eliza#155 (Update ci.yaml), elizaos/eliza#147 (Dependency update testing)\\n- **Testing & Quality Assurance:** Configured initial test environment and executed code cleanup.\\n  - PRs: elizaos/eliza#172 (adjusting test setup and adding a basic test), elizaos/eliza#67 (cleanup from #60)\\n- **Feature Implementation:** Added direct interaction capabilities.\\n  - PRs: elizaos/eliza#42 (provide a way to chat directly with the agent via command line)\\n\\n## Contribution Patterns\\n- **Workflow Definition:** Creates a high volume of issues (33) to define requirements\\u2014specifically for testing coverage (e.g., #183-#191)\\u2014relative to PR volume.\\n- **Configuration Focus:** Primary output consists of configuration files (56%) and documentation (14%) rather than core application logic.\\n- **Review Style:** Engages in code review via change requests rather than approvals.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in October 2024 with documentation and basic CLI features in `elizaos/eliza`.\\n- **Growth phases:** Expanded scope in November to include CI/CD pipeline configuration (changelogs, renovate) and establishing the testing framework.\\n- **Current:** Recent activity focuses on refining build configurations and dependency management automation.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs link to tracked issues, despite high issue creation volume (MEDIUM)\\n- **Review Dependencies:** No reviewer data available (HIGH)\", \"2026-01-11 00:56:12\"]\n[\"tsubasakong_lifetime_2026-01-11\", \"tsubasakong\", \"lifetime\", \"2026-01-11\", \"# tsubasakong\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 7 merged, 3 open\\n- **Pull Requests Reviewed:** 8 total (0 approvals, 0 change requests, 8 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 89 hours\\n\\n## Contribution Domains\\n- **Heurist Integration:** Implemented Heurist API as a new model provider, including support for embedding models and image generation settings.\\n  - PRs: elizaos/eliza#335 (feat: Add Heurist API Integration as New Model Provider), elizaos/eliza#2093 (feat: add Heurist embedding model), elizaos/eliza#375 (feat: Enhance Heurist Image Generation Settings)\\n- **Documentation & Configuration:** Updated integration documentation and environment variable examples to support the Heurist provider.\\n  - PRs: elizaos/eliza#339 (Update Heurist Integration Documentation and Examples), elizaos/eliza#2428 (feat:update heurist env var examples)\\n- **Bot Logic:** Added logic to prevent duplicate tweet responses.\\n  - PRs: elizaos/eliza#622 (fix: Add Tweet Response Deduplication Check)\", \"2026-01-11 00:56:13\"]\n[\"Y4NK33420_lifetime_2026-01-11\", \"Y4NK33420\", \"lifetime\", \"2026-01-11\", \"# Y4NK33420\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 7 merged, 2 open\\n- **Pull Requests Reviewed:** 8 total (0 approvals, 0 change requests, 8 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 57 hours\\n\\n## Contribution Domains\\n- **UI & Agent Configuration:** Modifications to user interface elements for agent management, settings validation, and input controls.\\n  - PRs: elizaos/eliza#4262 (Replace Text Input with Dropdown for Voice Model Selection), elizaos/eliza#4295 (Added Stop agent button in agent settings), elizaos/eliza#4197 (initial commit for fixing delete character button).\\n- **Testing Infrastructure:** Implementation of large-scale UI test suites and initial agent testing structures.\\n  - PRs: elizaos/eliza#4092 (added extensive UI Tests), elizaos/eliza#4067 (added initial tests for agents in the-org).\\n- **Integrations:** Added specific plugin defaults and external oracle connections.\\n  - PRs: elizaos/eliza#4574 (Implement Polygon Gas Oracle Integration), elizaos/eliza#4277 (Improvement: Default SQL and OpenAI Plugins for New Character).\", \"2026-01-11 00:56:18\"]\n[\"monilpat_lifetime_2026-01-11\", \"monilpat\", \"lifetime\", \"2026-01-11\", \"monilpat functions as the primary architect for the Coinbase integration within `elizaos/eliza`, delivering a comprehensive feature suite that includes basic and advanced trading logic (elizaos/eliza#608, elizaos/eliza#725), webhook infrastructure (elizaos/eliza#801), and smart contract interactions (elizaos/eliza#803, elizaos/eliza#923). This vertical focus is complemented by significant contributions to the core runtime, specifically the refactoring of LLM object generation (elizaos/eliza#309) and the introduction of dynamic prompting scenarios (elizaos/eliza#5824) to enhance testing capabilities. Beyond feature work, monilpat implemented essential repository automation for contributor engagement and security scanning (elizaos/eliza#1316, elizaos/eliza#1314). Their impact on project quality extends through high-volume code review activity (490 reviews) and a systematic push for architectural improvements, evidenced by numerous issues authored regarding granular error handling and dependency deduplication.\", \"2026-01-11 00:56:24\"]\n[\"chris35469_lifetime_2026-01-11\", \"chris35469\", \"lifetime\", \"2026-01-11\", \"# chris35469\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 89 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Updates to environment configuration templates to enable specific feature flags.\\n  - PRs: elizaos/eliza#4268 (Update .env.example to support twitter post generation)\", \"2026-01-11 00:56:26\"]\n[\"HarshModi2005_lifetime_2026-01-11\", \"HarshModi2005\", \"lifetime\", \"2026-01-11\", \"# HarshModi2005\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 16 merged, 2 open\\n- **Pull Requests Reviewed:** 18 total (0 approvals, 0 change requests, 18 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 45 hours\\n\\n## Contribution Domains\\n- **Plugin Integration & Blockchain:** Implemented and enhanced plugins for Polygon zkEVM, Polymarket, and Alethea AI.\\n  - PRs: elizaos/eliza#4801 (Polygon zkEVM plugin implementation), elizaos/eliza#4842 (Enhanced Polymarket plugin), elizaos/eliza#4902 (Initialize Alethea AI Plugin), elizaos/eliza#4636 (Polygon resolution)\\n- **Testing Infrastructure:** Added test coverage and suites for bootstrap and starter directories.\\n  - PRs: elizaos/eliza#4173 (Test Coverage for plugin-bootstrap), elizaos/eliza#4089 (Tests for project-starter directory)\\n- **User Interface:** Modified UI components, focus states, and onboarding flows.\\n  - PRs: elizaos/eliza#4293 (Onboarding Tour and Input Button), elizaos/eliza#4201 (Darkened borders and focus states), elizaos/eliza#4273 (UI Changes)\\n- **Configuration & Agents:** Managed default agent configurations and documentation.\\n  - PRs: elizaos/eliza#4323 (Added Default Agents based on org), elizaos/eliza#4219 (Update README for telegram plugin)\\n\\n## Contribution Patterns\\n- **Code patterns:** Delivers large-scale code additions, particularly in plugin implementations and agent configurations (e.g., +58k lines in #4323, +17k lines in #4842).\\n- **Focus areas:** Alternates between frontend UI refinements (CSS/Component logic) and backend integration logic (Blockchain/Plugins).\\n- **Testing:** Retroactively applies test coverage to existing project structures (plugin-bootstrap, project-starter).\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in March 2025, initially focusing on UI adjustments and documentation updates.\\n- **Growth phases:** Expanded scope in April 2025 to include significant testing infrastructure work.\\n- **Current:** Activity in May and June 2025 shifted heavily toward complex plugin development (Polygon, Polymarket) and large-scale configuration updates.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza (0% - Low confidence).\\n- **Work Structure:** 0% of merged PRs link to issues (Low confidence), suggesting work is ad-hoc or tracked outside GitHub issues.\\n- **Review Dependencies:** Primary review feedback comes from @monilpat (High confidence).\", \"2026-01-11 00:56:28\"]\n[\"Samarthsinghal28_lifetime_2026-01-11\", \"Samarthsinghal28\", \"lifetime\", \"2026-01-11\", \"# Samarthsinghal28\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 16 merged, 6 open\\n- **Pull Requests Reviewed:** 7 total (0 approvals, 0 change requests, 7 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n- **Testing & Quality Assurance:** Implemented extensive test coverage for EVM plugins, agent types, and CI/CD pipelines.\\n  - PRs: elizaos/eliza#4130 (Plugin evm tests fixed), elizaos/eliza#4090 (added tests for each agent type), elizaos/eliza#4068 (CI/CD integration tests fixed), elizaos/eliza#4196 (fixed issue with elizaos test command).\\n- **Plugin Development:** Developed and updated blockchain integration plugins for Polygon and Alethea ecosystems.\\n  - PRs: elizaos/eliza#4635 (Added Polygon Plugin), elizaos/eliza#4745 (Updated polygon plugin), elizaos/eliza#5247 (Added Actions and ABIs for Alethea Plugin), elizaos/eliza#4771 (fixed Undelegate Action).\\n- **Core Infrastructure & Instrumentation:** Addressed runtime stability, database migrations, and system instrumentation.\\n  - PRs: elizaos/eliza#4261 (Added Instrumentation), elizaos/eliza#4158 (fixed Pglite Migration issue), elizaos/eliza#4199 (resolved elizaos port unavailable issue), elizaos/eliza#4220 (fixed agent subcommands).\\n\\n## Contribution Patterns\\n- **Code patterns:** Submits large-scale refactors involving high line-count changes, particularly within test suites and instrumentation (e.g., +60k lines in elizaos/eliza#4261).\\n- **Review patterns:** Engages in code review exclusively through comments rather than formal approvals or change requests.\\n- **Focus:** Alternates between infrastructure stabilization (migrations, CLI fixes) and feature expansion (new plugins).\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in March 2025, initially focusing on CI/CD integration and test suite repairs in `elizaos/eliza`.\\n- **Growth phases:** Expanded scope in April and May to include core CLI fixes and database migration issues.\\n- **Current:** Activity in June 2025 concentrated on adding new plugins (Polygon, Alethea) and implementing comprehensive system instrumentation.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW).\\n- **Work Structure:** 0% of merged PRs link to tracked issues (LOW).\\n- **Review Dependencies:** Primary review dependency on @monilpat (25 reviews), indicating a concentrated review channel (HIGH).\", \"2026-01-11 00:56:34\"]\n[\"hishboy_lifetime_2026-01-11\", \"hishboy\", \"lifetime\", \"2026-01-11\", \"# hishboy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 34 hours\\n\\n## Contribution Domains\\n- **Farcaster Integration:** Implemented the Farcaster plugin for v2 and refined message filtering and configuration logic.\\n  - PRs: elizaos/eliza#4096 (Farcaster plugin for v2), elizaos/eliza#4163 (Filter out ignored Farcaster mentioned), elizaos/eliza#4156 (Improve Farcaster configuration handling)\\n\\n- **Runtime & Embeddings:** Added support for custom embedding servers and corrected initialization sequences for runtime plugins.\\n  - PRs: elizaos/eliza#3958 (support any custom embedding server), elizaos/eliza#4189 (Fix runtime runtime.registerPlugin after initialization), elizaos/eliza#4253 (fix: Move init after adapter.init in runtime)\", \"2026-01-11 00:56:35\"]\n[\"piperTang_lifetime_2026-01-11\", \"piperTang\", \"lifetime\", \"2026-01-11\", \"# piperTang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 203 hours\\n\\n## Contribution Domains\\n- **Type Definitions:** Addressed type configuration within the Eliza framework.\\n  - PRs: elizaos/eliza#4243 (fix knowledge types)\", \"2026-01-11 00:56:42\"]\n[\"ngmachado_lifetime_2026-01-11\", \"ngmachado\", \"lifetime\", \"2026-01-11\", \"# ngmachado\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 697 hours\\n\\n## Contribution Domains\\n- **Text Processing:** Implemented semantic text splitting functionality within the Eliza framework.\\n  - PRs: elizaos/eliza#4235 (Semantic splitText)\", \"2026-01-11 00:56:46\"]\n[\"0xbbjoker_lifetime_2026-01-11\", \"0xbbjoker\", \"lifetime\", \"2026-01-11\", \"# 0xbbjoker\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 187 merged, 48 open\\n- **Pull Requests Reviewed:** 114 total (95 approvals, 4 change requests, 15 comments)\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 48 hours\\n\\n## Contribution Domains\\n- **Core Infrastructure & Database Architecture:** Implemented and refined database adapters, specifically focusing on PostgreSQL and PGlite integration, migration management, and connection handling.\\n  - PRs: elizaos/eliza#5990 (refactor dynamic migrations), elizaos/eliza#3598 (add pglite support & database design), elizaos/eliza#2293 (add getMemoryByIds to database adapters), elizaos/eliza#3803 (fix postgres migration), elizaos/eliza#3674 (fix re-init migration issue), elizaos/eliza#3805 (force singleton pg connection), elizaos/eliza#6048 (add MessageService interface), elizaos/eliza#6133 (fix entity names array serialization for PostgreSQL), elizaos/eliza#4142 (resolve database transaction deadlock)\\n\\n- **Monorepo Modularization:** Executed a large-scale decoupling strategy by removing specific plugins from the core monorepo to externalize dependencies.\\n  - PRs: elizaos/eliza#4386 (remove plugin evm), elizaos/eliza#4439 (remove plugin-local-ai), elizaos/eliza#4675 (fix plugin-tee build and exports), elizaos/eliza#4513 (remove plugin-solana), elizaos/eliza#4406 (remove plugin-browser), elizaos/eliza#4422 (remove hackish solution for cp migrations), elizaos/eliza#4400 (remove plugin-pdf), elizaos/eliza#4511 (remove plugin-openai)\\n\\n- **Plugin: Knowledge & RAG:** Enhanced the knowledge management system with vector search, PDF support, and embedding optimizations.\\n  - PRs: elizaos/eliza#3950 (client knowledge management), elizaos/eliza#4614 (add plugin-rag), elizaos-plugins/plugin-knowledge#35 (optimize knowledge graph), elizaos-plugins/plugin-knowledge#13 (add custom llm with caching), elizaos-plugins/plugin-knowledge#23 (add vector search to UI), elizaos-plugins/plugin-knowledge#27 (deterministic ids to prevent duplicates), elizaos/eliza#4188 (reduce chunk size & return only RAG fragments)\\n\\n- **Plugin: Telegram:** Maintained and upgraded the Telegram integration, addressing synchronization, message handling, and middleware logic.\\n  - PRs: elizaos/eliza#4106 (Fix/plugin telegram), elizaos/eliza#4128 (Enhance telegram), elizaos/eliza#4052 (fix tg negative id), elizaos/eliza#4137 (fix telegram to elizaos data model sync), elizaos-plugins/plugin-telegram#19 (resolve button handling crash), elizaos/eliza#4559 (enable strict types and adjust guards)\\n\\n- **Testing & Quality Assurance:** Added integration tests and enforced strict typing to improve system stability.\\n  - PRs: elizaos/eliza#4518 (add integration tests), elizaos/eliza#6034 (skip test execution for types-only packages), elizaos/eliza#6035 (use correct ZodError.issues API), elizaos/eliza#4725 (Fix/linter issues and tests), elizaos/eliza#4570 (update telegram messageManager tests)\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently implements \\\"Singleton\\\" patterns for database connections (elizaos/eliza#3805, elizaos/eliza#3333).\\n- **Refactoring patterns:** Executes massive deletion PRs to decouple architectures (e.g., removing plugins) followed by targeted configuration fixes in the remaining core.\\n- **Maintenance patterns:** Pairs feature additions with strict type enforcement (elizaos/eliza#4559) and linter resolutions (elizaos/eliza#4612).\\n- **Review patterns:** Maintains a high approval-to-change request ratio (95:4), indicating a tendency to unblock peers rather than block on minor issues.\\n- **Collaboration patterns:** Works across the entire stack (Client, Core, Plugins) rather than isolating to a single directory.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in January 2025 with a focus on database adapters and migration logic.\\n- **Growth phases:**\\n  - *Q1 2025:* Heavy focus on core database infrastructure (Postgres/PGlite) and initial Telegram plugin enhancements.\\n  - *Q2 2025:* Shifted to massive monorepo restructuring, removing over 10 different plugins to streamline the codebase.\\n  - *Q3 2025:* Deepened work on Knowledge/RAG systems and client-side knowledge management.\\n- **Shifts:** Pivoted from adding features to existing plugins to extracting plugins entirely from the repo, then returned to core runtime architecture (MessageService, UUID migration) in late 2025.\\n- **Current:** Recent activity (late 2025/early 2026) concentrates on refining the SQL plugin, optimizing caching mechanisms, and finalizing the migration to UUID-based agent identification.\\n\\n## Organizational Signals\\n- **Repo Ownership:** **HIGH**. Demonstrates effective ownership of `elizaos-plugins/plugin-openai` (67% of PRs) and `elizaos-plugins/plugin-knowledge` (62% of PRs).\\n- **Work Structure:** **MEDIUM**. Low issue linkage (1%) suggests they operate based on internal roadmaps or direct communication rather than public issue tracking.\\n- **Review Dependencies:** **HIGH**. Primary reviewers are automated bots (@cursor, @coderabbitai) and a single human reviewer (@ChristopherTrimboli), indicating a potential bottleneck or lack of broad peer review coverage.\", \"2026-01-11 00:56:59\"]\n[\"nitzansaar_lifetime_2026-01-11\", \"nitzansaar\", \"lifetime\", \"2026-01-11\", \"# nitzansaar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Error Resolution:** Addressed specific error states involving substantial codebase modifications (+56k lines) in the Eliza framework.\\n  - PRs: elizaos/eliza#4232 (resolved hapi shot error.)\", \"2026-01-11 00:57:00\"]\n[\"ai16z-demirix_lifetime_2026-01-11\", \"ai16z-demirix\", \"lifetime\", \"2026-01-11\", \"# ai16z-demirix\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 62 merged, 9 open/closed\\n- **Pull Requests Reviewed:** 19 total (1 approvals, 0 change requests, 18 comments)\\n- **Issues:** 39 opened, 38 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n**Test Infrastructure & Coverage:**\\nSystematically implemented test configurations and coverage across the plugin ecosystem and core clients. This work involves establishing initial test suites for previously untested modules.\\n- PRs: elizaos/eliza#3976 (S3 storage coverage +167k lines), elizaos/eliza#2621 (Plugin Abstract tests +115k lines), elizaos/eliza#1840 (Goals/Memory/Provider tests), elizaos/eliza#2345 (Solana plugin tests), elizaos/eliza#2454 (Instagram client tests), elizaos/eliza#3072 (Chainbase plugin tests).\\n\\n**Core Stability & Bug Fixes:**\\nAddressed failing tests in the main branch and fixed runtime errors related to strict typing and environment handling.\\n- PRs: elizaos/eliza#4605 (Fixing core package failures), elizaos/eliza#522 (Fixing goals and cache tests), elizaos/eliza#5426 (Fixing sender name logic), elizaos/eliza#5416 (Windows plugin loading fix), elizaos/eliza#465 (Fixing token and video generation tests).\\n\\n**DevOps & Tooling:**\\nUpdated build and test tooling, specifically migrating test setups to Bun and improving workflow configurations.\\n- PRs: elizaos/eliza#5368 (Bun test app setup), elizaos/eliza#1869 (Workflow for package folder checks), elizaos-plugins/plugin-twitter#35 (Switching test setup to Bun), elizaos/eliza#1834 (Replacing console.log with elizaLogger).\\n\\n## Contribution Patterns\\n- **Code Patterns:** Focuses heavily on \\\"greenfield\\\" testing; frequently submits PRs that introduce thousands of lines of test code to existing features without modifying the feature logic itself.\\n- **Workflow:** Operates in a self-contained loop of creating an issue to track missing coverage (e.g., \\\"Add tests for X plugin\\\") and immediately submitting the corresponding PR.\\n- **Review Patterns:** Participation in code review is minimal compared to authorship volume; engagement is limited to commenting rather than approving or requesting changes.\\n- **Collaboration:** Works almost exclusively within `elizaos/eliza`, systematically iterating through the `packages/` directory to apply a standardized testing pattern to each plugin.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024, initially focusing on fixing existing failing tests in the core repository (elizaos/eliza#465).\\n- **Growth phases:**\\n    - **Nov-Dec 2024:** Stabilized core functionality by addressing failing unit tests in token generation and video understanding.\\n    - **Jan-Mar 2025:** Expanded scope to client-side testing, adding coverage for Twitter, Discord, Telegram, and GitHub clients.\\n    - **Apr-June 2025:** Shifted to high-volume plugin coverage, submitting massive test suites for S3, Avalanche, and Abstract plugins.\\n- **Current:** Recent activity (July 2025) focuses on infrastructure modernization (Bun migration) and OS-specific compatibility fixes (Windows loading).\\n\\n## Organizational Signals\\n- **Repo Ownership:** **LOW** (2% of elizaos/eliza). Despite high volume, contributions are auxiliary (tests) rather than core feature logic.\\n- **Work Structure:** **MEDIUM** (0% automated linkage). While PRs do not automatically close issues via syntax, the contributor manually creates and closes issues that map 1:1 with their PRs, indicating a structured, self-directed workflow.\\n- **Review Dependencies:** **HIGH**. Reliance on @shakkernerd for the vast majority of approvals (16/19 reviews).\", \"2026-01-11 00:57:00\"]\n[\"odilitime_lifetime_2026-01-11\", \"odilitime\", \"lifetime\", \"2026-01-11\", \"odilitime functions as a primary release manager and infrastructure architect for the `elizaos` ecosystem, executing high-volume synchronization merges between development and main branches while overseeing versioning and lockfile maintenance. Beyond release engineering, they drive significant architectural refactors in the core runtime, including the optimization of memory fetching, database API restructuring, and the implementation of a V2 plugin system with namespaced routes. They maintain substantial ownership over the `plugin-discord` and `plugin-solana` repositories, implementing slash commands, permission systems, and Token 2022 support. Their workflow involves extensive code review activity and the creation of CLI utilities to standardize developer workflows.\\n\\n# odilitime\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 159 merged, 28 open\\n- **Pull Requests Reviewed:** 613 total (331 approvals, 27 change requests, 163 comments)\\n- **Issues:** 7 opened, 7 closed\\n- **Avg Time to Merge:** 135 hours\\n\\n## Contribution Domains\\n\\n- **Release Engineering & DevOps:** Manages large-scale branch synchronization, version bumping, and dependency locking across the monorepo.\\n  - PRs: elizaos/eliza#2171 (Prep v0.1.8 dev => main), elizaos/eliza#1045 (release develop into main), elizaos/eliza#3739 (rel 0.25.9 prep), elizaos/eliza#1290 (Update main for v0.1.6-alpha.5), elizaos/eliza#1006 (Bring Develop up to date with HEAD), elizaos/eliza#1283 (fix lockfile), elizaos/eliza#1872 (Fix postinstall script), elizaos/eliza#3523 (bump version & lockfile).\\n\\n- **Core Runtime & Architecture:** Refactors fundamental system components including database APIs, memory processing, and bootstrap logic.\\n  - PRs: elizaos/eliza#4556 (improve db api), elizaos/eliza#2135 (Optimize memory fetching by moving sorting/slicing), elizaos/eliza#5684 (Bootstrap event / logging improvement), elizaos/eliza#3429 (v1 CLI utility), elizaos/eliza#1454 (allow passing secrets through environment), elizaos/eliza#6038 (support SERVER_PORT), elizaos/eliza#5827 (initPromise & always include runtime in emitted events), elizaos/eliza#5801 (getServiceLoadPromise).\\n\\n- **Plugin System Infrastructure:** Develops the architecture for plugin loading, routing, and V1/V2 interoperability.\\n  - PRs: elizaos/eliza#5693 (namespace plugin routes), elizaos/eliza#4384 (Prepare 0.x for sharing plugins with 1.x), elizaos/eliza#4553 (plugin-specification submodule), elizaos/eliza#6333 (plugin-bootstrap actions/providers), elizaos/eliza#6164 (improve accepted formats for plugin names), elizaos/eliza#3698 (better plugin loading error handling), elizaos/eliza#1627 (turbo deps for plugin-evm).\\n\\n- **Discord Integration:** Implements interaction models, permission systems, and service stability fixes.\\n  - PRs: elizaos-plugins/plugin-discord#29 (Slash command permissions), elizaos-plugins/plugin-discord#30 (get room history service function), elizaos-plugins/plugin-discord#23 (Discord slash commands interface), elizaos-plugins/plugin-discord#34 (Add permission system), elizaos-plugins/plugin-discord#17 (Support embeds/forwards), elizaos/eliza#1029 (client-discord stop implementation), elizaos/eliza#598 (fix discord crash on sending message to null channel).\\n\\n- **Solana Integration:** Updates chain-specific logic, type safety, and token standards.\\n  - PRs: elizaos-plugins/plugin-solana#10 (utilities, strict ts), elizaos-plugins/plugin-solana#14 (token 2022 upgrades), elizaos-plugins/plugin-solana#22 (Enable typechecks in build), elizaos-plugins/plugin-solana#16 (improvements, type fixes), elizaos-plugins/plugin-solana#8 (Set chain/service & change service name).\\n\\n- **Twitter/Social Clients:** Refines fetching logic and client stability.\\n  - PRs: elizaos/eliza#1021 (Twitter fetchHomeTimeline rework), elizaos/eliza#1003 (Twitter search switch), elizaos/eliza#1514 (fix client-twitter lowerCase bug), elizaos/eliza#1541 (twitter usernames can start with numbers), elizaos/eliza#620 (handle when tweet_results is empty better).\\n\\n## Contribution Patterns\\n- **Code Patterns:** Frequently submits massive \\\"chore\\\" PRs that synchronize development branches to main, often exceeding 100k line changes due to lockfile/artifact updates. Pairs these with targeted architectural refactors (e.g., DB API, memory optimization).\\n- **Review Patterns:** Maintains a high volume of reviews (613) with a strong bias toward approval (331 approvals vs 27 change requests), suggesting a role in unblocking merges rather than strict gatekeeping.\\n- **Collaboration Patterns:** Operates as a central node across the monorepo and plugin ecosystem, frequently interacting with automated tools (Cursor, Coderabbit) and co-maintainers like `monilpat`.\\n- **Maintenance Patterns:** regularly addresses \\\"lint\\\" and \\\"lockfile\\\" issues in standalone PRs, separating maintenance tasks from feature work.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with documentation improvements and initial Quickstart guide clarifications (elizaos/eliza#334).\\n- **Growth Phases:**\\n  - **Late 2024:** Shifted rapidly into release management (merging develop to main) and Twitter client fixes.\\n  - **Early 2025:** Expanded scope to include heavy refactoring of the Discord and Solana plugins.\\n  - **Mid 2025:** Focused on core runtime optimization (memory fetching, DB API) and CLI tool creation.\\n- **Shifts:** Moved from client-specific fixes (Twitter/Discord) to foundational system architecture (Plugin V2, Bootstrap logic) in late 2025.\\n- **Current:** Recent activity (Jan 2026) concentrates on the \\\"Spartan\\\" sub-project, plugin bootstrapping, and continued release management for v0.25.x versions.\\n\\n## Organizational Signals\\n- **Repo Ownership:** High ownership in `elizaos-plugins/plugin-solana` (50%), `elizaos-plugins/plugin-discord` (50%), and `elizaos/spartan` (50%).\\n- **Work Structure:** 0% issue linkage rate (0/159 merged PRs linked to issues), indicating a workflow driven by internal roadmaps or direct communication rather than public issue tracking.\\n- **Review Dependencies:** Primary reviewers are automated bots (@cursor, @coderabbitai) and @monilpat, indicating a reliance on automated checks and a specific peer for human review.\", \"2026-01-11 00:57:02\"]\n[\"michavie_lifetime_2026-01-11\", \"michavie\", \"lifetime\", \"2026-01-11\", \"# michavie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 7 merged, 2 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 82 hours\\n\\n## Contribution Domains\\n- **Type System & Build Configuration:** Focused on ESM type generation and declaration fixes across Core, SQL, Bootstrap, and OpenAI packages.\\n  - PRs: elizaos/eliza#4442 (Fix ESM type generation in packages: SQL, Boostrap & OpenAI), elizaos/eliza#4341 (Fix ESM type declarations in Core), elizaos/eliza#4311 (Export bootstrap plugin capabilities)\\n- **Agent Logic & Integrations:** Implemented model usage tracking for OpenAI and corrected entity-agent relationship logic.\\n  - PRs: elizaos/eliza#4230 (Add OpenAi model usage events), elizaos/eliza#4223 (Fix relationship between entities and agents)\", \"2026-01-11 00:57:07\"]\n[\"pierce403_lifetime_2026-01-11\", \"pierce403\", \"lifetime\", \"2026-01-11\", \"# pierce403\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented the Venice plugin integration, comprising configuration, source code, tests, and documentation.\\n  - PRs: elizaos/eliza#4214 (Feature/plugin venice)\", \"2026-01-11 00:57:13\"]\n[\"avp1598_lifetime_2026-01-11\", \"avp1598\", \"lifetime\", \"2026-01-11\", \"# avp1598\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **OpenAI Plugin Integration:** Focused on extending configuration options and stability for the OpenAI provider.\\n  - PRs: elizaos/eliza#4140 (Added ability to choose embedding model), elizaos/eliza#4207 (Fixed OpenAI object JSON parse error), elizaos/eliza#4169 (Refactored OpenAI plugin structure).\", \"2026-01-11 00:57:15\"]\n[\"jinbangyi_lifetime_2026-01-11\", \"jinbangyi\", \"lifetime\", \"2026-01-11\", \"# jinbangyi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **TON Blockchain Integration:** Implemented the initial TON plugin and subsequently added debug scripts and transfer logic fixes.\\n  - PRs: elizaos/eliza#1039 (feat: add plugin-ton), elizaos/eliza#2744 (feat(ton-plugin): add debug scripts and fix the transfer)\\n- **Client Development:** Initiated feature work for Twitter client integration.\\n  - PRs: elizaos/eliza#4206 (feat: client -twitter)\", \"2026-01-11 00:57:17\"]\n[\"everimbaq_lifetime_2026-01-11\", \"everimbaq\", \"lifetime\", \"2026-01-11\", \"# everimbaq\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Corrected environment variable definitions within the application configuration.\\n  - PRs: elizaos/eliza#2324 (fix: correct OPENROUTER_API_KEY env in config)\", \"2026-01-11 00:57:20\"]\n[\"arandaschimpf_lifetime_2026-01-11\", \"arandaschimpf\", \"lifetime\", \"2026-01-11\", \"# arandaschimpf\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 767 hours\\n\\n## Contribution Domains\\n- **Bug Fixes:** addressed JSON parsing logic regarding nested objects.\\n  - PRs: elizaos/eliza#4198 (fix json parse problem with nested objects)\", \"2026-01-11 00:57:26\"]\n[\"EonHao_lifetime_2026-01-11\", \"EonHao\", \"lifetime\", \"2026-01-11\", \"# EonHao\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Executed 8 commits across 10 files (+630/-269 lines).\\n  - Focus: Work primarily categorized as bugfix (88%) with minor other work (13%).\\n  - *Note: Activity consists of direct code changes; no specific Pull Requests (org/repo#N) were recorded in the dataset.*\", \"2026-01-11 00:57:27\"]\n[\"Imsharad_lifetime_2026-01-11\", \"Imsharad\", \"lifetime\", \"2026-01-11\", \"# Imsharad\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n**Instrumentation & Testing:**\\nFocused on implementing comprehensive instrumentation coverage for the Twitter plugin, involving significant code and configuration updates across 21 files.\\n- PRs: elizaos/eliza#4190 (feat: Add 100% instrumentation coverage for Twitter plugin)\", \"2026-01-11 00:57:31\"]\n[\"ncale_lifetime_2026-01-11\", \"ncale\", \"lifetime\", \"2026-01-11\", \"# ncale\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 120 hours\\n\\n## Contribution Domains\\n- **Telegram Integration:** Expanded Telegram client capabilities within the Eliza framework, focusing on user feedback indicators and message formatting.\\n  - PRs: elizaos/eliza#4280 (feat: add typing indicator to telegram), elizaos/eliza#4279 (refactor: improve telegram markdown parsing), elizaos/eliza#4287 (fix: expose telegram types)\\n\\n- **Messaging Interface:** Implemented interactive UI components for message handling.\\n  - PRs: elizaos/eliza#4187 (feat: Add message buttons)\", \"2026-01-11 00:57:42\"]\n[\"imthatcarlos_lifetime_2026-01-11\", \"imthatcarlos\", \"lifetime\", \"2026-01-11\", \"# imthatcarlos\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 17 hours\\n\\n## Contribution Domains\\n- **Ecosystem Integrations:** Implemented and registered external integrations for the Eliza ecosystem, specifically focusing on Lens Protocol and Bonsai.\\n  - PRs: elizaos/eliza#1098 (feat: Lens client), elizaos-plugins/registry#181 (add: plugin-bonsai), elizaos-plugins/registry#191 (edit: plugin-bonsai published)\", \"2026-01-11 00:57:43\"]\n[\"voronor_lifetime_2026-01-11\", \"voronor\", \"lifetime\", \"2026-01-11\", \"# voronor\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 533 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance:** Updates to scripts for cross-platform compatibility and code cleanup.\\n  - PRs: elizaos/eliza#4195 (make cleanup script compatible across platforms), elizaos/eliza#4030 (removed duplicate JSON import)\", \"2026-01-11 00:57:45\"]\n[\"emmanuel-ferdman_lifetime_2026-01-11\", \"emmanuel-ferdman\", \"lifetime\", \"2026-01-11\", \"# emmanuel-ferdman\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Source Configuration:** Updates to plugin source definitions.\\n  - PRs: elizaos/eliza#3944 (fix: update plugins source)\\n- **Documentation:** Maintenance of local development guides.\\n  - PRs: elizaos/eliza#4193 (docs: update local development guide)\", \"2026-01-11 00:57:47\"]\n[\"sheropen_lifetime_2026-01-11\", \"sheropen\", \"lifetime\", \"2026-01-11\", \"# sheropen\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Work:** Modified 4 files (+1188/-843 lines) involving various file types via direct commit.\\n  - PRs: No merged pull requests available for citation.\", \"2026-01-11 00:57:52\"]\n[\"santamasa_lifetime_2026-01-11\", \"santamasa\", \"lifetime\", \"2026-01-11\", \"# santamasa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 31 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected syntax in repository documentation.\\n  - PRs: elizaos/eliza#4148 (docs: removed an extra `~`)\", \"2026-01-11 00:57:52\"]\n[\"retdude_lifetime_2026-01-11\", \"retdude\", \"lifetime\", \"2026-01-11\", \"# retdude\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Configuration & Maintenance:** Updated environment variable documentation and identified runtime issues within the knowledge retrieval system.\\n  - PRs: elizaos/eliza#4136 (docs: added raiinmaker to .env.example)\\n  - Issues: elizaos/eliza#4408 (Reported RAG document Knowledge error regarding getCachedEmbeddings)\", \"2026-01-11 00:58:00\"]\n[\"dependabot[bot]_lifetime_2026-01-11\", \"dependabot[bot]\", \"lifetime\", \"2026-01-11\", \"# dependabot[bot]\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Modifications:** Recorded 21 commits modifying 30 files (+749/-336 lines) involving various file types.\\n  - Focus: Activity categorized as other work (76%) and bugfix work (14%).\\n  - PRs: No specific Pull Request identifiers provided in dataset.\", \"2026-01-11 00:58:03\"]\n[\"Cooops_lifetime_2026-01-11\", \"Cooops\", \"lifetime\", \"2026-01-11\", \"# Cooops\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 4 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 37 hours\\n\\n## Contribution Domains\\n**Email Automation & Evaluation:** Implemented a new plugin for intelligent email processing and automation within the Eliza framework.\\n- PRs: elizaos/eliza#2709 (feat(new-plugin): adding intelligent email evaluation and automation), elizaos/eliza#4123 (More email changes eliza base made), elizaos/eliza#2676 (Adding intelligent email evaluation and automation for eliza)\", \"2026-01-11 00:58:07\"]\n[\"pgoos_lifetime_2026-01-11\", \"pgoos\", \"lifetime\", \"2026-01-11\", \"# pgoos\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 3 open\\n- **Pull Requests Reviewed:** 20 total (4 approvals, 1 change requests, 15 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 47 hours\\n\\n## Contribution Domains\\n**Testing & CI Infrastructure:** Established testing workflows, coverage reporting, and CI integration for the core package.\\n- PRs: elizaos/eliza#676 (configured test execution with coverage), elizaos/eliza#590 (enabled core package tests in CI), elizaos/eliza#659 (added minimal codecov configuration).\\n\\n**Integration & Features:** Implemented integration testing enhancements and external service connections.\\n- PRs: elizaos/eliza#1767 (enhanced integration tests and added Coinbase Commerce integration), elizaos/eliza#2705 (removed hardcoded branch names from commit logic).\", \"2026-01-11 00:58:08\"]\n[\"HashWarlock_lifetime_2026-01-11\", \"HashWarlock\", \"lifetime\", \"2026-01-11\", \"# HashWarlock\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 39 merged, 4 open\\n- **Pull Requests Reviewed:** 61 total (13 approvals, 1 change requests, 36 comments)\\n- **Issues:** 5 opened, 5 closed\\n- **Avg Time to Merge:** 28 hours\\n\\n## Contribution Domains\\n- **TEE (Trusted Execution Environment) Implementation:** Architected and maintained the TEE plugin ecosystem, including Solana integration, remote attestation, and key derivation.\\n  - PRs: elizaos/eliza#632 (Initial TEE Plugin), elizaos/eliza#835 (Add TEE Mode to Solana Plugin), elizaos/eliza#2039 (Update Key Derive in TEE), elizaos/eliza#1885 (Add remote attestation action), elizaos/eliza#4305 (Fix remote attestation action)\\n- **Infrastructure & Docker Optimization:** Refactored containerization logic to reduce image size and build times, alongside CI/CD pipeline updates.\\n  - PRs: elizaos/eliza#782 (Refactor Dockerfile to reduce image/build time), elizaos/eliza#4120 (Reduce docker image size), elizaos/eliza#3732 (Fix docker image for CI/CD setup), elizaos/eliza#3994 (Add TEE CI/CD pipeline)\\n- **Developer Tooling & CLI:** Created CLI commands and starter templates to facilitate TEE project initialization.\\n  - PRs: elizaos/eliza#4830 (Add TEE starter project create CLI), elizaos/eliza#4774 (Add Project TEE Starter Template), elizaos/eliza#4850 (Fix CLI for TEE and update doc)\\n- **API Integration:** Implemented support for RedPill API.\\n  - PRs: elizaos/eliza#198 (Add RedPill API Support), elizaos/eliza#4045 (Add RedPill support)\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently submits high-line-count PRs related to dependency updates or initial plugin scaffolding (e.g., elizaos/eliza#198, elizaos/eliza#632). Pairs infrastructure changes with CI/CD pipeline adjustments.\\n- **Review patterns:** Engages in discussions (36 comments) significantly more often than issuing formal approvals or change requests.\\n- **Collaboration patterns:** Works exclusively within the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024, initially focusing on Docker optimizations and RedPill API integration.\\n- **Growth phases:** Shifted focus in early 2025 to establishing the TEE (Trusted Execution Environment) plugin architecture.\\n- **Current:** Recent activity (July 2025) concentrates on stabilizing TEE tooling, specifically CLI commands and starter templates for developer onboarding.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 1% of `elizaos/eliza` (LOW).\\n- **Work Structure:** 0% of merged PRs are linked to tracked issues (LOW), suggesting work is directed via external channels or direct communication.\\n- **Review Dependencies:** Primary reviewers are @shakkernerd and @lalalune (HIGH).\", \"2026-01-11 00:58:15\"]\n[\"neuroscr_lifetime_2026-01-11\", \"neuroscr\", \"lifetime\", \"2026-01-11\", \"# neuroscr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:**\\n  - Activity consists of 30 commits modifying 30 files (+8657/-6044 lines).\\n  - No Pull Requests were created or merged; contributions appear as direct commits or untracked changes, preventing functional categorization via org/repo#N format.\", \"2026-01-11 00:58:19\"]\n[\"harshal247_lifetime_2026-01-11\", \"harshal247\", \"lifetime\", \"2026-01-11\", \"# harshal247\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 67 hours\\n\\n## Contribution Domains\\n- **CLI Testing & Infrastructure:** Focused on resolving failing test cases and updating CLI test configurations, involving significant line count modifications likely associated with test snapshots or refactoring.\\n  - PRs: elizaos/eliza#4100 (Updated code to resolve failing cli testcases), elizaos/eliza#4075 (Updates CLI tests code based on the PR comments)\\n\\n- **API Development:** Work in progress regarding backend endpoints for data retrieval.\\n  - PRs: elizaos/eliza#4308 (API endpoint for querying trace data)\", \"2026-01-11 00:58:19\"]\n[\"0xbryer_lifetime_2026-01-11\", \"0xbryer\", \"lifetime\", \"2026-01-11\", \"# 0xbryer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 57 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Maintenance:** Optimization of repository cleanup scripts and adjustments to router configuration paths.\\n  - PRs: elizaos/eliza#3900 (optimize cleanup script with `xargs`), elizaos/eliza#2364 (fix incorrect library path in router configuration)\\n- **Documentation:** Corrections to localized documentation paths.\\n  - PRs: elizaos/eliza#4116 (fix typo in Thai text for file path)\", \"2026-01-11 00:58:20\"]\n[\"sudeepb02_lifetime_2026-01-11\", \"sudeepb02\", \"lifetime\", \"2026-01-11\", \"# sudeepb02\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Maintenance:** Modifications to test infrastructure for the EVM plugin.\\n  - PRs: elizaos/eliza#4093 (Fix plugin-evm tests)\\n- **Feature Proposals:** Requests for configuration enhancements regarding Twitter client agents.\\n  - Issues: elizaos/eliza#2747 (Add feature for granular configuration of agent for Twitter client)\", \"2026-01-11 00:58:21\"]\n[\"AnishRane_lifetime_2026-01-11\", \"AnishRane\", \"lifetime\", \"2026-01-11\", \"# AnishRane\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Initiated implementation of a DPSN Plugin. Work includes configuration adjustments and associated test coverage (+662/-49 lines across 26 files).\\n  - PRs: elizaos/eliza#4043 (feature: DPSN Plugin)\", \"2026-01-11 00:58:27\"]\n[\"defiberrys_lifetime_2026-01-11\", \"defiberrys\", \"lifetime\", \"2026-01-11\", \"# defiberrys\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 143 hours\\n\\n## Contribution Domains\\n- **Code Maintenance & Documentation:** Addressed minor syntax errors and comment inaccuracies within the codebase.\\n  - PRs: elizaos/eliza#4038 (chore: Fix missing comma in section headers list), elizaos/eliza#3968 (chore: Fix incorrect timeout comment)\", \"2026-01-11 00:58:31\"]\n[\"0xminds_lifetime_2026-01-11\", \"0xminds\", \"lifetime\", \"2026-01-11\", \"# 0xminds\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 291 hours\\n\\n## Contribution Domains\\n- **Template Logic:** Resolved variable inconsistencies within social media posting templates.\\n  - PRs: elizaos/eliza#4029 (fix: Fix template variable inconsistency in `twitterPostTemplate`)\", \"2026-01-11 00:58:33\"]\n[\"parag_lifetime_2026-01-11\", \"parag\", \"lifetime\", \"2026-01-11\", \"# parag\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Modifications:**\\n  - Recorded 1 commit involving 1 file modification (+3/-2 lines).\\n  - Contributed 1 comment on Pull Requests.\\n  - *Note: No specific repository or PR identifiers provided in the dataset.*\", \"2026-01-11 00:58:35\"]\n[\"bdommie_lifetime_2026-01-11\", \"bdommie\", \"lifetime\", \"2026-01-11\", \"# bdommie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 428 hours\\n\\n## Contribution Domains\\n- **Model Provider Integration:** Implemented integration for Kluster AI as a model provider.\\n  - PRs: elizaos/eliza#3938 (feat: Add Kluster AI as model provider)\", \"2026-01-11 00:58:36\"]\n[\"Anti-Cult-Dev_lifetime_2026-01-11\", \"Anti-Cult-Dev\", \"lifetime\", \"2026-01-11\", \"# Anti-Cult-Dev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Wallet Monitoring Integration:** Implementation of the GoldRush Plugin for Covalent integration.\\n  - PRs: elizaos/eliza#2219 (Add GoldRush Plugin: Covalent Integration for Wallet Monitoring)\\n  - **Note:** This single open contribution involves significant codebase expansion (+4322/-1519 lines) spanning logic, configuration, and test files (23% of modified files).\", \"2026-01-11 00:58:38\"]\n[\"whysosaket_lifetime_2026-01-11\", \"whysosaket\", \"lifetime\", \"2026-01-11\", \"# whysosaket\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 438 hours\\n\\n## Contribution Domains\\n- **AI Provider Integration:** Implemented Mem0 as a new AI SDK provider, modifying configuration and code files to support the integration.\\n  - PRs: elizaos/eliza#3927 (feat: Add Mem0 as AI SDK Provider)\", \"2026-01-11 00:58:45\"]\n[\"mrdavidburns_lifetime_2026-01-11\", \"mrdavidburns\", \"lifetime\", \"2026-01-11\", \"# mrdavidburns\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Repository Configuration:** Established initial automation for dependency management via configuration files.\\n  - PRs: elizaos/eliza#63 (Initial commit for adding Renovate autoupdater)\", \"2026-01-11 00:58:49\"]\n[\"dreaminglucid_lifetime_2026-01-11\", \"dreaminglucid\", \"lifetime\", \"2026-01-11\", \"# dreaminglucid\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Messaging Integrations:** Implemented Telegram bot functionality, specifically adding response logic and image recognition support.\\n  - PRs: elizaos/eliza#65 (Telegram Integration with shouldRespond handler + image recognition)\", \"2026-01-11 00:58:53\"]\n[\"o-on-x_lifetime_2026-01-11\", \"o-on-x\", \"lifetime\", \"2026-01-11\", \"# o-on-x\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 19 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 8 opened, 8 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implemented support for multiple model providers and refactored embedding logic.\\n  - PRs: elizaos/eliza#221 (Add OLLAMA), elizaos/eliza#245 (Add OpenRouter), elizaos/eliza#351 (TogetherAI integration), elizaos/eliza#413 (remove ollama embeddings).\\n- **Social Media & Content Handling:** Developed logic for tweet splitting, image generation handling, and platform-specific actions.\\n  - PRs: elizaos/eliza#324 (tweet split refactor), elizaos/eliza#306 (image gen formatting), elizaos/eliza#313 (pumpfun.ts implementation), elizaos/eliza#297 (transfer token action).\\n- **Configuration & Infrastructure:** Modified environment variable handling, build settings, and logging.\\n  - PRs: elizaos/eliza#252 (openai embeddings setting), elizaos/eliza#224 (models.gguf storage), elizaos/eliza#256 (bigint logger support), elizaos/eliza#368 (post time env).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently implements external API integrations (OpenRouter, TogetherAI, Pumpfun). Executes large-scale refactors on existing logic, evidenced by the tweet split update (+6845/-16227 lines).\\n- **Review patterns:** Does not participate in code review for other contributors.\\n- **Collaboration patterns:** Focuses exclusively on the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution occurred in November 2024 with model provider integrations.\\n- **Growth phases:** Activity remained concentrated within a single month (November 2024). Work spanned simultaneous updates to core configuration, model providers, and agent actions.\\n- **Current:** Most recent activity involves refining style guidelines and post-time settings (elizaos/eliza#441, elizaos/eliza#369).\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 1% (LOW).\\n- **Work Structure:** 0% of merged PRs link to tracked issues (LOW), indicating ad-hoc contribution or external task tracking.\\n- **Review Dependencies:** 100% of reviewed work handled by @lalalune (HIGH concentration risk).\", \"2026-01-11 00:58:54\"]\n[\"zongyanbin_lifetime_2026-01-11\", \"zongyanbin\", \"lifetime\", \"2026-01-11\", \"# zongyanbin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment & Startup Configuration:** Reported runtime errors related to package manager execution and application startup.\\n  - Issues: elizaos/eliza#326 (Severe Bug - The program fails to start with the command 'pnp...), elizaos/eliza#288 (pnpm start reports an error and cannot be started).\", \"2026-01-11 00:58:55\"]\n[\"shakkernerd_lifetime_2026-01-11\", \"shakkernerd\", \"lifetime\", \"2026-01-11\", \"# shakkernerd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 104 merged, 1 open/0 closed\\n- **Pull Requests Reviewed:** 263 total (239 approvals, 1 change requests, 6 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Performance:** Implemented core caching mechanisms and knowledge subsystems to enhance system performance and capabilities.\\n  - PRs: elizaos/eliza#1279 (Redis Cache Implementation), elizaos/eliza#1295 (Add caching support for Redis), elizaos/eliza#2005 (Implement getKnowledge/searchKnowledge), elizaos/eliza#1479 (Enhance client direct), elizaos/eliza#1084 (Dynamic import of fs module).\\n\\n- **Release Management & Configuration:** Managed versioning, lockfile stability, and package publication settings across the repository.\\n  - PRs: elizaos/eliza#1804 (Bump version to v.0.1.7), elizaos/eliza#3330 (Set package publish access to public), elizaos/eliza#1275 (Revert pnpm lockfile changes), elizaos/eliza#1115 (Fix broken pnpm lockfile), elizaos/eliza#1361 (Bump version to v0.1.7-alpha.1), elizaos/eliza#2929 (Fix missing version prop in package.json).\\n\\n- **Developer Experience & Tooling:** Created and refined scripts for development workflows, linting, and testing.\\n  - PRs: elizaos/eliza#892 (Improved dev command), elizaos/eliza#1101 (Smoke Test script), elizaos/eliza#1082 (Fix eslint command), elizaos/eliza#1893 (Fix integrations and smoke tests), elizaos/eliza#1573 (Parse files through prettier), elizaos/eliza#3937 (Build cli command).\\n\\n- **Codebase Maintenance & Refactoring:** Executed large-scale cleanup, linting fixes, and removal of redundant code/dependencies.\\n  - PRs: elizaos/eliza#1513 (General code fixes/clean up), elizaos/eliza#699 (Remove web-agent folder), elizaos/eliza#1085 (Remove unused imports), elizaos/eliza#2474 (Fix linting errors), elizaos/eliza#3326 (Remove remnant files/folders), elizaos/eliza#1077 (Remove unnecessary devDependencies).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently commits massive line-count changes associated with lockfile management and dependency updates. Pairs feature implementation (Redis, Knowledge) with corresponding configuration adjustments.\\n- **Review patterns:** Maintains a high approval-to-change-request ratio (239:1), indicating a focus on unblocking peers rather than deep code critique.\\n- **Collaboration patterns:** Operates exclusively within the `elizaos/eliza` repository. Acts as a release manager, handling version bumps and merge conflicts (e.g., elizaos/eliza#1301 rebase).\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with development script enhancements and initial cleanup.\\n- **Growth phases:** December and January saw an expansion into core infrastructure (Redis implementation) and heavy release management (alpha versioning).\\n- **Shifts:** Shifted focus in February/March towards package accessibility (public scoping), integration testing, and stabilizing the main branch via large-scale merges.\\n- **Current:** Recent activity concentrates on CLI command building, logger formatting, and finalizing package publication settings.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 3% (LOW) - While the percentage is low relative to total PRs, the nature of work (release management, core infra) implies administrative responsibility.\\n- **Work Structure:** 0% issue linkage (LOW) - Work appears driven by internal coordination or immediate maintenance requirements rather than public issue tracking.\\n- **Review Dependencies:** 0 hours average merge time (HIGH) - Indicates self-merge privileges or immediate administrative overrides, bypassing standard review latency.\", \"2026-01-11 00:58:59\"]\n[\"tinycrops_lifetime_2026-01-11\", \"tinycrops\", \"lifetime\", \"2026-01-11\", \"# tinycrops\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Model Integration:** Implemented support for the Grok Beta model within the Eliza framework.\\n  - PRs: elizaos/eliza#216 (Implement grok beta)\", \"2026-01-11 00:59:02\"]\n[\"yodamaster726_lifetime_2026-01-11\", \"yodamaster726\", \"lifetime\", \"2026-01-11\", \"# yodamaster726\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 8 opened, 8 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Local Model Integration:** Addressed configuration and execution issues for local AI models, specifically targeting Ollama and Llama implementations.\\n  - PRs: elizaos/eliza#521 (fix: ollama local and llama local), elizaos/eliza#524 (fix: Ollama fix)\\n\\n- **Documentation & Environment Setup:** Resolved startup failures related to character JSON parsing and expanded documentation for the Chat UI initialization.\\n  - PRs: elizaos/eliza#976 (chore: add how to startup chat ui), elizaos/eliza#624 (fix: running a character.json fails when running per docs)\", \"2026-01-11 00:59:05\"]\n[\"leomercier_lifetime_2026-01-11\", \"leomercier\", \"lifetime\", \"2026-01-11\", \"# leomercier\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **Database Infrastructure:** Implemented Postgres database adapter, involving significant code restructuring.\\n  - PRs: elizaos/eliza#102 (Postgres DB Adapter)\\n- **Build Configuration:** Resolved build errors related to `tsup` and the Twitter client integration.\\n  - PRs: elizaos/eliza#402 (fix: tsup build error (client-twitter))\\n- **Feature Development:** Open work regarding \\\"cashtags\\\" functionality.\\n  - PRs: elizaos/eliza#200 (Feat: cashtags)\", \"2026-01-11 00:59:12\"]\n[\"TonySimonovsky_lifetime_2026-01-11\", \"TonySimonovsky\", \"lifetime\", \"2026-01-11\", \"# TonySimonovsky\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Reporting:** Identified missing information in project onboarding guides.\\n  - Issues: elizaos/eliza#283 (Qucikstart guide doesn), elizaos/eliza#284 (Quickstart guide is missing important info)\", \"2026-01-11 00:59:12\"]\n[\"metadiver_lifetime_2026-01-11\", \"metadiver\", \"lifetime\", \"2026-01-11\", \"# metadiver\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Build Tooling & Configuration:** Updated runtime execution dependencies to improve agent performance.\\n  - PRs: elizaos/eliza#292 (replace ts-node with tsx on @ai16z/agent)\\n- **Documentation & Localization:** Expanded language support and clarified installation requirements.\\n  - PRs: elizaos/eliza#400 (Create README_ES.md), elizaos/eliza#277 (add python as a prerequisite for node-gyp)\", \"2026-01-11 00:59:13\"]\n[\"FabriceIRANKUNDA_lifetime_2026-01-11\", \"FabriceIRANKUNDA\", \"lifetime\", \"2026-01-11\", \"# FabriceIRANKUNDA\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Model Integration & Configuration:** Focused on enabling specific model providers and environment configuration within the Eliza framework.\\n  - PRs: elizaos/eliza#296 (Added missing GROK model provider key initialization), elizaos/eliza#38 (App running on configurations from .env)\", \"2026-01-11 00:59:20\"]\n[\"liamzebedee_lifetime_2026-01-11\", \"liamzebedee\", \"lifetime\", \"2026-01-11\", \"# liamzebedee\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Environment:** Proposed execution changes for Bun.sh compatibility.\\n  - Issues: elizaos/eliza#492 (Run using Bun.sh), elizaos/eliza#695 (Run using Bun.sh)\\n- **Application Logic:** Addressed tweet timeline filtering and character loading error states.\\n  - PRs: elizaos/eliza#454 (fix: don't reply to tweets older than 5 days), elizaos/eliza#448 (throw error on character failing to load)\", \"2026-01-11 00:59:23\"]\n[\"laser-riot_lifetime_2026-01-11\", \"laser-riot\", \"lifetime\", \"2026-01-11\", \"# laser-riot\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Twitter Integration:** Addressed a bug preventing dry runs from executing correctly within the Twitter client module.\\n  - PRs: elizaos/eliza#452 (fix: X dry run)\", \"2026-01-11 00:59:23\"]\n[\"twilwa_lifetime_2026-01-11\", \"twilwa\", \"lifetime\", \"2026-01-11\", \"# twilwa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 10 merged, 3 open/closed\\n- **Pull Requests Reviewed:** 17 total (14 approvals, 0 change requests, 1 comments)\\n- **Issues:** 5 opened, 5 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **CI/CD & Testing Infrastructure:** Implemented workflows for code quality and testing environments.\\n  - PRs: elizaos/eliza#2420 (dockerize smoke tests), elizaos/eliza#2417 (add workflow to block minified JS), elizaos/eliza#2735 (minimal workflow to resolve ephemeral check), elizaos/eliza#1291 (integration tests fix)\\n- **Core Logic & Configuration:** addressed runtime errors and build configurations.\\n  - PRs: elizaos/eliza#20 (minor fixes to base.ts and llama.ts), elizaos/eliza#274 (add modelProvider to json to resolve embeddings error), elizaos/eliza#2768 (create /.turbo/config.json)\\n\\n## Contribution Patterns\\n- **Code patterns:** Focuses on infrastructure reliability, pairing logic fixes with large-scale integration updates (e.g., elizaos/eliza#1291).\\n- **Review patterns:** High approval rate (14 approvals to 0 change requests) indicates a tendency to validate rather than request modifications.\\n- **Collaboration patterns:** Works exclusively within the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in October 2024 with core runtime fixes (elizaos/eliza#20).\\n- **Growth phases:** Activity transitioned from specific logic patches (elizaos/eliza#274) to broader testing and CI/CD infrastructure implementation (elizaos/eliza#2420, elizaos/eliza#2417).\\n- **Current:** Recent activity (January 2025) centers on build configuration and workflow optimization (elizaos/eliza#2768).\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs close tracked issues (LOW)\\n- **Review Dependencies:** Primary reviewer is @wtfsayo (5 reviews); reliance on a small reviewer pool (HIGH)\", \"2026-01-11 00:59:23\"]\n[\"Gasem6_lifetime_2026-01-11\", \"Gasem6\", \"lifetime\", \"2026-01-11\", \"# Gasem6\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened a single issue regarding token transactions.\\n  - Issues: elizaos/eliza#420 (\\u062a\\u0648\\u06a9\\u0646 \\u0647\\u0627\\u06cc \\u062f\\u0627\\u06af\\u0632 \\u0646\\u0627\\u062a\\u06a9\\u0648\\u06cc\\u06cc\\u0646 \\u062a\\u062a\\u0631 \\u06a9\\u062a\\u0648\\u0632 \\u06a9\\u0648\\u06cc\\u06cc\\u0646 \\u0628\\u0647 \\u062d\\u0633\\u0627\\u0645 \\u0648\\u0627\\u0631\\u06cc\\u0632 \\u0634\\u0648\\u062f)\", \"2026-01-11 00:59:29\"]\n[\"whonion_lifetime_2026-01-11\", \"whonion\", \"lifetime\", \"2026-01-11\", \"# whonion\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 24 hours\\n\\n## Contribution Domains\\n- **Documentation & Internationalization:** Implemented Russian language support for project documentation.\\n  - PRs: elizaos/eliza#380 (docs: add Russian(RU) translation of README)\", \"2026-01-11 00:59:33\"]\n[\"ponderingdemocritus_lifetime_2026-01-11\", \"ponderingdemocritus\", \"lifetime\", \"2026-01-11\", \"Ponderingdemocritus executed a major architectural overhaul of `elizaos/eliza`, transitioning the codebase into a monorepo structure (elizaos/eliza#150) and abstracting core functionality for NPM distribution (elizaos/eliza#214). This foundational work was accompanied by the implementation of critical subsystems, including a Starknet plugin (elizaos/eliza#287), a Trust DB mechanism (elizaos/eliza#349), and a generalized client service layer (elizaos/eliza#382). Across 47 merged pull requests in a single month, they modified nearly 4,000 files with a rapid workflow, averaging just 5 hours from submission to merge, while also establishing developer tooling via Lerna and Husky configurations (elizaos/eliza#428, elizaos/eliza#514).\", \"2026-01-11 00:59:34\"]\n[\"bmgalego_lifetime_2026-01-11\", \"bmgalego\", \"lifetime\", \"2026-01-11\", \"# bmgalego\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 27 merged, 3 open/closed\\n- **Pull Requests Reviewed:** 6 total (0 approvals, 0 change requests, 6 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **Core Runtime & Infrastructure:** Implemented caching mechanisms, optimized plugin loading, and enforced strict typing.\\n  - PRs: elizaos/eliza#378 (feat: Cache Manager), elizaos/eliza#599 (feat: make node-plugin lazy-loaded), elizaos/eliza#619 (feat: make core strictly typed), elizaos/eliza#938 (feat: add callback handler to runtime evaluate method).\\n- **Client Integrations:** Developed new client modules and refactored existing platform connections.\\n  - PRs: elizaos/eliza#386 (feat: Farcaster Client), elizaos/eliza#478 (feat: Twitter Refactor), elizaos/eliza#540 (fix: discord voice memory id), elizaos/eliza#610 (fix: add client farcaster templates).\\n- **Database & Memory Management:** Standardized database queries to scope by `agentId` and fixed memory retrieval logic.\\n  - PRs: elizaos/eliza#539 (fix: db queries not using agentId), elizaos/eliza#484 (fix: agent type error and sqlite file env), elizaos/eliza#606 (fix: db queries in sqljs database adapter), elizaos/eliza#602 (fix: add Memory Manager getMemoriesByRoomIds).\\n\\n## Contribution Patterns\\n- **Code patterns:** Delivers high-volume code changes in single PRs for major features (e.g., Farcaster Client, Cache Manager) while submitting targeted, low-line-count PRs for logic fixes.\\n- **Review patterns:** Participates in reviews via comments rather than formal approvals or change requests.\\n- **Collaboration patterns:** Focuses exclusively on the `elizaos/eliza` repository without cross-repository activity.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with significant feature additions to the `elizaos/eliza` repository.\\n- **Growth phases:** Initial work involved substantial architectural additions (Cache Manager, Farcaster Client).\\n- **Current:** Recent activity in December 2024 shifted toward stabilization, specifically addressing database query scoping, memory management bugs, and type safety.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 1% of `elizaos/eliza` (LOW).\\n- **Work Structure:** 0% of merged PRs are linked to issues, indicating work is likely self-directed or coordinated outside of GitHub Issues (LOW).\\n- **Review Dependencies:** Primary review reliance on @monilpat (9 reviews) and @ponderingdemocritus (5 reviews) (HIGH).\", \"2026-01-11 00:59:43\"]\n[\"denizekiz_lifetime_2026-01-11\", \"denizekiz\", \"lifetime\", \"2026-01-11\", \"# denizekiz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 9 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 6 opened, 6 closed\\n- **Avg Time to Merge:** 26 hours\\n\\n## Contribution Domains\\n- **Image & Vision Services:** Refactored provider logic to separate image generation from vision models and integrated description services into interaction flows.\\n  - PRs: elizaos/eliza#1664 (Separated imageModelProvider and imageVisionModelProvider), elizaos/eliza#1775 (Integrated image descriptions into interaction.ts), elizaos/eliza#1696 (Fixed URL handling in image description service).\\n\\n- **Model Configuration:** Updated configurations and identifiers for external AI providers including Claude and OpenRouter.\\n  - PRs: elizaos/eliza#330 (Added Claude Vertex configs), elizaos/eliza#257 (Updated Claude 3.5 Haiku model ID), elizaos/eliza#356 (Adjusted OpenRouter model selection).\\n\\n- **Maintenance & Documentation:** Patched system defaults, dependencies, and setup documentation.\\n  - PRs: elizaos/eliza#276 (Increased compute unit defaults), elizaos/eliza#753 (Updated agent-client dependency), elizaos/eliza#419 (Added WSL 2 documentation link).\", \"2026-01-11 00:59:43\"]\n[\"boldkoala4615_lifetime_2026-01-11\", \"boldkoala4615\", \"lifetime\", \"2026-01-11\", \"# boldkoala4615\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Adapters:** Identified functionality regressions in the sqlite adapter.\\n  - Issues: elizaos/eliza#251 (getCachedEmbeddings broken for sqlite adapter)\", \"2026-01-11 00:59:44\"]\n[\"Sid31_lifetime_2026-01-11\", \"Sid31\", \"lifetime\", \"2026-01-11\", \"# Sid31\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance & Documentation:** Submitted updates involving significant line reductions and configuration adjustments.\\n  - PRs: elizaos/eliza#2276 (merge last eliza update)\", \"2026-01-11 00:59:47\"]\n[\"normand1_lifetime_2026-01-11\", \"normand1\", \"lifetime\", \"2026-01-11\", \"# normand1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 7 open\\n- **Pull Requests Reviewed:** 10 total (2 approvals, 1 change requests, 7 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 76 hours\\n\\n## Contribution Domains\\n- **Testing & CI Infrastructure:** Implemented token provider tests involving significant codebase modification and investigated CI stability.\\n  - PRs: elizaos/eliza#365 (feat: [Issue-185] Token Provider Tests), elizaos/eliza#2665 (Chore: investigating test failures), elizaos/eliza#2637 (chore: ci test evaluation)\\n- **Feature Development:** Developing integration for Farcaster (Warpcast) using the Neynar API.\\n  - PRs: elizaos/eliza#555 (feat: Farcaster (Warpcast) Client Using Neynar API)\\n- **Maintenance & Configuration:** Managing dependency overrides and plugin cleanup.\\n  - PRs: elizaos/eliza#2671 (chore: add more polkadot version overrides), elizaos/eliza#3508 (Delete plugins)\", \"2026-01-11 00:59:52\"]\n[\"TresFlames_lifetime_2026-01-11\", \"TresFlames\", \"lifetime\", \"2026-01-11\", \"# TresFlames\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project FAQ documentation.\\n  - PRs: elizaos/eliza#1746 (docs: update faq.md)\", \"2026-01-11 00:59:56\"]\n[\"docherty_lifetime_2026-01-11\", \"docherty\", \"lifetime\", \"2026-01-11\", \"# docherty\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Reported execution logic bugs and proposed configuration enhancements for the Twitter client integration.\\n  - Issues: elizaos/eliza#70 (Execution gets stuck in a loop), elizaos/eliza#264 (Allow twitter client to configure who to reply to based on following status)\", \"2026-01-11 00:59:57\"]\n[\"ceeriil_lifetime_2026-01-11\", \"ceeriil\", \"lifetime\", \"2026-01-11\", \"# ceeriil\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment & Configuration:** Reported issues related to package manager compatibility and API integration.\\n  - Issues: elizaos/eliza#4876 (fallback to pnpm/npm when bun install fails on macOS), elizaos/eliza#5023 (GPT-4o access error with OpenAI API key)\", \"2026-01-11 00:59:57\"]\n[\"rhlsthrm_lifetime_2026-01-11\", \"rhlsthrm\", \"lifetime\", \"2026-01-11\", \"# rhlsthrm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified operational faults within the Eliza framework integration.\\n  - Issues: elizaos/eliza#178 (Telegram bot not returning responses)\", \"2026-01-11 01:00:00\"]\n[\"parzival418_lifetime_2026-01-11\", \"parzival418\", \"lifetime\", \"2026-01-11\", \"# parzival418\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Model Integration:** Implemented support for Google models within the generation pipeline, modifying code, documentation, and configuration files to enable the functionality.\\n  - PRs: elizaos/eliza#246 (Support google models in generation)\", \"2026-01-11 01:00:03\"]\n[\"St4rgarden_lifetime_2026-01-11\", \"St4rgarden\", \"lifetime\", \"2026-01-11\", \"# St4rgarden\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **EVM Integration:** Implemented functionality for EVM public key derivation.\\n  - PRs: elizaos/eliza#667 (feat: evm pubkey derivation)\\n- **Reliability Reporting:** Documented limitations in LLM JSON parsing capabilities.\\n  - Issues: elizaos/eliza#148 (LLM can't be trusted to parse it's own json)\", \"2026-01-11 01:00:08\"]\n[\"SotoAlt_lifetime_2026-01-11\", \"SotoAlt\", \"lifetime\", \"2026-01-11\", \"# SotoAlt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified functional inconsistencies in character behavior and timing logic within the Eliza framework.\\n  - Issues: elizaos/eliza#95 (Reported inability to update character personality after modifications), elizaos/eliza#92 (Flagged inconsistency in generateNewTweetLoop time intervals).\", \"2026-01-11 01:00:10\"]\n[\"alextitonis_lifetime_2026-01-11\", \"alextitonis\", \"lifetime\", \"2026-01-11\", \"# alextitonis\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 4 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 81 hours\\n\\n## Contribution Domains\\n- **Social Media & Content Generation:** Implemented image generation features and refactored Twitter profile management logic, involving significant codebase modifications.\\n  - PRs: elizaos/eliza#263 (twitter-profile-remake), elizaos/eliza#44 (Image gen), elizaos/eliza#180 (Twitter profile)\\n- **Infrastructure & Plugins:** Configured environment variables for server ports and proposed extensions for RAG search and key-value storage.\\n  - PRs: elizaos/eliza#944 (feat: base-ragsearch-plugin), elizaos/eliza#290 (keyvaluestore), elizaos/eliza#179 (server port in env)\\n- **Client Stability:** Addressed execution blocking issues within the Telegram client integration.\\n  - PRs: elizaos/eliza#103 (fix-telegram-client-blocking-execution)\", \"2026-01-11 01:00:13\"]\n[\"MarcoMandar_lifetime_2026-01-11\", \"MarcoMandar\", \"lifetime\", \"2026-01-11\", \"# MarcoMandar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 16 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Trust & Reputation Systems:** Implemented and refined trust scoring mechanisms, order books, and virtual confidence metrics.\\n  - PRs: elizaos/eliza#101 (Trustscore, token-performance, simulation), elizaos/eliza#248 (trust integration), elizaos/eliza#175 (updates to order book and trust score), elizaos/eliza#347 (trust fixes)\\n- **Trading Simulation & Execution:** Developed services for sell simulations, trade recording, and specific platform integrations like \\\"pumpfun\\\".\\n  - PRs: elizaos/eliza#597 (sell simulation service), elizaos/eliza#328 (Save Trade on creation to backend), elizaos/eliza#43 (pumpfun integration), elizaos/eliza#642 (simulation sell types)\\n- **Token & DAO Infrastructure:** Added providers for token data, DAO swap actions, and recommendation engines.\\n  - PRs: elizaos/eliza#24 (token provider), elizaos/eliza#196 (swap Dao action initial), elizaos/eliza#250 (recommendations, token info, client auto)\\n\\n## Contribution Patterns\\n- **Code patterns:** Commits frequently involve high line-count modifications (e.g., elizaos/eliza#101 with +190k lines), suggesting the implementation of large subsystems or data-heavy components rather than incremental patches.\\n- **Collaboration patterns:** Operates exclusively within the `elizaos/eliza` repository.\\n- **Workflow:** Submits PRs without linking to tracked issues (0% linkage rate).\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in October 2024 focused on \\\"pumpfun\\\" integration and token providers.\\n- **Growth phases:** Expanded scope in November to include complex trust scoring and performance simulation logic.\\n- **Current:** Recent activity in December 2024 concentrates on refining sell simulation services and resolving specific swap type errors.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs close tracked issues, indicating work is likely tracked externally or ad-hoc (LOW).\\n- **Review Dependencies:** Merges rely primarily on @lalalune (3 reviews) and @shakkernerd (1 review) (HIGH).\", \"2026-01-11 01:00:18\"]\n[\"vvisigoth_lifetime_2026-01-11\", \"vvisigoth\", \"lifetime\", \"2026-01-11\", \"# vvisigoth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime errors within message generation logic.\\n  - Issues: elizaos/eliza#657 (TypeError while generating a message response)\", \"2026-01-11 01:00:21\"]\n[\"wahndo_lifetime_2026-01-11\", \"wahndo\", \"lifetime\", \"2026-01-11\", \"# wahndo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Documentation & Repository Maintenance:** Focused on documentation cleanup, formatting unification, and link repairs within the Eliza framework.\\n  - PRs: elizaos/eliza#389 (docs: refresh eliza's tagline, fix broken links, unify format...), elizaos/eliza#36 (Update README.md)\", \"2026-01-11 01:00:25\"]\n[\"augchan42_lifetime_2026-01-11\", \"augchan42\", \"lifetime\", \"2026-01-11\", \"# augchan42\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 13 merged, 5 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 13 opened, 13 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Core Infrastructure & Stability:** Implemented reliability patterns and logging improvements.\\n  - PRs: elizaos/eliza#812 (added circuit breaker for DB operations), elizaos/eliza#677 (improved embeddings and connectivity), elizaos/eliza#2685 (fixed debug targets for logger).\\n- **RAG & Knowledge Management:** Enhanced retrieval mechanisms and database query scoping.\\n  - PRs: elizaos/eliza#2351 (enhanced RAG knowledge handling), elizaos/eliza#2690 (fixed scoped IDs in RAG knowledge), elizaos/eliza#2264 (added limit param to memory retrieval).\\n- **Client Integrations:** Expanded configuration options and fixed caching logic for external platforms.\\n  - PRs: elizaos/eliza#1782 (removed twitter profile caching), elizaos/eliza#1884 (supported wildcards in twitter targets), elizaos/eliza#698 (enhanced character card voice config).\\n- **Echochambers:** Added logic for conversation management.\\n  - PRs: elizaos/eliza#2248 (added dead room detection).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently addresses large-scale data or state management issues, evidenced by high line-count modifications in RAG and caching PRs (e.g., elizaos/eliza#1782, elizaos/eliza#2690).\\n- **Workflow:** Matches PR volume to Issue creation volume (13 created, 13 merged), indicating a structured approach to task definition prior to implementation.\\n- **Review patterns:** Focuses exclusively on authoring code; recorded zero code reviews for other contributors.\\n\\n## Temporal Analysis\\n- **Entry:** First contributions in November 2024 focused on Discord permissions and Voice configuration (elizaos/eliza#662, elizaos/eliza#698).\\n- **Growth phases:** Expanded scope to Core infrastructure (embeddings, circuit breakers) shortly after entry.\\n- **Current:** Activity in January 2025 concentrates on RAG knowledge systems and debugging tools (elizaos/eliza#2690, elizaos/eliza#2685).\\n\\n## Organizational Signals\\n- **Repo Ownership:** 0% (LOW) - Contributes across the codebase without owning specific modules.\\n- **Work Structure:** 0% Issue Linkage (MEDIUM) - PRs are not formally linked to issues via keywords, despite high issue creation volume.\\n- **Review Dependencies:** (HIGH) - Relies heavily on @odilitime and @shakkernerd for approvals (100% of unique reviewers).\", \"2026-01-11 01:00:29\"]\n[\"yoniebans_lifetime_2026-01-11\", \"yoniebans\", \"lifetime\", \"2026-01-11\", \"# yoniebans\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 4 opened, 4 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **AI Model Architecture:** Implemented structural separation between image and text model providers and added integration for fal.ai.\\n  - PRs: elizaos/eliza#650 (feat: add image text model provider separation and fal.ai integration)\\n- **System Observability & Memory:** Fixed issues related to memory similarity logging and new knowledge ingestion mechanics.\\n  - PRs: elizaos/eliza#616 (fix: memory similarity log & new knowledge ingestion)\", \"2026-01-11 01:00:29\"]\n[\"recheck911_lifetime_2026-01-11\", \"recheck911\", \"lifetime\", \"2026-01-11\", \"# recheck911\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Setup:** Opened inquiry regarding environment variable configuration for external APIs.\\n  - Issues: elizaos/eliza#623 (Inquiry regarding GROQ_API_KEY and Telegram robot token integration)\", \"2026-01-11 01:00:35\"]\n[\"0xTomDaniel_lifetime_2026-01-11\", \"0xTomDaniel\", \"lifetime\", \"2026-01-11\", \"# 0xTomDaniel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Messaging Integrations:** Development of media generation features for external messaging platforms.\\n  - PRs: elizaos/eliza#491 (feat: Add image generation capability to Telegram messaging)\", \"2026-01-11 01:00:37\"]\n[\"NiravJoshi33_lifetime_2026-01-11\", \"NiravJoshi33\", \"lifetime\", \"2026-01-11\", \"# NiravJoshi33\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Community Engagement:** Opened inquiry regarding developer support platforms.\\n  - Issues: elizaos/eliza#563 (Need Discord or Telegram Group to Quickly Get Help For Developer)\", \"2026-01-11 01:00:40\"]\n[\"antpb_lifetime_2026-01-11\", \"antpb\", \"lifetime\", \"2026-01-11\", \"# antpb\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Runtime Compatibility:** Modified dependency imports and error handling to enable support for non-Node.js environments (specifically workers).\\n  - PRs: elizaos/eliza#703 (Switch from tiktoken to js-tiktoken for worker compatibility), elizaos/eliza#709 (move `fastembed` import to the isnode condition check), elizaos/eliza#508 (Wrap `fastembed` in try catch to allow non node environments)\", \"2026-01-11 01:00:43\"]\n[\"reffan_lifetime_2026-01-11\", \"reffan\", \"lifetime\", \"2026-01-11\", \"# reffan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Architecture:** Initiated a structural refactor to decouple direct-client and terminal chat components from the main agent, involving modifications to 229 files across configuration and source code.\\n  - PRs: elizaos/eliza#477 (feat: Split off direct-client and terminal chat from agent)\", \"2026-01-11 01:00:44\"]\n[\"darwintree_lifetime_2026-01-11\", \"darwintree\", \"lifetime\", \"2026-01-11\", \"# darwintree\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 51 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented support for the Conflux network within the Eliza framework.\\n  - PRs: elizaos/eliza#481 (feat: add Conflux plugin)\\n- **Core Runtime & Text Processing:** Corrected parameter handling for model endpoint overrides and refined text splitting logic for social media integrations.\\n  - PRs: elizaos/eliza#446 (fix: ignored modelEndpointOverride in generation), elizaos/eliza#1947 (feat: improve twitter paragraph splitting if containing url)\", \"2026-01-11 01:00:49\"]\n[\"markjkaem_lifetime_2026-01-11\", \"markjkaem\", \"lifetime\", \"2026-01-11\", \"# markjkaem\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported dependency version mismatches affecting runtime environments.\\n  - Issues: elizaos/eliza#337 (Node module version 127 vs 131 sqlite issue)\", \"2026-01-11 01:00:49\"]\n[\"deepfates_lifetime_2026-01-11\", \"deepfates\", \"lifetime\", \"2026-01-11\", \"# deepfates\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified configuration behavior regarding external provider endpoints.\\n  - Issues: elizaos/eliza#882 (Ollama provider doesn't use correct endpoint)\", \"2026-01-11 01:00:51\"]\n[\"m1hawk_lifetime_2026-01-11\", \"m1hawk\", \"lifetime\", \"2026-01-11\", \"# m1hawk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Modifications to repository documentation.\\n  - PRs: elizaos/eliza#205 (Update README.md)\", \"2026-01-11 01:00:56\"]\n[\"cvartanian_lifetime_2026-01-11\", \"cvartanian\", \"lifetime\", \"2026-01-11\", \"# cvartanian\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Integration:** Implemented a PostgreSQL adapter to enable database connectivity.\\n  - PRs: elizaos/eliza#247 (Working PostGres Adapter)\", \"2026-01-11 01:00:56\"]\n[\"juke_lifetime_2026-01-11\", \"juke\", \"lifetime\", \"2026-01-11\", \"# juke\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **API Integrations:** Implemented integration for the Groq API.\\n  - PRs: elizaos/eliza#194 (Groq api integration)\", \"2026-01-11 01:01:00\"]\n[\"atvonsc_lifetime_2026-01-11\", \"atvonsc\", \"lifetime\", \"2026-01-11\", \"# atvonsc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project documentation files.\\n  - PRs: elizaos/eliza#195 (Updated documentation)\", \"2026-01-11 01:01:01\"]\n[\"minghinmatthewlam_lifetime_2026-01-11\", \"minghinmatthewlam\", \"lifetime\", \"2026-01-11\", \"# minghinmatthewlam\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 25 hours\\n\\n## Contribution Domains\\n- **Database Configuration:** Implemented updates to Postgres configuration settings.\\n  - PRs: elizaos/eliza#173 (postgres updates)\", \"2026-01-11 01:01:02\"]\n[\"bigsky77_lifetime_2026-01-11\", \"bigsky77\", \"lifetime\", \"2026-01-11\", \"# bigsky77\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 29 hours\\n\\n## Contribution Domains\\n- **AI Response Configuration:** Adjusted verbosity settings for model responses within the core application logic.\\n  - PRs: elizaos/eliza#170 (feat: Shorten response verbosity)\", \"2026-01-11 01:01:06\"]\n[\"kwannz_lifetime_2026-01-11\", \"kwannz\", \"lifetime\", \"2026-01-11\", \"# kwannz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Integration & Client Features:** Work focuses on extending Twitter functionality within the Eliza framework, specifically regarding media handling and authentication.\\n  - PRs: elizaos/eliza#2130 (feat: Upload a sample photo via the client), elizaos/eliza#2094 (add twitter photo support)\\n  - Issues: elizaos/eliza#857 (Twitter login functionality report)\", \"2026-01-11 01:01:12\"]\n[\"Myttyyytytyyttt_lifetime_2026-01-11\", \"Myttyyytytyyttt\", \"lifetime\", \"2026-01-11\", \"# Myttyyytytyyttt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Environment Reporting:** Documented startup errors related to dependency compatibility within the Eliza framework.\\n  - Issues: elizaos/eliza#902 (Error pnpm start - Promise.withResolvers(): pdfjs-dist)\", \"2026-01-11 01:01:12\"]\n[\"chnl_lifetime_2026-01-11\", \"chnl\", \"lifetime\", \"2026-01-11\", \"# chnl\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported local connectivity issues regarding port accessibility.\\n  - Issues: elizaos/eliza#804 (404 Localhost port 3000)\", \"2026-01-11 01:01:13\"]\n[\"Travellereleven_lifetime_2026-01-11\", \"Travellereleven\", \"lifetime\", \"2026-01-11\", \"# Travellereleven\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented integration failures within the Eliza framework.\\n  - Issues: elizaos/eliza#901 (Unable to Post Tweets Using Eliza Integration with Twi...)\", \"2026-01-11 01:01:14\"]\n[\"dievardump_lifetime_2026-01-11\", \"dievardump\", \"lifetime\", \"2026-01-11\", \"# dievardump\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Agent Logic & Plugins:** Addressed logic errors in action sampling and identified plugin system failures within the Eliza framework.\\n  - PRs: elizaos/eliza#799 (refactor: Improve actions samples random selection)\", \"2026-01-11 01:01:17\"]\n[\"edisontim_lifetime_2026-01-11\", \"edisontim\", \"lifetime\", \"2026-01-11\", \"# edisontim\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Integration & State Management:** Initiated work on integrating a new game agent and proposed database state retrieval improvements.\\n  - PRs: elizaos/eliza#414 (feat: First steps towards addition of Eternum game agent)\\n  - Issues: elizaos/eliza#471 (State should use a cosine similarity of messages in the DB)\", \"2026-01-11 01:01:23\"]\n[\"dorianjanezic_lifetime_2026-01-11\", \"dorianjanezic\", \"lifetime\", \"2026-01-11\", \"# dorianjanezic\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented new plugin capabilities for video generation and enhanced the Twitter client with action processing logic.\\n  - PRs: elizaos/eliza#394 (feat: video generation plugin), elizaos/eliza#1007 (feat: improve Twitter client with action processing)\\n\\n- **Core Infrastructure:** Addressed caching mechanisms for embeddings, involving a significant refactor of existing lines.\\n  - PRs: elizaos/eliza#262 (cachedEmbeddings fix)\", \"2026-01-11 01:01:24\"]\n[\"thejoven_lifetime_2026-01-11\", \"thejoven\", \"lifetime\", \"2026-01-11\", \"# thejoven\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project community resources and metrics visualization.\\n  - PRs: elizaos/eliza#353 (Add Community & contact and Star History)\", \"2026-01-11 01:01:29\"]\n[\"oguzserdar_lifetime_2026-01-11\", \"oguzserdar\", \"lifetime\", \"2026-01-11\", \"# oguzserdar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Focused on internationalization and setup guides within the `eliza` repository.\\n  - PRs: elizaos/eliza#376 (docs: add Turkish (TR) translation of README), elizaos/eliza#510 (docs: add template and client configuration guide)\\n- **Application Configuration:** Modified runtime parameters for interaction frequency.\\n  - PRs: elizaos/eliza#360 (update tweet interval to 90-180 mins)\", \"2026-01-11 01:01:31\"]\n[\"wjw12_lifetime_2026-01-11\", \"wjw12\", \"lifetime\", \"2026-01-11\", \"# wjw12\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Configuration & Documentation:** Modified default settings for the Heurist integration, updating both configuration logic and associated documentation.\\n  - PRs: elizaos/eliza#348 (change default configuration of Heurist)\", \"2026-01-11 01:01:33\"]\n[\"lukeyang_lifetime_2026-01-11\", \"lukeyang\", \"lifetime\", \"2026-01-11\", \"# lukeyang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Localization & Configuration:** Submitted changes to documentation and configuration files targeting Korean language adjustments.\\n  - PRs: elizaos/eliza#341 (Korean-fix-as-native)\", \"2026-01-11 01:01:38\"]\n[\"enitrat_lifetime_2026-01-11\", \"enitrat\", \"lifetime\", \"2026-01-11\", \"# enitrat\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented Starknet token transfer capabilities, introducing over 1,100 lines of code and configuration to enable the feature.\\n  - PRs: elizaos/eliza#373 (feat: starknet token transfer)\", \"2026-01-11 01:01:38\"]\n[\"vivoidos_lifetime_2026-01-11\", \"vivoidos\", \"lifetime\", \"2026-01-11\", \"# vivoidos\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Frontend Architecture:** Implemented core UI navigation and agent management features within the React application structure.\\n  - PRs: elizaos/eliza#536 (feat: add agent selection, router and sidebar layout in React)\\n- **Configuration & Types:** Extended client configuration for message filtering and formalized template types.\\n  - PRs: elizaos/eliza#336 (added clientConfig to optionally ignore bots and DMs), elizaos/eliza#479 (refactor: add template types)\", \"2026-01-11 01:01:45\"]\n[\"gabrielsants_lifetime_2026-01-11\", \"gabrielsants\", \"lifetime\", \"2026-01-11\", \"# gabrielsants\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Documentation & Internationalization:** Added Portuguese language support to the repository documentation.\\n  - PRs: elizaos/eliza#320 (docs: add a new Portuguese README version)\", \"2026-01-11 01:01:46\"]\n[\"DarinVerheijke_lifetime_2026-01-11\", \"DarinVerheijke\", \"lifetime\", \"2026-01-11\", \"# DarinVerheijke\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Submitted code changes related to image generation functionality, modifying 15 files with a net addition of 411 lines.\\n  - PRs: elizaos/eliza#316 (Image gen)\", \"2026-01-11 01:01:47\"]\n[\"zo-sol_lifetime_2026-01-11\", \"zo-sol\", \"lifetime\", \"2026-01-11\", \"# zo-sol\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 3 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **Plugin Development & Blockchain Integration:** Implemented features for the \\\"Code In Plugin\\\" to enable loading character data directly from the blockchain.\\n  - PRs: elizaos/eliza#2371 (feat: Code In Plugin, load characters from blockchain), elizaos/eliza#2357 (feat: Code In Plugin, load characters from blockchain for wit...), elizaos/eliza#2369 (Iq6900)\\n- **Localization:** Updated Korean language documentation.\\n  - PRs: elizaos/eliza#329 (README_KOR.md Korean version edited by a Korean)\", \"2026-01-11 01:01:50\"]\n[\"shyla-marie_lifetime_2026-01-11\", \"shyla-marie\", \"lifetime\", \"2026-01-11\", \"# shyla-marie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Maintenance:** Submitted open pull requests to `elizaos/eliza` involving configuration and documentation adjustments. Work includes significant file modifications and line reductions (-12,106 lines).\\n  - PRs: elizaos/eliza#315 (yall killed my agent thanks), elizaos/eliza#314 (update)\", \"2026-01-11 01:01:52\"]\n[\"BugByClaude_lifetime_2026-01-11\", \"BugByClaude\", \"lifetime\", \"2026-01-11\", \"# BugByClaude\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Added internationalization support to project documentation.\\n  - PRs: elizaos/eliza#312 (Add Korean and French README)\", \"2026-01-11 01:01:55\"]\n[\"alanneary17_lifetime_2026-01-11\", \"alanneary17\", \"lifetime\", \"2026-01-11\", \"# alanneary17\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Model Configuration:** Modified runtime parameters for Llama-based models.\\n  - PRs: elizaos/eliza#310 (Increased llama and llama based model temperatures)\", \"2026-01-11 01:01:56\"]\n[\"tebayoso_lifetime_2026-01-11\", \"tebayoso\", \"lifetime\", \"2026-01-11\", \"# tebayoso\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Configuration:** Proposed adjustments to package dependency classifications involving large configuration file updates.\\n  - PRs: elizaos/eliza#294 (Zod should be a devdependency of the anthropic and openai packages)\", \"2026-01-11 01:02:06\"]\n[\"eltociear_lifetime_2026-01-11\", \"eltociear\", \"lifetime\", \"2026-01-11\", \"# eltociear\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Established Japanese language support for project documentation.\\n  - PRs: elizaos/eliza#2515 (add docs/README_JA.md), elizaos/eliza#307 (add a new Japanese README)\\n- **Code Maintenance:** Updates to token creation logic and minor repository housekeeping.\\n  - PRs: elizaos/eliza#2493 (update createToken.ts), elizaos/eliza#71 (fix typo)\", \"2026-01-11 01:02:06\"]\n[\"ropresearch_lifetime_2026-01-11\", \"ropresearch\", \"lifetime\", \"2026-01-11\", \"# ropresearch\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Agent Clients & Features:** Refactored Telegram client architecture to improve bot information availability and implemented contextual handling for Twitter threads with spam reduction logic. Proposed new capability for agentic food ordering.\\n  - PRs: elizaos/eliza#308 (Telegram client refactor for bot info availability), elizaos/eliza#383 (feat: Contextual Twitter Threads + Spam Reduction), elizaos/eliza#1005 (FEAT: Proof of Pizza - Agentic Dominos Ordering)\\n\\n- **Cloud Infrastructure:** Submitted integration for AWS Secrets Manager to handle configuration secrets.\\n  - PRs: elizaos/eliza#1256 (feat: AWS Secrets Manager Integration)\", \"2026-01-11 01:02:09\"]\n[\"thearyanag_lifetime_2026-01-11\", \"thearyanag\", \"lifetime\", \"2026-01-11\", \"# thearyanag\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Solana Integration:** Focused on integrating and expanding the Solana Agent Kit functionality within the Eliza framework, including feature additions and plugin replacements.\\n  - PRs: elizaos/eliza#2458 (feat: Add features to the Solana Agent Kit), elizaos/eliza#1628 (feat: Replaces the current plugin with Solana Agent Kit), elizaos/eliza#3037 (feat: 1619 add solana agent kit)\\n- **Infrastructure & Configuration:** Implemented environment validation and corrected configuration data.\\n  - PRs: elizaos/eliza#299 (add node version check), elizaos/eliza#374 (fix: ca for btc was spam/fake)\", \"2026-01-11 01:02:09\"]\n[\"pindaroso_lifetime_2026-01-11\", \"pindaroso\", \"lifetime\", \"2026-01-11\", \"# pindaroso\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 44 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Configuration:** Implemented containerization logic to support local development workflows.\\n  - PRs: elizaos/eliza#293 (Dockerized application for local development, testing and deployment)\", \"2026-01-11 01:02:12\"]\n[\"ferric-sol_lifetime_2026-01-11\", \"ferric-sol\", \"lifetime\", \"2026-01-11\", \"# ferric-sol\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 17 hours\\n\\n## Contribution Domains\\n- **Runtime Stability & Database:** Addressed logic errors regarding embedding calculations and error handling for missing configurations.\\n  - PRs: elizaos/eliza#261 (Fix embedding calculation for sqlite), elizaos/eliza#281 (Don't blow up if the wallet is missing)\\n- **Documentation:** Updated local development guides.\\n  - PRs: elizaos/eliza#59 (Clarifying instructions to run locally)\", \"2026-01-11 01:02:22\"]\n[\"mrpspring_lifetime_2026-01-11\", \"mrpspring\", \"lifetime\", \"2026-01-11\", \"# mrpspring\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Documentation:** Reworked the documentation homepage structure.\\n  - PRs: elizaos/eliza#280 (docs homepage rework)\", \"2026-01-11 01:02:24\"]\n[\"oberlinstands_lifetime_2026-01-11\", \"oberlinstands\", \"lifetime\", \"2026-01-11\", \"# oberlinstands\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Test Infrastructure:** Modifications focused on test functionality.\\n  - Activity: 1 commit (+112/-1 lines) across 6 files. No Pull Requests or Issues linked to this activity.\", \"2026-01-11 01:02:28\"]\n[\"w1kke_lifetime_2026-01-11\", \"w1kke\", \"lifetime\", \"2026-01-11\", \"# w1kke\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Technical Discussion:**\\n  - Activity is limited to 1 issue comment and 1 pull request review comment. No code changes, authored pull requests, or specific repository details were provided in the dataset.\", \"2026-01-11 01:02:30\"]\n[\"yTheclivem_lifetime_2026-01-11\", \"yTheclivem\", \"lifetime\", \"2026-01-11\", \"# yTheclivem\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Proposed updates to project documentation files.\\n  - PRs: elizaos/eliza#267 (Update README.md)\", \"2026-01-11 01:02:40\"]\n[\"mshuffett_lifetime_2026-01-11\", \"mshuffett\", \"lifetime\", \"2026-01-11\", \"# mshuffett\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implementation of Twitter approval mechanisms. Work includes modifications to code, configuration, and tests, comprising over 1,000 lines of additions.\\n  - PRs: elizaos/eliza#279 (Feature/twitter approval)\", \"2026-01-11 01:02:43\"]\n[\"devin-ai-integration[bot]_lifetime_2026-01-11\", \"devin-ai-integration[bot]\", \"lifetime\", \"2026-01-11\", \"# devin-ai-integration[bot]\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Contributions:** Executed 82 commits modifying 220 files with a net change of +54,235/-37,510 lines.\\n- **Functional Focus:** Work distribution identified as feature work (38%), bugfix work (23%), and other tasks (23%).\\n  - *Note: Contributions were made via direct commits; no pull request metadata available.*\", \"2026-01-11 01:02:51\"]\n[\"theapesociety_lifetime_2026-01-11\", \"theapesociety\", \"lifetime\", \"2026-01-11\", \"# theapesociety\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Modified 7 files (+299/-49 lines) with a 100% focus on documentation updates.\\n  - PRs: No pull requests tracked for this activity.\", \"2026-01-11 01:02:53\"]\n[\"fabianhug_lifetime_2026-01-11\", \"fabianhug\", \"lifetime\", \"2026-01-11\", \"# fabianhug\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 5 total (2 approvals, 1 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **Documentation & Build Configuration:** Focused on styling fixes for documentation and updates to project build definitions within the `elizaos` organization.\\n  - PRs: elizaos/eliza#266 (fix: docs features darkmode color), elizaos/eliza#788 (refactor: update `package.json` and `turbo.json`)\", \"2026-01-11 01:02:55\"]\n[\"mitchellw_lifetime_2026-01-11\", \"mitchellw\", \"lifetime\", \"2026-01-11\", \"# mitchellw\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Submission:** Modifications committed directly to repositories without associated pull requests.\\n  - Activity: 1 commit modifying 11 files (+199/-11 lines) across various file types.\", \"2026-01-11 01:02:55\"]\n[\"Kevin-Mok_lifetime_2026-01-11\", \"Kevin-Mok\", \"lifetime\", \"2026-01-11\", \"# Kevin-Mok\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** documented bugs regarding model configuration and Discord integration responsiveness.\\n  - Issues: elizaos/eliza#1105 (Not respecting OpenAI model selection), elizaos/eliza#921 (Stuck querying when @'ing it in Discord)\", \"2026-01-11 01:03:04\"]\n[\"cipherkilledit_lifetime_2026-01-11\", \"cipherkilledit\", \"lifetime\", \"2026-01-11\", \"# cipherkilledit\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors and environment compatibility issues within the Eliza framework.\\n  - Issues: elizaos/eliza#1060 (Reported code2prompt functionality failure within WSL environment), elizaos/eliza#1059 (Identified invalid JSON parsing error related to \\\"Agent not found\\\" responses).\", \"2026-01-11 01:03:06\"]\n[\"v1xingyue_lifetime_2026-01-11\", \"v1xingyue\", \"lifetime\", \"2026-01-11\", \"# v1xingyue\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 18 merged, 3 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Sui Blockchain Integration:** Implemented wallet providers, token swapping, and private key management for the Sui ecosystem.\\n  - PRs: elizaos/eliza#1693 (plugin sui support), elizaos/eliza#3012 (aggregator swap sui tokens), elizaos/eliza#2879 (axios fetch and private key support).\\n- **Agent Core & Networking:** Enhanced agent connectivity through custom fetch logic, proxy configurations, and middleware registration.\\n  - PRs: elizaos/eliza#1010 (custom fetch logic), elizaos/eliza#3648 (agent server options with middleware), elizaos/eliza#3751 (proxy via env variables), elizaos/eliza#3741 (replace fetch with axios in CLI).\\n- **DevOps & Infrastructure:** Configured CI/CD pipelines and container environments.\\n  - PRs: elizaos/eliza#758 (Gitpod setup), elizaos/eliza#889 (GitHub image CICD), elizaos/eliza#3158 (pnpm version update in Docker).\\n- **Feature Enhancements:** Added capabilities for character loading and logging.\\n  - PRs: elizaos/eliza#2281 (load character from URL), elizaos/eliza#249 (verbose config with logger).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently replaces native fetch implementations with Axios (elizaos/eliza#2879, elizaos/eliza#3741). Implements middleware patterns to extend agent server functionality.\\n- **Review patterns:** Minimal participation in code review; activity is almost exclusively focused on authorship.\\n- **Collaboration patterns:** Works exclusively within the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in November 2024, focusing on logging configuration and Gitpod environment setup.\\n- **Growth phases:** Expanded scope in late 2024 to include significant networking logic (custom fetch) and character loading features.\\n- **Shifts:** Pivoted to blockchain integration (Sui) and core server architecture (middleware/proxies) in early 2025.\\n- **Current:** Recent activity (March 2025) concentrates on stabilizing server options, memory management (OOM fixes), and proxy settings.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza (1% - LOW).\\n- **Work Structure:** 0% of merged PRs link to tracked issues (LOW), suggesting work is defined externally or ad-hoc.\\n- **Review Dependencies:** High reliance on @odilitime, who reviewed 12 of the 18 merged PRs (HIGH).\", \"2026-01-11 01:03:07\"]\n[\"oxSaturn_lifetime_2026-01-11\", \"oxSaturn\", \"lifetime\", \"2026-01-11\", \"# oxSaturn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 16 merged, 4 open/closed\\n- **Pull Requests Reviewed:** 11 total (1 approvals, 0 change requests, 10 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **AI Model Configuration:** Implemented and updated configuration support for multiple AI providers including Groq, Google, Grok, OpenAI, and Anthropic.\\n  - PRs: elizaos/eliza#910 (allow users to configure models for groq), elizaos/eliza#1310 (support google model), elizaos/eliza#1091 (allow users to configure models for grok), elizaos/eliza#999 (allow users to configure models for openai and anthropic).\\n- **Platform Logic & Constraints:** Adjusted logic for tweet length handling and action processing settings.\\n  - PRs: elizaos/eliza#1520 (handle long tweet in utils), elizaos/eliza#1323 (use MAX_TWEET_LENGTH from setting), elizaos/eliza#1268 (fix ENABLE_ACTION_PROCESSING logic), elizaos/eliza#960 (use MAX_TWEET_LENGTH from setting).\\n- **Infrastructure & Defaults:** Updates to build tools, environment defaults, and documentation.\\n  - PRs: elizaos/eliza#1307 (update turbo to fix \\\"cannot find package\\\" error), elizaos/eliza#1308 (set default value for cache store), elizaos/eliza#850 (Update Node version in local-development.md).\\n\\n## Contribution Patterns\\n- **Code patterns:** Focuses on exposing configuration options for external services (model providers) and handling boundary conditions (tweet lengths).\\n- **Review patterns:** Engages primarily through comments (10) rather than formal approvals (1) or change requests.\\n- **Collaboration patterns:** Works exclusively within the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024.\\n- **Current:** Activity is concentrated entirely within December 2024, addressing model integrations and platform constraints simultaneously.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs close tracked issues (LOW)\\n- **Review Dependencies:** Reviews concentrated on @monilpat (13 reviews) and @odilitime (6 reviews) (HIGH)\", \"2026-01-11 01:03:12\"]\n[\"lessuselesss_lifetime_2026-01-11\", \"lessuselesss\", \"lifetime\", \"2026-01-11\", \"# lessuselesss\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Focused on project guidelines and translation.\\n  - PRs: elizaos/eliza#1053 (Update docs (CONTRIBUTING.md)), elizaos/eliza#1023 (docs: Add Hebrew README Translation)\\n- **Infrastructure:** Work on build environment configuration.\\n  - PRs: elizaos/eliza#1157 (feat: add nix flake support)\", \"2026-01-11 01:03:13\"]\n[\"bussyjd_lifetime_2026-01-11\", \"bussyjd\", \"lifetime\", \"2026-01-11\", \"# bussyjd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implemented support for the Venice.ai provider within the Eliza framework.\\n  - PRs: elizaos/eliza#1018 (Feat: add Venice.ai provider), elizaos/eliza#1017 (feat: add venice provider)\\n- **Infrastructure & Deployment:** Proposed enhancements for container management and Kubernetes deployment strategies.\\n  - Issues: elizaos/eliza#2098 (Enable Agents to manage Docker Containers), elizaos/eliza#2096 (Eliza Helm Chart to deploy on Kubernetes)\", \"2026-01-11 01:03:17\"]\n[\"salparadi_lifetime_2026-01-11\", \"salparadi\", \"lifetime\", \"2026-01-11\", \"# salparadi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Application Stability:** Documented authentication session persistence behavior.\\n  - Issues: elizaos/eliza#939 (Twitter/X Cache Login not staying logged in)\", \"2026-01-11 01:03:21\"]\n[\"tdergouzi_lifetime_2026-01-11\", \"tdergouzi\", \"lifetime\", \"2026-01-11\", \"# tdergouzi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Model Configuration:** Opened inquiry regarding specific model class settings for Anthropic integration.\\n  - Issues: elizaos/eliza#988 (How to set the model class for Anthropic?)\", \"2026-01-11 01:03:21\"]\n[\"Endytech_lifetime_2026-01-11\", \"Endytech\", \"lifetime\", \"2026-01-11\", \"# Endytech\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Submitted requests regarding media handling capabilities for social media integrations.\\n  - Issues: elizaos/eliza#969 (Need to add media file upload for posting tweets with image f...), elizaos/eliza#970 (Need to add media file upload for posting tweets with image f...)\", \"2026-01-11 01:03:26\"]\n[\"AgustinRamiroDiaz_lifetime_2026-01-11\", \"AgustinRamiroDiaz\", \"lifetime\", \"2026-01-11\", \"# AgustinRamiroDiaz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 612 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented the GenLayer plugin, introducing over 3,000 lines of code and configuration changes across 62 files.\\n  - PRs: elizaos/eliza#975 (Feat/genlayer plugin)\", \"2026-01-11 01:03:27\"]\n[\"owenwahlgren_lifetime_2026-01-11\", \"owenwahlgren\", \"lifetime\", \"2026-01-11\", \"# owenwahlgren\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Client Maintenance:** Addressed functionality issues within the Twitter search client implementation, specifically targeting broken search capabilities.\\n  - PRs: elizaos/eliza#951 (TwitterSearchClient fix)\", \"2026-01-11 01:03:30\"]\n[\"0xaguspunk_lifetime_2026-01-11\", \"0xaguspunk\", \"lifetime\", \"2026-01-11\", \"# 0xaguspunk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 6 total (1 approvals, 0 change requests, 5 comments)\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 87 hours\\n\\n## Contribution Domains\\n- **GOAT Plugin Integration:** Implemented the initial GOAT plugin and expanded functionality to support tool calling and environment variable configuration.\\n  - PRs: elizaos/eliza#736 (feat: add goat plugin), elizaos/eliza#1403 (feat: improve GOAT integration by allowing tool calling), elizaos/eliza#898 (chore: pass env variables when setting up GOAT)\\n\\n- **Documentation:** Corrected setup instructions in project documentation.\\n  - PRs: elizaos/eliza#665 (fix: add missing commands to quickstart)\", \"2026-01-11 01:03:34\"]\n[\"netdragonx_lifetime_2026-01-11\", \"netdragonx\", \"lifetime\", \"2026-01-11\", \"# netdragonx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 36 hours\\n\\n## Contribution Domains\\n- **Feature Expansion:** Development of communication capabilities within the Eliza framework.\\n  - PRs: elizaos/eliza#2771 (Added mail plugin supporting IMAP & SMTP protocols).\\n- **Runtime Stability:** Bug fixes targeting application startup reliability.\\n  - PRs: elizaos/eliza#1202 (Implemented optional chaining on search logic to prevent startup errors).\", \"2026-01-11 01:03:38\"]\n[\"samuveth_lifetime_2026-01-11\", \"samuveth\", \"lifetime\", \"2026-01-11\", \"# samuveth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Developer Experience:** Implemented dynamic configuration for development workflows and opened issues regarding hot-reloading and test execution.\\n  - PRs: elizaos/eliza#931 (add dynamic watch paths for agent development)\\n- **Infrastructure & Security:** Integrated Trusted Execution Environment (TEE) capabilities into the plugin environment.\\n  - PRs: elizaos/eliza#1571 (add TEE support for plugin-env)\", \"2026-01-11 01:03:39\"]\n[\"ntourne_lifetime_2026-01-11\", \"ntourne\", \"lifetime\", \"2026-01-11\", \"# ntourne\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported build system errors during project initialization.\\n  - Issues: elizaos/eliza#925 (Reported `ERR_PNPM_RECURSIVE_RUN_FIRST_FAIL` startup error)\", \"2026-01-11 01:03:40\"]\n[\"kennytan41_lifetime_2026-01-11\", \"kennytan41\", \"lifetime\", \"2026-01-11\", \"# kennytan41\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Troubleshooting:** Initiated discussion regarding environment configuration and dependency errors.\\n  - Issues: elizaos/eliza#982 (Inquiry regarding dependency errors despite installation)\", \"2026-01-11 01:03:45\"]\n[\"CodingTux_lifetime_2026-01-11\", \"CodingTux\", \"lifetime\", \"2026-01-11\", \"# CodingTux\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Core Formatting:** Modified message completion footer formatting within the core logic.\\n  - PRs: elizaos/eliza#742 (fix (core): message completion footer format)\", \"2026-01-11 01:03:51\"]\n[\"arslanaybars_lifetime_2026-01-11\", \"arslanaybars\", \"lifetime\", \"2026-01-11\", \"# arslanaybars\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 211 hours\\n\\n## Contribution Domains\\n- **Authentication Reliability:** Implemented retry mechanisms and cookie validation logic to stabilize the X/Twitter login process.\\n  - PRs: elizaos/eliza#856 (feat: improve X/Twitter login with cookie validation and retry logic)\", \"2026-01-11 01:03:51\"]\n[\"anthhub_lifetime_2026-01-11\", \"anthhub\", \"lifetime\", \"2026-01-11\", \"# anthhub\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Application Support:** Opened inquiry regarding authentication mechanisms.\\n  - Issues: elizaos/eliza#841 (How to deal with Twitter login issues)\", \"2026-01-11 01:03:53\"]\n[\"ileana-pr_lifetime_2026-01-11\", \"ileana-pr\", \"lifetime\", \"2026-01-11\", \"# ileana-pr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 7 merged, 1 open\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 132 hours\\n\\n## Contribution Domains\\n- **Documentation:** Authored setup guides for Windows Subsystem for Linux (WSL) and standardized README files for plugins.\\n  - PRs: elizaos/eliza#1601 (README.md files for plugins), elizaos/eliza#983 (WSL Setup Guide), elizaos/eliza#1191 (fixed CONTRIBUTING.md file)\\n- **Feature Development:** Integrated a news plugin, contributing significant line volume to the repository.\\n  - PRs: elizaos/eliza#1248 (news-plugin)\\n- **Bug Fixes:** Addressed issues related to OpenAI embeddings and Twitter authentication.\\n  - PRs: elizaos/eliza#3003 (OpenAI embedding issue), elizaos/eliza#2271 (twitter email authentication failure)\", \"2026-01-11 01:03:54\"]\n[\"619_lifetime_2026-01-11\", \"619\", \"lifetime\", \"2026-01-11\", \"# 619\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Identified discrepancies between project documentation and actual file structure or command execution.\\n  - Issues: elizaos/eliza#817 (reported command execution error regarding character flags), elizaos/eliza#816 (flagged missing source file referenced in README).\", \"2026-01-11 01:03:55\"]\n[\"asianviking_lifetime_2026-01-11\", \"asianviking\", \"lifetime\", \"2026-01-11\", \"# asianviking\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Documentation:** Added Thai language localization for project documentation.\\n  - PRs: elizaos/eliza#918 (feat: create README_TH.md)\\n- **Configuration:** Implemented development scripts for plugin integration.\\n  - PRs: elizaos/eliza#956 (feat: add dev script to plugin-aptos)\", \"2026-01-11 01:04:04\"]\n[\"toddokuhawado_lifetime_2026-01-11\", \"toddokuhawado\", \"lifetime\", \"2026-01-11\", \"# toddokuhawado\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Stability & Defect Reporting:** Focused exclusively on identifying functional regressions and configuration issues within the `elizaos/eliza` repository.\\n  - Issues: elizaos/eliza#791 (Reported failure of characters to utilize ExamplePost or ExampleMessage data), elizaos/eliza#726 (Identified bug causing agents to send duplicate responses to prompts), elizaos/eliza#673 (Documented immediate crash/breakage in the Twitter Client integration upon initialization).\", \"2026-01-11 01:04:07\"]\n[\"obsrvgmi_lifetime_2026-01-11\", \"obsrvgmi\", \"lifetime\", \"2026-01-11\", \"# obsrvgmi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Proposed integration of specific blockchain protocols into the framework.\\n  - Issues: elizaos/eliza#790 (Feature Request: Add Aptos and Move Support to the Eliza Framework)\", \"2026-01-11 01:04:07\"]\n[\"ccerrato147_lifetime_2026-01-11\", \"ccerrato147\", \"lifetime\", \"2026-01-11\", \"# ccerrato147\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified functional limitations regarding client execution in multi-agent environments.\\n  - Issues: elizaos/eliza#656 (Twitter client only works for one agent when running multiple...)\", \"2026-01-11 01:04:10\"]\n[\"Hdpbilly_lifetime_2026-01-11\", \"Hdpbilly\", \"lifetime\", \"2026-01-11\", \"# Hdpbilly\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Architecture:** Proposed extensive modifications to runtime parameter routing, involving changes to over 250 files.\\n  - PRs: elizaos/eliza#1199 (feat: added 12 new routes for runtime parameters)\", \"2026-01-11 01:04:12\"]\n[\"BalanaguYashwanth_lifetime_2026-01-11\", \"BalanaguYashwanth\", \"lifetime\", \"2026-01-11\", \"# BalanaguYashwanth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 36 hours\\n\\n## Contribution Domains\\n- **Dependency Management & Configuration:** Focused on resolving dependencies and updating client typing configurations, involving large-scale line count adjustments primarily within configuration files.\\n  - PRs: elizaos/eliza#1036 (chore: improving client typing), elizaos/eliza#3397 (Resolve dependencies of main branch)\", \"2026-01-11 01:04:18\"]\n[\"Howard0x3f_lifetime_2026-01-11\", \"Howard0x3f\", \"lifetime\", \"2026-01-11\", \"# Howard0x3f\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Reported module resolution and type declaration errors during setup.\\n  - Issues: elizaos/eliza#601 (Cannot find module '@ai16z/eliza' or its corresponding type declarations)\", \"2026-01-11 01:04:22\"]\n[\"awidearray_lifetime_2026-01-11\", \"awidearray\", \"lifetime\", \"2026-01-11\", \"# awidearray\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 96 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented WhatsApp integration and applied fixes to charity-related logic.\\n  - PRs: elizaos/eliza#626 (feat : whatsapp), elizaos/eliza#852 (Fix/charity)\\n- **Project Maintenance:** Added contributor license documentation to the repository.\\n  - PRs: elizaos/eliza#502 (chore: add contributor license)\", \"2026-01-11 01:04:25\"]\n[\"Wilbert957_lifetime_2026-01-11\", \"Wilbert957\", \"lifetime\", \"2026-01-11\", \"# Wilbert957\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 143 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented external protocol integrations and asset generation tools.\\n  - PRs: elizaos/eliza#416 (feat: Add 0G plugin for file storage), elizaos/eliza#2283 (feat: add ntf-starter and nft-generator)\", \"2026-01-11 01:04:28\"]\n[\"YoungPhlo_lifetime_2026-01-11\", \"YoungPhlo\", \"lifetime\", \"2026-01-11\", \"# YoungPhlo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 18 merged, 1 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Documentation & Community Records:** Maintained chronological records for community events, including \\\"What Did You Get Done This Week\\\" series, \\\"AI Agent Dev School\\\", and weekly contributor meetings.\\n  - PRs: elizaos/eliza#895 (WDYGDTW #4 summaries), elizaos/eliza#877 (AI Agent Dev School summaries), elizaos/eliza#1399 (WDYGDTW #6 notes), elizaos/eliza#2426 (Contributor meeting notes), elizaos/eliza#3769 (Feb 2025 meeting notes).\\n- **Feature Development:** Work in progress regarding media handling capabilities.\\n  - PRs: elizaos/eliza#629 (Image generation support for tweets).\\n\\n## Contribution Patterns\\n- **Documentation Cadence:** Updates documentation immediately following community events, establishing a consistent weekly contribution rhythm.\\n- **Large Asset Management:** Specific PRs (e.g., elizaos/eliza#3103, elizaos/eliza#3204) involve massive line count changes (+100k lines), indicating the inclusion of generated files or large logs alongside text summaries.\\n- **Review Interaction:** Participation in code review is limited to commenting without casting formal approval votes.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution occurred in November 2024 with community stream notes (elizaos/eliza#580).\\n- **Consistency:** Maintained a steady focus on documentation throughout the 4-month active span, covering sequential events (WDYGDTW #4 through #12).\\n- **Current:** Activity remains active as of March 2025, continuing the transcription and upload of weekly contributor meeting notes.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 1% (LOW).\\n- **Work Structure:** 0% of merged PRs link to issues, indicating work is likely self-initiated or coordinated outside of GitHub issues (MEDIUM).\\n- **Review Dependencies:** Primary approvals come from @odilitime and @monilpat (HIGH).\", \"2026-01-11 01:04:32\"]\n[\"AgentTankOS_lifetime_2026-01-11\", \"AgentTankOS\", \"lifetime\", \"2026-01-11\", \"# AgentTankOS\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors occurring during agent startup sequences.\\n  - Issues: elizaos/eliza#387 (Error when starting Eliza agent: \\\"fs.Stats constructor is de...\\\")\", \"2026-01-11 01:04:34\"]\n[\"DanielHighETH_lifetime_2026-01-11\", \"DanielHighETH\", \"lifetime\", \"2026-01-11\", \"# DanielHighETH\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Framework Logic:** Work focuses on the Twitter interaction client and internal scoring logic, specifically addressing response handling and boredom metrics.\\n  - PRs: elizaos/eliza#384 (feat: TwitterInteractionClient response handling and boredom ...)\\n  - Issues: elizaos/eliza#408 (Update totalMessages Logic in Boredom Scoring)\", \"2026-01-11 01:04:35\"]\n[\"rubinovitz_lifetime_2026-01-11\", \"rubinovitz\", \"lifetime\", \"2026-01-11\", \"# rubinovitz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to technical documentation regarding embedding functions and database schemas.\\n  - PRs: elizaos/eliza#2821 (docs: update embedding function), elizaos/eliza#2811 (docs: update Postgres schema docs)\\n- **Client Stability:** Error handling adjustments for the Farcaster client execution loop.\\n  - PRs: elizaos/eliza#2830 (fix: still run Farcaster client loop if error)\", \"2026-01-11 01:04:39\"]\n[\"dr-fusion_lifetime_2026-01-11\", \"dr-fusion\", \"lifetime\", \"2026-01-11\", \"# dr-fusion\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **LlamaLocal Configuration:** Adjusted path handling logic to support LlamaLocal configurations residing outside the default plugin distribution directory.\\n  - PRs: elizaos/eliza#649 (added support for LlamaLocal's path outside plugin-node/dist)\", \"2026-01-11 01:04:41\"]\n[\"cgallic_lifetime_2026-01-11\", \"cgallic\", \"lifetime\", \"2026-01-11\", \"# cgallic\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented environment setup errors regarding package management.\\n  - Issues: elizaos/eliza#237 (On PNPM Install this happens)\", \"2026-01-11 01:04:43\"]\n[\"lo-zed_lifetime_2026-01-11\", \"lo-zed\", \"lifetime\", \"2026-01-11\", \"# lo-zed\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Documented dependency installation failures on Ubuntu systems.\\n  - Issues: elizaos/eliza#215 (pnpm install fails on Ubuntu)\", \"2026-01-11 01:04:45\"]\n[\"Honkware_lifetime_2026-01-11\", \"Honkware\", \"lifetime\", \"2026-01-11\", \"# Honkware\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Addressed command syntax for external dependencies.\\n  - PRs: elizaos/eliza#57 (corrected node-llama-cpp command)\", \"2026-01-11 01:04:49\"]\n[\"5c0_lifetime_2026-01-11\", \"5c0\", \"lifetime\", \"2026-01-11\", \"# 5c0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Executed major version upgrades for core dependencies, resulting in widespread file updates across documentation and configuration files.\\n  - PRs: elizaos/eliza#143 (chore(deps): Upgrade uuid to v11 and TypeScript to v8)\\n- **Component Refactoring:** Initiated refactoring work on UI component properties.\\n  - PRs: elizaos/eliza#6063 (Refactor/icon button prop)\", \"2026-01-11 01:04:50\"]\n[\"ryanleecode_lifetime_2026-01-11\", \"ryanleecode\", \"lifetime\", \"2026-01-11\", \"# ryanleecode\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 5 total (0 approvals, 0 change requests, 5 comments)\\n- **Issues:** 8 opened, 8 closed\\n- **Avg Time to Merge:** 99 hours\\n\\n## Contribution Domains\\n- **Database Adapters:** Corrected schema validation logic and configuration application for the Postgres adapter.\\n  - PRs: elizaos/eliza#1377 (removed nonsensical schema check), elizaos/eliza#1379 (fixed application of adapter settings), elizaos/eliza#1345 (adjusted adapter schema)\\n- **Monorepo Configuration:** Updated build tooling to support custom type conditions and enforced formatting standards.\\n  - PRs: elizaos/eliza#1365 (implemented custom conditions for live monorepo types), elizaos/eliza#1412 (formatted package.json files with prettier), elizaos/eliza#1414 (configured scoped PR titles)\", \"2026-01-11 01:04:56\"]\n[\"Wubnar_lifetime_2026-01-11\", \"Wubnar\", \"lifetime\", \"2026-01-11\", \"# Wubnar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime connectivity errors within the `elizaos/eliza` repository, specifically regarding HTTP proxy failures.\\n  - Issues: elizaos/eliza#1321 (http proxy error: /agents Error: connect E...), elizaos/eliza#1322 (http proxy error /agents)\", \"2026-01-11 01:04:58\"]\n[\"cxp-13_lifetime_2026-01-11\", \"cxp-13\", \"lifetime\", \"2026-01-11\", \"# cxp-13\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 13 opened, 13 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment & Installation Troubleshooting:** Reported setup hurdles involving WSL2, package managers, and hardware detection within the Eliza framework.\\n  - Issues: elizaos/eliza#1326 (WSL2 agent display), elizaos/eliza#1302 (Install script failure), elizaos/eliza#1994 (CUDA detection)\\n- **Runtime & Network Stability:** Documented connection timeouts, proxy errors, and runtime constructor errors.\\n  - Issues: elizaos/eliza#1332 (ETIMEDOUT connection), elizaos/eliza#2056 (anchor.BN constructor error), elizaos/eliza#1940 (Discord disallowed intents)\\n- **Plugin & Model Configuration:** Identified issues with plugin installation and local model execution.\\n  - Issues: elizaos/eliza#4342 (Plugin installation failure), elizaos/eliza#4339 (Local model functionality)\", \"2026-01-11 01:04:59\"]\n[\"wozhendeai_lifetime_2026-01-11\", \"wozhendeai\", \"lifetime\", \"2026-01-11\", \"# wozhendeai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Package Distribution:** Requested publication of agent artifacts to the npm registry.\\n  - Issues: elizaos/eliza#1281 (Add @eliza/agent to npm registry)\", \"2026-01-11 01:05:02\"]\n[\"kamalbuilds_lifetime_2026-01-11\", \"kamalbuilds\", \"lifetime\", \"2026-01-11\", \"# kamalbuilds\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 1 closed\\n- **Avg Time to Merge:** 51 hours\\n\\n## Contribution Domains\\n- **API & Protocol Integration:** Modifications to external API dependency requirements and implementation of DeFi protocol interactions.\\n  - PRs: elizaos/eliza#1895 (feat: make the birdeye api req optional), elizaos/eliza#3425 ([Feature] Add Navi Protocol for supply , borrow , repay and f...)\\n\\n- **Issue Reporting:** Identification of client-side UI responsiveness bugs and deployment feature requests.\\n  - Issues: elizaos/eliza#1334 (The UI doesn't respond to my messages on the client side), elizaos/eliza#5244 (Deploy Eliza agents)\", \"2026-01-11 01:05:09\"]\n[\"qizhou_lifetime_2026-01-11\", \"qizhou\", \"lifetime\", \"2026-01-11\", \"# qizhou\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Reported installation failures related to package manager configurations.\\n  - Issues: elizaos/eliza#1167 (Unable to run `pnpm install --no-frozen-lockfile` on v0.1.6-a...)\", \"2026-01-11 01:05:09\"]\n[\"julienbrs_lifetime_2026-01-11\", \"julienbrs\", \"lifetime\", \"2026-01-11\", \"# julienbrs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates regarding platform automation requirements.\\n  - PRs: elizaos/eliza#1254 (added Twitter automation label notice to documentation).\\n- **Exchange Integration:** Development of decentralized exchange functionality.\\n  - PRs: elizaos/eliza#3641 (Open - implementing Paradex DEX plugin).\", \"2026-01-11 01:05:09\"]\n[\"whgreate_lifetime_2026-01-11\", \"whgreate\", \"lifetime\", \"2026-01-11\", \"# whgreate\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Proposed integration of external financial API capabilities for fetching user data.\\n  - PRs: elizaos/eliza#1122 (feat: add plugin for vly.money API to fetch twitter user crypto data)\\n\\n- **Runtime Configuration:** Reported execution command syntax issues regarding character loading.\\n  - Issues: elizaos/eliza#1161 (pnpm start --character=\\\"characters/trump.character.json\\\")\", \"2026-01-11 01:05:12\"]\n[\"snobbee_lifetime_2026-01-11\", \"snobbee\", \"lifetime\", \"2026-01-11\", \"# snobbee\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 10 merged, 2 open/closed\\n- **Pull Requests Reviewed:** 24 total (4 approvals, 3 change requests, 17 comments)\\n- **Issues:** 6 opened, 6 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n- **Deployment & TEE Integration:** Implemented Trusted Execution Environment (TEE) support and Oasis ROFL application deployment configurations.\\n  - PRs: elizaos/eliza#4334 (deploy Eliza to TEE with Oasis ROFL app), elizaos/eliza#5277 (fix build issues and add deployment config files), elizaos/eliza#5232 (refactor polygon conflicts).\\n- **CI/CD & Infrastructure:** Enhanced testing pipelines, enabled coverage reporting, and adjusted container configurations.\\n  - PRs: elizaos/eliza#1019 (enable test coverage in CI), elizaos/eliza#490 (add linter and enable vitest), elizaos/eliza#880 (re-enable Codecov upload), elizaos/eliza#5289 (skip post-install hook in Docker).\\n- **Documentation & Standards:** Established initial documentation standards.\\n  - PRs: elizaos/eliza#463 (create best-practices.md documentation).\\n\\n## Contribution Patterns\\n- **Code patterns:** Commits large-scale configuration and refactoring changes, particularly regarding TEE/ROFL integrations (e.g., +52k lines in elizaos/eliza#4334). Pairs infrastructure updates with CI configuration adjustments.\\n- **Review patterns:** Engages in code review with a higher ratio of comments to approvals/rejections (17 comments vs 4 approvals).\\n- **Collaboration patterns:** Focuses exclusively on the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in November 2024, focusing on documentation (elizaos/eliza#463) and initial CI setup.\\n- **Growth phases:** Expanded scope from basic linting/testing configuration to complex deployment architectures (TEE/Oasis) by mid-2025.\\n- **Current:** Recent activity (June 2025) concentrates on resolving build conflicts and finalizing deployment configurations for ROFL/Polygon integrations.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs link to tracked issues, suggesting ad-hoc execution or external task tracking (MEDIUM).\\n- **Review Dependencies:** Primary reviewer is @monilpat (9 reviews), indicating a specific review bottleneck (HIGH).\", \"2026-01-11 01:05:17\"]\n[\"vincentskele_lifetime_2026-01-11\", \"vincentskele\", \"lifetime\", \"2026-01-11\", \"# vincentskele\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified functional conflicts and configuration constraints within the `elizaos/eliza` repository, specifically regarding voice integration and API dependencies.\\n  - Issues: elizaos/eliza#1145 (Discord agents VC conflict), elizaos/eliza#1349 (SQLite vector mismatch during TTS), elizaos/eliza#1341 (Solana wallet input API dependency)\", \"2026-01-11 01:05:18\"]\n[\"tcotten-scrypted_lifetime_2026-01-11\", \"tcotten-scrypted\", \"lifetime\", \"2026-01-11\", \"# tcotten-scrypted\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported errors related to missing version files during setup.\\n  - Issues: elizaos/eliza#1151 (REQUIRED_NODE_VERSION: No such file)\", \"2026-01-11 01:05:21\"]\n[\"SouSingh_lifetime_2026-01-11\", \"SouSingh\", \"lifetime\", \"2026-01-11\", \"# SouSingh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Logged an issue related to scraper login functionality.\\n  - Issues: elizaos/eliza#1066 (Scrapper login)\", \"2026-01-11 01:05:24\"]\n[\"xwxtwd_lifetime_2026-01-11\", \"xwxtwd\", \"lifetime\", \"2026-01-11\", \"# xwxtwd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 1 open\\n- **Pull Requests Reviewed:** 10 total (0 approvals, 0 change requests, 10 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 45 hours\\n\\n## Contribution Domains\\n- **NFT & Blockchain Integration:** Implemented NFT generation plugins for Solana and EVM chains, and added AlienX chain support to the EVM plugin.\\n  - elizaos/eliza#1011 (feat: Add plugin-nft-generation: create Solana NFT collections.)\\n  - elizaos/eliza#1763 (feat: plugin-nft-generation support evm chain)\\n  - elizaos/eliza#1438 (feat: (plugin-evm) add alienx chain)\\n\\n- **Infrastructure & Configuration:** Added functionality for AWS S3 file uploads and addressed configuration parsing issues in character files.\\n  - elizaos/eliza#941 (feat: Supports upload files to AWS S3.)\\n  - elizaos/eliza#784 (fix: When the plugins field in the .character.json file is co...)\", \"2026-01-11 01:05:26\"]\n[\"MuhovTheDev_lifetime_2026-01-11\", \"MuhovTheDev\", \"lifetime\", \"2026-01-11\", \"# MuhovTheDev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported package manager installation failures within the Eliza framework.\\n  - Issues: elizaos/eliza#720 (pnpm install error - ELIFECYCLE Exit code 1)\", \"2026-01-11 01:05:32\"]\n[\"0xFlicker_lifetime_2026-01-11\", \"0xFlicker\", \"lifetime\", \"2026-01-11\", \"# 0xFlicker\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Runtime & Services:** Addressed service connectivity, dependency configuration, and plugin integration within the core runtime.\\n  - PRs: elizaos/eliza#535 (pass runtime to video service), elizaos/eliza#561 (bump echogarden to fix case sensitive issue), elizaos/eliza#523 (Add services from plugins)\\n- **Database:** Corrected syntax for database operations.\\n  - PRs: elizaos/eliza#560 (fix: sql command)\", \"2026-01-11 01:05:33\"]\n[\"wraitii_lifetime_2026-01-11\", \"wraitii\", \"lifetime\", \"2026-01-11\", \"# wraitii\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Twitter Client Integration:** Updated data type handling for tweet identifiers to support BigInt precision within the Twitter client module.\\n  - PRs: elizaos/eliza#552 (fix: Use BigInt for tweet IDs in client-twitter)\", \"2026-01-11 01:05:35\"]\n[\"M4cs_lifetime_2026-01-11\", \"M4cs\", \"lifetime\", \"2026-01-11\", \"# M4cs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Client Integrations:** Implemented a Warpcast client and modified plugin configurations within the Eliza framework.\\n  - PRs: elizaos/eliza#534 (feat: Add Warpcast client, remove bad coinbase plugin integra...)\", \"2026-01-11 01:05:37\"]\n[\"jhfnetboy_lifetime_2026-01-11\", \"jhfnetboy\", \"lifetime\", \"2026-01-11\", \"# jhfnetboy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted initial documentation files.\\n  - PRs: elizaos/eliza#511 (inital Alice)\", \"2026-01-11 01:05:42\"]\n[\"iguigui_lifetime_2026-01-11\", \"iguigui\", \"lifetime\", \"2026-01-11\", \"# iguigui\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Integration:** Addressed logic regarding bot self-replies in Twitter interactions.\\n  - PRs: elizaos/eliza#500 (twitter interactions - fix replying to itself and not reply t...)\", \"2026-01-11 01:05:43\"]\n[\"tomguluson92_lifetime_2026-01-11\", \"tomguluson92\", \"lifetime\", \"2026-01-11\", \"# tomguluson92\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 17 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **AI Capabilities & Integrations:** Implemented multi-modal features including Text-to-Speech (TTS) and Text-to-3D, alongside API enhancements.\\n  - PRs: elizaos/eliza#2110 (TTS with 15+ languages), elizaos/eliza#2562 (added 3 languages to TTS), elizaos/eliza#1446 (Text to 3D function), elizaos/eliza#1246 (Tavily API upgrade with input constraints).\\n- **System Reliability & Fixes:** Addressed client stability and circuit breaker logic.\\n  - PRs: elizaos/eliza#1425 (client-github retry logic), elizaos/eliza#1226 (CircuitBreaker.ts fix), elizaos/eliza#787 (environment variable spelling fix).\\n- **Documentation:** Updated technical documentation and localization.\\n  - PRs: elizaos/eliza#2517 (added technical report/paper), elizaos/eliza#1196 (CN README updates), elizaos/eliza#1574 (technical report overview).\\n\\n## Contribution Patterns\\n- **Code patterns:** Commits large-scale feature additions involving significant line count changes (e.g., TTS assets/libraries) alongside targeted logic fixes.\\n- **Collaboration patterns:** Works exclusively within the `elizaos/eliza` repository; does not participate in code review for other contributors.\\n- **Workflow:** Submits PRs without linking to tracked issues (0% linkage rate).\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in November 2024 focused on formatting and minor fixes (elizaos/eliza#550).\\n- **Growth phases:** Expanded scope in December 2024 to include external API integrations (Tavily) and core client logic (GitHub retry).\\n- **Current:** Activity in January 2025 centers on multi-modal capabilities (TTS, 3D) and formalizing project documentation (technical reports).\\n\\n## Organizational Signals\\n- **Repo Ownership:** 0% (LOW) - Contributes to `elizaos/eliza` but does not hold dominant ownership of the codebase.\\n- **Work Structure:** 0% issue linkage (LOW) - Work appears ad-hoc rather than driven by the issue tracker.\\n- **Review Dependencies:** Primary reviewers are @monilpat and @odilitime (HIGH) - Merge approval relies on a small set of maintainers.\", \"2026-01-11 01:05:43\"]\n[\"massivefermion_lifetime_2026-01-11\", \"massivefermion\", \"lifetime\", \"2026-01-11\", \"# massivefermion\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Build Configuration:** Adjusted external package definitions in build tooling configuration.\\n  - PRs: elizaos/eliza#488 (added missing packages to tsup configs' externals)\", \"2026-01-11 01:05:49\"]\n[\"VarKrishin_lifetime_2026-01-11\", \"VarKrishin\", \"lifetime\", \"2026-01-11\", \"# VarKrishin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Database & Runtime Logic:** Implemented features for dynamic character loading and improved error handling for database constraints.\\n  - PRs: elizaos/eliza#495 (fix: Gracefully Handle Add Participants Unique Constraint Error), elizaos/eliza#551 (feat: loading characters from db at load and runtime)\", \"2026-01-11 01:05:50\"]\n[\"Preetham-Varksrishin_lifetime_2026-01-11\", \"Preetham-Varksrishin\", \"lifetime\", \"2026-01-11\", \"# Preetham-Varksrishin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Integration:** Implemented Twitter API and OAuth2 client functionality, modifying configuration and source code across 35 files.\\n  - PRs: elizaos/eliza#483 (Twitter API/oauth2 client)\", \"2026-01-11 01:05:52\"]\n[\"haeunchin_lifetime_2026-01-11\", \"haeunchin\", \"lifetime\", \"2026-01-11\", \"# haeunchin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **Documentation:** Added configuration examples for Twitter integration in setup guides.\\n  - PRs: elizaos/eliza#476 (feat: Added TWITTER_COOKIE example on quickstart.md)\", \"2026-01-11 01:05:59\"]\n[\"drew-royster_lifetime_2026-01-11\", \"drew-royster\", \"lifetime\", \"2026-01-11\", \"# drew-royster\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Logging:** Modified logging implementation within the Ollama generation workflow.\\n  - PRs: elizaos/eliza#474 (ollama generate case was using console.debug)\", \"2026-01-11 01:06:00\"]\n[\"navingate_lifetime_2026-01-11\", \"navingate\", \"lifetime\", \"2026-01-11\", \"# navingate\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Contributions:** Recorded 4 commits modifying 57 files (+3988/-663 lines) across various file types without associated pull requests.\\n- **Issue Engagement:** Posted 1 comment on existing issues.\", \"2026-01-11 01:06:01\"]\n[\"astroendhra_lifetime_2026-01-11\", \"astroendhra\", \"lifetime\", \"2026-01-11\", \"# astroendhra\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Commit Activity:** Modifications tracked via direct commits rather than Pull Requests.\\n  - Recorded 4 commits modifying 16 files (+1764/-461 lines). No specific repository or functional domain metadata is available for these changes.\", \"2026-01-11 01:06:01\"]\n[\"tarrencev_lifetime_2026-01-11\", \"tarrencev\", \"lifetime\", \"2026-01-11\", \"# tarrencev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Database & Embeddings:** Modifications to Postgres schema and embedding logic within the Eliza framework.\\n  - PRs: elizaos/eliza#472 (Improve knowledge embeddings), elizaos/eliza#425 (fix postgres embedding issues), elizaos/eliza#424 (Update adapters.md psql schema)\\n- **Client Integrations:** Implementation of a GitHub client interface.\\n  - PRs: elizaos/eliza#456 (init github client)\", \"2026-01-11 01:06:04\"]\n[\"coffeeorgreentea_lifetime_2026-01-11\", \"coffeeorgreentea\", \"lifetime\", \"2026-01-11\", \"# coffeeorgreentea\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Developer Tooling:** Introduced application scaffolding utility involving configuration, documentation, and core code logic.\\n  - PRs: elizaos/eliza#462 (feat: create-eliza-app)\", \"2026-01-11 01:06:13\"]\n[\"RedBeardEth_lifetime_2026-01-11\", \"RedBeardEth\", \"lifetime\", \"2026-01-11\", \"# RedBeardEth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Starknet Integration:** Implemented feature logic for \\\"unruggable\\\" functionality within the Eliza framework.\\n  - PRs: elizaos/eliza#418 (feat: unruggable on starknet)\", \"2026-01-11 01:06:14\"]\n[\"null-hax_lifetime_2026-01-11\", \"null-hax\", \"lifetime\", \"2026-01-11\", \"# null-hax\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation & Onboarding:** Updates to project homepage instructions.\\n  - PRs: elizaos/eliza#459 (Add npm install instructions to homepage header)\", \"2026-01-11 01:06:14\"]\n[\"fabrizioff_lifetime_2026-01-11\", \"fabrizioff\", \"lifetime\", \"2026-01-11\", \"# fabrizioff\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation:** Implemented Italian language support for project documentation.\\n  - PRs: elizaos/eliza#411 (Add italian README.md translation)\", \"2026-01-11 01:06:15\"]\n[\"martincik_lifetime_2026-01-11\", \"martincik\", \"lifetime\", \"2026-01-11\", \"# martincik\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Runtime & Configuration:** Modified runtime initialization to register memory managers and adjusted default bot audio states. Added database extensions for string matching operations.\\n  - PRs: elizaos/eliza#437 (fix default deafened state), elizaos/eliza#396 (register memory managers), elizaos/eliza#460 (add fuzzystrmatch extension)\\n- **Build & Maintenance:** Resolved linter errors and updated package configuration to include post-install scripts in the final distribution.\\n  - PRs: elizaos/eliza#397 (fix linter issues), elizaos/eliza#843 (include postinstall.js in NPM package)\", \"2026-01-11 01:06:16\"]\n[\"whalelephant_lifetime_2026-01-11\", \"whalelephant\", \"lifetime\", \"2026-01-11\", \"# whalelephant\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to configuration documentation to include specific API key details.\\n  - PRs: elizaos/eliza#409 (docs: add GROK_API_KEY)\", \"2026-01-11 01:06:23\"]\n[\"boyaloxer_lifetime_2026-01-11\", \"boyaloxer\", \"lifetime\", \"2026-01-11\", \"# boyaloxer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Text Processing & Response Logic:** Addressed tweet formatting mechanics and response duplication bugs.\\n  - PRs: elizaos/eliza#388 (Fix tweet truncation issue by truncating at complete sentences), elizaos/eliza#3386 (Double Response Fix - Open)\\n- **Plugin Development:** Initiated work on sentiment analysis integration.\\n  - PRs: elizaos/eliza#867 (plugin-feel - Open)\", \"2026-01-11 01:06:26\"]\n[\"thuong9494_lifetime_2026-01-11\", \"thuong9494\", \"lifetime\", \"2026-01-11\", \"# thuong9494\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Development:** Submitted code changes involving a net reduction in line count (+619/-1011 lines) within the Eliza framework.\\n  - PRs: elizaos/eliza#385 (boredom updated)\", \"2026-01-11 01:06:27\"]\n[\"elibenjii_lifetime_2026-01-11\", \"elibenjii\", \"lifetime\", \"2026-01-11\", \"# elibenjii\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Proposed new plugin functionality for the Eliza platform.\\n  - PRs: elizaos/eliza#395 (feat: Linea Plugin)\", \"2026-01-11 01:06:27\"]\n[\"xclicx_lifetime_2026-01-11\", \"xclicx\", \"lifetime\", \"2026-01-11\", \"# xclicx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 26 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to French language project documentation.\\n  - PRs: elizaos/eliza#377 (docs: Update README_FR.md)\", \"2026-01-11 01:06:34\"]\n[\"0xbrw_lifetime_2026-01-11\", \"0xbrw\", \"lifetime\", \"2026-01-11\", \"# 0xbrw\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Proposed an Aptos Plugin implementation.\\n  - PRs: elizaos/eliza#359 (feat: Aptos Plugin)\", \"2026-01-11 01:06:38\"]\n[\"ShahSujal_lifetime_2026-01-11\", \"ShahSujal\", \"lifetime\", \"2026-01-11\", \"# ShahSujal\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Transaction Context Logic:** Addressed context parameter generation for bridge and swap actions within the Eliza framework.\\n  - PRs: elizaos/eliza#1524 (fix: bridge and swap actions context params generation)\", \"2026-01-11 01:06:39\"]\n[\"SkrillCTO_lifetime_2026-01-11\", \"SkrillCTO\", \"lifetime\", \"2026-01-11\", \"# SkrillCTO\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Executed 1 commit focused on bugfix work, modifying 1 file (+37/-42 lines).\\n  - PRs: No Pull Requests or Issues tracked in the provided dataset.\", \"2026-01-11 01:06:47\"]\n[\"mladcepes_lifetime_2026-01-11\", \"mladcepes\", \"lifetime\", \"2026-01-11\", \"# mladcepes\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n- **Direct Commits:** 12 commits (303 files modified, +36,909/-27,539 lines)\\n\\n## Contribution Domains\\nActivity consists entirely of direct commits or untracked code changes; no pull requests were associated with this work.\\n- **Test Engineering:** 33% of recorded activity focused on testing infrastructure or coverage.\\n- **Documentation:** 17% of recorded activity involved documentation updates.\\n- **General Development:** 33% of activity categorized as other work.\\n- **Volume:** Substantial codebase modification involving 303 files and over 64,000 lines of code touched, despite the absence of tracked PRs.\", \"2026-01-11 01:06:49\"]\n[\"peperuney_lifetime_2026-01-11\", \"peperuney\", \"lifetime\", \"2026-01-11\", \"# peperuney\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Offered a completed integration for Vertex AI.\\n  - Issues: elizaos/eliza#1495 (hi i finished the vertex ai integration do you guys need this? )\", \"2026-01-11 01:06:52\"]\n[\"timolegros_lifetime_2026-01-11\", \"timolegros\", \"lifetime\", \"2026-01-11\", \"# timolegros\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Build Infrastructure & Maintenance:** Focused on resolving environment stability issues related to cache corruption and Docker builds.\\n  - PRs: elizaos/eliza#1508 (Clear `/cache/` in `clean.sh` script)\", \"2026-01-11 01:06:54\"]\n[\"nulLeeKH_lifetime_2026-01-11\", \"nulLeeKH\", \"lifetime\", \"2026-01-11\", \"# nulLeeKH\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 8 total (1 approvals, 0 change requests, 7 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **Client Integrations:** Addressed functionality within specific platform clients.\\n  - PRs: elizaos/eliza#1433 (fixed Twitter client search functionality), elizaos/eliza#1458 (open: implemented parse_mode selection for Telegram client).\\n- **Project Standards & Governance:** Contributed documentation and tooling proposals.\\n  - PRs: elizaos/eliza#1487 (added CODE_OF_CONDUCT.md).\\n  - Issues: elizaos/eliza#1459 (proposed setup for lint/prettier and husky).\", \"2026-01-11 01:07:04\"]\n[\"harveyjavier_lifetime_2026-01-11\", \"harveyjavier\", \"lifetime\", \"2026-01-11\", \"# harveyjavier\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Implemented Tagalog language translation for the project README.\\n  - PRs: elizaos/eliza#1420 (docs: Add Tagalog README Translation)\", \"2026-01-11 01:07:05\"]\n[\"Dhaiwat10_lifetime_2026-01-11\", \"Dhaiwat10\", \"lifetime\", \"2026-01-11\", \"# Dhaiwat10\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented the Fuel plugin for the Eliza framework, adding configuration and core logic across 38 files.\\n  - PRs: elizaos/eliza#1512 (add fuel plugin), elizaos/eliza#1511 (add fuel plugin)\", \"2026-01-11 01:07:06\"]\n[\"jasonqindev_lifetime_2026-01-11\", \"jasonqindev\", \"lifetime\", \"2026-01-11\", \"# jasonqindev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Tweet Scheduling Logic:** Focused on resolving concurrency and logic errors causing duplicate tweet generation and logging.\\n  - PRs: elizaos/eliza#1402 (fix: duplicate tweet log), elizaos/eliza#1401 (Fix/duplicate next tweet log), elizaos/eliza#1396 (Fix: Duplicate tweet scheduling loops in start method)\", \"2026-01-11 01:07:09\"]\n[\"proteanx_lifetime_2026-01-11\", \"proteanx\", \"lifetime\", \"2026-01-11\", \"# proteanx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 10 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (1 approvals, 0 change requests, 3 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Venice.ai Integration:** Implemented full support for Venice.ai including API model provider, image generation, style presets, and safety configuration.\\n  - PRs: elizaos/eliza#1008 (add api model provider), elizaos/eliza#1057 (add image generation), elizaos/eliza#1410 (add style presets & watermark options), elizaos/eliza#2354 (add safe_mode & cfg_scale).\\n- **Plugin Development:** Added cryptocurrency price tracking functionality supporting multiple data sources.\\n  - PRs: elizaos/eliza#1808 (add CoinMarketCap, CoinGecko & CoinCap plugin).\\n- **Configuration & Maintenance:** Refactored environment variable handling and fixed configuration parsing logic.\\n  - PRs: elizaos/eliza#2001 (remove legacy variables XAI_MODEL/API_KEY), elizaos/eliza#1371 (fix imageSettings parsing), elizaos/eliza#2052 (format .env.example).\\n\\n## Contribution Patterns\\n- **Code patterns:** Systematically builds out third-party integrations (Venice.ai) starting with core API connectivity before adding specific features (image gen, styles).\\n- **Maintenance:** Pairs feature additions with cleanup of legacy configuration variables (e.g., removing XAI_MODEL while updating env examples).\\n- **Workflow:** Identifies bugs via issues (elizaos/eliza#1370) and authors fixes (elizaos/eliza#1371) to resolve them.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024, focusing initially on the Venice.ai model provider integration.\\n- **Growth phases:** Scope expanded from text generation models to image generation capabilities and external plugin development (Coin price tracker) in late December.\\n- **Current:** January 2025 activity concentrated on refining image generation parameters (safe mode) and removing deprecated environment variables.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs formally link issues, though manual correlation exists between issue #1370 and PR #1371 (MEDIUM).\\n- **Review Dependencies:** Primary reviewers include @wtfsayo and @monilpat, indicating a concentrated review circle (HIGH).\", \"2026-01-11 01:07:13\"]\n[\"caldvdsf_lifetime_2026-01-11\", \"caldvdsf\", \"lifetime\", \"2026-01-11\", \"# caldvdsf\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified a functional bug regarding duplicate posting behavior in the Twitter integration.\\n  - Issues: elizaos/eliza#1284 (On load posts twice to Twitter)\", \"2026-01-11 01:07:14\"]\n[\"UD1sto_lifetime_2026-01-11\", \"UD1sto\", \"lifetime\", \"2026-01-11\", \"# UD1sto\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 4 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 1 change requests, 1 comments)\\n- **Issues:** 4 opened, 4 closed\\n- **Avg Time to Merge:** 111 hours\\n\\n## Contribution Domains\\n- **Provider Integrations:** Focused on implementing Livepeer capabilities for LLM and image generation within the Eliza framework.\\n  - PRs: elizaos/eliza#2154 (Integrate Livepeer LLM provider), elizaos/eliza#1276 (feat: add livepeer image provider), elizaos/eliza#4380 (feat: add livepeer inference plugin package)\\n- **Infrastructure & Configuration:** Addressed Docker container configuration for GPU recognition and API key fallback logic.\\n  - PRs: elizaos/eliza#1272 (fix: fix imageModelProvider apiKey selection fallback), elizaos/eliza#4325 (fix: gpu recognition on docker containers), elizaos/eliza#4330 (Docker improvements)\", \"2026-01-11 01:07:25\"]\n[\"samarth30_lifetime_2026-01-11\", \"samarth30\", \"lifetime\", \"2026-01-11\", \"# samarth30\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 10 merged, 8 open\\n- **Pull Requests Reviewed:** 12 total (5 approvals, 6 change requests, 0 comments)\\n- **Issues:** 11 opened, 10 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **Agent Capabilities & Plugins:** Implemented integrations for blockchain and project management agents, alongside metadata structures.\\n  - PRs: elizaos/eliza#1464 (Adding plugin for Cronos ZKEVM), elizaos/eliza#4471 (Feat/jimmy pm agent), elizaos/eliza#4284 (created world provider with basic world metadata), elizaos/eliza#3097 (fixed build error in plugin-email-automation).\\n- **CLI & Developer Experience:** Enhanced command-line interfaces for agent creation and updated project documentation.\\n  - PRs: elizaos/eliza#4826 (added ai model prompts while creating a new agent via CLI), elizaos/eliza#4379 (updated quick start and intro cli commands), elizaos/eliza#4387 (added .env.example in project-starter).\\n- **System Stability:** Addressed error handling for resource constraints and minor text corrections.\\n  - PRs: elizaos/eliza#4389 (error handling for no space left in disk to users), elizaos/eliza#4707 (updated text from eliza -> elizaos).\\n\\n## Contribution Patterns\\n- **Code patterns:** Submits large-scale feature additions involving significant line counts (e.g., +46k lines for Cronos, +287k lines for Jimmy PM agent), suggesting inclusion of generated code or external libraries.\\n- **Review patterns:** Issues change requests slightly more often than approvals (6 vs 5) during code reviews.\\n- **Collaboration patterns:** Works exclusively within the `elizaos` ecosystem, often pairing feature work with corresponding configuration updates.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024, focusing on the Cronos ZKEVM plugin integration.\\n- **Growth phases:** Scope expanded in early 2025 to include core agent metadata (World provider) and CLI enhancements for agent generation.\\n- **Current:** Recent activity (June 2025) concentrates on plugin migration tools and RAG system improvements, evidenced by open PRs elizaos/eliza#4950 and elizaos/eliza#4550.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs close tracked issues (LOW)\\n- **Review Dependencies:** Relies heavily on automated reviewers (@copilot-pull-request-reviewer, @coderabbitai) and @ChristopherTrimboli (HIGH)\", \"2026-01-11 01:07:26\"]\n[\"deadlock91_lifetime_2026-01-11\", \"deadlock91\", \"lifetime\", \"2026-01-11\", \"# deadlock91\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified potential logic error regarding variable substitution in LLM templates.\\n  - Issues: elizaos/eliza#1267 (\\\"{{user}} tags in templates/examples empty when passed to LLM\\\")\", \"2026-01-11 01:07:27\"]\n[\"Minco-Yuga_lifetime_2026-01-11\", \"Minco-Yuga\", \"lifetime\", \"2026-01-11\", \"# Minco-Yuga\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Configuration & Chain Support:** Updated configuration to enable all EVM chains by default across 18 files.\\n  - PRs: elizaos/eliza#1981 (chore: Enable all EVM chains by default)\\n- **Issue Reporting:** Documented errors regarding unsupported model providers on the develop branch.\\n  - Issues: elizaos/eliza#1255 (unsupported model provider: claude_vertex on develop branch)\", \"2026-01-11 01:07:29\"]\n[\"blockfer-rp_lifetime_2026-01-11\", \"blockfer-rp\", \"lifetime\", \"2026-01-11\", \"# blockfer-rp\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified a specific failure in template handling when defined as a string within the Eliza framework.\\n  - Issues: elizaos/eliza#1235 (twitterShouldRespondTemplate Fails When Defined as a String)\", \"2026-01-11 01:07:34\"]\n[\"didintern_lifetime_2026-01-11\", \"didintern\", \"lifetime\", \"2026-01-11\", \"# didintern\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Task Management:** Created a tracking issue regarding Twitter login subtasks.\\n  - Issues: elizaos/eliza#1431 (DenyLoginSubtask - TWITTER)\", \"2026-01-11 01:07:39\"]\n[\"ChristopherTrimboli_lifetime_2026-01-11\", \"ChristopherTrimboli\", \"lifetime\", \"2026-01-11\", \"# ChristopherTrimboli\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 155 merged, 24 open/closed\\n- **Pull Requests Reviewed:** 234 total (193 approvals, 18 change requests, 17 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Core Architecture & Refactoring:** Executed major structural changes including strict type enforcement, monorepo reorganization, and removal of legacy plugin code.\\n  - PRs: elizaos/eliza#4504 (strict types, generate DTS), elizaos/eliza#5150 (v1.0.10 release/refactor), elizaos/eliza#5224 (clean core), elizaos/eliza#5807 (bun build, remove tsup), elizaos/eliza#5828 (browser compat core), elizaos/eliza#4669 (remove plugin twitter), elizaos/eliza#4668 (remove discord plugin), elizaos/eliza#4733 (cleanup package.json monorepo).\\n\\n- **CLI & Developer Tooling:** Developed and refined the CLI utility, including login flows, deployment commands, and environment management.\\n  - PRs: elizaos/eliza#6100 (elizaos login CLI command), elizaos/eliza#4712 (deploy CLI action), elizaos/eliza#5326 (clack env prompts, major refactor), elizaos/eliza#4937 (force bun in cli), elizaos/eliza#5126 (strict cli types), elizaos/eliza#5881 (dev cli fix, file watching), elizaos/eliza#6208 (Add ElizaOS Cloud as Default AI Provider).\\n\\n- **Database & ORM:** Integrated Drizzle ORM and managed database initialization logic for Postgres and SQLite.\\n  - PRs: elizaos/eliza#4500 (Use real drizzle ORM), elizaos/eliza#4825 (Improves PGLite setup), elizaos/eliza#4529 (Enforce Typescript on plugin-sql), elizaos/eliza#5628 (fix JSON strings in sql base), elizaos/eliza#5013 (cleanup DB in E2E tests), elizaos/eliza#6210 (fix drizzle-kit across ecosystem).\\n\\n- **Release Engineering & CI/CD:** Implemented automated release workflows, NPM publishing, and container deployment actions.\\n  - PRs: elizaos/eliza#4804 (v1 release, unbeta CLI), elizaos/eliza#5877 (Unifies release workflow for NPM), elizaos/eliza#5863 (Adds alpha NPM release workflow), elizaos/eliza#4631 (Docs auto deployer), elizaos/eliza#5015 (Parallelize CI actions), elizaos/eliza#6012 (new package publishing on NPM).\\n\\n- **Client & API Development:** Built frontend features (chat UI, HMR) and backend API endpoints (Sessions).\\n  - PRs: elizaos/eliza#5704 (sessions API), elizaos/eliza#5799 (Sessions API ++), elizaos/eliza#4989 (HMR client dev), elizaos/eliza#4778 (thinking UX in client chat), elizaos/eliza#4465 (fix client scroll bars), elizaos/eliza#5717 (sessions api client).\\n\\n## Contribution Patterns\\n- **Code:** Frequently performs massive deletions of legacy code (e.g., removing entire plugins) while simultaneously introducing stricter type safety.\\n- **Code:** Standardizes environment variable handling across the monorepo, moving from ad-hoc parsing to centralized configuration (e.g., `.env` loading, `clack` prompts).\\n- **Code:** Shifts build tooling dependencies, specifically migrating runtime and build processes to Bun and removing Tsup.\\n- **Review:** Maintains a high volume of code reviews (234) with a high approval rate (82%), often approving changes related to the core refactors they initiated.\\n- **Collaboration:** Works horizontally across the entire stack (CLI, Core, Client, Database) rather than isolating to a single component.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024 with fixes to Twitter login and environment variable management.\\n- **Growth phases:** Early 2025 involved substantial cleanup, removing heavy plugins (Discord, Twitter) and enforcing strict TypeScript.\\n- **Shifts:** Mid-2025 marked a pivot toward developer tooling, with heavy activity on the CLI (`elizaos login`, `deploy`) and NPM release automation.\\n- **Current:** Recent activity (late 2025) concentrates on the \\\"Sessions API,\\\" browser compatibility for the core runtime, and cloud deployment integrations.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 4% (LOW) - While the volume is high, the repository is large; however, the breadth of architectural changes (CLI, ORM, Build System) indicates systemic influence.\\n- **Work Structure:** 0% Issue Linkage (LOW) - Work appears to be self-directed or coordinated outside of GitHub Issues, as no merged PRs link to tracked issues.\\n- **Review Dependencies:** (HIGH) - Primary reviewers listed are automated agents (@cursor, @copilot-pull-request-reviewer), suggesting a reliance on automated checks or a lack of consistent human peer review on complex architectural changes.\", \"2026-01-11 01:07:40\"]\n[\"agyn-ub_lifetime_2026-01-11\", \"agyn-ub\", \"lifetime\", \"2026-01-11\", \"# agyn-ub\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented environment setup errors.\\n  - Issues: elizaos/eliza#1234 (pnpm install shows errors)\", \"2026-01-11 01:07:41\"]\n[\"digitalsimboja_lifetime_2026-01-11\", \"digitalsimboja\", \"lifetime\", \"2026-01-11\", \"# digitalsimboja\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime & Agent Configuration:** Focused on runtime exception handling and agent instantiation logic within the Eliza framework. Work involves substantial line count modifications (+24,480/-19,374), primarily in configuration files.\\n  - PRs: elizaos/eliza#6007 (Fix(runtime): Ensure agent creation handles missing agent gra...), elizaos/eliza#2655 (Agent)\", \"2026-01-11 01:07:43\"]\n[\"0xJord4n_lifetime_2026-01-11\", \"0xJord4n\", \"lifetime\", \"2026-01-11\", \"# 0xJord4n\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Updates to repository documentation, specifically synchronizing README translations across multiple files.\\n  - PRs: elizaos/eliza#1432 (chore: Keeps README translations synchronized)\", \"2026-01-11 01:07:45\"]\n[\"vanshika-srivastava_lifetime_2026-01-11\", \"vanshika-srivastava\", \"lifetime\", \"2026-01-11\", \"# vanshika-srivastava\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Build Configuration:** Updates to project build scripts and package management.\\n  - PRs: elizaos/eliza#1527 (Fix: Update package.json with build-docker command to match target environment).\", \"2026-01-11 01:07:51\"]\n[\"konstantine25b_lifetime_2026-01-11\", \"konstantine25b\", \"lifetime\", \"2026-01-11\", \"# konstantine25b\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Project Development:** Current activity focuses on the `elizaos/eliza` repository. Work includes a substantial open pull request modifying 48 files with a mix of source code (72%), tests (11%), and configuration (11%).\\n  - PRs: elizaos/eliza#3157 (Impr 1)\", \"2026-01-11 01:07:52\"]\n[\"Ninoambaraa_lifetime_2026-01-11\", \"Ninoambaraa\", \"lifetime\", \"2026-01-11\", \"# Ninoambaraa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Deployment Infrastructure:** Identified errors during Docker-based deployment processes.\\n  - Issues: elizaos/eliza#1168 (Error when trying deploy using dockerfile)\", \"2026-01-11 01:07:52\"]\n[\"0x3N3jVhPUV_lifetime_2026-01-11\", \"0x3N3jVhPUV\", \"lifetime\", \"2026-01-11\", \"# 0x3N3jVhPUV\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Documented limitations regarding Twitter integration settings.\\n  - Issues: elizaos/eliza#883 (Twitter premium subscription and MAX_TWEET_LENGTH configuration)\", \"2026-01-11 01:07:56\"]\n[\"grallc_lifetime_2026-01-11\", \"grallc\", \"lifetime\", \"2026-01-11\", \"# grallc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated project documentation to resolve discrepancies regarding Twitter cookie formats.\\n  - PRs: elizaos/eliza#559 (Improved Twitter Documentation)\", \"2026-01-11 01:08:01\"]\n[\"FWangZil_lifetime_2026-01-11\", \"FWangZil\", \"lifetime\", \"2026-01-11\", \"# FWangZil\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 3 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 157 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Maintenance:** Corrected parameter parsing logic within the EVM plugin to resolve transfer execution failures.\\n  - PRs: elizaos/eliza#965 (fix: Fix Parameter Parsing in plugin-evm TransferAction and Resolve Transfer Issues)\\n- **Solana Ecosystem Features:** Introduced liquid staking capabilities to the Solana plugin.\\n  - PRs: elizaos/eliza#1435 (feat: Add Solana liquid staking support), elizaos/eliza#1461 (feat: Add Solana liquid staking support)\\n- **Core Model Configuration:** Refactored model class instantiation to utilize dynamic parameters instead of hardcoded values.\\n  - PRs: elizaos/eliza#1440 (fix: replace hardcoded model class with dynamic parameter)\", \"2026-01-11 01:08:03\"]\n[\"Hamzah-syed_lifetime_2026-01-11\", \"Hamzah-syed\", \"lifetime\", \"2026-01-11\", \"# Hamzah-syed\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted updates to repository README files to adjust descriptions regarding model support.\\n  - PRs: elizaos/eliza#919 (streamline model support description in README)\", \"2026-01-11 01:08:04\"]\n[\"cygaar_lifetime_2026-01-11\", \"cygaar\", \"lifetime\", \"2026-01-11\", \"# cygaar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 30 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 18 total (5 approvals, 1 change requests, 11 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Tooling:** Managed release workflows, dependency pinning, and large-scale linting configurations.\\n  - PRs: elizaos/eliza#672 (eslint configuration overhaul), elizaos/eliza#832 (pin dependencies and update web3.js), elizaos/eliza#805 (update npm publication workflow), elizaos/eliza#846 (release workflow automation).\\n- **Plugin Development:** Implemented and expanded the Abstract plugin and maintained the Twitter client.\\n  - PRs: elizaos/eliza#2207 (add AGW support to Abstract plugin), elizaos/eliza#1225 (add abstract plugin), elizaos/eliza#903 (fix twitter actions triggers), elizaos/eliza#1217 (improve twitter post generation prompt).\\n- **Core Runtime & Database:** Refactored database connection handling and embedding search logic.\\n  - PRs: elizaos/eliza#635 (refactor db connection handling), elizaos/eliza#660 (fix embedding search for non-openai models), elizaos/eliza#682 (fix getEmbeddingZeroVector calls).\\n\\n## Contribution Patterns\\n- **Code patterns:** Executes large-scale configuration changes (linting/dependencies) alongside targeted feature implementation.\\n- **Review patterns:** Review volume is approximately 60% of authoring volume; provides more comments than direct approvals.\\n- **Collaboration patterns:** Focuses exclusively on the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in November 2024, focusing on core runtime fixes and linting.\\n- **Growth phases:** Shifted focus in December to infrastructure stability (release workflows, version bumping).\\n- **Current:** Recent activity in January 2025 concentrates on feature expansion for the Abstract plugin (AGW support).\\n\\n## Organizational Signals\\n- **Repo Ownership:** 1% of `elizaos/eliza` (LOW).\\n- **Work Structure:** 0% of merged PRs link to GitHub issues (LOW), suggesting work is tracked externally or ad-hoc.\\n- **Review Dependencies:** Primary review support comes from @shakkernerd (8 reviews) and @odilitime (5 reviews) (HIGH).\", \"2026-01-11 01:08:09\"]\n[\"krittawitk053_lifetime_2026-01-11\", \"krittawitk053\", \"lifetime\", \"2026-01-11\", \"# krittawitk053\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Executed bugfix work via direct commit mechanisms rather than Pull Requests.\\n  - Metrics: 1 commit modifying 1 file (+22/-22 lines).\", \"2026-01-11 01:08:18\"]\n[\"L-jasmine_lifetime_2026-01-11\", \"L-jasmine\", \"lifetime\", \"2026-01-11\", \"# L-jasmine\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Gaianet Backend Integration:** Implemented the decentralized GenAI backend integration, managed configuration updates, and resolved database dimension initialization issues.\\n  - PRs: elizaos/eliza#762 (Add decentralized GenAI backend), elizaos/eliza#915 (update gaianet config), elizaos/eliza#1572 (fix: init 768 dimension in database for gaianet)\\n- **API Configuration:** Added functionality to support setting API keys for the Gaianet integration.\\n  - PRs: elizaos/eliza#3591 (feat: gaianet support set api key), elizaos/eliza#3590 (support setting GAIANET API KEY)\", \"2026-01-11 01:08:18\"]\n[\"sayangel_lifetime_2026-01-11\", \"sayangel\", \"lifetime\", \"2026-01-11\", \"# sayangel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 151 hours\\n\\n## Contribution Domains\\n- **Farcaster Client Integration:** Implemented the Farcaster client using Neynar and refined response logic.\\n  - PRs: elizaos/eliza#570 (feat: working farcaster client with neynar), elizaos/eliza#914 (fix: Farcater client cleanup and fixed response logic)\", \"2026-01-11 01:08:19\"]\n[\"primemeridiem_lifetime_2026-01-11\", \"primemeridiem\", \"lifetime\", \"2026-01-11\", \"# primemeridiem\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:**\\n  - Recorded 1 commit involving 1 file modification (+13/-13 lines) identified as bugfix work. No associated Pull Requests were tracked.\", \"2026-01-11 01:08:19\"]\n[\"onur-saf_lifetime_2026-01-11\", \"onur-saf\", \"lifetime\", \"2026-01-11\", \"# onur-saf\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Implemented environment variable support for controlling tweet length constraints within the application.\\n  - PRs: elizaos/eliza#912 (feat: MAX_TWEET_LENGTH env implementation)\", \"2026-01-11 01:08:20\"]\n[\"golryang_lifetime_2026-01-11\", \"golryang\", \"lifetime\", \"2026-01-11\", \"# golryang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 29 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Standardized labeling for community interface elements within the documentation.\\n  - PRs: elizaos/eliza#899 (chore: Consistent language for Community & Contact link label)\", \"2026-01-11 01:08:29\"]\n[\"peersky_lifetime_2026-01-11\", \"peersky\", \"lifetime\", \"2026-01-11\", \"# peersky\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **AI Model Configuration:** Implemented environment variable support and configuration structures for AI character settings within the Eliza framework.\\n  - PRs: elizaos/eliza#1455 (feat: Add ModelConfiguration to Character to enable adjusting settings), elizaos/eliza#875 (Add google model env vars)\", \"2026-01-11 01:08:32\"]\n[\"Bradymck_lifetime_2026-01-11\", \"Bradymck\", \"lifetime\", \"2026-01-11\", \"# Bradymck\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Setup:** Opened a preliminary test pull request in the elizaos organization.\\n  - PRs: elizaos/eliza#869 (Test commit)\", \"2026-01-11 01:08:33\"]\n[\"btspoony_lifetime_2026-01-11\", \"btspoony\", \"lifetime\", \"2026-01-11\", \"# btspoony\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 8 merged, 2 open\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 44 hours\\n\\n## Contribution Domains\\n- **Core Architecture & Dependency Injection:** Implemented and refined a Dependency Injection system to manage service dependencies within the core framework.\\n  - PRs: elizaos/eliza#2115 (Introduce Dependency Injection), elizaos/eliza#2855 (Add DI support for services), elizaos/eliza#3052 (Fix plugin-di corrections)\\n- **Plugin Ecosystem & Integrations:** Added support for the Flow Blockchain and integrated new model providers including Ali Bailian (Qwen) and Volengine.\\n  - PRs: elizaos/eliza#874 (Add Flow Blockchain plugin), elizaos/eliza#747 (Add Ali Bailian and Volengine providers), elizaos/eliza#929 (Flow update generate object)\\n- **Core Logic & Resolution:** Addressed endpoint resolution logic for OpenAI-like providers and added post-processing hooks for character loading.\\n  - PRs: elizaos/eliza#3281 (Improve OpenAI-like provider endpoint resolution), elizaos/eliza#3686 (Add post-processing support for character loading)\", \"2026-01-11 01:08:35\"]\n[\"tharak123455_lifetime_2026-01-11\", \"tharak123455\", \"lifetime\", \"2026-01-11\", \"# tharak123455\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 98 hours\\n\\n## Contribution Domains\\n- **Twitter Client Integration:** Submitted enhancements to the Twitter client functionality within the Eliza framework, involving substantial code modifications across 166 files.\\n  - PRs: elizaos/eliza#913 (feat: twitter client enhancements), elizaos/eliza#896 (Twitter client enhancements), elizaos/eliza#894 (Twitter client enhancements)\", \"2026-01-11 01:08:35\"]\n[\"juntao_lifetime_2026-01-11\", \"juntao\", \"lifetime\", \"2026-01-11\", \"# juntao\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Configuration Maintenance:** Removed redundant environment variable definitions to clean up example configuration files.\\n  - PRs: elizaos/eliza#863 (Remove duplicated coinbase CDP options in .env.example)\", \"2026-01-11 01:08:42\"]\n[\"fede2442_lifetime_2026-01-11\", \"fede2442\", \"lifetime\", \"2026-01-11\", \"# fede2442\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project setup guides to address common configuration issues.\\n  - PRs: elizaos/eliza#861 (Updated quickstart.md to contemplate common issue)\", \"2026-01-11 01:08:44\"]\n[\"SentientARI_lifetime_2026-01-11\", \"SentientARI\", \"lifetime\", \"2026-01-11\", \"# SentientARI\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or code changes recorded. Activity is limited to code review approvals.\", \"2026-01-11 01:08:45\"]\n[\"Prem95_lifetime_2026-01-11\", \"Prem95\", \"lifetime\", \"2026-01-11\", \"# Prem95\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Framework Integrations:** Submitted code for external API connections and deployment configurations.\\n  - PRs: elizaos/eliza#980 (feat: Elfa.ai and Chromia integration API), elizaos/eliza#840 (feat: Add pm2 based deployment for character.json)\\n- **Defect Reporting:** Documented runtime errors related to constructor initialization.\\n  - Issues: elizaos/eliza#990 (TypeError - LinkedIn constructor error)\", \"2026-01-11 01:08:54\"]\n[\"palsp_lifetime_2026-01-11\", \"palsp\", \"lifetime\", \"2026-01-11\", \"# palsp\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Twitter Integration:** Modified cache expiration logic within the Eliza framework.\\n  - PRs: elizaos/eliza#824 (fix: twitter cache expires)\", \"2026-01-11 01:08:54\"]\n[\"0xaptosj_lifetime_2026-01-11\", \"0xaptosj\", \"lifetime\", \"2026-01-11\", \"# 0xaptosj\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 41 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented the Aptos plugin, adding configuration files and test coverage for the integration.\\n  - PRs: elizaos/eliza#818 (feat: add Aptos plugin)\", \"2026-01-11 01:08:55\"]\n[\"Freytes_lifetime_2026-01-11\", \"Freytes\", \"lifetime\", \"2026-01-11\", \"# Freytes\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 14 merged, 10 open\\n- **Pull Requests Reviewed:** 6 total (5 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 48 hours\\n\\n## Contribution Domains\\n- **Plugin Development (Media & IoT):** Implemented integrations for music generation and home automation.\\n  - PRs: elizaos/eliza#2679 (Suno music generation), elizaos/eliza#2660 (Udio music generation), elizaos/eliza#2678 (Samsung SmartThings plugin).\\n- **DeFi & Trading Integration:** Added trading capabilities and swap functionality.\\n  - PRs: elizaos/eliza#1785 (RabbiTrader plugin), elizaos/eliza#4397 (Autofun Buy/Sell contract integration), elizaos/eliza#4593 (Jupiter Swap plugin).\\n- **Application Extensions:** Developed external client interfaces and extensions.\\n  - PRs: elizaos/spartan#19 (Farcaster miniapp), elizaos/spartan#17 (Chrome extension), elizaos/spartan#16 (Spartan-MCP work).\\n- **DevOps & Configuration:** Established containerization workflows.\\n  - PRs: elizaos/eliza#776 (Create docker-setup.md), elizaos/spartan#20 (Docker dev setup), elizaos/eliza#826 (fix docker-setup.md).\\n\\n## Contribution Patterns\\n- **Code Structure:** Commits frequently involve massive line count additions (e.g., +283k lines in elizaos/eliza#2679), suggesting the inclusion of generated code or large asset files within feature PRs.\\n- **Feature Focus:** Primary activity centers on \\\"feat\\\" type PRs (86% focus on other/feature work) rather than maintenance or bug fixes.\\n- **Review Behavior:** Reviews are sparse relative to authorship volume, with a 100% approval rate on reviewed PRs.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024 with Docker configuration updates in `elizaos/eliza`.\\n- **Growth Phases:** Rapidly expanded into feature development, delivering large music and IoT plugins shortly after entry. Work scope broadened to include the `elizaos/spartan` repository for client-side extensions.\\n- **Current:** Recent activity (November 2025) concentrates on trading automation (Jupiter, Auto Trader) and social platform clients (Reddit, Truth Social).\\n\\n## Organizational Signals\\n- **Repo Ownership:** **HIGH**. Holds 50% of merged PRs in `elizaos/spartan` (4/8 PRs), indicating a primary maintainer role for that specific repository.\\n- **Work Structure:** **MEDIUM**. 0% of merged PRs link to tracked issues, suggesting an informal or rapid-development workflow independent of the issue tracker.\\n- **Review Dependencies:** **HIGH**. 64% of reviews come from @wtfsayo, creating a specific approval bottleneck.\", \"2026-01-11 01:08:57\"]\n[\"berrberr_lifetime_2026-01-11\", \"berrberr\", \"lifetime\", \"2026-01-11\", \"# berrberr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Project:** Submitted code and configuration changes to the `eliza` repository.\\n  - PRs: elizaos/eliza#822 (witter)\", \"2026-01-11 01:08:59\"]\n[\"mike0295_lifetime_2026-01-11\", \"mike0295\", \"lifetime\", \"2026-01-11\", \"mike0295 contributed to the `elizaos/eliza` repository by synchronizing localized documentation. The work involved updating `README_KOR.md` to align with the current English documentation, resulting in a net reduction of lines. This single contribution was merged in 4 hours following review by project maintainers.\\n\\n# mike0295\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Synchronized translated documentation with the primary source.\\n  - PRs: elizaos/eliza#789 (chore: update README_KOR.md to match latest README.md)\", \"2026-01-11 01:09:05\"]\n[\"ProphetX10_lifetime_2026-01-11\", \"ProphetX10\", \"lifetime\", \"2026-01-11\", \"# ProphetX10\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Image Generation Integration:** Corrected logic for Together and LlamaCloud image generation providers within the generation module.\\n  - PRs: elizaos/eliza#786 (Update generation.ts to fix TOGETHER/LLAMACLOUD image generation)\", \"2026-01-11 01:09:08\"]\n[\"meppsilon_lifetime_2026-01-11\", \"meppsilon\", \"lifetime\", \"2026-01-11\", \"# meppsilon\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 76 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implemented support for the Hyperbolic API within the Eliza framework, including core API additions and environment variable configuration for model class overrides.\\n  - PRs: elizaos/eliza#828 (feat: add hyperbolic api to eliza), elizaos/eliza#974 (feat: Add hyperbolic env vars to override model class)\", \"2026-01-11 01:09:11\"]\n[\"asDNSk_lifetime_2026-01-11\", \"asDNSk\", \"lifetime\", \"2026-01-11\", \"# asDNSk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 159 hours\\n\\n## Contribution Domains\\n- **ICP Plugin Integration:** Implemented and refined token creation capabilities for the Internet Computer Protocol (ICP) plugin.\\n  - PRs: elizaos/eliza#357 (feat: add ICP token creation support), elizaos/eliza#757 (fix: follow-up improvements for ICP token creation)\\n- **Documentation:** Updating documentation for the ICP plugin features.\\n  - PRs: elizaos/eliza#2367 (docs: Update README for @elizaos/plugin-icp)\", \"2026-01-11 01:09:13\"]\n[\"dermanyang_lifetime_2026-01-11\", \"dermanyang\", \"lifetime\", \"2026-01-11\", \"# dermanyang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:**\\n  - Activity limited to 1 review approval. No authored pull requests or issue interactions recorded in the provided dataset.\", \"2026-01-11 01:09:13\"]\n[\"2pmflow_lifetime_2026-01-11\", \"2pmflow\", \"lifetime\", \"2026-01-11\", \"# 2pmflow\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Codebase Maintenance:** Removed unused environment variables across documentation and configuration files.\\n  - PRs: elizaos/eliza#737 (chore: remove unused env var)\", \"2026-01-11 01:09:19\"]\n[\"shelvenzhou_lifetime_2026-01-11\", \"shelvenzhou\", \"lifetime\", \"2026-01-11\", \"# shelvenzhou\\n\\nshelvenzhou focused on documentation updates within the `elizaos/eliza` repository during December 2024. They submitted one merged pull request that refined the simulator tutor for plugin-tee documentation, reducing the overall line count by 64 lines. The contribution was reviewed by @monilpat and @jkbrooks, with a merge time of 15 hours.\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated simulator tutor documentation for plugin-tee.\\n  - PRs: elizaos/eliza#746 (add simulator tutor for plugin-tee docs)\", \"2026-01-11 01:09:20\"]\n[\"djpg_lifetime_2026-01-11\", \"djpg\", \"lifetime\", \"2026-01-11\", \"# djpg\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime & Configuration Reporting:** Identified environment-specific execution failures.\\n  - Issues: elizaos/eliza#1871 (Failed to use Gaianet model), elizaos/eliza#1742 (Failed to run on Macbook M1)\", \"2026-01-11 01:09:24\"]\n[\"aalonso777777_lifetime_2026-01-11\", \"aalonso777777\", \"lifetime\", \"2026-01-11\", \"# aalonso777777\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Activity is limited to a single issue creation event within the elizaos organization.\\n  - Issues: elizaos/eliza#1857 (\\\"A\\\")\", \"2026-01-11 01:09:25\"]\n[\"cryptogakusei_lifetime_2026-01-11\", \"cryptogakusei\", \"lifetime\", \"2026-01-11\", \"# cryptogakusei\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported environment setup difficulties regarding the starter kit initialization.\\n  - Issues: elizaos/eliza#1814 (Followed starter, not working)\", \"2026-01-11 01:09:26\"]\n[\"prince981620_lifetime_2026-01-11\", \"prince981620\", \"lifetime\", \"2026-01-11\", \"# prince981620\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified configuration and runtime failures within the `elizaos/eliza` repository, specifically regarding Twitter client authentication and multi-character execution.\\n  - Issues: elizaos/eliza#1811 (api key in character.json of twitter client doesn't works), elizaos/eliza#1819 (it fails to run multiple character if the credentials of prev...)\", \"2026-01-11 01:09:29\"]\n[\"virusxd521_lifetime_2026-01-11\", \"virusxd521\", \"lifetime\", \"2026-01-11\", \"# virusxd521\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Stability:** Identified crash vectors related to PDF processing dependencies.\\n  - Issues: elizaos/eliza#1751 (pdf js crashes the agent)\", \"2026-01-11 01:09:34\"]\n[\"mikechn_lifetime_2026-01-11\", \"mikechn\", \"lifetime\", \"2026-01-11\", \"# mikechn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented integration failures with external model providers.\\n  - Issues: elizaos/eliza#1709 (Google Model Not Working)\", \"2026-01-11 01:09:37\"]\n[\"marcellodesales_lifetime_2026-01-11\", \"marcellodesales\", \"lifetime\", \"2026-01-11\", \"# marcellodesales\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n- **Documentation & CI Infrastructure:** Focused on containerizing documentation deployment and resolving CI synchronization issues.\\n  - PRs: elizaos/eliza#1798 (fixed CI docs by synchronizing frozen pnpm lockfile), elizaos/eliza#1722 (corrected formatting for dockerized documentation), elizaos/eliza#1992 (relocated plugin-web-search readme to root directory).\", \"2026-01-11 01:09:38\"]\n[\"mrosm20_lifetime_2026-01-11\", \"mrosm20\", \"lifetime\", \"2026-01-11\", \"# mrosm20\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Configuration:** Reported environment setup and build failures.\\n  - Issues: elizaos/eliza#1714 (can't build framework - followed quick start - pnpm build error)\", \"2026-01-11 01:09:38\"]\n[\"Shanto1-2_lifetime_2026-01-11\", \"Shanto1-2\", \"lifetime\", \"2026-01-11\", \"# Shanto1-2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened a single issue in the Eliza repository containing HTML script tags in the title.\\n  - Issues: elizaos/eliza#1692 (<script src=\\\"https://gist.github.com/EToreo/2029242.js\\\"></scr...)\", \"2026-01-11 01:09:43\"]\n[\"trenchash_lifetime_2026-01-11\", \"trenchash\", \"lifetime\", \"2026-01-11\", \"# trenchash\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Stability:** Documented build failure within the echochambers plugin environment.\\n  - Issues: elizaos/eliza#1691 (failed: @elizaos/plugin-echochambers#build)\", \"2026-01-11 01:09:45\"]\n[\"nusk0_lifetime_2026-01-11\", \"nusk0\", \"lifetime\", \"2026-01-11\", \"# nusk0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Twitter Integration & Image Services:** Focused on fixing image description retrieval and link handling within the Eliza framework, with ongoing work on user interaction features.\\n  - PRs: elizaos/eliza#1671 (fix twitter image link), elizaos/eliza#1667 (fix image description service), elizaos/eliza#3647 (tailored twitter interaction features)\", \"2026-01-11 01:09:51\"]\n[\"sonatonagems_lifetime_2026-01-11\", \"sonatonagems\", \"lifetime\", \"2026-01-11\", \"# sonatonagems\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 5 opened, 5 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Application Usage & Troubleshooting:** Submitted reports regarding installation, version updates, and configuration security within the Eliza framework.\\n  - Issues: elizaos/eliza#1666 (initial setup assistance), elizaos/eliza#2035 (version update procedure), elizaos/eliza#2265 (credential security in configuration files), elizaos/eliza#1935 (Twitter image generation error), elizaos/eliza#2871 (post-update error reporting)\", \"2026-01-11 01:09:53\"]\n[\"kylebuildsstuff_lifetime_2026-01-11\", \"kylebuildsstuff\", \"lifetime\", \"2026-01-11\", \"# kylebuildsstuff\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Implemented external service connectivity for weather data.\\n  - PRs: elizaos/eliza#1880 (feat: add OpenWeather plugin)\\n- **Build Infrastructure:** Identified containerization build failures.\\n  - Issues: elizaos/eliza#1623 (Dockerfile errors when building image)\", \"2026-01-11 01:09:56\"]\n[\"bertux_lifetime_2026-01-11\", \"bertux\", \"lifetime\", \"2026-01-11\", \"# bertux\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Updated core dependencies to enable compatibility with newer chain integrations.\\n  - PRs: elizaos/eliza#1637 (update viem dependency version in plugin-evm)\\n- **Chain Integrations:** Developing support for additional EVM-compatible chains and plugins.\\n  - PRs: elizaos/eliza#1576 (add support for Arthera EVM chain), elizaos/eliza#2341 (add new plugin fuse)\", \"2026-01-11 01:09:58\"]\n[\"lachiejames_lifetime_2026-01-11\", \"lachiejames\", \"lifetime\", \"2026-01-11\", \"# lachiejames\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Configuration:** Established initial AWS cloud infrastructure definitions and managed runtime environment versions.\\n  - PRs: elizaos/eliza#1400 (feat(cdk): add initial CDK setup with VPC, ECR, ECS, and Fargate), elizaos/eliza#1630 (fix(#1411): downgrade NodeJS from 23.3.0 to 22.12.0)\\n\\n- **Repository Maintenance:** Maintained repository synchronization with upstream sources.\\n  - PRs: elizaos/eliza#1978 (sync fork)\", \"2026-01-11 01:09:58\"]\n[\"uleeeeee_lifetime_2026-01-11\", \"uleeeeee\", \"lifetime\", \"2026-01-11\", \"# uleeeeee\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented setup failures regarding initial configuration instructions.\\n  - Issues: elizaos/eliza#1622 (Initial setup based on docs not working)\", \"2026-01-11 01:10:04\"]\n[\"Sergey1997_lifetime_2026-01-11\", \"Sergey1997\", \"lifetime\", \"2026-01-11\", \"# Sergey1997\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance:** Initiated a large-scale update involving significant line reductions and file modifications across the codebase.\\n  - PRs: elizaos/eliza#5811 (Merge)\", \"2026-01-11 01:10:07\"]\n[\"hiteshjoshi1_lifetime_2026-01-11\", \"hiteshjoshi1\", \"lifetime\", \"2026-01-11\", \"# hiteshjoshi1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime failures in local LLM environments.\\n  - Issues: elizaos/eliza#1575 (Running Eliza with LLAMALOCAL fails after first query)\", \"2026-01-11 01:10:07\"]\n[\"salazarsebas_lifetime_2026-01-11\", \"salazarsebas\", \"lifetime\", \"2026-01-11\", \"# salazarsebas\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Documentation & Internationalization:** Introduced Spanish language translation for the repository README.\\n  - PRs: elizaos/eliza#1594 (docs: add readme spanish version in docs)\", \"2026-01-11 01:10:13\"]\n[\"freddymercury_lifetime_2026-01-11\", \"freddymercury\", \"lifetime\", \"2026-01-11\", \"# freddymercury\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Setup:** Identified discrepancies in project startup guides.\\n  - Issues: elizaos/eliza#1552 (Quick start guide bug - pnpm start)\", \"2026-01-11 01:10:17\"]\n[\"Dereichi_lifetime_2026-01-11\", \"Dereichi\", \"lifetime\", \"2026-01-11\", \"# Dereichi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Activity limited to issue creation within the elizaos organization.\\n  - Issues: elizaos/eliza#1563 (spades)\", \"2026-01-11 01:10:18\"]\n[\"cole-gillespie_lifetime_2026-01-11\", \"cole-gillespie\", \"lifetime\", \"2026-01-11\", \"# cole-gillespie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project FAQ documentation regarding component configuration.\\n  - PRs: elizaos/eliza#1614 (add plugins to the key components section of the faq)\\n- **Feature Requests:** Initiated tracking for cloud provider integration.\\n  - Issues: elizaos/eliza#1611 (Azure Support)\", \"2026-01-11 01:10:19\"]\n[\"cre8tions_lifetime_2026-01-11\", \"cre8tions\", \"lifetime\", \"2026-01-11\", \"# cre8tions\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented input validation constraints regarding numeric prefixes in user identifiers.\\n  - Issues: elizaos/eliza#1556 (TWITTER_TARGET_USERS cant use names starting with digits)\", \"2026-01-11 01:10:21\"]\n[\"ameeetgaikwad_lifetime_2026-01-11\", \"ameeetgaikwad\", \"lifetime\", \"2026-01-11\", \"# ameeetgaikwad\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and documented authentication failures with external integrations.\\n  - Issues: elizaos/eliza#1398 (Not able to login in twitter)\", \"2026-01-11 01:10:30\"]\n[\"Chunt0_lifetime_2026-01-11\", \"Chunt0\", \"lifetime\", \"2026-01-11\", \"# Chunt0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Error Reporting:** Identification of specific type errors during execution callbacks\\n  - Issues: elizaos/eliza#1544 (callback throws - [\\\"\\u26d4 TypeError: callback is not a function\\\"]...)\", \"2026-01-11 01:10:31\"]\n[\"SumeetChougule_lifetime_2026-01-11\", \"SumeetChougule\", \"lifetime\", \"2026-01-11\", \"# SumeetChougule\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 77 hours\\n\\n## Contribution Domains\\n- **Slack Client Integration:** Addressed functionality and documentation for the Slack client interface, specifically targeting `client.push` issues and media type implementation gaps.\\n  - PRs: elizaos/eliza#1182 (fix: Fix client.push issue and update README for Slack client)\\n- **Plugin Development:** Initiated work on external integrations for trading bot functionality.\\n  - PRs: elizaos/eliza#1570 (feat: Add Hummingbot plugin)\", \"2026-01-11 01:10:32\"]\n[\"0x1337z_lifetime_2026-01-11\", \"0x1337z\", \"lifetime\", \"2026-01-11\", \"# 0x1337z\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified installation compatibility barriers for Windows environments.\\n  - Issues: elizaos/eliza#637 (Will not install on windows)\", \"2026-01-11 01:10:32\"]\n[\"kubesqrt_lifetime_2026-01-11\", \"kubesqrt\", \"lifetime\", \"2026-01-11\", \"# kubesqrt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Initiated discussion regarding blockchain network support.\\n  - Issues: elizaos/eliza#851 (Arbitrum Integration)\", \"2026-01-11 01:10:33\"]\n[\"rckprtr_lifetime_2026-01-11\", \"rckprtr\", \"lifetime\", \"2026-01-11\", \"# rckprtr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Initiated discussion regarding operational metrics.\\n  - Issues: elizaos/eliza#592 (API Cost Tracking)\", \"2026-01-11 01:10:42\"]\n[\"CalvinLeGassick_lifetime_2026-01-11\", \"CalvinLeGassick\", \"lifetime\", \"2026-01-11\", \"# CalvinLeGassick\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Integration Examples:** Proposed additions of PostgreSQL usage examples, specifically for retrieving accounts by IDs.\\n  - PRs: elizaos/eliza#681 (Add getAccountsByIds postgres example), elizaos/eliza#680 (Add getAccountsByIds postgres example)\", \"2026-01-11 01:10:42\"]\n[\"sw4geth_lifetime_2026-01-11\", \"sw4geth\", \"lifetime\", \"2026-01-11\", \"# sw4geth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Submitted requests regarding search engine integration and prediction market tooling.\\n  - Issues: elizaos/eliza#363 (feat: Give eliza search engine), elizaos/eliza#362 (Prediction market tooling)\", \"2026-01-11 01:10:45\"]\n[\"cryptoradagast_lifetime_2026-01-11\", \"cryptoradagast\", \"lifetime\", \"2026-01-11\", \"# cryptoradagast\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated package installation instructions in plugin documentation.\\n  - PRs: elizaos/eliza#669 (incorrect package install location Update plugins.md)\", \"2026-01-11 01:10:45\"]\n[\"chrislatorres_lifetime_2026-01-11\", \"chrislatorres\", \"lifetime\", \"2026-01-11\", \"# chrislatorres\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (2 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Review & Commentary:**\\n  - No authored pull requests or code changes recorded in the provided dataset.\\n  - Activity is limited to 2 pull request reviews (both approvals), 2 pull request comments, and 1 issue comment.\", \"2026-01-11 01:10:50\"]\n[\"DataRelic_lifetime_2026-01-11\", \"DataRelic\", \"lifetime\", \"2026-01-11\", \"# DataRelic\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to PostgreSQL setup instructions within the documentation files.\\n  - PRs: elizaos/eliza#645 (updates postgres setup instructions in docs)\\n- **Agent Configuration:** Adjustments to local model path handling and logging mechanisms (Open).\\n  - PRs: elizaos/eliza#666 (fix(agent): improve local model path handling and logging)\", \"2026-01-11 01:10:52\"]\n[\"dontAskVI_lifetime_2026-01-11\", \"dontAskVI\", \"lifetime\", \"2026-01-11\", \"# dontAskVI\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **AI Provider Integration:** Implemented support for the Galadriel ecosystem, including LLM inference and image generation capabilities, alongside fixes for Twitter search functionality.\\n  - PRs: elizaos/eliza#651 (Add Galadriel LLM Inference Provider), elizaos/eliza#994 (fix: Fix Twitter Search Logic and Add Galadriel Image Model)\", \"2026-01-11 01:10:58\"]\n[\"justabot_lifetime_2026-01-11\", \"justabot\", \"lifetime\", \"2026-01-11\", \"# justabot\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **API Integration & Maintenance:** Implemented initial API connections, download update logic, and error handling documentation.\\n  - PRs: elizaos/eliza#564 (CS - first api hookups), elizaos/eliza#594 (Download updates), elizaos/eliza#654 (CS - adding better errors and readme)\", \"2026-01-11 01:10:59\"]\n[\"zjasper666_lifetime_2026-01-11\", \"zjasper666\", \"lifetime\", \"2026-01-11\", \"# zjasper666\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated setup guides to include specific connection instructions.\\n  - PRs: elizaos/eliza#641 (add connection instruction for connecting with X)\", \"2026-01-11 01:10:59\"]\n[\"thedexplorer_lifetime_2026-01-11\", \"thedexplorer\", \"lifetime\", \"2026-01-11\", \"# thedexplorer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Logic Corrections:** Addressed argument usage in provider logic.\\n  - PRs: elizaos/eliza#631 (Wrong argument correction on trustScoreProvider.ts)\", \"2026-01-11 01:11:03\"]\n[\"irisdv_lifetime_2026-01-11\", \"irisdv\", \"lifetime\", \"2026-01-11\", \"# irisdv\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 24 hours\\n\\n## Contribution Domains\\n- **Identity Integration:** Implemented Starkname resolution support.\\n  - PRs: elizaos/eliza#628 (feat: support starkname)\", \"2026-01-11 01:11:04\"]\n[\"8times4_lifetime_2026-01-11\", \"8times4\", \"lifetime\", \"2026-01-11\", \"# 8times4\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 93 hours\\n\\n## Contribution Domains\\n- **Feature Integrations:** Implemented external hardware integration and local file system traversal capabilities within the core agent logic.\\n  - PRs: elizaos/eliza#517 (feat: Add buttplug.io integration), elizaos/eliza#792 (feat: add obsidian traversal)\", \"2026-01-11 01:11:11\"]\n[\"wolfcito_lifetime_2026-01-11\", \"wolfcito\", \"lifetime\", \"2026-01-11\", \"# wolfcito\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Updated Node.js version specifications to align with newer runtime releases.\\n  - PRs: elizaos/eliza#611 (update Node.js version from v23.1.0 to v23.3.0)\", \"2026-01-11 01:11:11\"]\n[\"milancermak_lifetime_2026-01-11\", \"milancermak\", \"lifetime\", \"2026-01-11\", \"# milancermak\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 21 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented a Starknet portfolio provider, involving a mix of feature work and refactoring across 344 files.\\n  - PRs: elizaos/eliza#595 (feat: starknet portfolio provider)\", \"2026-01-11 01:11:15\"]\n[\"wojski_lifetime_2026-01-11\", \"wojski\", \"lifetime\", \"2026-01-11\", \"# wojski\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review & Collaboration:** Recorded activity is limited to review actions and commentary.\\n  - No authored pull requests or specific repository details provided in the dataset.\", \"2026-01-11 01:11:17\"]\n[\"THtianhao_lifetime_2026-01-11\", \"THtianhao\", \"lifetime\", \"2026-01-11\", \"# THtianhao\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 146 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Configuration:** Addressed runtime errors in Docker environments following directory structure changes.\\n  - PRs: elizaos/eliza#458 (bugfix: Modify docker run error after agent folder move)\", \"2026-01-11 01:11:24\"]\n[\"0x330a_lifetime_2026-01-11\", \"0x330a\", \"lifetime\", \"2026-01-11\", \"# 0x330a\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Client Configuration:** Modified Farcaster client settings, specifically adjusting maximum cast length constraints across the codebase.\\n  - PRs: elizaos/eliza#1347 (Update farcaster client max cast length)\", \"2026-01-11 01:11:24\"]\n[\"adacapo21_lifetime_2026-01-11\", \"adacapo21\", \"lifetime\", \"2026-01-11\", \"# adacapo21\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Implemented Greek language translation for project documentation.\\n  - PRs: elizaos/eliza#2199 (docs: Add Greek translation for README_GR), elizaos/eliza#2198 (Add Greek translation for README)\", \"2026-01-11 01:11:27\"]\n[\"NikitaVr_lifetime_2026-01-11\", \"NikitaVr\", \"lifetime\", \"2026-01-11\", \"# NikitaVr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Environment:** Reported dependency loading failures on specific hardware architectures.\\n  - Issues: elizaos/eliza#1119 (Could not load the \\\"sharp\\\" module using the darwin-arm64 runtime)\", \"2026-01-11 01:11:27\"]\n[\"Jonatan-Chaverri_lifetime_2026-01-11\", \"Jonatan-Chaverri\", \"lifetime\", \"2026-01-11\", \"# Jonatan-Chaverri\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 33 hours\\n\\n## Contribution Domains\\n**Plugin Maintenance & Configuration:** Addressed functional regressions and configuration errors within the `elizaos/eliza` repository, specifically targeting Starknet integration and Together AI model settings.\\n- PRs: elizaos/eliza#2029 (Fix: fix starknet plugin by replacing walletProvider), elizaos/eliza#2173 (Fix: replace invalid toghether ai medium model)\", \"2026-01-11 01:11:33\"]\n[\"Ashwin1011_lifetime_2026-01-11\", \"Ashwin1011\", \"lifetime\", \"2026-01-11\", \"# Ashwin1011\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented a runtime error related to authentication failures.\\n  - Issues: elizaos/eliza#2155 (Reported login attempt failed error with specific code 399)\", \"2026-01-11 01:11:35\"]\n[\"Peridax_lifetime_2026-01-11\", \"Peridax\", \"lifetime\", \"2026-01-11\", \"# Peridax\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented functional gaps in Discord integration.\\n  - Issues: elizaos/eliza#2147 (Eliza does not join discord voice channels upon request)\", \"2026-01-11 01:11:38\"]\n[\"eschnou_lifetime_2026-01-11\", \"eschnou\", \"lifetime\", \"2026-01-11\", \"# eschnou\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Integration & System Logic:** documented specific behaviors regarding Twitter client execution and plugin availability within the Eliza framework.\\n  - Issues: elizaos/eliza#2116 (Tweet reply timing relative to action processing), elizaos/eliza#1962 (TWITTER_DRY_RUN scope validation regarding replies), elizaos/eliza#1949 (Plugin availability for existing users)\", \"2026-01-11 01:11:40\"]\n[\"KumbleMadhu_lifetime_2026-01-11\", \"KumbleMadhu\", \"lifetime\", \"2026-01-11\", \"# KumbleMadhu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance:** Identified and addressed file redundancy within the project structure.\\n  - PRs: elizaos/eliza#2105 (fix: remove duplicate readme file)\", \"2026-01-11 01:11:42\"]\n[\"DanielleMichelle_lifetime_2026-01-11\", \"DanielleMichelle\", \"lifetime\", \"2026-01-11\", \"# DanielleMichelle\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 6 opened, 6 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Runtime & Configuration:** Reported operational errors regarding agent startup sequences, Twitter authentication failures, and message scheduling within the Eliza framework.\\n  - Issues: elizaos/eliza#2040 (Agent wont start even after twitter successful login), elizaos/eliza#2024 (Continuous error when starting agent), elizaos/eliza#1961 (My agent won't chat & log into twitter)\\n- **Error Handling & Schema:** Documented recurring errors related to message examples and general execution failures.\\n  - Issues: elizaos/eliza#1970 (Keep getting reoccuring issue), elizaos/eliza#1929 (I keep getting error for messageExamples), elizaos/eliza#1952 (Why isn't my agent starting / scheduling a tweet?)\", \"2026-01-11 01:11:48\"]\n[\"kmcclosk_lifetime_2026-01-11\", \"kmcclosk\", \"lifetime\", \"2026-01-11\", \"# kmcclosk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **System Architecture:** Proposed enhancements to logging infrastructure.\\n  - Issues: elizaos/eliza#2019 (Suggestion - general logging system)\", \"2026-01-11 01:11:52\"]\n[\"dbellotti_lifetime_2026-01-11\", \"dbellotti\", \"lifetime\", \"2026-01-11\", \"# dbellotti\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **User Interface Reporting:** Documented expected behavior regarding chat interface mechanics, specifically focusing on auto-scroll functionality and input field focus states.\\n  - Issues: elizaos/eliza#1977 (client chat doesn't automatically scroll down and focus input...)\", \"2026-01-11 01:11:56\"]\n[\"hazelnutcloud_lifetime_2026-01-11\", \"hazelnutcloud\", \"lifetime\", \"2026-01-11\", \"# hazelnutcloud\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 49 hours\\n\\n## Contribution Domains\\n- **Twitter Client Configuration:** Modified access modifiers within the Twitter post client to expose tweet generation logic for external use.\\n  - PRs: elizaos/eliza#1902 (chore: Make `generateNewTweet` public)\", \"2026-01-11 01:11:58\"]\n[\"koofree_lifetime_2026-01-11\", \"koofree\", \"lifetime\", \"2026-01-11\", \"# koofree\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Adapters:** Addressed syntax compliance in PostgreSQL schema definitions.\\n  - PRs: elizaos/eliza#2008 (fix: packages/adapter-postgres/schema.sql isShared needs double quotes)\", \"2026-01-11 01:11:59\"]\n[\"mrsalitre_lifetime_2026-01-11\", \"mrsalitre\", \"lifetime\", \"2026-01-11\", \"# mrsalitre\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Client Session Management:** Addressed security alert triggers caused by repeated authentication attempts.\\n  - PRs: elizaos/eliza#1974 (fix: prevent repeated login by reusing client-twitter session)\", \"2026-01-11 01:12:07\"]\n[\"Laurentiu-Andronache_lifetime_2026-01-11\", \"Laurentiu-Andronache\", \"lifetime\", \"2026-01-11\", \"# Laurentiu-Andronache\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Eliza Framework (Telegram & Logging):** Focused on fixing Telegram templates and enhancing debug capabilities within the client context.\\n  - PRs: elizaos/eliza#1982 (fix: many fixes to the Telegram templates), elizaos/eliza#1980 (chore: add debug logging for context)\", \"2026-01-11 01:12:08\"]\n[\"KSym04_lifetime_2026-01-11\", \"KSym04\", \"lifetime\", \"2026-01-11\", \"# KSym04\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Integration Stability:** Investigated and addressed API rate limiting and automated activity blocking issues; proposed logic to enforce action intervals.\\n  - PRs: elizaos/eliza#2057 (Fix: Respect ACTION_INTERVAL to prevent violations of Twitter policies)\", \"2026-01-11 01:12:09\"]\n[\"Huy-To_lifetime_2026-01-11\", \"Huy-To\", \"lifetime\", \"2026-01-11\", \"# Huy-To\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Initiated a request for assistance regarding error identification.\\n  - Issues: elizaos/eliza#1946 (Can someone identify this issue, and help me resolve it)\", \"2026-01-11 01:12:11\"]\n[\"daltoncoder_lifetime_2026-01-11\", \"daltoncoder\", \"lifetime\", \"2026-01-11\", \"# daltoncoder\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identification of technical defects in memory management.\\n  - Issues: elizaos/eliza#1942 (Memory leak in getLocalEmbedding)\", \"2026-01-11 01:12:13\"]\n[\"lumiagent_lifetime_2026-01-11\", \"lumiagent\", \"lifetime\", \"2026-01-11\", \"# lumiagent\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Deployment Inquiries:** Opened a support ticket regarding deployment procedures.\\n  - Issues: elizaos/eliza#1932 (How to deploy the ai agent)\", \"2026-01-11 01:12:19\"]\n[\"10208612_lifetime_2026-01-11\", \"10208612\", \"lifetime\", \"2026-01-11\", \"# 10208612\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Activity consists of a single issue submission.\\n  - Issues: elizaos/eliza#1924 (Samanthatitita)\", \"2026-01-11 01:12:22\"]\n[\"odorT_lifetime_2026-01-11\", \"odorT\", \"lifetime\", \"2026-01-11\", \"# odorT\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors related to concurrent tuple access during agent startup.\\n  - Issues: elizaos/eliza#1914 (Agent fails to start randomly with error: \\\"tuple concurrently...\\\")\", \"2026-01-11 01:12:22\"]\n[\"RatakondalaArun_lifetime_2026-01-11\", \"RatakondalaArun\", \"lifetime\", \"2026-01-11\", \"# RatakondalaArun\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Telegram Client Integration:** Fixed callback functionality within the evaluator system for the Telegram client.\\n  - PRs: elizaos/eliza#1908 (fix: add callback to the evaluators for client-telegram)\", \"2026-01-11 01:12:25\"]\n[\"JoeyKhd_lifetime_2026-01-11\", \"JoeyKhd\", \"lifetime\", \"2026-01-11\", \"# JoeyKhd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 10 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n**Core Architecture & Client:**\\nExecuted large-scale refactors of client-side logic and type systems.\\n- PRs: elizaos/eliza#2038 (full overhaul of client logic), elizaos/eliza#1917 (resolved type errors and project structure), elizaos/eliza#1951 (fixed C3PO error handling).\\n\\n**Infrastructure & Configuration:**\\nImplemented logging improvements, storage flexibility, and containerization fixes.\\n- PRs: elizaos/eliza#2396 (logger improvements), elizaos/eliza#2379 (S3 flexibility enhancements), elizaos/eliza#2347 (docker images, compose, and documentation fixes), elizaos/eliza#2433 (VITE_SERVER_PORT default configuration).\\n\\n**API & Documentation:**\\nUpdated API routing and associated documentation.\\n- PRs: elizaos/eliza#1923 (API route update), elizaos/eliza#1881 (fixed API documentation URL), elizaos/eliza#1984 (SQLite vector error fix).\\n\\n## Contribution Patterns\\n- **Code patterns:** Submits high-volume changes (averaging +1820 lines per PR) involving broad architectural overhauls rather than isolated patches.\\n- **Code patterns:** Frequently bundles documentation updates and configuration changes (Docker, Vite) within functional PRs.\\n- **Collaboration patterns:** Maintains a rapid merge cadence (4 hours average) despite high code complexity.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in January 2025 with `elizaos/eliza`.\\n- **Growth phases:** Activity began immediately with substantial architectural changes (Client overhaul) and infrastructure setup.\\n- **Current:** All recorded activity occurred within January 2025, focusing on stabilizing the core runtime and deployment tooling.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 0% (LOW) - Contributes to `elizaos/eliza` but does not hold dominant ownership of the codebase.\\n- **Work Structure:** 0% issue linkage (MEDIUM) - PRs are submitted without linking to tracked issues, indicating a workflow independent of the issue tracker.\\n- **Review Dependencies:** Primary reviewer is @shakkernerd (5 reviews, 5 approvals) (HIGH) - Indicates a concentrated review channel.\", \"2026-01-11 01:12:30\"]\n[\"jimthedj65_lifetime_2026-01-11\", \"jimthedj65\", \"lifetime\", \"2026-01-11\", \"# jimthedj65\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identification of runtime stability issues within the Eliza framework.\\n  - Issues: elizaos/eliza#5706 (Reported application crash occurring during response generation related to assignment errors)\", \"2026-01-11 01:12:33\"]\n[\"newbx0_lifetime_2026-01-11\", \"newbx0\", \"lifetime\", \"2026-01-11\", \"# newbx0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Initialization:** Opened and closed an issue regarding initial environment setup.\\n  - Issues: elizaos/eliza#1897 (Initial set up)\", \"2026-01-11 01:12:34\"]\n[\"yuucyf_lifetime_2026-01-11\", \"yuucyf\", \"lifetime\", \"2026-01-11\", \"# yuucyf\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **System Architecture Inquiries:** Initiated discussions regarding the implementation details of plugins and action validation logic.\\n  - Issues: elizaos/eliza#1887 (Question about the plugin system?), elizaos/eliza#1939 (Question about action's validate function?)\", \"2026-01-11 01:12:35\"]\n[\"info3284_lifetime_2026-01-11\", \"info3284\", \"lifetime\", \"2026-01-11\", \"# info3284\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented requirements for browser and client integration.\\n  - Issues: elizaos/eliza#1864 (browser+client)\", \"2026-01-11 01:12:39\"]\n[\"kyegomez_lifetime_2026-01-11\", \"kyegomez\", \"lifetime\", \"2026-01-11\", \"# kyegomez\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Security Reporting:** Submitted a report regarding code analysis and security vulnerabilities.\\n  - Issues: elizaos/eliza#1862 (Code Analysis Report: Security Issues and Vulnerabilities)\", \"2026-01-11 01:12:42\"]\n[\"Chillbruhhh_lifetime_2026-01-11\", \"Chillbruhhh\", \"lifetime\", \"2026-01-11\", \"# Chillbruhhh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented behavior regarding tweet generation functionality.\\n  - Issues: elizaos/eliza#1859 (Generating new tweet issue)\", \"2026-01-11 01:12:45\"]\n[\"manotoor_lifetime_2026-01-11\", \"manotoor\", \"lifetime\", \"2026-01-11\", \"# manotoor\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Documentation:** Maintenance of project documentation and contribution guidelines.\\n  - PRs: elizaos/eliza#1847 (Fix faq link on contributing.md)\", \"2026-01-11 01:12:48\"]\n[\"MacsDickinson_lifetime_2026-01-11\", \"MacsDickinson\", \"lifetime\", \"2026-01-11\", \"# MacsDickinson\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Documentation:** Identified and resolved broken hyperlinks within project contribution guidelines.\\n  - PRs: elizaos/eliza#1839 (correct faq docs link in both contribution md files)\", \"2026-01-11 01:12:51\"]\n[\"jaycoolslm_lifetime_2026-01-11\", \"jaycoolslm\", \"lifetime\", \"2026-01-11\", \"# jaycoolslm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Configuration:** Proposed feature enhancements for controlling agent interaction behaviors on X (Twitter).\\n  - Issues: elizaos/eliza#1813 (Better X Agent configuration e.g. no retweets, likes etc)\", \"2026-01-11 01:12:55\"]\n[\"vpavlin_lifetime_2026-01-11\", \"vpavlin\", \"lifetime\", \"2026-01-11\", \"# vpavlin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Release Management & Security:** Focused on package distribution, build processes, and vulnerability reporting within the Eliza framework.\\n  - PRs: elizaos/eliza#1214 (fix: fail when cannot get token, add Akash to generateText switch)\\n  - Issues: elizaos/eliza#1753 (Security issue: plugin-0g allows to upload any file), elizaos/eliza#1233 (agent package not updated on npmjs.org), elizaos/eliza#1232 (Create a nightly build as next version)\", \"2026-01-11 01:12:56\"]\n[\"ag-wnl_lifetime_2026-01-11\", \"ag-wnl\", \"lifetime\", \"2026-01-11\", \"# ag-wnl\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 18 total (9 approvals, 2 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Client Integration:** Adjusted logic regarding timeline fetching and self-tweet evaluation within the Eliza framework.\\n  - PRs: elizaos/eliza#1475 (Fetch timeline for followed accounts via Twitter client methods), elizaos/eliza#1477 (chore: Do not consider self tweets when evaluating actions)\", \"2026-01-11 01:12:56\"]\n[\"KONFeature_lifetime_2026-01-11\", \"KONFeature\", \"lifetime\", \"2026-01-11\", \"# KONFeature\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 72 hours\\n\\n## Contribution Domains\\n**Database Adapters:** Implemented the PgLite database adapter, introducing configuration and code changes to support the new integration.\\n- PRs: elizaos/eliza#1810 (feat: add pglite db adapter)\", \"2026-01-11 01:13:03\"]\n[\"salacoste_lifetime_2026-01-11\", \"salacoste\", \"lifetime\", \"2026-01-11\", \"# salacoste\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Installation & Dependencies:** Reported build failures related to package post-install scripts.\\n  - Issues: elizaos/eliza#1503 (Installation failed on node-llama-cpp postscript)\", \"2026-01-11 01:13:03\"]\n[\"simistern_lifetime_2026-01-11\", \"simistern\", \"lifetime\", \"2026-01-11\", \"# simistern\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Model Configuration:** Documented discrepancies in image model settings relative to base configurations.\\n  - Issues: elizaos/eliza#1772 (Resolving discrepancy when image model is different than base...)\", \"2026-01-11 01:13:07\"]\n[\"KennethAshley_lifetime_2026-01-11\", \"KennethAshley\", \"lifetime\", \"2026-01-11\", \"# KennethAshley\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Interaction Logic:** Documented unexpected behavior in agent tweet reply targeting.\\n  - Issues: elizaos/eliza#2891 (Second Tweet from Agent Replies to User Instead of Initial Agent)\", \"2026-01-11 01:13:08\"]\n[\"berryboylb_lifetime_2026-01-11\", \"berryboylb\", \"lifetime\", \"2026-01-11\", \"# berryboylb\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration & Deployment:** Reported issues related to environment setup and containerization within the Eliza agent framework.\\n  - Issues: elizaos/eliza#1687 (failed: to start agent with postgres), elizaos/eliza#1925 (Agent fails to generate text when dockerized)\", \"2026-01-11 01:13:09\"]\n[\"hanpham32_lifetime_2026-01-11\", \"hanpham32\", \"lifetime\", \"2026-01-11\", \"# hanpham32\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Infrastructure:** Reported build failures specific to the client-lens package.\\n  - Issues: elizaos/eliza#1680 (Failed: @elizaos/client-lens#build)\", \"2026-01-11 01:13:16\"]\n[\"Xayaan_lifetime_2026-01-11\", \"Xayaan\", \"lifetime\", \"2026-01-11\", \"# Xayaan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to repository documentation focusing on custom plugin integration and usage instructions for plugins not in the registry.\\n  - PRs: elizaos/eliza#3736 (docs: update readme.md for the custom plugins how-to), elizaos/eliza#3735 (Update plugins.md for custom plugins not in registry)\\n\\n- **Issue Reporting:** Identification of bot response behavior regarding target users.\\n  - Issues: elizaos/eliza#2563 (Bot is only responding to target users and ignoring all other...)\", \"2026-01-11 01:13:18\"]\n[\"tetreault_lifetime_2026-01-11\", \"tetreault\", \"lifetime\", \"2026-01-11\", \"# tetreault\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified database error handling behavior within the Eliza framework.\\n  - Issues: elizaos/eliza#1986 (Error handling message: SqliteError: Error reading 1st vector...)\", \"2026-01-11 01:13:21\"]\n[\"MyJoiT_lifetime_2026-01-11\", \"MyJoiT\", \"lifetime\", \"2026-01-11\", \"# MyJoiT\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Development Environment:** Identified and addressed a bug in the `dev.sh` script where specific command-line arguments failed to load correctly.\\n  - PRs: elizaos/eliza#2383 (fix: \\\"pnpm dev --character=xx\\\" command failed to load the character)\", \"2026-01-11 01:13:21\"]\n[\"digvjs_lifetime_2026-01-11\", \"digvjs\", \"lifetime\", \"2026-01-11\", \"# digvjs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Configuration:** Reported unique constraint violations regarding PostgreSQL extensions.\\n  - Issues: elizaos/eliza#1561 (Duplicate key value violates unique constraint \\\"pg_extension_...\\\")\", \"2026-01-11 01:13:22\"]\n[\"arthursjy_lifetime_2026-01-11\", \"arthursjy\", \"lifetime\", \"2026-01-11\", \"# arthursjy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Framework Issues:** Reported bugs and configuration constraints within the Eliza repository.\\n  - Issues: elizaos/eliza#1499 (Reported `better-sqlite3` error when using `plugin-tee`), elizaos/eliza#1448 (Requested exclusion of `birdeye-api` in `plugin-solana`)\", \"2026-01-11 01:13:30\"]\n[\"adapt7_lifetime_2026-01-11\", \"adapt7\", \"lifetime\", \"2026-01-11\", \"# adapt7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Feature Requests:** Documented build errors and inquired about specific client capabilities.\\n  - Issues: elizaos/eliza#1471 (Reported pnpm build error regarding input files), elizaos/eliza#2132 (Inquired about long memory capabilities for the Telegram client)\", \"2026-01-11 01:13:31\"]\n[\"UiCandy_lifetime_2026-01-11\", \"UiCandy\", \"lifetime\", \"2026-01-11\", \"# UiCandy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented build and execution failures related to specific blockchain integrations.\\n  - Issues: elizaos/eliza#1462 (Issues with Aptos Integration - unable to build/run)\", \"2026-01-11 01:13:32\"]\n[\"hcaumo_lifetime_2026-01-11\", \"hcaumo\", \"lifetime\", \"2026-01-11\", \"# hcaumo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Configuration Standardization:** Standardized boolean value formatting and updated environment variable patterns within the project configuration.\\n  - PRs: elizaos/eliza#1392 (Standardize boolean values and update .env file pattern)\", \"2026-01-11 01:13:35\"]\n[\"harperaa_lifetime_2026-01-11\", \"harperaa\", \"lifetime\", \"2026-01-11\", \"# harperaa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 7 opened, 7 closed\\n- **Avg Time to Merge:** 28 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration:** Adjustments to package scripts and default plugin settings to streamline setup and initialization.\\n  - PRs: elizaos/eliza#1449 (update package.json to add Cleanstart options), elizaos/eliza#4557 (configure community manager to use plugin-local-ai defaults).\\n- **Client & Logic Fixes:** Resolutions for Discord client interactions and embedding errors within the core runtime.\\n  - PRs: elizaos/eliza#1408 (remove hard coding in discord chat_with_attachment action), elizaos/eliza#4537 (fix TEXT_EMBEDDING error associated with issue #4336).\", \"2026-01-11 01:13:37\"]\n[\"manasvi1627_lifetime_2026-01-11\", \"manasvi1627\", \"lifetime\", \"2026-01-11\", \"# manasvi1627\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified configuration barriers when initializing agents with specific database integrations.\\n  - Issues: elizaos/eliza#1389 (Cannot initiate eliza agent while using Supabase)\", \"2026-01-11 01:13:44\"]\n[\"Sam43215_lifetime_2026-01-11\", \"Sam43215\", \"lifetime\", \"2026-01-11\", \"# Sam43215\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened inquiry regarding feature support.\\n  - Issues: elizaos/eliza#1368 (Google unsupported?)\", \"2026-01-11 01:13:48\"]\n[\"usama-saeed831_lifetime_2026-01-11\", \"usama-saeed831\", \"lifetime\", \"2026-01-11\", \"# usama-saeed831\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Documented operational behavior in containerized environments.\\n  - Issues: elizaos/eliza#1372 (Bot Doesn't Respond to Tagged Tweets When Running in Docker)\", \"2026-01-11 01:13:48\"]\n[\"Nautilusera_lifetime_2026-01-11\", \"Nautilusera\", \"lifetime\", \"2026-01-11\", \"# Nautilusera\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Local Environment Configuration:** Inquiry regarding hardware setup specifications for local execution.\\n  - Issues: elizaos/eliza#2304 (Trying to find how to run Eliza locally with two graphical cards)\", \"2026-01-11 01:13:49\"]\n[\"onlyzerosonce_lifetime_2026-01-11\", \"onlyzerosonce\", \"lifetime\", \"2026-01-11\", \"# onlyzerosonce\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Documentation & Setup:** Updated repository README to refine instructions for initializing the chat client, specifically addressing startup procedures.\\n  - PRs: elizaos/eliza#1375 (Update README.md to instructions to start client for chatting...)\", \"2026-01-11 01:13:56\"]\n[\"lorcann-rauzduel_lifetime_2026-01-11\", \"lorcann-rauzduel\", \"lifetime\", \"2026-01-11\", \"# lorcann-rauzduel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime configuration errors within the Eliza framework.\\n  - Issues: elizaos/eliza#1251 (Cannot read properties of undefined (reading 'rpcUrls'))\", \"2026-01-11 01:13:58\"]\n[\"RedHorse823_lifetime_2026-01-11\", \"RedHorse823\", \"lifetime\", \"2026-01-11\", \"# RedHorse823\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to Chinese language documentation regarding model configuration.\\n  - PRs: elizaos/eliza#1535 (Update README_CN - Model Configuration)\", \"2026-01-11 01:14:01\"]\n[\"sam-coffey_lifetime_2026-01-11\", \"sam-coffey\", \"lifetime\", \"2026-01-11\", \"# sam-coffey\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identified and documented runtime loop behavior.\\n  - Issues: elizaos/eliza#1213 (chat stuck in infinite loop)\", \"2026-01-11 01:14:03\"]\n[\"zoe27_lifetime_2026-01-11\", \"zoe27\", \"lifetime\", \"2026-01-11\", \"# zoe27\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 210 hours\\n\\n## Contribution Domains\\n- **Runtime Stability:** addressed logic errors causing infinite loops within chat interactions.\\n  - PRs: elizaos/eliza#1755 (fix: fix the chat stuck in infinite loop)\", \"2026-01-11 01:14:06\"]\n[\"AntonioTF5_lifetime_2026-01-11\", \"AntonioTF5\", \"lifetime\", \"2026-01-11\", \"# AntonioTF5\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented behavior regarding social media integration.\\n  - Issues: elizaos/eliza#1208 (Multiple mentions on Twitter/X when reply)\", \"2026-01-11 01:14:10\"]\n[\"owlcode_lifetime_2026-01-11\", \"owlcode\", \"lifetime\", \"2026-01-11\", \"# owlcode\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **String Formatting:** Adjusted newline handling for tweet generation logic.\\n  - PRs: elizaos/eliza#1141 (clean newlines for new tweet)\", \"2026-01-11 01:14:10\"]\n[\"tekspirit_lifetime_2026-01-11\", \"tekspirit\", \"lifetime\", \"2026-01-11\", \"# tekspirit\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identified character escaping issues within social media integration logic.\\n  - Issues: elizaos/eliza#1206 (double backslash when posting to X)\", \"2026-01-11 01:14:11\"]\n[\"msurfx_lifetime_2026-01-11\", \"msurfx\", \"lifetime\", \"2026-01-11\", \"# msurfx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime execution failure in terminal environment.\\n  - Issues: elizaos/eliza#1204 (unable to chat in terminal)\", \"2026-01-11 01:14:15\"]\n[\"Semfoxm_lifetime_2026-01-11\", \"Semfoxm\", \"lifetime\", \"2026-01-11\", \"# Semfoxm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened a single ticket in the Eliza repository.\\n  - Issues: elizaos/eliza#1188 (semfoxm)\", \"2026-01-11 01:14:19\"]\n[\"0xbuild-oss_lifetime_2026-01-11\", \"0xbuild-oss\", \"lifetime\", \"2026-01-11\", \"# 0xbuild-oss\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported bugs related to local embedding failures within the Eliza framework.\\n  - Issues: elizaos/eliza#1127 (Local embedding failed with 2 different characters and 2 dif...)\", \"2026-01-11 01:14:22\"]\n[\"mashharuki_lifetime_2026-01-11\", \"mashharuki\", \"lifetime\", \"2026-01-11\", \"# mashharuki\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Infrastructure:** Identified build failures within the Aptos plugin integration.\\n  - Issues: elizaos/eliza#1117 (Failed: @ai16z/plugin-aptos#build)\", \"2026-01-11 01:14:22\"]\n[\"jonathanmv_lifetime_2026-01-11\", \"jonathanmv\", \"lifetime\", \"2026-01-11\", \"# jonathanmv\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration:** Corrected export definitions within the image generation plugin structure.\\n  - PRs: elizaos/eliza#1831 (fix: add default export to plugin-image-generation), elizaos/eliza#1830 (fix: add default export to plugin-image-generation)\", \"2026-01-11 01:14:22\"]\n[\"AmagiDDmxh_lifetime_2026-01-11\", \"AmagiDDmxh\", \"lifetime\", \"2026-01-11\", \"# AmagiDDmxh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build & Deployment:** Reported discrepancies between published package artifacts and source code.\\n  - Issues: elizaos/eliza#1099 (npm published code is different than the original built code)\", \"2026-01-11 01:14:26\"]\n[\"QingyangKong_lifetime_2026-01-11\", \"QingyangKong\", \"lifetime\", \"2026-01-11\", \"# QingyangKong\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and reported dependency installation failures.\\n  - Issues: elizaos/eliza#992 (PUPPETEER cannot be installed properly)\", \"2026-01-11 01:14:34\"]\n[\"savageops_lifetime_2026-01-11\", \"savageops\", \"lifetime\", \"2026-01-11\", \"# savageops\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **Feature Implementation & Platform Support:** Added specific functional modules and Windows compatibility scripts.\\n  - PRs: elizaos/eliza#997 (add echochambers), elizaos/eliza#2442 (feat: create version.cmd for windows support)\", \"2026-01-11 01:14:36\"]\n[\"rafsan3503_lifetime_2026-01-11\", \"rafsan3503\", \"lifetime\", \"2026-01-11\", \"# rafsan3503\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Documented installation failures related to package management.\\n  - Issues: elizaos/eliza#1041 (Pnmp install failed with ELIFECYCLE error)\", \"2026-01-11 01:14:36\"]\n[\"Studholme_lifetime_2026-01-11\", \"Studholme\", \"lifetime\", \"2026-01-11\", \"# Studholme\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Submitted a request regarding agent configuration and content settings.\\n  - Issues: elizaos/eliza#873 (Give Eliza AI Agents the possibility of having their own NSFW...)\", \"2026-01-11 01:14:39\"]\n[\"BlockJuic3_lifetime_2026-01-11\", \"BlockJuic3\", \"lifetime\", \"2026-01-11\", \"# BlockJuic3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Type Definitions:** Identified and corrected return type signatures for agent initialization functions.\\n  - PRs: elizaos/eliza#1097 (fix: return types of createAgent & startAgent)\", \"2026-01-11 01:14:45\"]\n[\"daojonesceo_lifetime_2026-01-11\", \"daojonesceo\", \"lifetime\", \"2026-01-11\", \"# daojonesceo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 293 hours\\n\\n## Contribution Domains\\n- **Image Generation Configuration:** Implemented configuration overrides for FAL image generation, specifically addressing safety checker settings.\\n  - PRs: elizaos/eliza#814 (FAL image settings escape hatch)\", \"2026-01-11 01:14:49\"]\n[\"c-o-i-n-w-i-t-c-h_lifetime_2026-01-11\", \"c-o-i-n-w-i-t-c-h\", \"lifetime\", \"2026-01-11\", \"# c-o-i-n-w-i-t-c-h\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Stability:** Documented system behavior regarding data volume limits during startup.\\n  - Issues: elizaos/eliza#866 (Reported `pnpm start` crash when knowledge data volume exceeds capacity)\", \"2026-01-11 01:14:50\"]\n[\"notOccupanther_lifetime_2026-01-11\", \"notOccupanther\", \"lifetime\", \"2026-01-11\", \"# notOccupanther\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported runtime errors specific to Windows 11 environments.\\n  - Issues: elizaos/eliza#461 (Windows 11: Command Failed with exit Code 7:)\", \"2026-01-11 01:14:53\"]\n[\"jnaulty_lifetime_2026-01-11\", \"jnaulty\", \"lifetime\", \"2026-01-11\", \"# jnaulty\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 52 hours\\n\\n## Contribution Domains\\n**Feature Development:** Implemented new blockchain integration capabilities.\\n- PRs: elizaos/eliza#934 (feat: add plugin-sui)\\n\\n**Infrastructure & Stability:** Resolved environment configuration errors and updated CI workflow triggers.\\n- PRs: elizaos/eliza#985 (fix: Goat Plugin + AWS S3 Service error when env vars absent), elizaos/eliza#1035 (fix: use pull_request_target for integration tests)\", \"2026-01-11 01:14:53\"]\n[\"superoo7_lifetime_2026-01-11\", \"superoo7\", \"lifetime\", \"2026-01-11\", \"# superoo7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Initiated work on integrating GeckoTerminal functionality.\\n  - PRs: elizaos/eliza#1364 (feat: GeckoTerminal)\", \"2026-01-11 01:14:59\"]\n[\"FGhrawi_lifetime_2026-01-11\", \"FGhrawi\", \"lifetime\", \"2026-01-11\", \"# FGhrawi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified operational behavior regarding model initialization loops.\\n  - Issues: elizaos/eliza#443 (When using Ollama, a long loop of Initializing Ollama Model h...)\", \"2026-01-11 01:15:00\"]\n[\"astinz_lifetime_2026-01-11\", \"astinz\", \"lifetime\", \"2026-01-11\", \"# astinz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Sui Blockchain Integration:** Development of programmable transaction block generation logic for the Sui plugin.\\n  - PRs: elizaos/eliza#1380 (feat: [plugin-sui] programmable transaction block generation ...), elizaos/eliza#1381 (feat: [plugin-sui] programmable transaction block generation ...)\\n- **Telegram Client Enhancements:** Implementation of additional multimedia support within the Telegram client.\\n  - PRs: elizaos/eliza#1837 (feat: Add Extra Multimedia Support for Telegram Client)\", \"2026-01-11 01:15:09\"]\n[\"imwylin_lifetime_2026-01-11\", \"imwylin\", \"lifetime\", \"2026-01-11\", \"# imwylin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to external resource linking within project documentation.\\n  - PRs: elizaos/eliza#1353 (Update DOCUMENTATION links to point to https://elizaOS.github...)\", \"2026-01-11 01:15:10\"]\n[\"nicky-ru_lifetime_2026-01-11\", \"nicky-ru\", \"lifetime\", \"2026-01-11\", \"# nicky-ru\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 3 open\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 33 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Architecture:** Implemented multichain support and refined wallet provider logic within the EVM plugin. Work included adding linting scripts, fixing lint errors, and establishing documentation.\\n  - PRs: elizaos/eliza#1009 (feat: Plugin evm multichain), elizaos/eliza#1701 (EVM plugin wallet provider and transfer action improvements), elizaos/eliza#1171 (fix: add lint script for plugin evm and fix lint errors)\\n- **DePIN Integration:** Initialized the DePIN plugin, introducing a substantial codebase addition to support decentralized physical infrastructure network features.\\n  - PRs: elizaos/eliza#1874 (feat: init DePIN plugin)\", \"2026-01-11 01:15:16\"]\n[\"not-grok_lifetime_2026-01-11\", \"not-grok\", \"lifetime\", \"2026-01-11\", \"# not-grok\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Direct updates to source files without associated Pull Requests.\\n  - Activity: 2 commits modifying 13 files (+303/-42 lines).\\n  - Focus: Feature work (50%) and other tasks (50%).\", \"2026-01-11 01:15:20\"]\n[\"actions-user_lifetime_2026-01-11\", \"actions-user\", \"lifetime\", \"2026-01-11\", \"# actions-user\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Other Work:** Contributions made exclusively via direct commits rather than Pull Requests.\\n  - Metrics: 151 commits modifying 3144 files (+218013/-38900 lines).\\n  - Scope: Work spans various file types with no specific repository ownership or issue linkage recorded.\", \"2026-01-11 01:15:20\"]\n[\"suicidalgoofy_lifetime_2026-01-11\", \"suicidalgoofy\", \"lifetime\", \"2026-01-11\", \"# suicidalgoofy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Service Configuration & Formatting:** Focused on configuration adjustments and output formatting within the Eliza framework.\\n  - PRs: elizaos/eliza#1306 (removed token requirement for gaianet), elizaos/eliza#1626 (fixed double spaced tweets in Post.ts).\", \"2026-01-11 01:15:26\"]\n[\"trbutler4_lifetime_2026-01-11\", \"trbutler4\", \"lifetime\", \"2026-01-11\", \"# trbutler4\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to environment configuration guides and troubleshooting notes within the Eliza framework.\\n  - PRs: elizaos/eliza#1350 (docs: Add documentation on pnpm node version), elizaos/eliza#1348 (adding note on a problem i ran into)\", \"2026-01-11 01:15:29\"]\n[\"amirkhonov_lifetime_2026-01-11\", \"amirkhonov\", \"lifetime\", \"2026-01-11\", \"# amirkhonov\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n**AI Model Integration:** Enhancements to the Ollama provider implementation within the core runtime.\\n- PRs: elizaos/eliza#1338 (fix: Add OLLAMA model to the getTokenForProvider class), elizaos/eliza#3545 (chore: Trim <think> block from Ollama response)\", \"2026-01-11 01:15:33\"]\n[\"0xNerd_lifetime_2026-01-11\", \"0xNerd\", \"lifetime\", \"2026-01-11\", \"# 0xNerd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 3 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Agent Integrations & Clients:** Focused on extending agent capabilities through external service integrations and new client interfaces within the `elizaos` ecosystem.\\n  - PRs: elizaos/eliza#1135 (feat: allow agents to create/buy/sell tokens on FOMO.fund), elizaos/eliza#1337 (feat: Add wordpress client), elizaos/eliza#1336 (Eliza/8ballv1.0.0)\", \"2026-01-11 01:15:36\"]\n[\"edceds_lifetime_2026-01-11\", \"edceds\", \"lifetime\", \"2026-01-11\", \"# edceds\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (1 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Contributions:** No pull requests were authored or merged during this period.\\n- **Review Activity:** Participated in 2 code reviews (1 approval, 1 comment). Specific repository targets were not listed in the provided dataset.\", \"2026-01-11 01:15:41\"]\n[\"jzvikart_lifetime_2026-01-11\", \"jzvikart\", \"lifetime\", \"2026-01-11\", \"# jzvikart\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 4 total (1 approvals, 0 change requests, 3 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Testing & Infrastructure:** Established initial integration and smoke testing frameworks, configured CI/CD environment variables, and managed dependency lockfiles.\\n  - PRs: elizaos/eliza#993 (Initial release of smoke/integration tests), elizaos/eliza#1177 (integration tests fixes + library improvements), elizaos/eliza#1055 (Fix pnpm lockfiles)\", \"2026-01-11 01:15:41\"]\n[\"yang-han_lifetime_2026-01-11\", \"yang-han\", \"lifetime\", \"2026-01-11\", \"# yang-han\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Client Configuration & CLI Output:** Updates to client startup command logging and removal of unused configuration flags within the Eliza project.\\n  - PRs: elizaos/eliza#1163 (chore: print commands to start the client and remove unused -...), elizaos/eliza#1162 (chore: print commands to start the client and remove unused -...), elizaos/eliza#1160 (chore: print commands to start the client and remove unused -...)\", \"2026-01-11 01:15:41\"]\n[\"thomasWos_lifetime_2026-01-11\", \"thomasWos\", \"lifetime\", \"2026-01-11\", \"# thomasWos\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Updates to client documentation and minor string corrections within plugin prompts.\\n  - PRs: elizaos/eliza#2346 (Fix github client README.md), elizaos/eliza#1170 (Fix typo in multiversx plugin prompt for creating token)\", \"2026-01-11 01:15:46\"]\n[\"simpletrontdip_lifetime_2026-01-11\", \"simpletrontdip\", \"lifetime\", \"2026-01-11\", \"# simpletrontdip\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 4 total (1 approvals, 0 change requests, 3 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Telegram Bot Integration:** Implemented Markdown parsing capabilities and enhanced output formatting for the Telegram interface.\\n  - PRs: elizaos/eliza#1229 (feat: add parse mode=Markdown, enhance telegram bot output)\\n- **Data Providers:** Developing integration for the Birdeye provider to support EVM symbols (currently open).\\n  - PRs: elizaos/eliza#1263 (feat: birdeye provider to support all possible evm symbols), elizaos/eliza#1366 (feat: birdeye provider to support all possible evm symbols)\", \"2026-01-11 01:15:52\"]\n[\"derRizzMeister_lifetime_2026-01-11\", \"derRizzMeister\", \"lifetime\", \"2026-01-11\", \"# derRizzMeister\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Expanded project documentation to include German and Thai translations.\\n  - PRs: elizaos/eliza#1262 (feat: add README_DE.md in docs directory), elizaos/eliza#1034 (feat: add README_TH.md in docs directory)\", \"2026-01-11 01:15:55\"]\n[\"gene-zhan_lifetime_2026-01-11\", \"gene-zhan\", \"lifetime\", \"2026-01-11\", \"# gene-zhan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 4 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 522 hours\\n\\n## Contribution Domains\\n- **TEE Verifiable Log Plugin:** Implementation of Trusted Execution Environment (TEE) verifiable logging capabilities and associated API structures. The merged work introduced significant code volume, suggesting the initial scaffolding or integration of the plugin system.\\n  - PRs: elizaos/eliza#1369 (feat: RP for plugin-tee-verifiable-log), elizaos/eliza#1259 (RP for plugin-tee-verifiable-log), elizaos/eliza#1333 (RP for plugin-tee-verifiable-log-api)\", \"2026-01-11 01:15:58\"]\n[\"simsaidev_lifetime_2026-01-11\", \"simsaidev\", \"lifetime\", \"2026-01-11\", \"# simsaidev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 4 open\\n- **Pull Requests Reviewed:** 7 total (0 approvals, 0 change requests, 7 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 37 hours\\n\\n## Contribution Domains\\n- **SimsAI Integration:** Implemented the official SimsAI V1.0 release, introducing a new plugin and client modifications involving substantial codebase additions.\\n  - PRs: elizaos/eliza#2618 (feat(plugin-new): Official SimsAI Release V1.0), elizaos/eliza#2614 (SIMSAI OFFICIAL RELEASE), elizaos/eliza#2337 (Release/v1.1 Simsai Client)\", \"2026-01-11 01:16:01\"]\n[\"renlulu_lifetime_2026-01-11\", \"renlulu\", \"lifetime\", \"2026-01-11\", \"# renlulu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 128 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration:** Exposed hardcoded limits and retry logic as configurable environment variables.\\n  - PRs: elizaos/eliza#1245 (make express payload limit configurable), elizaos/eliza#1244 (make twitter login retry times as env)\\n- **Blockchain Integration:** Implemented token deployment functionality via the Solana Agent Kit.\\n  - PRs: elizaos/eliza#1373 (solana token deploy using solana agent kit)\\n- **Platform Support:** Initiated integration for the Autonome platform.\\n  - PRs: elizaos/eliza#2119 (support autonome platform)\", \"2026-01-11 01:16:06\"]\n[\"GeneFuture_lifetime_2026-01-11\", \"GeneFuture\", \"lifetime\", \"2026-01-11\", \"# GeneFuture\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Source Code Modification:** Code changes were submitted via direct commits rather than Pull Requests.\\n  - Activity: 8 commits modifying 291 files (+25,024/-18,849 lines).\\n  - Focus: 100% attributed to \\\"other work\\\" involving various file types.\", \"2026-01-11 01:16:09\"]\n[\"luisalrp_lifetime_2026-01-11\", \"luisalrp\", \"lifetime\", \"2026-01-11\", \"# luisalrp\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **CI/CD & Infrastructure:** Focused on configuring GitHub Actions workflows for Docker image publication and visibility.\\n  - PRs: elizaos/eliza#1243 (Fix visibility issue github image cicd), elizaos/eliza#1397 (delete not working action on image workflow)\", \"2026-01-11 01:16:12\"]\n[\"jonathangus_lifetime_2026-01-11\", \"jonathangus\", \"lifetime\", \"2026-01-11\", \"# jonathangus\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 77 hours\\n\\n## Contribution Domains\\n- **Core Framework & Plugins:** Implemented dynamic templates for context composition and expanded the Abstract Plugin action set.\\n  - PRs: elizaos/eliza#1467 (feat: Make templates in composeContext dynamic), elizaos/eliza#2531 (feat: Add more actions to Abstract Plugin)\\n- **Infrastructure & Configuration:** Modified docker build commands to exclude linting files and synchronized UI client ports with server environments.\\n  - PRs: elizaos/eliza#3110 (fix: docker build command by skipping eslint files), elizaos/eliza#1239 (fix: Sync UI Client with server port env)\", \"2026-01-11 01:16:15\"]\n[\"yjshi2015_lifetime_2026-01-11\", \"yjshi2015\", \"lifetime\", \"2026-01-11\", \"# yjshi2015\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Updates to character definition JSON files.\\n  - PRs: elizaos/eliza#1237 (Update trump.character.json - Enhance terminology in the project)\", \"2026-01-11 01:16:17\"]\n[\"azurwastaken_lifetime_2026-01-11\", \"azurwastaken\", \"lifetime\", \"2026-01-11\", \"# azurwastaken\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Implemented multilingual support for project documentation, specifically adding French, Spanish, and Italian translations.\\n  - PRs: elizaos/eliza#1236 (Update README for french, spanish and italian language)\", \"2026-01-11 01:16:20\"]\n[\"mobi8_lifetime_2026-01-11\", \"mobi8\", \"lifetime\", \"2026-01-11\", \"# mobi8\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration:** Proposed addition of Python dependency requirements file.\\n  - PRs: elizaos/eliza#1228 (Create requirements.txt)\", \"2026-01-11 01:16:22\"]\n[\"tungpun_lifetime_2026-01-11\", \"tungpun\", \"lifetime\", \"2026-01-11\", \"# tungpun\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Telegram Configuration:** Implementation of configuration settings for user whitelisting.\\n  - PRs: elizaos/eliza#1230 (chore: added config for to whitelist telegram user), elizaos/eliza#1231 (chore: added config to whitelist the telegram users)\\n- **API Stability:** Modifications to message emission logic to resolve race conditions.\\n  - PRs: elizaos/eliza#6137 (chore: rm the message emit in src api to avoid race condition)\", \"2026-01-11 01:16:23\"]\n[\"danbednarski_lifetime_2026-01-11\", \"danbednarski\", \"lifetime\", \"2026-01-11\", \"# danbednarski\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance:** Executed script cleanup and code removal within the Eliza repository.\\n  - PRs: elizaos/eliza#1218 (chore: clean up scripts)\", \"2026-01-11 01:16:29\"]\n[\"9547_lifetime_2026-01-11\", \"9547\", \"lifetime\", \"2026-01-11\", \"# 9547\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 3 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Updates to repository naming conventions and language-specific documentation.\\n  - PRs: elizaos/eliza#1679 (rename ai16z/eliza to elizaOS/eliza), elizaos/eliza#1201 (add python 3.7 to cn docs)\\n\\n- **Core Maintenance & Refactoring:** Optimization of core logic and cleanup of unused dependencies.\\n  - PRs: elizaos/eliza#1686 (remove await from trimTokens), elizaos/eliza#1716 (remove unused zksync-era imports)\", \"2026-01-11 01:16:32\"]\n[\"chefron_lifetime_2026-01-11\", \"chefron\", \"lifetime\", \"2026-01-11\", \"# chefron\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Platform Integrations:** Work focused on social media interaction logic and audio platform extensions.\\n  - PRs: elizaos/eliza#1215 (modify Twitter interaction rules, create SoundCloud plugin)\", \"2026-01-11 01:16:34\"]\n[\"tobbelobb_lifetime_2026-01-11\", \"tobbelobb\", \"lifetime\", \"2026-01-11\", \"# tobbelobb\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 59 hours\\n\\n## Contribution Domains\\n- **Caching Logic:** Adjusted execution order for file operations to ensure summary files exist prior to caching attempts.\\n  - PRs: elizaos/eliza#1205 (fix: write summary file before trying to cache it)\", \"2026-01-11 01:16:38\"]\n[\"marcNY_lifetime_2026-01-11\", \"marcNY\", \"lifetime\", \"2026-01-11\", \"# marcNY\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project documentation files.\\n  - PRs: elizaos/eliza#1209 (docs: Update README.md)\", \"2026-01-11 01:16:38\"]\n[\"mradian1_lifetime_2026-01-11\", \"mradian1\", \"lifetime\", \"2026-01-11\", \"# mradian1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Game Integration:** Implemented an AI companion feature for a CRASH game involving code and configuration changes across 9 files.\\n  - PRs: elizaos/eliza#1179 (AI Companion to CRASH game)\", \"2026-01-11 01:16:42\"]\n[\"AbdelStark_lifetime_2026-01-11\", \"AbdelStark\", \"lifetime\", \"2026-01-11\", \"# AbdelStark\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 4 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Protocol Integration:** Focused on implementing decentralized communication clients and payment plugins within the `eliza` repository.\\n  - PRs: elizaos/eliza#1181 (Feature: Implement Nostr client), elizaos/eliza#1278 (feat: Bitcoin Lightning Network plugin), elizaos/eliza#2982 (feat: Implement Nostr client)\", \"2026-01-11 01:16:45\"]\n[\"tripluca_lifetime_2026-01-11\", \"tripluca\", \"lifetime\", \"2026-01-11\", \"# tripluca\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Text Corrections:** Proposed grammatical adjustments and documentation enhancements regarding Discord token resolution.\\n  - PRs: elizaos/eliza#1176 (fix: Change 'INFORMATIONS' to 'INFORMATION')\\n  - Issues: elizaos/eliza#1269 (Docs: Add Discord token resolution guide)\", \"2026-01-11 01:16:47\"]\n[\"salmanpot_lifetime_2026-01-11\", \"salmanpot\", \"lifetime\", \"2026-01-11\", \"# salmanpot\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Focused on Twitter/X integration and bot automation capabilities within the Eliza ecosystem.\\n  - PRs: elizaos/eliza#1169 (Feat/km eliza bot), elizaos/eliza#971 (feat: add plugin to retrieve Twitter/X sporting trends), elizaos/eliza#968 (feat: KM Eliza tweet automation).\", \"2026-01-11 01:16:49\"]\n[\"cwrage77_lifetime_2026-01-11\", \"cwrage77\", \"lifetime\", \"2026-01-11\", \"# cwrage77\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implementation of a news plugin involving configuration updates and test additions (+849 lines).\\n  - PRs: elizaos/eliza#1193 (Feature/news plugin)\", \"2026-01-11 01:16:49\"]\n[\"tqdpham96_lifetime_2026-01-11\", \"tqdpham96\", \"lifetime\", \"2026-01-11\", \"# tqdpham96\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Focused exclusively on documentation updates, including the creation of a Vietnamese README and corrections to character file specifications.\\n  - PRs: elizaos/eliza#1058 (feat: create README_VI.md), elizaos/eliza#1042 (docs: characterfile.md docs outdated with latest eliza version)\", \"2026-01-11 01:16:53\"]\n[\"aramxc_lifetime_2026-01-11\", \"aramxc\", \"lifetime\", \"2026-01-11\", \"# aramxc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Test Infrastructure & Configuration:** Implemented improvements to environment validation and logging specifically for smoke testing workflows.\\n  - PRs: elizaos/eliza#1046 (chore: improve smokeTests environment validation and logging)\", \"2026-01-11 01:16:58\"]\n[\"mgavrila_lifetime_2026-01-11\", \"mgavrila\", \"lifetime\", \"2026-01-11\", \"# mgavrila\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 102 hours\\n\\n## Contribution Domains\\n- **MultiversX Plugin Integration:** Implemented and expanded the MultiversX plugin for the Eliza framework, introducing initial functionality, swap features, and subsequent fixes.\\n  - PRs: elizaos/eliza#860 (feat: multiversx plugin), elizaos/eliza#2651 (feat: Add swap & improvements for multiversx-plugin), elizaos/eliza#2017 (fix: fix multiversx-plugin)\", \"2026-01-11 01:16:59\"]\n[\"rarepepi_lifetime_2026-01-11\", \"rarepepi\", \"lifetime\", \"2026-01-11\", \"rarepepi focused exclusively on DevOps configuration within the `elizaos/eliza` repository during December 2024. Contributions targeted Docker environment stability, specifically enabling default non-interactive modes for cloud instances and removing redundant Docker Compose commands to streamline build processes.\\n\\n# rarepepi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Docker Configuration:** Addressed containerization settings for cloud deployment environments and build script redundancy.\\n  - PRs: elizaos/eliza#796 (fix: Docker default non-interactive mode for Cloud instances), elizaos/eliza#1139 (fix: remove docker compose command)\", \"2026-01-11 01:17:04\"]\n[\"AndyBoWu_lifetime_2026-01-11\", \"AndyBoWu\", \"lifetime\", \"2026-01-11\", \"# AndyBoWu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Elizaos Development:** Opened a pull request referencing \\\"Sla 481\\\".\\n  - PRs: elizaos/eliza#1138 (Sla 481)\", \"2026-01-11 01:17:07\"]\n[\"jacob-tucker_lifetime_2026-01-11\", \"jacob-tucker\", \"lifetime\", \"2026-01-11\", \"# jacob-tucker\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 44 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Introduced a new story plugin module, modifying 65 files with a mix of code and configuration changes.\\n  - PRs: elizaos/eliza#1030 (feat: plugin-story)\", \"2026-01-11 01:17:08\"]\n[\"azep-ninja_lifetime_2026-01-11\", \"azep-ninja\", \"lifetime\", \"2026-01-11\", \"# azep-ninja\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 19 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 53 hours\\n\\n## Contribution Domains\\n**Platform Integrations (Discord & Telegram)**\\nImplemented team features and autonomous agent capabilities across major chat platforms.\\n- PRs: elizaos/eliza#1033 (Add Telegram Team features), elizaos/eliza#1032 (Add Discord Team features), elizaos/eliza#2338 (Telegram autonomous agent enhancement), elizaos/eliza#2335 (Discord autonomous agent enhancement), elizaos/eliza#957 (Updated characters types, Discord & Telegram enhancements).\\n\\n**Core Systems & RAG Architecture**\\nRefactored knowledge management and optimized retrieval-augmented generation flows.\\n- PRs: elizaos/eliza#1620 (Separate Knowledge system + Multi-Agent RAG Optimization), elizaos/eliza#3248 (RAG optimizations/fixes for context).\\n\\n**Plugin Development**\\nAdded new providers and security analysis tools.\\n- PRs: elizaos/eliza#1126 (Add GitBook Plugin provider), elizaos/eliza#2391 (Quick intel plugin for token security analysis), elizaos/eliza#3208 (Quick-intel plugin optimizations & fixes).\\n\\n**Bug Fixes & Maintenance**\\nAddressed client-specific bugs and duplicate logic.\\n- PRs: elizaos/eliza#1606 (Fix double responses from Continue Action), elizaos/eliza#1607 (Fix Google API Key passing), elizaos/eliza#1140 (Telegram client duplicate function removal), elizaos/eliza#3286 (Twitter actions suppress ability).\\n\\n## Contribution Patterns\\n- **Code patterns:** Delivers feature parity across platforms simultaneously (e.g., applying \\\"Team features\\\" or \\\"suppress action ability\\\" to Discord, Telegram, and Twitter in parallel batches).\\n- **Code patterns:** Submits large-scale architectural changes involving high line-count modifications (e.g., RAG optimization and Plugin additions).\\n- **Collaboration patterns:** Focuses exclusively on `elizaos/eliza` without cross-repository activity.\\n- **Review patterns:** Minimal engagement in code review for other contributors (2 total reviews).\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024 with platform-specific enhancements.\\n- **Growth phases:** Expanded scope in January 2025 to include substantial plugin development (GitBook, Quick Intel) and core RAG system refactoring.\\n- **Current:** Recent activity in February 2025 focuses on refining action suppression logic across multiple client integrations (Twitter, Telegram, Discord) and optimizing the Quick Intel plugin.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 1% (LOW)\\n- **Work Structure:** 0% of merged PRs link to tracked issues (LOW), suggesting work is self-directed or coordinated outside of GitHub issues.\\n- **Review Dependencies:** Approvals primarily provided by @shakkernerd (7 approvals) and @monilpat (4 approvals) (HIGH).\", \"2026-01-11 01:17:10\"]\n[\"allenchuang_lifetime_2026-01-11\", \"allenchuang\", \"lifetime\", \"2026-01-11\", \"# allenchuang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Modifications:** Changes submitted via direct commits rather than Pull Requests.\\n  - Activity: 11 commits resulting in modifications to 63 files (+5802/-3986 lines).\\n  - Focus: Work categorized primarily as \\\"other work\\\" (82%) across various file types.\", \"2026-01-11 01:17:15\"]\n[\"erise133_lifetime_2026-01-11\", \"erise133\", \"lifetime\", \"2026-01-11\", \"# erise133\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Integration of alternative templating engines within the core library.\\n  - PRs: elizaos/eliza#1136 (added support for handlebars templating engine as an option)\\n- **Runtime Maintenance:** Process lifecycle management and cleanup operations.\\n  - PRs: elizaos/eliza#2398 (invoke exit code 0 after positive cleanup)\", \"2026-01-11 01:17:20\"]\n[\"eledra89_lifetime_2026-01-11\", \"eledra89\", \"lifetime\", \"2026-01-11\", \"# eledra89\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Core Integrations:** Initiated work to implement a GitHub client within the core application structure.\\n  - PRs: elizaos/eliza#1134 (Feat/add GitHub client to core)\", \"2026-01-11 01:17:23\"]\n[\"xren_lifetime_2026-01-11\", \"xren\", \"lifetime\", \"2026-01-11\", \"# xren\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Changes:** Modifications applied directly via commits rather than Pull Requests.\\n  - Activity: 3 commits modifying 11 files (+15,775/-20,012 lines). No specific repository or PR links available.\", \"2026-01-11 01:17:25\"]\n[\"MbBrainz_lifetime_2026-01-11\", \"MbBrainz\", \"lifetime\", \"2026-01-11\", \"# MbBrainz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Model Provider Integration:** Expanded available model providers within the Eliza framework to include Akash Network.\\n  - PRs: elizaos/eliza#1131 (feat: Add `chatapi.akash.network` to available list of model ...)\\n- **Bot Interaction Logic:** Documented failure states regarding Telegram bot-to-bot message processing.\\n  - Issues: elizaos/eliza#2076 (Bot Fails to Process Telegram Messages from Other Bots Despit...)\", \"2026-01-11 01:17:30\"]\n[\"arose00_lifetime_2026-01-11\", \"arose00\", \"lifetime\", \"2026-01-11\", \"# arose00\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 159 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented support for ZKsync Era via a new plugin.\\n  - PRs: elizaos/eliza#906 (Adding plugin for ZKsync Era)\", \"2026-01-11 01:17:32\"]\n[\"seanbhart_lifetime_2026-01-11\", \"seanbhart\", \"lifetime\", \"2026-01-11\", \"# seanbhart\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration Logic:** Submitted changes to ensure character configuration model settings are respected.\\n  - PRs: elizaos/eliza#845 (fix: respect character config model settings)\", \"2026-01-11 01:17:36\"]\n[\"qgpcybs_lifetime_2026-01-11\", \"qgpcybs\", \"lifetime\", \"2026-01-11\", \"# qgpcybs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 269 hours\\n\\n## Contribution Domains\\n- **Image Handling:** Modified image loading logic to support variable endpoints within the Eliza framework.\\n  - PRs: elizaos/eliza#837 (fix: load image from diff endpoints)\", \"2026-01-11 01:17:42\"]\n[\"brunocalmels_lifetime_2026-01-11\", \"brunocalmels\", \"lifetime\", \"2026-01-11\", \"# brunocalmels\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to plugin list numbering and titles.\\n  - PRs: elizaos/eliza#1107 (Documentation: Plugin list numbering and titles)\", \"2026-01-11 01:17:42\"]\n[\"arose0_lifetime_2026-01-11\", \"arose0\", \"lifetime\", \"2026-01-11\", \"# arose0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Submission:** Direct code modifications without associated pull requests.\\n  - Activity: 1 commit modifying 9 files (+336/-0 lines) classified as other work.\", \"2026-01-11 01:17:45\"]\n[\"0xCardinalError_lifetime_2026-01-11\", \"0xCardinalError\", \"lifetime\", \"2026-01-11\", \"# 0xCardinalError\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 9 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **DeFi & Blockchain Integrations:** Implemented plugins for external data providers and EVM chain support.\\n  - PRs: elizaos/eliza#2325 (Dexscreener trending), elizaos/eliza#3170 (CoinGecko advanced pools), elizaos/eliza#2296 (Gitcoin passport), elizaos/eliza#949 (EVM chains).\\n- **Agent Runtime & Configuration:** Enhanced local execution capabilities and default agent profiles.\\n  - PRs: elizaos/eliza#1415 (Multiple agents on localhost), elizaos/eliza#1124 (Added Dobby and C3PO agents).\\n\\n## Contribution Patterns\\n- **Code patterns:** Submits large-scale feature additions with high line-count changes (e.g., +5068 lines in elizaos/eliza#2325).\\n- **Review patterns:** Focuses exclusively on authoring; recorded zero code reviews for other contributors.\\n- **Collaboration patterns:** Works primarily within `elizaos/eliza` without cross-repository activity.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024 with EVM chain support (elizaos/eliza#949).\\n- **Current:** Activity in February 2025 concentrated on advanced DeFi data integrations (CoinGecko, Dexscreener).\\n\\n## Organizational Signals\\n- **Repo Ownership:** 0% ownership of `elizaos/eliza` (Low confidence).\\n- **Work Structure:** 0% of merged PRs linked to tracked issues (Medium confidence).\\n- **Review Dependencies:** Relies on @odilitime and @wtfsayo for approvals (High confidence).\", \"2026-01-11 01:17:46\"]\n[\"ayush11r_lifetime_2026-01-11\", \"ayush11r\", \"lifetime\", \"2026-01-11\", \"# ayush11r\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or code changes were recorded in this period. Activity consists solely of 1 pull request review approval, though specific repository details were not provided in the dataset.\", \"2026-01-11 01:17:50\"]\n[\"IkigaiLabsETH_lifetime_2026-01-11\", \"IkigaiLabsETH\", \"lifetime\", \"2026-01-11\", \"# IkigaiLabsETH\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 5 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Solana & NFT Integration:** Focused on expanding NFT capabilities within the Solana plugin, including collection tracking, floor price retrieval, and automated tweeting of opportunities.\\n  - PRs: elizaos/eliza#2189 (feat: nft collections getownednfts createlisting getfloorlist...), elizaos/eliza#2297 (Feature/nft opportunities tweet), elizaos/eliza#2163 (feat: NFT PRO), elizaos/eliza#1047 (fix: add API keys to solana plugin config)\", \"2026-01-11 01:17:55\"]\n[\"aleks1k_lifetime_2026-01-11\", \"aleks1k\", \"lifetime\", \"2026-01-11\", \"# aleks1k\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Synchronization:** Opened a pull request related to upstream alignment.\\n  - PRs: elizaos/eliza#1037 (upstream)\", \"2026-01-11 01:17:55\"]\n[\"velgarita_lifetime_2026-01-11\", \"velgarita\", \"lifetime\", \"2026-01-11\", \"# velgarita\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Client Integration:** Modifications to the Twitter client implementation involving code and configuration adjustments.\\n  - PRs: elizaos/eliza#989 (Modify twitter client)\", \"2026-01-11 01:17:58\"]\n[\"sergical_lifetime_2026-01-11\", \"sergical\", \"lifetime\", \"2026-01-11\", \"# sergical\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to repository README files.\\n  - PRs: elizaos/eliza#1025 (docs: Update README.md), elizaos/eliza#1024 (docs: Update README.md)\", \"2026-01-11 01:18:00\"]\n[\"shengxj1_lifetime_2026-01-11\", \"shengxj1\", \"lifetime\", \"2026-01-11\", \"# shengxj1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Codebase Modernization & Tooling:** Focused on updating JavaScript syntax standards (specifically variable declarations) and optimizing linting configurations.\\n  - PRs: elizaos/eliza#1056 (improve eslint by --cache), elizaos/eliza#2023 (modernize code with mordern javascript), elizaos/eliza#2020 (remote var with let)\", \"2026-01-11 01:18:03\"]\n[\"zkSoju_lifetime_2026-01-11\", \"zkSoju\", \"lifetime\", \"2026-01-11\", \"# zkSoju\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Capabilities:** Proposed large-scale implementation of new agents and project management features, involving modifications to over 200 files and significant line count churn (+25k/-24k lines).\\n  - PRs: elizaos/eliza#1001 (feat: add new agents and PM capabilities)\", \"2026-01-11 01:18:08\"]\n[\"cryptofish7_lifetime_2026-01-11\", \"cryptofish7\", \"lifetime\", \"2026-01-11\", \"# cryptofish7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Corrected initialization logic or naming conventions within the codebase.\\n  - PRs: elizaos/eliza#1000 (fix: typo initialize)\", \"2026-01-11 01:18:10\"]\n[\"sin-bufan_lifetime_2026-01-11\", \"sin-bufan\", \"lifetime\", \"2026-01-11\", \"# sin-bufan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 2 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 38 hours\\n\\n## Contribution Domains\\n- **Farcaster Client Integration:** Refactored environment configuration and implemented fixes for action callbacks and processing logic.\\n  - PRs: elizaos/eliza#2087 (refactor: farcaster client env configuration), elizaos/eliza#1002 (fix: add callback to action in farcaster client), elizaos/eliza#963 (Fix farcaster client process action issue)\\n\\n- **Twitter Client Configuration:** Standardized timing units for action intervals and updated message structure definitions.\\n  - PRs: elizaos/eliza#1738 (fix: standardize ACTION_INTERVAL unit to minutes), elizaos/eliza#2270 (fix: update message structure in TwitterInteractionClient)\", \"2026-01-11 01:18:13\"]\n[\"bkellgren_lifetime_2026-01-11\", \"bkellgren\", \"lifetime\", \"2026-01-11\", \"# bkellgren\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Introduced a new client integration for LinkedIn, comprising code, configuration, and documentation.\\n  - PRs: elizaos/eliza#973 (LinkedIn Client)\", \"2026-01-11 01:18:19\"]\n[\"GottliebFreudenreich_lifetime_2026-01-11\", \"GottliebFreudenreich\", \"lifetime\", \"2026-01-11\", \"# GottliebFreudenreich\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Established German language support for the repository documentation.\\n  - PRs: elizaos/eliza#995 (feat: create README_DE.md)\", \"2026-01-11 01:18:22\"]\n[\"amesemyta1_lifetime_2026-01-11\", \"amesemyta1\", \"lifetime\", \"2026-01-11\", \"# amesemyta1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Proposed updates to Stable Diffusion image generation capabilities. The work involves a substantial rewrite of existing logic or configuration, evidenced by high line churn (+1212/-1156) within a small number of files.\\n  - PRs: elizaos/eliza#1700 (Plugin sd image)\", \"2026-01-11 01:18:24\"]\n[\"ebrakke_lifetime_2026-01-11\", \"ebrakke\", \"lifetime\", \"2026-01-11\", \"# ebrakke\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:**\\n  - Recorded 1 review comment (target repository and PR details not provided in source data).\", \"2026-01-11 01:18:24\"]\n[\"youssefea_lifetime_2026-01-11\", \"youssefea\", \"lifetime\", \"2026-01-11\", \"# youssefea\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bot Integrations:** Submitted initial implementation for a bot leveraging Superfluid protocols.\\n  - PRs: elizaos/eliza#966 (initial bot using superfluid)\", \"2026-01-11 01:18:31\"]\n[\"themeshri_lifetime_2026-01-11\", \"themeshri\", \"lifetime\", \"2026-01-11\", \"# themeshri\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Activity:** No pull requests or issues were authored during this period.\\n- **Review Activity:** Recorded 1 review comment. No specific repository data available for this interaction.\", \"2026-01-11 01:18:34\"]\n[\"cloeper_lifetime_2026-01-11\", \"cloeper\", \"lifetime\", \"2026-01-11\", \"# cloeper\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Submitted a pull request involving significant line count adjustments (+1416/-2475) across code (78%) and configuration (22%) files.\\n  - PRs: elizaos/eliza#950 (CAN DELETE)\", \"2026-01-11 01:18:37\"]\n[\"dylan1951_lifetime_2026-01-11\", \"dylan1951\", \"lifetime\", \"2026-01-11\", \"# dylan1951\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 64 hours\\n\\n## Contribution Domains\\n- **AI Provider Integration:** Implemented a new provider integration for NanoGPT.\\n  - PRs: elizaos/eliza#926 (feat: Add NanoGPT provider)\", \"2026-01-11 01:18:42\"]\n[\"eternal-ai-org_lifetime_2026-01-11\", \"eternal-ai-org\", \"lifetime\", \"2026-01-11\", \"# eternal-ai-org\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n- **Decentralized Inference & Provider Integration:** Implemented core support for the EternalAI provider, including decentralized inferencing capabilities and request/response logging.\\n  - PRs: elizaos/eliza#516 (feat: Add decentralized inferencing for Eliza (LLAMA, Hermes,...), elizaos/eliza#1740 (feat: support for eternalai provider can write request/respon...), elizaos/eliza#1938 (feat: support for eternalai provider can make request with ch...)\\n- **Agent Configuration & Transformation:** Added environment configuration for models and transformers for onchain agents.\\n  - PRs: elizaos/eliza#2319 (feat: Onchain Agent Transformer - transform any Eliza agents ...), elizaos/eliza#927 (feat: Config eternalai model from env)\", \"2026-01-11 01:18:42\"]\n[\"boxhock_lifetime_2026-01-11\", \"boxhock\", \"lifetime\", \"2026-01-11\", \"# boxhock\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Configuration & Environment:** Addressed environment variable handling for specific model integrations.\\n  - PRs: elizaos/eliza#924 (fix: use of Heurist model env vars)\", \"2026-01-11 01:18:42\"]\n[\"guzus_lifetime_2026-01-11\", \"guzus\", \"lifetime\", \"2026-01-11\", \"# guzus\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 177 hours\\n\\n## Contribution Domains\\n- **Configuration & Maintenance:** Updates to environment configuration documentation and formatting.\\n  - PRs: elizaos/eliza#897 (improve formatting of .env.example for better readability)\", \"2026-01-11 01:18:52\"]\n[\"f58637547_lifetime_2026-01-11\", \"f58637547\", \"lifetime\", \"2026-01-11\", \"# f58637547\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Repository Structure:** Current activity focuses on large-scale updates within the `elizaos/eliza` repository, involving modifications to 230 files with a primary classification of documentation.\\n  - PRs: elizaos/eliza#854 (Agentf branch)\", \"2026-01-11 01:18:53\"]\n[\"CREWorx_lifetime_2026-01-11\", \"CREWorx\", \"lifetime\", \"2026-01-11\", \"# CREWorx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Deployment Configuration:** Updates to deployment settings and associated documentation, specifically targeting Fly.io integration.\\n  - PRs: elizaos/eliza#865 (Flyio new files)\", \"2026-01-11 01:18:54\"]\n[\"oleksii-cyber_lifetime_2026-01-11\", \"oleksii-cyber\", \"lifetime\", \"2026-01-11\", \"# oleksii-cyber\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Submitted a large-scale integration for a \\\"deva client,\\\" modifying over 500 files in a single open pull request.\\n  - PRs: elizaos/eliza#823 (feature: deva client)\", \"2026-01-11 01:18:54\"]\n[\"8bitsats_lifetime_2026-01-11\", \"8bitsats\", \"lifetime\", \"2026-01-11\", \"# 8bitsats\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Terminal Integration:** Initiated work on a terminal interface integration.\\n  - PRs: elizaos/eliza#455 (Cheshire Terminal)\", \"2026-01-11 01:19:02\"]\n[\"WNUMIK_lifetime_2026-01-11\", \"WNUMIK\", \"lifetime\", \"2026-01-11\", \"# WNUMIK\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 6 opened, 6 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Deployment:** Reported configuration and execution errors within Docker and cloud environments.\\n  - Issues: elizaos/eliza#2387 (unset variables docker compose bug), elizaos/eliza#2343 (Running in cloud from docker image BUG), elizaos/eliza#3385 (Agent is stuck on start Docker/Cloud).\\n- **Application Functionality:** Documented runtime errors affecting search capabilities and feature modules.\\n  - Issues: elizaos/eliza#3546 (RAG Search Error), elizaos/eliza#3021 (Plugins), elizaos/eliza#2606 (Posts).\", \"2026-01-11 01:19:07\"]\n[\"chen4903_lifetime_2026-01-11\", \"chen4903\", \"lifetime\", \"2026-01-11\", \"# chen4903\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identified dependency resolution failures in the EVM plugin.\\n  - Issues: elizaos/eliza#2411 (plugin-evm: Error: Failed to resolve entry for package)\", \"2026-01-11 01:19:08\"]\n[\"amit0365_lifetime_2026-01-11\", \"amit0365\", \"lifetime\", \"2026-01-11\", \"# amit0365\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Polymarket Integration:** Opened a work-in-progress pull request referenced as a Polymarket integration.\\n  - PRs: elizaos/eliza#708 (polymarket wip) - Contains modifications to 185 files (+5318/-4607 lines) currently classified as documentation updates.\", \"2026-01-11 01:19:10\"]\n[\"ae9is_lifetime_2026-01-11\", \"ae9is\", \"lifetime\", \"2026-01-11\", \"# ae9is\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 30 hours\\n\\n## Contribution Domains\\n- **Image Description Service:** Resolved bugs affecting the image description service within the node plugin configuration.\\n  - PRs: elizaos/eliza#2375 (fix: #2373 Fix image description)\", \"2026-01-11 01:19:15\"]\n[\"jeongtai_lifetime_2026-01-11\", \"jeongtai\", \"lifetime\", \"2026-01-11\", \"# jeongtai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Integration Debugging:** Documented operational anomalies regarding Twitter bot functionality and deployment environments within the `elizaos/eliza` repository.\\n  - Issues: elizaos/eliza#2372 (Twitter Authentication Fails on AWS EC2 Instance), elizaos/eliza#2423 (Unexpected JSON Metadata in Twitter Bot Replies), elizaos/eliza#2424 (Unexpected Behavior: Bot Ignoring Custom Twitter Target Users)\", \"2026-01-11 01:19:18\"]\n[\"MarcosOyler_lifetime_2026-01-11\", \"MarcosOyler\", \"lifetime\", \"2026-01-11\", \"# MarcosOyler\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration:** Reported behavior regarding API key usage when running multiple characters.\\n  - Issues: elizaos/eliza#2312 (Issue running multiple characters with API key)\", \"2026-01-11 01:19:19\"]\n[\"TbLtzk_lifetime_2026-01-11\", \"TbLtzk\", \"lifetime\", \"2026-01-11\", \"# TbLtzk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Identified and resolved an issue where model configurations failed to load from character files within the Eliza framework.\\n  - PRs: elizaos/eliza#3313 (fix: read modelConfig from character file)\", \"2026-01-11 01:19:22\"]\n[\"aiopinions_lifetime_2026-01-11\", \"aiopinions\", \"lifetime\", \"2026-01-11\", \"# aiopinions\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened an inquiry regarding tweet truncation and configuration adjustments.\\n  - Issues: elizaos/eliza#2277 (the tweets are getting cutoff... where can i adjust the tweet...)\", \"2026-01-11 01:19:27\"]\n[\"benjiqq_lifetime_2026-01-11\", \"benjiqq\", \"lifetime\", \"2026-01-11\", \"# benjiqq\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Documented configuration loading errors within the Eliza framework.\\n  - Issues: elizaos/eliza#2250 (model loading from .env fails)\", \"2026-01-11 01:19:31\"]\n[\"lincheoll_lifetime_2026-01-11\", \"lincheoll\", \"lifetime\", \"2026-01-11\", \"# lincheoll\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 8 opened, 8 closed\\n- **Avg Time to Merge:** 17 hours\\n\\n## Contribution Domains\\n- **Bug Fixes & Input Handling:** Resolved input method editor (IME) duplication issues and corrected boolean parsing logic for plugin configurations.\\n  - PRs: elizaos/eliza#2274 (Fix IME multiple message submission), elizaos/eliza#2560 (Correct boolean parsing for OpenAI plugin), elizaos/eliza#2650 (Resolve chat error in openai-plugin).\\n- **Feature Enhancements & Data Logic:** Implemented channel restrictions for Discord bots and adjusted knowledge storage handling.\\n  - PRs: elizaos/eliza#2743 (Restrict discord bot to allowed channels), elizaos/eliza#3435 (Fix stringKnowledge storage in ragKnowledge).\", \"2026-01-11 01:19:33\"]\n[\"piquebu_lifetime_2026-01-11\", \"piquebu\", \"lifetime\", \"2026-01-11\", \"# piquebu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Identified and reported environment synchronization errors regarding package managers.\\n  - Issues: elizaos/eliza#2215 (pnpm outdated lockfile error)\", \"2026-01-11 01:19:35\"]\n[\"mbarnig_lifetime_2026-01-11\", \"mbarnig\", \"lifetime\", \"2026-01-11\", \"# mbarnig\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented environment setup and installation errors.\\n  - Issues: elizaos/eliza#2203 (pnpm install and start errors)\", \"2026-01-11 01:19:44\"]\n[\"BroccoliFin_lifetime_2026-01-11\", \"BroccoliFin\", \"lifetime\", \"2026-01-11\", \"# BroccoliFin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Local Environment Configuration:** Opened inquiry regarding local model execution on Apple Silicon hardware.\\n  - Issues: elizaos/eliza#2200 (Using locally installed models on Mac M1/Use of alternative models)\", \"2026-01-11 01:19:46\"]\n[\"wesfloyd_lifetime_2026-01-11\", \"wesfloyd\", \"lifetime\", \"2026-01-11\", \"# wesfloyd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Updates to dependency lockfiles to address frozen states.\\n  - PRs: elizaos/eliza#2330 (Fixing Frozen pnpm-lock.yaml)\", \"2026-01-11 01:19:47\"]\n[\"marcomarchesi_lifetime_2026-01-11\", \"marcomarchesi\", \"lifetime\", \"2026-01-11\", \"# marcomarchesi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Structure:** Proposed reorganization of file structure for documentation.\\n  - Issues: elizaos/eliza#2210 (Reorganize the README files, move them from the root folder)\", \"2026-01-11 01:19:47\"]\n[\"oleksii-at-fully_lifetime_2026-01-11\", \"oleksii-at-fully\", \"lifetime\", \"2026-01-11\", \"# oleksii-at-fully\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Work:** Modified 23 files (+848/-304 lines) via 2 commits across various file types.\\n  - PRs: None recorded.\", \"2026-01-11 01:19:48\"]\n[\"Clinksys_lifetime_2026-01-11\", \"Clinksys\", \"lifetime\", \"2026-01-11\", \"# Clinksys\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented behavior regarding agent integration with external platforms.\\n  - Issues: elizaos/eliza#1958 (Agent Generates Tweets But Never Publishes to Twitter)\", \"2026-01-11 01:19:57\"]\n[\"chuasonglin1995_lifetime_2026-01-11\", \"chuasonglin1995\", \"lifetime\", \"2026-01-11\", \"# chuasonglin1995\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 5 total (0 approvals, 0 change requests, 5 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 109 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented 0x plugin integration to enable swapping on EVM chains.\\n  - PRs: elizaos/eliza#2329 (feat(new-plugin): 0x plugin to swap on evms)\\n- **Service Architecture:** Refactored web search capabilities into a dedicated service structure and introduced configuration parameters for message suppression.\\n  - PRs: elizaos/eliza#2195 (refactor: websearch into a service), elizaos/eliza#2066 (feat: Minor Improvement: Add `suppressInitialMessage` to webS...)\", \"2026-01-11 01:20:00\"]\n[\"MarcusWentz_lifetime_2026-01-11\", \"MarcusWentz\", \"lifetime\", \"2026-01-11\", \"# MarcusWentz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Architecture:** Initiated discussion regarding WebAssembly compatibility.\\n  - Issues: elizaos/eliza#1991 (WASM support for agents?)\", \"2026-01-11 01:20:02\"]\n[\"Bryan-Orifice_lifetime_2026-01-11\", \"Bryan-Orifice\", \"lifetime\", \"2026-01-11\", \"# Bryan-Orifice\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime errors related to embeddings when accessing the application via localhost.\\n  - Issues: elizaos/eliza#1870 (Eliza throws embeddings error on http://localhost:3000 access)\", \"2026-01-11 01:20:03\"]\n[\"Ansh1902396_lifetime_2026-01-11\", \"Ansh1902396\", \"lifetime\", \"2026-01-11\", \"# Ansh1902396\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build & Dependencies:** Identified and tracked issues related to package lock files and missing dependencies.\\n  - Issues: elizaos/eliza#2183 (Lock file errors or missing dependency)\\n- **General Development:** Submitted open work involving significant line volume changes (+9684/-3853 lines) across 89 files.\\n  - PRs: elizaos/eliza#3709 (updayte)\", \"2026-01-11 01:20:03\"]\n[\"haskell-monad_lifetime_2026-01-11\", \"haskell-monad\", \"lifetime\", \"2026-01-11\", \"# haskell-monad\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Proposed extension of functionality to support the Cardano blockchain.\\n  - PRs: elizaos/eliza#1768 (add Cardano Blockchain Plugin)\", \"2026-01-11 01:20:10\"]\n[\"herman-hellenes_lifetime_2026-01-11\", \"herman-hellenes\", \"lifetime\", \"2026-01-11\", \"# herman-hellenes\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Development Environment:** Reported performance regressions regarding package manager startup times.\\n  - Issues: elizaos/eliza#1758 (Very slow pnpm start time)\", \"2026-01-11 01:20:10\"]\n[\"creazy231_lifetime_2026-01-11\", \"creazy231\", \"lifetime\", \"2026-01-11\", \"# creazy231\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Development Environment:** Reported bugs regarding character loading functionality in the local development CLI.\\n  - Issues: elizaos/eliza#3362 (pnpm dev --characters doesn't load character)\", \"2026-01-11 01:20:12\"]\n[\"hshar7_lifetime_2026-01-11\", \"hshar7\", \"lifetime\", \"2026-01-11\", \"# hshar7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Configuration:** Identified potential cleanup for node-plugin scripts.\\n  - Issues: elizaos/eliza#1012 (Get rid of the postinstall script for node-plugin)\", \"2026-01-11 01:20:17\"]\n[\"veebull_lifetime_2026-01-11\", \"veebull\", \"lifetime\", \"2026-01-11\", \"# veebull\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration:** Reported logic errors regarding API key validation during clean startup sequences.\\n  - Issues: elizaos/eliza#2569 (Incorrect OpenAI Error on clean start where i don't use openai)\", \"2026-01-11 01:20:19\"]\n[\"MSghais_lifetime_2026-01-11\", \"MSghais\", \"lifetime\", \"2026-01-11\", \"# MSghais\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and reported runtime errors related to client authentication services.\\n  - Issues: elizaos/eliza#905 (Client Twitter Login issue: Error: {\\\"errors\\\":[{\\\"code\\\":399,\\\"me...)\", \"2026-01-11 01:20:25\"]\n[\"zkvm_lifetime_2026-01-11\", \"zkvm\", \"lifetime\", \"2026-01-11\", \"# zkvm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Eliza Framework Fixes:** Applied targeted logic corrections to the EVM plugin templates and Twitter client action processing.\\n  - PRs: elizaos/eliza#1604 (fix: tweak transfer template of plugin-evm), elizaos/eliza#1463 (fix: client-twitter: fix ENABLE_ACTION_PROCESSING logic)\", \"2026-01-11 01:20:30\"]\n[\"Lukapetro_lifetime_2026-01-11\", \"Lukapetro\", \"lifetime\", \"2026-01-11\", \"# Lukapetro\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 90 hours\\n\\n## Contribution Domains\\n- **Platform Integrations:** Implemented client connectivity and external service plugins.\\n  - PRs: elizaos/eliza#1964 (feat: add instagram client), elizaos/eliza#1812 (Feature/add binance plugin), elizaos/eliza#1761 (Feature/plugin coingecko)\\n- **API & Data Services:** Added support for professional API tiers and market data aggregation.\\n  - PRs: elizaos/eliza#2068 (feat: pro api support, trending coins api), elizaos/eliza#1773 (Feature/add coinmarketcap plugin)\\n- **Documentation:** Established template documentation for the project.\\n  - PRs: elizaos/eliza#1013 (docs: Add templates documentation to the project)\", \"2026-01-11 01:20:31\"]\n[\"yourbuddyconner_lifetime_2026-01-11\", \"yourbuddyconner\", \"lifetime\", \"2026-01-11\", \"# yourbuddyconner\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed (5 commented on)\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **EVM Integration:** Initiated development of an Ethereum Virtual Machine (EVM) plugin, introducing over 1,400 lines of code in a single work-in-progress pull request.\\n  - PRs: elizaos/eliza#952 (WIP: basic working plugin-evm functionality)\", \"2026-01-11 01:20:32\"]\n[\"randomdevver_lifetime_2026-01-11\", \"randomdevver\", \"lifetime\", \"2026-01-11\", \"# randomdevver\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Proposed functionality for autonomous agent behavior.\\n  - Issues: elizaos/eliza#630 (Make Eliza post autonomously)\", \"2026-01-11 01:20:36\"]\n[\"code-with-shahzad_lifetime_2026-01-11\", \"code-with-shahzad\", \"lifetime\", \"2026-01-11\", \"# code-with-shahzad\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported connection stability errors (ECONNRESET) in the Eliza framework.\\n  - Issues: elizaos/eliza#2739 (read ECONNRESET issue facing), elizaos/eliza#2738 (read ECONNRESET issue)\", \"2026-01-11 01:20:39\"]\n[\"Swernado_lifetime_2026-01-11\", \"Swernado\", \"lifetime\", \"2026-01-11\", \"# Swernado\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Governance & Ethics:** Opened discussion regarding potential misuse of the platform.\\n  - Issues: elizaos/eliza#2680 (Potential for Unethical Use on Social Media Platforms)\", \"2026-01-11 01:20:41\"]\n[\"TheRealShreyash_lifetime_2026-01-11\", \"TheRealShreyash\", \"lifetime\", \"2026-01-11\", \"# TheRealShreyash\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **API Integration:** Proposed addition of external model support.\\n  - Issues: elizaos/eliza#2658 (Add support for DeepSeek API)\", \"2026-01-11 01:20:45\"]\n[\"Evan-zkLinkLabs_lifetime_2026-01-11\", \"Evan-zkLinkLabs\", \"lifetime\", \"2026-01-11\", \"# Evan-zkLinkLabs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 24 hours\\n\\n## Contribution Domains\\n- **GitBook Provider Integration:** Modified the GitBook provider to include query context, addressing issues where the LLM overlooked provider output.\\n  - PRs: elizaos/eliza#2659 (Improve GitBook Provider Output by Including Query Context)\", \"2026-01-11 01:20:47\"]\n[\"weyj4_lifetime_2026-01-11\", \"weyj4\", \"lifetime\", \"2026-01-11\", \"# weyj4\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported hardware-specific runtime errors.\\n  - Issues: elizaos/eliza#2636 (Sqlite3 error on Macbook with m3 chip)\", \"2026-01-11 01:20:50\"]\n[\"S4L7_lifetime_2026-01-11\", \"S4L7\", \"lifetime\", \"2026-01-11\", \"# S4L7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented errors encountered during cloning operations.\\n  - Issues: elizaos/eliza#2593 (Error Cloning)\", \"2026-01-11 01:20:54\"]\n[\"sicco-moonbeam_lifetime_2026-01-11\", \"sicco-moonbeam\", \"lifetime\", \"2026-01-11\", \"# sicco-moonbeam\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 5 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build & Environment Configuration:** Identified and reported compatibility failures in Windows WSL environments and CLI pathing logic.\\n  - Issues: elizaos/eliza#2608 (Build broken on windows WSL), elizaos/eliza#5142 (CLI test command pathing error)\\n- **System Architecture & Runtime:** Proposed enhancements for logging flexibility and database concurrency control, alongside reporting runtime connectivity bugs.\\n  - Issues: elizaos/eliza#5183 (Customize Root Logger Configuration), elizaos/eliza#5181 (DatabaseMigrationService advisory locking), elizaos/eliza#2033 (DevMode UI connection error)\", \"2026-01-11 01:20:56\"]\n[\"holiccoder_lifetime_2026-01-11\", \"holiccoder\", \"lifetime\", \"2026-01-11\", \"# holiccoder\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 4 opened, 4 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Configuration:** focused on identifying runtime errors, connection instability, and configuration challenges within the Eliza framework.\\n  - Issues: elizaos/eliza#2540 (Reported unstable chat client connection and blocking errors), elizaos/eliza#2734 (Inquired about Google Gemini configuration with ground search), elizaos/eliza#2587 (Logged setup issues with standard library and AI providers), elizaos/eliza#2279 (Identified compilation runtime errors during startup).\", \"2026-01-11 01:20:59\"]\n[\"caterpillarC15_lifetime_2026-01-11\", \"caterpillarC15\", \"lifetime\", \"2026-01-11\", \"# caterpillarC15\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration:** Developed a script to facilitate character switching within the application environment.\\n  - PRs: elizaos/eliza#2639 (Feature/character switch script)\", \"2026-01-11 01:21:00\"]\n[\"gauthking_lifetime_2026-01-11\", \"gauthking\", \"lifetime\", \"2026-01-11\", \"# gauthking\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented connectivity failures in client integrations.\\n  - Issues: elizaos/eliza#2557 (telegram client not working or responding)\", \"2026-01-11 01:21:04\"]\n[\"jgarrettvml_lifetime_2026-01-11\", \"jgarrettvml\", \"lifetime\", \"2026-01-11\", \"# jgarrettvml\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration & Troubleshooting:** Reported environment-specific execution errors within the Eliza framework.\\n  - elizaos/eliza#2648 (Cannot access agents on local network IP running client with ...)\\n  - elizaos/eliza#3679 (Not loading any character files)\", \"2026-01-11 01:21:11\"]\n[\"clickbrain_lifetime_2026-01-11\", \"clickbrain\", \"lifetime\", \"2026-01-11\", \"# clickbrain\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment & Build Configuration:** Reported setup, runtime, and build failures specific to MacOS environments.\\n  - Issues: elizaos/eliza#2471 (MacOS client connection failure), elizaos/eliza#1990 (MacOS M3 PNPM execution error), elizaos/eliza#3129 (DTS build failure)\", \"2026-01-11 01:21:11\"]\n[\"amosin_lifetime_2026-01-11\", \"amosin\", \"lifetime\", \"2026-01-11\", \"# amosin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identification of external API timeout issues.\\n  - Issues: elizaos/eliza#2414 (Anthropic 504 Timeout)\", \"2026-01-11 01:21:12\"]\n[\"KeyesCode_lifetime_2026-01-11\", \"KeyesCode\", \"lifetime\", \"2026-01-11\", \"# KeyesCode\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Logged requirements for RagKnowledge documentation.\\n  - Issues: elizaos/eliza#2484 (Docs for the RagKnowledge that was implemented)\", \"2026-01-11 01:21:16\"]\n[\"bundinho_lifetime_2026-01-11\", \"bundinho\", \"lifetime\", \"2026-01-11\", \"# bundinho\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Agent Runtime & Configuration:** Addressed startup errors related to the TEE (Trusted Execution Environment) log plugin and proposed process management integration via pm2.\\n  - PRs: elizaos/eliza#2415 (fix TEE Log plugin errors at agent startup), elizaos/eliza#5517 (feat: pm2)\", \"2026-01-11 01:21:22\"]\n[\"piffie_lifetime_2026-01-11\", \"piffie\", \"lifetime\", \"2026-01-11\", \"# piffie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 1 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Windows Environment Compatibility:** Addressed project loading failures specifically for Windows development environments.\\n  - PRs: elizaos/eliza#5156 (fix project loading on windows machines)\", \"2026-01-11 01:21:22\"]\n[\"ziodave_lifetime_2026-01-11\", \"ziodave\", \"lifetime\", \"2026-01-11\", \"# ziodave\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported startup instability on macOS environments.\\n  - Issues: elizaos/eliza#2360 (Can't start on macOS)\", \"2026-01-11 01:21:25\"]\n[\"CryptoGraffe_lifetime_2026-01-11\", \"CryptoGraffe\", \"lifetime\", \"2026-01-11\", \"# CryptoGraffe\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Farcaster Integration:** Addressed memory handling issues causing embedding failures in the Farcaster client.\\n  - PRs: elizaos/eliza#2307 (fix: farcaster memory)\", \"2026-01-11 01:21:25\"]\n[\"adaro_lifetime_2026-01-11\", \"adaro\", \"lifetime\", \"2026-01-11\", \"# adaro\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime errors within the Eliza framework.\\n  - Issues: elizaos/eliza#2226 (Seeing Uncaught TypeError: Cannot read properties of null)\", \"2026-01-11 01:21:32\"]\n[\"daniellinuk_lifetime_2026-01-11\", \"daniellinuk\", \"lifetime\", \"2026-01-11\", \"# daniellinuk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Interaction:** Initiated discussion regarding natural interaction patterns for Twitter clients.\\n  - Issues: elizaos/eliza#2488 (Client twitter - making agents interact in more natural ways ...)\", \"2026-01-11 01:21:35\"]\n[\"dtbuchholz_lifetime_2026-01-11\", \"dtbuchholz\", \"lifetime\", \"2026-01-11\", \"# dtbuchholz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 265 hours\\n\\n## Contribution Domains\\n- **Node Plugin Configuration:** Implemented configuration support for custom S3 endpoint URLs within the node plugin architecture.\\n  - PRs: elizaos/eliza#2176 (feat: custom s3 endpoint url for 'plugin-node')\", \"2026-01-11 01:21:36\"]\n[\"worksgoodcompany_lifetime_2026-01-11\", \"worksgoodcompany\", \"lifetime\", \"2026-01-11\", \"# worksgoodcompany\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **User Identity & Storage:** Modified user ID handling and memory storage logic within the Space feature context.\\n  - PRs: elizaos/eliza#2686 (feat: [Space] improving handling of user ids and memory storage)\\n\\n- **Issue Reporting:** Identified and documented bugs related to image vision functionality on the Twitter client.\\n  - Issues: elizaos/eliza#2754 (Bug: Image vision/description not working on Twitter client.)\", \"2026-01-11 01:21:38\"]\n[\"daizhengxue_lifetime_2026-01-11\", \"daizhengxue\", \"lifetime\", \"2026-01-11\", \"# daizhengxue\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **AI Provider Integration:** Implemented initial support for the DeepSeek AI provider and resolved subsequent configuration bugs regarding API key settings.\\n  - PRs: elizaos/eliza#2067 (feat: Add DeepSeek AI provider support to Eliza), elizaos/eliza#2186 (fix: DeepSeek API bug: missing api key setting)\\n- **Model & Validation Updates:** Corrected missing model definitions for LetzAI and updated validation messaging for Twitter usernames.\\n  - PRs: elizaos/eliza#2187 (fix: Missing LETZAI model), elizaos/eliza#1698 (chore: twitter username validation message)\", \"2026-01-11 01:21:39\"]\n[\"ad0ll_lifetime_2026-01-11\", \"ad0ll\", \"lifetime\", \"2026-01-11\", \"# ad0ll\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Project Development:** Work focuses on the `elizaos/eliza` repository, involving merge conflict resolution and updates related to demo functionality.\\n  - PRs: elizaos/eliza#3055 (Resolve merge conflict w/ dev), elizaos/eliza#3558 (Demo news)\", \"2026-01-11 01:21:42\"]\n[\"agentdeveloper_lifetime_2026-01-11\", \"agentdeveloper\", \"lifetime\", \"2026-01-11\", \"# agentdeveloper\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Submitted request regarding default Grok support within the Twitter plugin object generation logic.\\n  - Issues: elizaos/eliza#1983 (support default grok in generate object for twitter plugin)\", \"2026-01-11 01:21:47\"]\n[\"lausuarez02_lifetime_2026-01-11\", \"lausuarez02\", \"lifetime\", \"2026-01-11\", \"# lausuarez02\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Logic & Issue Reporting:** Identified potential logic ambiguity regarding action selection within plugins.\\n  - Issues: elizaos/eliza#1266 (Can't decide which actions to use from a plugin)\", \"2026-01-11 01:21:52\"]\n[\"iankm_lifetime_2026-01-11\", \"iankm\", \"lifetime\", \"2026-01-11\", \"# iankm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 359 hours\\n\\n## Contribution Domains\\n- **Plugin Integrations:** Added external service connectivity to the core platform.\\n  - PRs: elizaos/eliza#1418 (add thirdweb plugin)\", \"2026-01-11 01:21:52\"]\n[\"ilmari-h_lifetime_2026-01-11\", \"ilmari-h\", \"lifetime\", \"2026-01-11\", \"# ilmari-h\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Proposed configuration enhancements regarding API security.\\n  - Issues: elizaos/eliza#1175 (Allow requiring API key for calling direct client)\", \"2026-01-11 01:21:54\"]\n[\"tweedyant_lifetime_2026-01-11\", \"tweedyant\", \"lifetime\", \"2026-01-11\", \"# tweedyant\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed (2 comments)\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Development:** Opened a pull request related to a \\\"Gai trial\\\".\\n  - PRs: elizaos/eliza#1416 (Gai trial)\", \"2026-01-11 01:21:57\"]\n[\"yohaiai_lifetime_2026-01-11\", \"yohaiai\", \"lifetime\", \"2026-01-11\", \"# yohaiai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Provider Integrations:** Submitted proposals for Google Vertex AI integration and plugin connection registry updates.\\n  - PRs: elizaos/eliza#3135 (feat: add google vertex provider support), elizaos/eliza#3136 (feat: Add Google vertex provider support), elizaos-plugins/registry#196 (added plugin-connections)\", \"2026-01-11 01:22:05\"]\n[\"chandognft_lifetime_2026-01-11\", \"chandognft\", \"lifetime\", \"2026-01-11\", \"# chandognft\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Integration Support:** Initiated discussion regarding external service integration.\\n  - Issues: elizaos/eliza#1072 (Native integration support for FullsendFI)\", \"2026-01-11 01:22:05\"]\n[\"RobertSloan22_lifetime_2026-01-11\", \"RobertSloan22\", \"lifetime\", \"2026-01-11\", \"# RobertSloan22\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 28 hours\\n\\n## Contribution Domains\\n- **Documentation:** Added project documentation.\\n  - PRs: elizaos/eliza#1787 (Create README.md)\", \"2026-01-11 01:22:07\"]\n[\"daniel-farina_lifetime_2026-01-11\", \"daniel-farina\", \"lifetime\", \"2026-01-11\", \"# daniel-farina\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 33 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented new integration capabilities for the Eliza platform, focusing on external media and service connectivity.\\n  - PRs: elizaos/eliza#1861 (feat: Add Stargaze plugin), elizaos/eliza#1873 (feat: Giphy plugin - Add animated gif to conversations)\", \"2026-01-11 01:22:09\"]\n[\"djhardcore007_lifetime_2026-01-11\", \"djhardcore007\", \"lifetime\", \"2026-01-11\", \"# djhardcore007\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bot Configuration:** Proposed the addition of a new character configuration file and associated assets.\\n  - PRs: elizaos/eliza#1848 (PEPE bot)\", \"2026-01-11 01:22:15\"]\n[\"inferanetwork_lifetime_2026-01-11\", \"inferanetwork\", \"lifetime\", \"2026-01-11\", \"# inferanetwork\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Inference Provider Integration:** Added Infera as a supported inference provider, introducing significant code additions to the codebase.\\n  - PRs: elizaos/eliza#1860 (Feat: add infera as an inference provide), elizaos/eliza#1858 (feat: add infera as an inference provider)\", \"2026-01-11 01:22:16\"]\n[\"hellopleasures_lifetime_2026-01-11\", \"hellopleasures\", \"lifetime\", \"2026-01-11\", \"# hellopleasures\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 3 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 242 hours\\n\\n## Contribution Domains\\n- **Plugin Development (Dex Screener):** Implemented a new plugin to enable token price evaluation and price action tracking within the agent framework.\\n  - PRs: elizaos/eliza#1865 (feat: add Dex Screener plugin with token price action), elizaos/eliza#1863 (feat: add Dex Screener plugin with token price evaluation), elizaos/eliza#1816 (feat: add dexscreener plugin)\\n- **Agent Behavior:** Proposed logic for agents to initiate regular tweets or threads.\\n  - PRs: elizaos/eliza#1644 (add a post thread, agent will post a regular tweet or thread)\", \"2026-01-11 01:22:18\"]\n[\"affaan-m_lifetime_2026-01-11\", \"affaan-m\", \"lifetime\", \"2026-01-11\", \"# affaan-m\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration:** Updates to export definitions for specific plugins within the Eliza framework.\\n  - PRs: elizaos/eliza#1836 (chore: update bootstrap plugin export), elizaos/eliza#1688 (chore: update web search plugin export)\", \"2026-01-11 01:22:23\"]\n[\"poodengDev_lifetime_2026-01-11\", \"poodengDev\", \"lifetime\", \"2026-01-11\", \"# poodengDev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:**\\n  - recorded 3 commits modifying 3 files (+6/-6 lines).\\n  - Work focused on bugfix work (67%) and other work (33%).\\n  - *No associated Pull Requests or Issues available for detailed listing.*\", \"2026-01-11 01:22:25\"]\n[\"web3isthefuture_lifetime_2026-01-11\", \"web3isthefuture\", \"lifetime\", \"2026-01-11\", \"# web3isthefuture\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Updates to Korean language documentation files.\\n  - PRs: elizaos/eliza#1835 (Update README_KOR.md), elizaos/eliza#1820 (Update README_KOR.md)\", \"2026-01-11 01:22:27\"]\n[\"vibe-on-the-wave_lifetime_2026-01-11\", \"vibe-on-the-wave\", \"lifetime\", \"2026-01-11\", \"# vibe-on-the-wave\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed textual corrections in repository documentation.\\n  - PRs: elizaos/eliza#1832 (refactor: typo in readme)\", \"2026-01-11 01:22:29\"]\n[\"mgunnin_lifetime_2026-01-11\", \"mgunnin\", \"lifetime\", \"2026-01-11\", \"# mgunnin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Codebase Maintenance & Documentation:** Refactored import structures and updated the pull request template configuration.\\n  - PRs: elizaos/eliza#1545 (Chore: Refactor Imports. Improve PR Template)\", \"2026-01-11 01:22:31\"]\n[\"macfly-base_lifetime_2026-01-11\", \"macfly-base\", \"lifetime\", \"2026-01-11\", \"# macfly-base\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Updates to character definition JSON files.\\n  - PRs: elizaos/eliza#1827 (Update c3po.character.json)\", \"2026-01-11 01:22:39\"]\n[\"bitcoinbender_lifetime_2026-01-11\", \"bitcoinbender\", \"lifetime\", \"2026-01-11\", \"# bitcoinbender\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Configuration:** Updates to environment variable templates.\\n  - PRs: elizaos/eliza#1829 (Update .env.example)\", \"2026-01-11 01:22:40\"]\n[\"bentatum_lifetime_2026-01-11\", \"bentatum\", \"lifetime\", \"2026-01-11\", \"# bentatum\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Core Runtime & Type Safety:** Enabled strict null checks across the codebase and patched null reference errors in evaluators.\\n  - PRs: elizaos/eliza#1878 (chore(core): enable strict null checks), elizaos/eliza#1918 (fix(core): check evaluators for null)\\n- **Solana Integration:** Modified the Solana token provider to correctly await cached data.\\n  - PRs: elizaos/eliza#1828 (fix(solana token provider): await cached data)\", \"2026-01-11 01:22:41\"]\n[\"mgacek-blockydevs_lifetime_2026-01-11\", \"mgacek-blockydevs\", \"lifetime\", \"2026-01-11\", \"# mgacek-blockydevs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Cosmos Plugin Integration:** Implemented and refined the Cosmos blockchain plugin within the Eliza framework, focusing on initial setup and subsequent improvements.\\n  - PRs: elizaos/eliza#1826 (feat: add cosmos plugin), elizaos/eliza#1934 (feat: improvements for plugin-cosmos)\", \"2026-01-11 01:22:44\"]\n[\"stanislawkurzypBD_lifetime_2026-01-11\", \"stanislawkurzypBD\", \"lifetime\", \"2026-01-11\", \"# stanislawkurzypBD\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 47 hours\\n\\n## Contribution Domains\\n- **Cosmos Ecosystem Integration:** Implemented plugin architecture for Cosmos blockchain interactions, specifically focusing on Inter-Blockchain Communication (IBC) swap actions and provider setup.\\n  - PRs: elizaos/eliza#2554 (feat: Cosmos Plugin - IBC swap action), elizaos/eliza#1426 (Feat/cosmos plugin provider)\", \"2026-01-11 01:22:53\"]\n[\"KacperKoza343_lifetime_2026-01-11\", \"KacperKoza343\", \"lifetime\", \"2026-01-11\", \"# KacperKoza343\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented Inter-Blockchain Communication (IBC) transfer capabilities for Cosmos ecosystems.\\n  - PRs: elizaos/eliza#2358 (feat: ibc transfer on cosmos blockchains)\\n- **Client Integrations:** Developing external client connectivity, specifically for LinkedIn.\\n  - PRs: elizaos/eliza#2972 (feat: add linkedin client)\\n- **Build Configuration:** Addressed cross-platform build compatibility for Windows environments.\\n  - PRs: elizaos/eliza#2240 (fix: resolve Windows path issue in pnpm build client)\\n- **Documentation:** Proposed updates to repository documentation.\\n  - PRs: elizaos/eliza#1762 (Update/readme)\", \"2026-01-11 01:22:56\"]\n[\"gmh5225_lifetime_2026-01-11\", \"gmh5225\", \"lifetime\", \"2026-01-11\", \"# gmh5225\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Development Infrastructure:** Addressed cross-platform compatibility for the development server environment.\\n  - PRs: elizaos/eliza#1760 (improve Windows compatibility for Vite dev server)\\n- **Model Configuration:** Updated configuration settings for Google model integrations.\\n  - PRs: elizaos/eliza#1815 (update Google model configurations)\", \"2026-01-11 01:22:59\"]\n[\"norbert-kulus-blockydevs_lifetime_2026-01-11\", \"norbert-kulus-blockydevs\", \"lifetime\", \"2026-01-11\", \"# norbert-kulus-blockydevs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Recorded 21 commits modifying 134 files with significant line churn (+31,092/-26,067).\\n  - PRs: N/A (Activity tracked via direct commits; no PR metadata provided).\\n- **Functional Focus:** Work distribution identified as general tasks (52%) and bugfix work (33%).\\n  - PRs: N/A (No merged PRs linked to these categories).\", \"2026-01-11 01:23:02\"]\n[\"migace_lifetime_2026-01-11\", \"migace\", \"lifetime\", \"2026-01-11\", \"# migace\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Maintenance & Development:** Direct commit activity recorded without associated pull requests.\\n  - **Activity:** 4 commits modifying 11 files (+707/-238 lines).\\n  - **Focus:** Work distributed between bug fixes (50%), feature additions (25%), and test implementation (25%).\", \"2026-01-11 01:23:02\"]\n[\"Rudrakc_lifetime_2026-01-11\", \"Rudrakc\", \"lifetime\", \"2026-01-11\", \"# Rudrakc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Focused exclusively on the lifecycle management of the FerePro plugin within the Eliza framework, involving both implementation and removal.\\n  - PRs: elizaos/eliza#1502 (feat: Add the FerePro plugin), elizaos/eliza#1795 (bug : Removed FerePro plugin), elizaos/eliza#1542 (feat: Addition of FerePro Plugin)\", \"2026-01-11 01:23:04\"]\n[\"slkzgm_lifetime_2026-01-11\", \"slkzgm\", \"lifetime\", \"2026-01-11\", \"# slkzgm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 83 hours\\n\\n## Contribution Domains\\n- **Platform Integrations:** Implemented Twitter Spaces support, introducing a large-scale feature set involving over 100 file modifications across code and configuration.\\n  - PRs: elizaos/eliza#1550 (feat: Twitter Spaces Integration)\", \"2026-01-11 01:23:10\"]\n[\"yorkerhodes3_lifetime_2026-01-11\", \"yorkerhodes3\", \"lifetime\", \"2026-01-11\", \"# yorkerhodes3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to agent configuration documentation.\\n  - PRs: elizaos/eliza#1579 (Update agents.md - minor update)\", \"2026-01-11 01:23:16\"]\n[\"treppers_lifetime_2026-01-11\", \"treppers\", \"lifetime\", \"2026-01-11\", \"# treppers\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **Agent Configuration & API:** Implemented endpoints for memory retrieval and corrected plugin loading logic; currently addressing image generation parameters and proxy configurations.\\n  - PRs: elizaos/eliza#1581 (add an client-direct endpoint to get memories by agentid), elizaos/eliza#2095 (fix: Fix plugin loading from a character.json file), elizaos/eliza#2097 (Add model_id to together for image generation), elizaos/eliza#3242 (Twitter proxy url)\", \"2026-01-11 01:23:16\"]\n[\"0xFloyd_lifetime_2026-01-11\", \"0xFloyd\", \"lifetime\", \"2026-01-11\", \"# 0xFloyd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to repository contribution guidelines and documentation structure.\\n  - PRs: elizaos/eliza#1589 (docs: fix Contributing Guide)\", \"2026-01-11 01:23:18\"]\n[\"chandiniv1_lifetime_2026-01-11\", \"chandiniv1\", \"lifetime\", \"2026-01-11\", \"# chandiniv1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Plugin Documentation:** Authored READMEs and usage documentation for various integration plugins within the Eliza framework.\\n  - PRs: elizaos/eliza#1591 (feat: add docs for image generation plugin), elizaos/eliza#1672 (feat: add docs for story plugin), elizaos/eliza#1496 (feat: add readme for ton plugin), elizaos/eliza#1494 (feat: add readme for websearch plugin)\", \"2026-01-11 01:23:26\"]\n[\"BrunoSNT_lifetime_2026-01-11\", \"BrunoSNT\", \"lifetime\", \"2026-01-11\", \"# BrunoSNT\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Social Media Configuration:** Proposed updates to Twitter post generation guidelines and API settings.\\n  - PRs: elizaos/eliza#1778 (refactor: update Twitter post generation guidelines and API e...)\", \"2026-01-11 01:23:29\"]\n[\"swizzmagik_lifetime_2026-01-11\", \"swizzmagik\", \"lifetime\", \"2026-01-11\", \"# swizzmagik\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 5 total (0 approvals, 0 change requests, 5 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 128 hours\\n\\n## Contribution Domains\\n- **Chat Interface & Formatting:** Implemented functional improvements to the chat client, focusing on scrolling behavior and text rendering.\\n  - PRs: elizaos/eliza#1538 (feat: add autoscroll chat client), elizaos/eliza#1483 (feat: improve chat formatting line breaks), elizaos/eliza#1784 (fix: line break handling in chat)\\n- **Plugins & Configuration:** Added external integration support and modified database connection settings.\\n  - PRs: elizaos/eliza#1417 (feat: add birdeye plugin), elizaos/eliza#1536 (fix: disable trust provider for PostGres db)\", \"2026-01-11 01:23:33\"]\n[\"cmadaan_lifetime_2026-01-11\", \"cmadaan\", \"lifetime\", \"2026-01-11\", \"# cmadaan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Source Code:** Modifications to 5 files (+13/-1 lines) via direct commits.\\n  - No pull requests or issues tracked for this period.\", \"2026-01-11 01:23:33\"]\n[\"zhourunlai_lifetime_2026-01-11\", \"zhourunlai\", \"lifetime\", \"2026-01-11\", \"# zhourunlai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 8 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Integrations & Model Configuration:** Implemented support for external SDKs and updated model parameters.\\n  - PRs: elizaos/eliza#1599 (feat: use tavily sdk), elizaos/eliza#1586 (feat: update volcengine model), elizaos/eliza#1603 (feat: add experimental telemetry model option)\\n\\n- **Runtime Stability & Error Handling:** Adjusted transaction leniency and resolved input validation issues.\\n  - PRs: elizaos/eliza#2053 (feat: solana transaction more lenient), elizaos/eliza#1919 (fix: handle empty input text to avoid memory content empty error), elizaos/eliza#2018 (Fix: more specific rpc urls)\", \"2026-01-11 01:23:34\"]\n[\"tdostilio_lifetime_2026-01-11\", \"tdostilio\", \"lifetime\", \"2026-01-11\", \"# tdostilio\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Deployment:** Proposed containerization configuration for production environments.\\n  - PRs: elizaos/eliza#1776 (Adds prodcution Docker setup)\", \"2026-01-11 01:23:39\"]\n[\"Jaxiii_lifetime_2026-01-11\", \"Jaxiii\", \"lifetime\", \"2026-01-11\", \"# Jaxiii\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Executed minor refactoring work involving 4 file modifications (+13/-7 lines) via direct commit.\\n  - PRs: No pull requests or issues associated with this activity were recorded in the provided dataset.\", \"2026-01-11 01:23:41\"]\n[\"lostgirldev_lifetime_2026-01-11\", \"lostgirldev\", \"lifetime\", \"2026-01-11\", \"# lostgirldev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 17 total (0 approvals, 0 change requests, 17 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Proposed a new plugin integration involving 122 lines of new code.\\n  - PRs: elizaos/eliza#1517 (feat: Rudrakcadd fere pro plugin)\", \"2026-01-11 01:23:45\"]\n[\"Arucard11_lifetime_2026-01-11\", \"Arucard11\", \"lifetime\", \"2026-01-11\", \"# Arucard11\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration:** Submitted a large single-file addition (+820 lines) involving configuration settings.\\n  - PRs: elizaos/eliza#1771 (Kavi)\", \"2026-01-11 01:23:46\"]\n[\"aalimsahin_lifetime_2026-01-11\", \"aalimsahin\", \"lifetime\", \"2026-01-11\", \"# aalimsahin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 70 hours\\n\\n## Contribution Domains\\n- **ZKStack Plugin Development:** Focused on feature enhancements and refactoring for ZKStack-based plugins.\\n  - PRs: elizaos/eliza#1821 (feat: improve zkstack based plugins), elizaos/eliza#1774 (refactor: zkstack based plugins)\\n- **Client API Architecture:** Executed refactoring work on the client API interface.\\n  - PRs: elizaos/eliza#1713 (refactor: client api)\", \"2026-01-11 01:23:50\"]\n[\"pedronovikovborges_lifetime_2026-01-11\", \"pedronovikovborges\", \"lifetime\", \"2026-01-11\", \"# pedronovikovborges\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 48 hours\\n\\n## Contribution Domains\\n- **Documentation & Internationalization:** Implemented Romanian language support for project documentation.\\n  - PRs: elizaos/eliza#1770 (docs: add Romanian README translation), elizaos/eliza#1769 (docs: add Romanian README translation)\", \"2026-01-11 01:23:52\"]\n[\"marsic3_lifetime_2026-01-11\", \"marsic3\", \"lifetime\", \"2026-01-11\", \"# marsic3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Contributed internationalization support by adding Serbian language documentation.\\n  - PRs: elizaos/eliza#1757 (docs: add Serbian README translation)\\n\\n- **Feature Development:** Currently developing integration for Perplexity AI, focusing on text generation and moderation capabilities.\\n  - PRs: elizaos/eliza#3506 (feat: Add Perplexity AI plugin with text generation and moder...), elizaos/eliza#3505 (feat: Add Perplexity AI plugin with text generation and moder...)\", \"2026-01-11 01:23:55\"]\n[\"kevin1027sloth_lifetime_2026-01-11\", \"kevin1027sloth\", \"lifetime\", \"2026-01-11\", \"# kevin1027sloth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Maintenance:** Submitted modifications to code and configuration files involving significant line additions (+1101 lines) across 26 files.\\n  - PRs: elizaos/eliza#1752 (fix)\", \"2026-01-11 01:23:58\"]\n[\"sinecose_lifetime_2026-01-11\", \"sinecose\", \"lifetime\", \"2026-01-11\", \"# sinecose\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 52 hours\\n\\n## Contribution Domains\\n- **Plugin Maintenance & Standardization:** Focused on code quality improvements within the `elizaos/eliza` repository, specifically targeting blockchain integration plugins. Work involved standardizing logging patterns by migrating from native console methods to the internal `elizaLogger` and removing dead code.\\n  - PRs: elizaos/eliza#1888 (replaced console with elizaLogger in Solana plugin), elizaos/eliza#1745 (implemented eliza logger in NEAR plugin), elizaos/eliza#1744 (removed unused imports in Cronos zkEVM plugin).\", \"2026-01-11 01:24:04\"]\n[\"osrm_lifetime_2026-01-11\", \"osrm\", \"lifetime\", \"2026-01-11\", \"# osrm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to localization files.\\n  - PRs: elizaos/eliza#1739 (docs: update README_KOR.md)\", \"2026-01-11 01:24:07\"]\n[\"0xRider_lifetime_2026-01-11\", \"0xRider\", \"lifetime\", \"2026-01-11\", \"# 0xRider\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Database:** Modifications to database schemas and RPC endpoint configuration.\\n  - PRs: elizaos/eliza#1660 (fix: Update Supabase schema.sql), elizaos/eliza#1945 (chore: more specific rpc urls)\", \"2026-01-11 01:24:07\"]\n[\"Ed-Marcavage_lifetime_2026-01-11\", \"Ed-Marcavage\", \"lifetime\", \"2026-01-11\", \"# Ed-Marcavage\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 44 hours\\n\\n## Contribution Domains\\n- **Documentation Automation & Optimization:** Implemented agentic workflows for JSDoc generation and multilingual plugin documentation. Restructured technical documentation to support LLM vectorization and ingestion.\\n  - PRs: elizaos/eliza#1343 (feat: Add agentic JSDoc generation), elizaos/eliza#1675 (Agentic Eliza Plugin Documenter - Multilingual), elizaos/eliza#1993 (docs: Optimizes Technical Docs for LLMs & Vectorization)\\n\\n- **Build Infrastructure:** Parametrized PR branch targets and resolved build failures related to JSDoc automation.\\n  - PRs: elizaos/eliza#1547 (Fix jsdoc automation build issue & parametrize PR branch target)\", \"2026-01-11 01:24:15\"]\n[\"dxlliv_lifetime_2026-01-11\", \"dxlliv\", \"lifetime\", \"2026-01-11\", \"# dxlliv\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 29 hours\\n\\n## Contribution Domains\\n- **Discord Integration:** Implemented user interface feedback for bot interactions within Discord.\\n  - PRs: elizaos/eliza#1712 (feat: Simulate discord typing while generating a response)\", \"2026-01-11 01:24:17\"]\n[\"github-advanced-security_lifetime_2026-01-11\", \"github-advanced-security\", \"lifetime\", \"2026-01-11\", \"# github-advanced-security\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 80 total (0 approvals, 0 change requests, 80 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Authorship:** No pull requests were authored or merged during this period.\\n- **Review Activity:** Activity is exclusively limited to 80 review comments. No approvals or change requests were recorded, indicating an informational or automated commentary role rather than gatekeeping.\", \"2026-01-11 01:24:19\"]\n[\"SK1989sL_lifetime_2026-01-11\", \"SK1989sL\", \"lifetime\", \"2026-01-11\", \"# SK1989sL\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to repository README files focusing on spelling, grammar, and typo corrections.\\n  - PRs: elizaos/eliza#1690 (docs: update README.md spelling), elizaos/eliza#1534 (docs: fix grammar/typos in README)\", \"2026-01-11 01:24:19\"]\n[\"gnujoow_lifetime_2026-01-11\", \"gnujoow\", \"lifetime\", \"2026-01-11\", \"# gnujoow\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Updates to Korean language documentation, specifically synchronizing content and improving translation quality.\\n  - PRs: elizaos/eliza#1683 (Update README_KOR.md: Added missing sections and improved Korean translation)\", \"2026-01-11 01:24:20\"]\n[\"junaire_lifetime_2026-01-11\", \"junaire\", \"lifetime\", \"2026-01-11\", \"# junaire\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Modifications to package versioning constraints within configuration files.\\n  - PRs: elizaos/eliza#1670 (chore: Use Caret (^) for dependency versions in package.json)\", \"2026-01-11 01:24:27\"]\n[\"metakai1_lifetime_2026-01-11\", \"metakai1\", \"lifetime\", \"2026-01-11\", \"# metakai1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Logic Corrections & Issue Reporting:** Addressed a specific logic error in plugin evaluators and documented potential improvements for system prompts and logging.\\n  - PRs: elizaos/eliza#1648 (fix: Fix bug in plugin-bootstrap/src/evaluators/facts.ts)\\n  - Issues: elizaos/eliza#2889 (SYSTEM PROMPT hack for actionExamples), elizaos/eliza#2785 (INFO Logging enhancement for successful RAG knowledge vector)\", \"2026-01-11 01:24:27\"]\n[\"xMariem_lifetime_2026-01-11\", \"xMariem\", \"lifetime\", \"2026-01-11\", \"# xMariem\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Implemented Arabic translation for project documentation.\\n  - PRs: elizaos/eliza#1634 (Add README_AR.md)\", \"2026-01-11 01:24:33\"]\n[\"Mr-Don-Leo_lifetime_2026-01-11\", \"Mr-Don-Leo\", \"lifetime\", \"2026-01-11\", \"# Mr-Don-Leo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected spelling errors in localized documentation files.\\n  - PRs: elizaos/eliza#1629 (Fixed minor spelling in README_RU.md)\", \"2026-01-11 01:24:35\"]\n[\"ShreyGanatra_lifetime_2026-01-11\", \"ShreyGanatra\", \"lifetime\", \"2026-01-11\", \"# ShreyGanatra\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Character Configuration & Logic:** Implemented inheritance mechanisms for character definitions via the `extends` key and managed plugin version updates.\\n  - PRs: elizaos/eliza#2159 (inheritance of character from parent using extends key), elizaos/eliza#1704 (updated plugin-goat version and files)\\n- **File Handling:** Addressed path resolution errors affecting image uploads.\\n  - PRs: elizaos/eliza#1632 (fix: corrected path for image upload)\", \"2026-01-11 01:24:36\"]\n[\"mdominikd_lifetime_2026-01-11\", \"mdominikd\", \"lifetime\", \"2026-01-11\", \"# mdominikd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation & Internationalization:** Implemented Hungarian language translation for repository documentation.\\n  - PRs: elizaos/eliza#1645 (Added Hungarian README)\", \"2026-01-11 01:24:36\"]\n[\"bendanzhentan_lifetime_2026-01-11\", \"bendanzhentan\", \"lifetime\", \"2026-01-11\", \"# bendanzhentan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Refactoring & Configuration:** Focused on code cleanup and script simplification within the Eliza ecosystem.\\n  - PRs: elizaos/eliza#1602 (refactor plugin-conflux to output detailed invalid content), elizaos/eliza#1941 (remove unused imports from plugin-conflux), elizaos/eliza#1600 (simplify docker run command in scripts).\", \"2026-01-11 01:24:41\"]\n[\"TheMindExpansionNetwork_lifetime_2026-01-11\", \"TheMindExpansionNetwork\", \"lifetime\", \"2026-01-11\", \"# TheMindExpansionNetwork\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Proposed a modification to the repository README file.\\n  - PRs: elizaos/eliza#1564 (Update README.md)\", \"2026-01-11 01:24:46\"]\n[\"bozp-pzob_lifetime_2026-01-11\", \"bozp-pzob\", \"lifetime\", \"2026-01-11\", \"# bozp-pzob\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Elizaos Development:** Submitted a large-scale update involving over 700 files and 25,000 added lines, comprising a mix of configuration and code changes.\\n  - PRs: elizaos/eliza#1587 (Diamondhands)\", \"2026-01-11 01:24:48\"]\n[\"cmadaanaya_lifetime_2026-01-11\", \"cmadaanaya\", \"lifetime\", \"2026-01-11\", \"# cmadaanaya\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 53 hours\\n\\n## Contribution Domains\\n- **Agent Configuration:** Activated web-search plugin functionality within agent definitions.\\n  - PRs: elizaos/eliza#1577 (fix: activate web-search plugin in agents/)\", \"2026-01-11 01:24:49\"]\n[\"luduvigo_lifetime_2026-01-11\", \"luduvigo\", \"lifetime\", \"2026-01-11\", \"# luduvigo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Technical Discussion:** Activity is limited to commentary on existing work without direct code contributions.\\n  - **Reviews:** Submitted 3 comments on pull requests (0 approvals/change requests).\\n  - **Issues:** contributed 1 comment to ongoing issue discussions.\\n  - **Code:** No pull requests were authored or merged during this period.\", \"2026-01-11 01:24:56\"]\n[\"zkfriendly_lifetime_2026-01-11\", \"zkfriendly\", \"lifetime\", \"2026-01-11\", \"# zkfriendly\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Client Interface & Theming:** Implemented UI customization features and initiated architectural updates for the chat client.\\n  - PRs: elizaos/eliza#1555 (feat: add theme toggle functionality with dark and light mode), elizaos/eliza#1715 (refactor: make client like chat application)\", \"2026-01-11 01:24:58\"]\n[\"sekmet_lifetime_2026-01-11\", \"sekmet\", \"lifetime\", \"2026-01-11\", \"# sekmet\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 19 hours\\n\\n## Contribution Domains\\n- **Plugin Integrations:** Developed external service connectors and blockchain functionality for the Eliza framework.\\n  - PRs: elizaos/eliza#1943 (feat: obsidian integration plugin), elizaos/eliza#3287 (feat: lend/borrow ton plugin release), elizaos/eliza#1566 (feat: FereAI integration and ferePro plugin update)\\n- **Dependency Management:** Reported missing package requirements in the agent package.\\n  - Issues: elizaos/eliza#3365 (cors and multer dependencies are missing in the @elizaos/agen...)\", \"2026-01-11 01:25:00\"]\n[\"imtms_lifetime_2026-01-11\", \"imtms\", \"lifetime\", \"2026-01-11\", \"# imtms\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Configuration & API Integration:** Implemented support for custom OpenAI API endpoints via environment variables.\\n  - PRs: elizaos/eliza#1522 (feat: use OPENAI_API_URL from env to support custom OpenAI AP...), elizaos/eliza#1521 (feat: use OPENAI_API_URL from env to support custom OpenAI AP...)\", \"2026-01-11 01:25:01\"]\n[\"AudixAgent_lifetime_2026-01-11\", \"AudixAgent\", \"lifetime\", \"2026-01-11\", \"# AudixAgent\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted updates to repository documentation involving significant line reductions (-3420 lines).\\n  - PRs: elizaos/eliza#1346 (docs: Docs update full 1734812154014)\", \"2026-01-11 01:25:07\"]\n[\"pythonberg1997_lifetime_2026-01-11\", \"pythonberg1997\", \"lifetime\", \"2026-01-11\", \"# pythonberg1997\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 7 total (0 approvals, 0 change requests, 7 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 120 hours\\n\\n## Contribution Domains\\n**Blockchain Integration:** Focused on expanding chain support and fixing EVM interactions within the Eliza framework.\\n- PRs: elizaos/eliza#2278 (feat: add plugin-bnb to support BNB chain), elizaos/eliza#1456 (fix: swap and bridge actions of plugin-evm)\", \"2026-01-11 01:25:08\"]\n[\"0xAsten_lifetime_2026-01-11\", \"0xAsten\", \"lifetime\", \"2026-01-11\", \"# 0xAsten\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Agent Logic:** Corrected conditional logic regarding plugin activation within the agent runtime.\\n  - PRs: elizaos/eliza#962 (fix(agent): correct EVM plugin activation condition)\", \"2026-01-11 01:25:09\"]\n[\"robin-rrt_lifetime_2026-01-11\", \"robin-rrt\", \"lifetime\", \"2026-01-11\", \"# robin-rrt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 400 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented the Avail plugin for the Eliza framework. This single contribution involved modifying 24 files across code and configuration types, resulting in significant line volume changes (+22,737/-22,082).\\n  - PRs: elizaos/eliza#1241 (feat: add avail plugin)\", \"2026-01-11 01:25:10\"]\n[\"roshanrags_lifetime_2026-01-11\", \"roshanrags\", \"lifetime\", \"2026-01-11\", \"# roshanrags\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 646 hours\\n\\n## Contribution Domains\\n- **Security Integrations:** Implemented a plugin for Marlin TEE remote attestation retrieval. The contribution spanned configuration, documentation, and test coverage (33% of focus) alongside the core implementation.\\n  - PRs: elizaos/eliza#935 (feat: Implement a plugin that can retrieve Marlin TEE remote ...)\", \"2026-01-11 01:25:18\"]\n[\"serrrfirat_lifetime_2026-01-11\", \"serrrfirat\", \"lifetime\", \"2026-01-11\", \"# serrrfirat\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 226 hours\\n\\n## Contribution Domains\\n- **NEAR Protocol Integration:** Established initial support for the NEAR blockchain within the Eliza framework, including plugin architecture and intent handling.\\n  - PRs: elizaos/eliza#847 (feat: Add NEAR Protocol plugin), elizaos/eliza#2244 (feat: NEAR Protocol Intents)\", \"2026-01-11 01:25:23\"]\n[\"mega4722_lifetime_2026-01-11\", \"mega4722\", \"lifetime\", \"2026-01-11\", \"# mega4722\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Submission:** Created three issues in the `elizaos/eliza` repository which were subsequently closed.\\n  - Issues: elizaos/eliza#3144 (\\\"Hajajajajajajjaja\\\"), elizaos/eliza#3143 (\\\"Jajajsjsjsjjs\\\"), elizaos/eliza#3142 (\\\"Bismillah\\\")\", \"2026-01-11 01:25:24\"]\n[\"Jesscha_lifetime_2026-01-11\", \"Jesscha\", \"lifetime\", \"2026-01-11\", \"# Jesscha\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Modified Anthropic client configuration to address JSON mode generation support.\\n  - PRs: elizaos/eliza#3018 (fix: change handleAnthropic default mode to auto)\", \"2026-01-11 01:25:26\"]\n[\"aminlatifi_lifetime_2026-01-11\", \"aminlatifi\", \"lifetime\", \"2026-01-11\", \"# aminlatifi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Framework:** Reported observed behavior regarding the Fetch method implementation.\\n  - Issues: elizaos/eliza#3148 (Strange behavior of Fetch method in eliza), elizaos/eliza#3154 (Strange behavior of Fetch method in eliza)\", \"2026-01-11 01:25:28\"]\n[\"deusexmachina892_lifetime_2026-01-11\", \"deusexmachina892\", \"lifetime\", \"2026-01-11\", \"# deusexmachina892\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Configuration:** Initiated setup for deployment pipelines and modified configuration files.\\n  - PRs: elizaos/eliza#1913 (Deployment Pipeline Setup)\\n- **Issue Reporting:** Identified configuration logic issues within the Solana plugin.\\n  - Issues: elizaos/eliza#2920 (plugin-solana 'SEND_TOKEN' action verification set to false)\", \"2026-01-11 01:25:29\"]\n[\"hoangquocvietuet_lifetime_2026-01-11\", \"hoangquocvietuet\", \"lifetime\", \"2026-01-11\", \"# hoangquocvietuet\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Management:** Opened and closed a tracking issue regarding the publication of the Sui plugin.\\n  - Issues: elizaos/eliza#2851 (Publish plugin-sui)\", \"2026-01-11 01:25:34\"]\n[\"rogerjbos_lifetime_2026-01-11\", \"rogerjbos\", \"lifetime\", \"2026-01-11\", \"# rogerjbos\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified configuration and environment variable inconsistencies within the Eliza framework.\\n  - Issues: elizaos/eliza#2726 (chat window port binding discrepancy), elizaos/eliza#2511 (database index not utilizing CACHE_STORE environment variable)\", \"2026-01-11 01:25:37\"]\n[\"DrDregyo_lifetime_2026-01-11\", \"DrDregyo\", \"lifetime\", \"2026-01-11\", \"# DrDregyo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Opened inquiries regarding agent configuration and external API dependencies.\\n  - Issues: elizaos/eliza#2801 (Multiple Agents work), elizaos/eliza#2745 (Do I need a Twitter API?)\", \"2026-01-11 01:25:41\"]\n[\"sharif331_lifetime_2026-01-11\", \"sharif331\", \"lifetime\", \"2026-01-11\", \"# sharif331\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and documented unexpected response behavior in the Eliza agent.\\n  - Issues: elizaos/eliza#3614 (Reported repetitive \\\"visual representation\\\" response loop)\", \"2026-01-11 01:25:42\"]\n[\"genialtechie_lifetime_2026-01-11\", \"genialtechie\", \"lifetime\", \"2026-01-11\", \"# genialtechie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Identified configuration errors in package dependencies.\\n  - Issues: elizaos/eliza#2721 (Reported incorrect workspace dependency in @elizaos/plugin-tee-log@0.1.8)\", \"2026-01-11 01:25:43\"]\n[\"Hugo-SEQUIER_lifetime_2026-01-11\", \"Hugo-SEQUIER\", \"lifetime\", \"2026-01-11\", \"# Hugo-SEQUIER\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 187 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented the Irys plugin integration, comprising a significant volume of file additions and configuration changes.\\n  - PRs: elizaos/eliza#1708 (feat: Add Irys plugin)\\n- **Issue Reporting:** Documented build failures related to the client build process.\\n  - Issues: elizaos/eliza#2223 (Bug Report - pnpm buid : Failed client#build)\", \"2026-01-11 01:25:48\"]\n[\"confluent-1_lifetime_2026-01-11\", \"confluent-1\", \"lifetime\", \"2026-01-11\", \"# confluent-1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors related to knowledge retrieval during character initialization.\\n  - Issues: elizaos/eliza#2214 (ragKnowledge error when launching character)\", \"2026-01-11 01:25:50\"]\n[\"Akshat-Mishra101_lifetime_2026-01-11\", \"Akshat-Mishra101\", \"lifetime\", \"2026-01-11\", \"# Akshat-Mishra101\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and reported potential bugs regarding response handling logic.\\n  - Issues: elizaos/eliza#2316 (Duplicate responses to an action)\", \"2026-01-11 01:25:53\"]\n[\"CryptoGatsu_lifetime_2026-01-11\", \"CryptoGatsu\", \"lifetime\", \"2026-01-11\", \"# CryptoGatsu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors regarding Solana wallet detection.\\n  - Issues: elizaos/eliza#1780 (Public Solana Wallet Not Found!)\", \"2026-01-11 01:25:55\"]\n[\"wonseokjung_lifetime_2026-01-11\", \"wonseokjung\", \"lifetime\", \"2026-01-11\", \"wonseokjung submitted a single contribution to `elizaos/eliza` in January 2025, focusing on code hygiene by removing an unnecessary TypeScript directive. The work involved a turnaround time of 2 hours from submission to merge.\\n\\n# wonseokjung\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Removal of redundant TypeScript directives.\\n  - PRs: elizaos/eliza#2950 (fix: remove unnecessary @ts-expect-error directive in chat component)\", \"2026-01-11 01:25:58\"]\n[\"r4881t_lifetime_2026-01-11\", \"r4881t\", \"lifetime\", \"2026-01-11\", \"# r4881t\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Opened a tracking issue regarding the integration of the FerePro Plugin.\\n  - Issues: elizaos/eliza#1405 (FerePro Plugin for Eliza)\", \"2026-01-11 01:25:59\"]\n[\"peara_lifetime_2026-01-11\", \"peara\", \"lifetime\", \"2026-01-11\", \"# peara\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Embedding Configuration:** Identified requirements for local embedding alternatives to OpenAI.\\n  - Issues: elizaos/eliza#1304 (Allow to use local embedding instead of OpenAI when using Ope...)\", \"2026-01-11 01:26:02\"]\n[\"yanushevitz_lifetime_2026-01-11\", \"yanushevitz\", \"lifetime\", \"2026-01-11\", \"# yanushevitz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated repository documentation within the `elizaos` organization.\\n  - PRs: elizaos/eliza#1537 (docs: Polish readme)\", \"2026-01-11 01:26:04\"]\n[\"e-fu_lifetime_2026-01-11\", \"e-fu\", \"lifetime\", \"2026-01-11\", \"# e-fu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Twitter Client Integration:** Adjusted engagement criteria prompts and refined configuration loading and dry-run modes for the Twitter client.\\n  - PRs: elizaos/eliza#1533 (Fix: make twitter engagement criteria in prompt more focused), elizaos/eliza#1498 (fix: improve Twitter client dry run mode and configuration loading)\", \"2026-01-11 01:26:15\"]\n[\"HowieDuhzit_lifetime_2026-01-11\", \"HowieDuhzit\", \"lifetime\", \"2026-01-11\", \"# HowieDuhzit\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Installation & Configuration:** Consolidated installer logic and added templating features to startup scripts.\\n  - PRs: elizaos/eliza#2229 (Merge Eliza Installer with current start.sh script), elizaos/eliza#2232 (Add character creation template function to start.sh)\\n- **Speech & Audio Features:** Implemented endpoints for text-to-speech functionality and third-party voice integrations.\\n  - PRs: elizaos/eliza#1528 (add /:agentId/speak endpoint), elizaos/eliza#1526 (add direct speech handling endpoint with ElevenLabs integration)\", \"2026-01-11 01:26:16\"]\n[\"mdqst_lifetime_2026-01-11\", \"mdqst\", \"lifetime\", \"2026-01-11\", \"# mdqst\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 26 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Updates to project documentation, including translations and configuration guides.\\n  - PRs: elizaos/eliza#3483 (Added Ukrainian README translation), elizaos/eliza#1465 (Corrected model name in API integration docs), elizaos/eliza#3532 (Fixed branch naming example in CONTRIBUTING.md).\\n- **Maintenance & Bug Fixes:** Minor syntax corrections and dependency version updates.\\n  - PRs: elizaos/eliza#2366 (Fixed typo in Solana AgentKit import statement), elizaos/eliza#1493 (Resolved syntax issue in ModelClass update), elizaos/eliza#2363 (Updated Python version requirement).\", \"2026-01-11 01:26:16\"]\n[\"ShaneOxM_lifetime_2026-01-11\", \"ShaneOxM\", \"lifetime\", \"2026-01-11\", \"# ShaneOxM\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **Type Safety & Configuration:** Modifications focused on client type identification logic and build configuration settings within the Eliza framework.\\n  - PRs: elizaos/eliza#1490 (fix: improve client type identification with test coverage), elizaos/eliza#1485 (fix: add required incremental option and remove invalid types)\", \"2026-01-11 01:26:17\"]\n[\"qwdsds_lifetime_2026-01-11\", \"qwdsds\", \"lifetime\", \"2026-01-11\", \"# qwdsds\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Maintenance:** Addressed minor textual corrections in the codebase.\\n  - PRs: elizaos/eliza#1489 (chore: fix typos)\", \"2026-01-11 01:26:25\"]\n[\"Archethect_lifetime_2026-01-11\", \"Archethect\", \"lifetime\", \"2026-01-11\", \"# Archethect\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 145 hours\\n\\n## Contribution Domains\\n- **Cross-Chain Integration:** Implemented cross-chain swap functionality via Squid Router and adjusted default plugin throttling parameters.\\n  - PRs: elizaos/eliza#1482 (feat: Add cross chain swaps through Squid Router), elizaos/eliza#2386 (fix: set default Squid Router plugin throttle to 1000)\\n- **Core Configuration:** Adjusted core validation logic to allow optional model configurations.\\n  - PRs: elizaos/eliza#1473 (fix(core) make modelConfiguration optional)\", \"2026-01-11 01:26:31\"]\n[\"0xPBIT_lifetime_2026-01-11\", \"0xPBIT\", \"lifetime\", \"2026-01-11\", \"# 0xPBIT\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 30 hours\\n\\n## Contribution Domains\\n- **Feature Implementation & Client Enhancements:** Implemented social media integrations and extended frontend capabilities for the React client.\\n  - PRs: elizaos/eliza#1422 (Twitter Post Action Implementation), elizaos/eliza#1481 (add image features to react chat client), elizaos/eliza#1444 (suppress initial message from action)\", \"2026-01-11 01:26:33\"]\n[\"davidmck95_lifetime_2026-01-11\", \"davidmck95\", \"lifetime\", \"2026-01-11\", \"# davidmck95\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:** Registered 1 review approval.\\n  - No authored pull requests or issues available for functional grouping.\", \"2026-01-11 01:26:38\"]\n[\"todorkolev_lifetime_2026-01-11\", \"todorkolev\", \"lifetime\", \"2026-01-11\", \"# todorkolev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Twitter Plugin Logic:** Modified interaction prompts within the Twitter integration to adjust output formatting.\\n  - PRs: elizaos/eliza#1469 (fix: cleaner interaction prompts in the Twitter plugin)\", \"2026-01-11 01:26:43\"]\n[\"thomas-nguy_lifetime_2026-01-11\", \"thomas-nguy\", \"lifetime\", \"2026-01-11\", \"# thomas-nguy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Submitted a pull request to integrate a plugin for Cronos ZKEVM, involving substantial file modifications across code and configuration.\\n  - PRs: elizaos/eliza#1128 (Adding plugin for Cronos ZKEVM)\", \"2026-01-11 01:26:43\"]\n[\"janeyJo_lifetime_2026-01-11\", \"janeyJo\", \"lifetime\", \"2026-01-11\", \"# janeyJo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected broken hyperlinks within the Trusted Execution Environment (TEE) documentation.\\n  - PRs: elizaos/eliza#1500 (docs: bad links in eliza-in-tee.md)\", \"2026-01-11 01:26:45\"]\n[\"genecyber_lifetime_2026-01-11\", \"genecyber\", \"lifetime\", \"2026-01-11\", \"# genecyber\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Addressed namespacing for character secrets within environment settings.\\n  - PRs: elizaos/eliza#410 (fix: .env Namespaced Character Secrets)\", \"2026-01-11 01:26:52\"]\n[\"hanyh2004_lifetime_2026-01-11\", \"hanyh2004\", \"lifetime\", \"2026-01-11\", \"# hanyh2004\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Refactored logic to reduce code duplication in goal retrieval functions.\\n  - PRs: elizaos/eliza#1450 (fix: Remove code duplication in getGoals call)\", \"2026-01-11 01:26:53\"]\n[\"mhxw_lifetime_2026-01-11\", \"mhxw\", \"lifetime\", \"2026-01-11\", \"# mhxw\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** addressed a link redirection error within the documentation.\\n  - PRs: elizaos/eliza#1443 (fix: fix incorrect link redirection issue)\", \"2026-01-11 01:26:54\"]\n[\"alessandromazza98_lifetime_2026-01-11\", \"alessandromazza98\", \"lifetime\", \"2026-01-11\", \"# alessandromazza98\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Plugin Infrastructure:** Modified logging implementation within the Coinbase plugin, touching 83 files.\\n  - PRs: elizaos/eliza#1429 (improve logging in plugin-coinbase)\", \"2026-01-11 01:27:00\"]\n[\"fyInALT_lifetime_2026-01-11\", \"fyInALT\", \"lifetime\", \"2026-01-11\", \"# fyInALT\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Implemented the `only` parameter for `booleanFooter` logic.\\n  - PRs: elizaos/eliza#1437 (feat: add `only` to booleanFooter) - Modified 78 files (+2176/-1635 lines), indicating a broad update or regeneration of associated files alongside the feature addition.\", \"2026-01-11 01:27:02\"]\n[\"RiceChuan_lifetime_2026-01-11\", \"RiceChuan\", \"lifetime\", \"2026-01-11\", \"# RiceChuan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed formatting inconsistencies and content duplication.\\n  - PRs: elizaos/eliza#1424 (docs: 1.Quotation marks are used incorrectly.2.Delete duplica...)\", \"2026-01-11 01:27:04\"]\n[\"yerinle_lifetime_2026-01-11\", \"yerinle\", \"lifetime\", \"2026-01-11\", \"# yerinle\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed minor textual corrections in the TEE documentation.\\n  - PRs: elizaos/eliza#1428 (Update eliza-in-tee.md (fixing typo))\", \"2026-01-11 01:27:05\"]\n[\"anilcse_lifetime_2026-01-11\", \"anilcse\", \"lifetime\", \"2026-01-11\", \"# anilcse\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Cosmos Integration:** Submitted proposals to introduce a Cosmos plugin. Work involves significant codebase modifications (+141,646/-109,100 lines) affecting code, configuration, and test files.\\n  - PRs: elizaos/eliza#1354 (Add cosmos plugin), elizaos/eliza#1393 (feat: add cosmos plugin)\", \"2026-01-11 01:27:15\"]\n[\"vishal-kanna_lifetime_2026-01-11\", \"vishal-kanna\", \"lifetime\", \"2026-01-11\", \"# vishal-kanna\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 113 hours\\n\\n## Contribution Domains\\n- **Documentation:** Added documentation specifically for the NFT generation plugin within the Eliza framework.\\n  - PRs: elizaos/eliza#1327 (feat: added docs for plugin-nft-generation)\", \"2026-01-11 01:27:19\"]\n[\"elybrayboy_lifetime_2026-01-11\", \"elybrayboy\", \"lifetime\", \"2026-01-11\", \"# elybrayboy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Executed 4 commits resulting in high-volume line changes (+231,205/-227,550 lines) across 3127 files. Work split between feature work (50%) and other tasks (50%).\\n  - PRs: No pull requests tracked for these changes.\", \"2026-01-11 01:27:23\"]\n[\"gene-sf_lifetime_2026-01-11\", \"gene-sf\", \"lifetime\", \"2026-01-11\", \"# gene-sf\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Recorded 14 commits modifying 534 files (+7194/-3360 lines).\\n  - *Note: Activity consists of direct commits; no Pull Request metadata available for functional categorization.*\", \"2026-01-11 01:27:24\"]\n[\"omahs_lifetime_2026-01-11\", \"omahs\", \"lifetime\", \"2026-01-11\", \"# omahs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Documentation:** Localization updates for French language resources.\\n  - PRs: elizaos/eliza#2356 (docs: Update README_FR.md)\\n- **Maintenance:** Codebase hygiene and typo corrections.\\n  - PRs: elizaos/eliza#1423 (fix: typos)\", \"2026-01-11 01:27:29\"]\n[\"cpppppp7_lifetime_2026-01-11\", \"cpppppp7\", \"lifetime\", \"2026-01-11\", \"# cpppppp7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Architecture:** Submitted a substantial code addition (+272k lines) to implement a Trusted Execution Environment (TEE) on-chain data availability plugin.\\n  - PRs: elizaos/eliza#2046 (feat/plugin-tee-onchain-da)\", \"2026-01-11 01:27:30\"]\n[\"jdubpark_lifetime_2026-01-11\", \"jdubpark\", \"lifetime\", \"2026-01-11\", \"# jdubpark\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Architecture:** Addressed inheritance logic within the EVM plugin structure.\\n  - PRs: elizaos/eliza#991 (fix(plugin-evm): base LiFi class inheritance)\", \"2026-01-11 01:27:32\"]\n[\"aeither_lifetime_2026-01-11\", \"aeither\", \"lifetime\", \"2026-01-11\", \"# aeither\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 155 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Updates to environment variable definitions to support plugin integrations.\\n  - PRs: elizaos/eliza#1180 (chore: update env for plugin-goat)\", \"2026-01-11 01:27:33\"]\n[\"snow-farmer_lifetime_2026-01-11\", \"snow-farmer\", \"lifetime\", \"2026-01-11\", \"# snow-farmer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 571 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented Avalanche plugin support, involving modifications to configuration and code files across the repository.\\n  - PRs: elizaos/eliza#842 (feat: add avalanche plugin)\", \"2026-01-11 01:27:38\"]\n[\"remiroyc_lifetime_2026-01-11\", \"remiroyc\", \"lifetime\", \"2026-01-11\", \"# remiroyc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 860 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Replaced `unruggable-core` dependency with `unruggable-sdk` implementation.\\n  - PRs: elizaos/eliza#450 (feat: replace `unruggable-core` with `unruggable-sdk`)\", \"2026-01-11 01:27:41\"]\n[\"jtalmi_lifetime_2026-01-11\", \"jtalmi\", \"lifetime\", \"2026-01-11\", \"# jtalmi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified version synchronization discrepancies in client software.\\n  - Issues: elizaos/eliza#3295 (Discord client version not in sync with 0.1.9)\", \"2026-01-11 01:27:44\"]\n[\"Mer-idium_lifetime_2026-01-11\", \"Mer-idium\", \"lifetime\", \"2026-01-11\", \"# Mer-idium\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identification of build stability and user interface loading failures.\\n  - Issues: elizaos/eliza#3322 (Latest Build Failing), elizaos/eliza#3360 (UI Doesn't Appear to Load)\", \"2026-01-11 01:27:44\"]\n[\"vishal0316_lifetime_2026-01-11\", \"vishal0316\", \"lifetime\", \"2026-01-11\", \"# vishal0316\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Infrastructure:** Reported environment setup failures.\\n  - Issues: elizaos/eliza#3316 (pnpm build failed)\", \"2026-01-11 01:27:45\"]\n[\"sosi-fcfs_lifetime_2026-01-11\", \"sosi-fcfs\", \"lifetime\", \"2026-01-11\", \"# sosi-fcfs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Addressed syntax correctness in project configuration files.\\n  - PRs: elizaos/eliza#3288 (Fixed JSON syntax in package.json)\\n- **Issue Reporting & Feature Proposals:** Documented build environment failures and proposed enhancements for AI agent interaction patterns.\\n  - Issues: elizaos/eliza#3292 (ERR_PNPM_RECURSIVE_RUN_FIRST_FAIL), elizaos/eliza#3383 (Enhancing Twitter AI Agent\\u2019s Human-Like Behavior and Engagement)\", \"2026-01-11 01:27:50\"]\n[\"efeecllk_lifetime_2026-01-11\", \"efeecllk\", \"lifetime\", \"2026-01-11\", \"# efeecllk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Documentation:** Focused on syntax corrections and typo fixes within the `elizaos/eliza` repository.\\n  - PRs: elizaos/eliza#3277 (Fix JSON Syntax Error in package.json), elizaos/eliza#6297 (fix: saftey \\u2192 safety)\", \"2026-01-11 01:27:54\"]\n[\"FloppyDisck_lifetime_2026-01-11\", \"FloppyDisck\", \"lifetime\", \"2026-01-11\", \"# FloppyDisck\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Prompts:** Proposed updates to image generation examples and identified issues with specific character prompts.\\n  - PRs: elizaos/eliza#3260 (Improved image generation prompt example)\", \"2026-01-11 01:27:57\"]\n[\"KeenHero_lifetime_2026-01-11\", \"KeenHero\", \"lifetime\", \"2026-01-11\", \"# KeenHero\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and documented formatting inconsistencies within the Twitter integration.\\n  - Issues: elizaos/eliza#3245 (twitter Post and reply formatting errors)\", \"2026-01-11 01:27:59\"]\n[\"photografereth_lifetime_2026-01-11\", \"photografereth\", \"lifetime\", \"2026-01-11\", \"# photografereth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime stability issues.\\n  - Issues: elizaos/eliza#2864 (Btcfun crash)\", \"2026-01-11 01:28:01\"]\n[\"pallyndr_lifetime_2026-01-11\", \"pallyndr\", \"lifetime\", \"2026-01-11\", \"# pallyndr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Support:** Initiated discussion regarding external library integration.\\n  - Issues: elizaos/eliza#3265 (Availability of a ccxt plugin)\", \"2026-01-11 01:28:04\"]\n[\"midoan2_lifetime_2026-01-11\", \"midoan2\", \"lifetime\", \"2026-01-11\", \"# midoan2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Created tickets regarding environment setup and agent configuration within the Eliza ecosystem.\\n  - Issues: elizaos/eliza#3202 (twitter agent), elizaos/eliza#3176 (set up)\", \"2026-01-11 01:28:07\"]\n[\"illink7_lifetime_2026-01-11\", \"illink7\", \"lifetime\", \"2026-01-11\", \"# illink7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented bugs regarding plugin functionality, logging, and runtime configuration within the ElizaOS ecosystem.\\n  - Issues: elizaos/eliza#3201 (Twitter logging bug), elizaos/eliza#3241 (CoinGecko Plugin data accuracy), elizaos/eliza#2530 (Agent startup loader configuration)\", \"2026-01-11 01:28:09\"]\n[\"SpiralAgent234_lifetime_2026-01-11\", \"SpiralAgent234\", \"lifetime\", \"2026-01-11\", \"# SpiralAgent234\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Process Improvement:** Opened a tracking issue regarding code standards.\\n  - Issues: elizaos/eliza#3200 (Enhance Code Standards)\", \"2026-01-11 01:28:11\"]\n[\"vidvidvid_lifetime_2026-01-11\", \"vidvidvid\", \"lifetime\", \"2026-01-11\", \"# vidvidvid\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Observability & Logging:** Implemented a fix for a logging bug within the Twitter integration module.\\n  - PRs: elizaos/eliza#3327 (fix: Twitter logging bug)\", \"2026-01-11 01:28:15\"]\n[\"medardm_lifetime_2026-01-11\", \"medardm\", \"lifetime\", \"2026-01-11\", \"# medardm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified dependency integration errors and agent interaction logic failures.\\n  - Issues: elizaos/eliza#3159 (Reported missing 'delay' export in @ai-sdk/provider-utils), elizaos/eliza#2521 (Documented failure of agent to reply to new target user tweets)\", \"2026-01-11 01:28:20\"]\n[\"nilaysarma_lifetime_2026-01-11\", \"nilaysarma\", \"lifetime\", \"2026-01-11\", \"# nilaysarma\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project documentation regarding external platform branding and contribution workflows.\\n  - PRs: elizaos/eliza#3198 (Update Twitter to X (Twitter)), elizaos/eliza#3268 (Add GitHub issues link to CONTRIBUTING.md file)\", \"2026-01-11 01:28:20\"]\n[\"Mirmuxsin686_lifetime_2026-01-11\", \"Mirmuxsin686\", \"lifetime\", \"2026-01-11\", \"# Mirmuxsin686\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened a single ticket in the Eliza repository.\\n  - Issues: elizaos/eliza#3147 (Pul)\", \"2026-01-11 01:28:24\"]\n[\"jamdickin11_lifetime_2026-01-11\", \"jamdickin11\", \"lifetime\", \"2026-01-11\", \"# jamdickin11\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Defect Reporting:** Logged an authentication error regarding Twitter login attempts.\\n  - Issues: elizaos/eliza#3112 (twitter login authentication error)\", \"2026-01-11 01:28:25\"]\n[\"OFUZORCHUKWUEMEKE_lifetime_2026-01-11\", \"OFUZORCHUKWUEMEKE\", \"lifetime\", \"2026-01-11\", \"# OFUZORCHUKWUEMEKE\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Error Reporting:** Documented execution errors related to external model API integration and database schema constraints.\\n  - Issues: elizaos/eliza#3079 (Unable to connect to Anthopic model ERROR), elizaos/eliza#3355 (SqliteError: Vector dimension mistmatch)\", \"2026-01-11 01:28:29\"]\n[\"galmw_lifetime_2026-01-11\", \"galmw\", \"lifetime\", \"2026-01-11\", \"# galmw\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 92 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Implemented the Edwin plugin within the Eliza framework, adding 320 lines across code, configuration, and documentation files.\\n  - PRs: elizaos/eliza#3045 (feat: Add edwin plugin to eliza)\", \"2026-01-11 01:28:33\"]\n[\"Bleyle823_lifetime_2026-01-11\", \"Bleyle823\", \"lifetime\", \"2026-01-11\", \"# Bleyle823\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 64 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated configuration guides to specify formatting requirements for EVM private keys.\\n  - PRs: elizaos/eliza#3414 (docs: add note about 0x prefix needed for evm private key)\", \"2026-01-11 01:28:34\"]\n[\"nelohenriq_lifetime_2026-01-11\", \"nelohenriq\", \"lifetime\", \"2026-01-11\", \"# nelohenriq\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported configuration and connectivity errors within the Eliza framework.\\n  - Issues: elizaos/eliza#2633 (Vector Dimension error with GAIANET), elizaos/eliza#2622 (GROQ connection failure)\", \"2026-01-11 01:28:36\"]\n[\"lucasdutracoelho_lifetime_2026-01-11\", \"lucasdutracoelho\", \"lifetime\", \"2026-01-11\", \"# lucasdutracoelho\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Reported installation errors regarding binary dependencies.\\n  - Issues: elizaos/eliza#2652 (Error Installing @discordjs/opus - Binaries Not Found)\", \"2026-01-11 01:28:40\"]\n[\"rickwilliams_lifetime_2026-01-11\", \"rickwilliams\", \"lifetime\", \"2026-01-11\", \"# rickwilliams\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project introduction files.\\n  - PRs: elizaos/eliza#4005 (Update intro.md documentation)\", \"2026-01-11 01:28:41\"]\n[\"Links17_lifetime_2026-01-11\", \"Links17\", \"lifetime\", \"2026-01-11\", \"# Links17\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Stability:** Reported runtime exceptions regarding database extension loading failures on specific hardware configurations.\\n  - Issues: elizaos/eliza#1747 (Jetson Runtime Exception with sqlite-vec Extension Load Failure)\", \"2026-01-11 01:28:45\"]\n[\"www222fff_lifetime_2026-01-11\", \"www222fff\", \"lifetime\", \"2026-01-11\", \"# www222fff\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Deployment Automation:** Initiated work on automating CVM deployment processes.\\n  - PRs: elizaos/eliza#3740 (automatically deploy cvm)\\n- **Network Configuration:** Documented requirements for HTTP proxy support within AI agent workflows.\\n  - Issues: elizaos/eliza#1677 (Add http proxy support for ai agent)\", \"2026-01-11 01:28:48\"]\n[\"imerku1ov_lifetime_2026-01-11\", \"imerku1ov\", \"lifetime\", \"2026-01-11\", \"# imerku1ov\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Stability:** Reported operational failures in agent startup sequences.\\n  - Issues: elizaos/eliza#3901 (Twitter Agent doesn't start)\", \"2026-01-11 01:28:51\"]\n[\"elpulpo0_lifetime_2026-01-11\", \"elpulpo0\", \"lifetime\", \"2026-01-11\", \"# elpulpo0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **MultiversX Plugin Development:** Implemented functional extensions for the MultiversX plugin, focusing on transaction types and identity management.\\n  - PRs: elizaos/eliza#3209 (feat: Add CREATE_POOL action in MultiversX plugin), elizaos/eliza#3238 (feat: (plugin-multiversx) Allow the use of herotag), elizaos/eliza#2810 (feat: Add Access Token Management to MultiversX Plugin)\\n- **Documentation:** Maintained documentation links within the plugin package.\\n  - PRs: elizaos/eliza#2985 (fix README's CONTRIBUTING.md link in plugin-multiversx package)\", \"2026-01-11 01:28:57\"]\n[\"cuongnguyenthai_lifetime_2026-01-11\", \"cuongnguyenthai\", \"lifetime\", \"2026-01-11\", \"# cuongnguyenthai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented the Holdstation swap plugin, introducing new feature capabilities to the Eliza framework.\\n  - PRs: elizaos/eliza#2596 (feat(plugin-holdstation): add plugin holdstation swap)\", \"2026-01-11 01:29:01\"]\n[\"leejw51crypto_lifetime_2026-01-11\", \"leejw51crypto\", \"lifetime\", \"2026-01-11\", \"# leejw51crypto\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented support for the Cronos EVM chain within the Eliza framework.\\n  - PRs: elizaos/eliza#2585 (feat: Add Cronos Evm)\", \"2026-01-11 01:29:02\"]\n[\"jazzvaz_lifetime_2026-01-11\", \"jazzvaz\", \"lifetime\", \"2026-01-11\", \"# jazzvaz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **Development Environment Configuration:** Implemented containerization support and updated version control exclusions for the project environment.\\n  - PRs: elizaos/eliza#1807 (feat: Add devcontainer), elizaos/eliza#2597 (Add 'node-compile-cache' to '.gitignore')\", \"2026-01-11 01:29:02\"]\n[\"lxcong_lifetime_2026-01-11\", \"lxcong\", \"lifetime\", \"2026-01-11\", \"# lxcong\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 7 total (0 approvals, 0 change requests, 7 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 271 hours\\n\\n## Contribution Domains\\n- **Chainbase Integration:** Implemented the Chainbase plugin for the Eliza framework, introducing significant code volume and configuration files. Work included enhancing query text extraction and validation logic.\\n  - PRs: elizaos/eliza#2162 (feat: chainbase plugin for eliza), elizaos/eliza#2586 (feat: chainbase plugin for eliza)\", \"2026-01-11 01:29:05\"]\n[\"RaveenaBhasin_lifetime_2026-01-11\", \"RaveenaBhasin\", \"lifetime\", \"2026-01-11\", \"# RaveenaBhasin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Integrations & Plugins:** Implemented the Router Nitro agent integration, involving significant file additions.\\n  - PRs: elizaos/eliza#2590 (feat: add router nitro plugin)\", \"2026-01-11 01:29:13\"]\n[\"Alirun_lifetime_2026-01-11\", \"Alirun\", \"lifetime\", \"2026-01-11\", \"# Alirun\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 26 hours\\n\\n## Contribution Domains\\n- **Goal Evaluation Logic:** Addressed specific logic errors regarding goal objective lookups and update handlers within the `elizaos/eliza` repository.\\n  - PRs: elizaos/eliza#2791 (fix: bug in goal objectives update lookup logic), elizaos/eliza#2725 (fix: goal updating bug in the goal evaluator's handler)\", \"2026-01-11 01:29:14\"]\n[\"boohyunsik_lifetime_2026-01-11\", \"boohyunsik\", \"lifetime\", \"2026-01-11\", \"# boohyunsik\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 91 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented the Initia plugin, comprising code, configuration, and test files.\\n  - PRs: elizaos/eliza#2448 (feat(plugin-new): initia plugin + chore revert to integration), elizaos/eliza#2251 (feat: initia plugin)\", \"2026-01-11 01:29:17\"]\n[\"juanc07_lifetime_2026-01-11\", \"juanc07\", \"lifetime\", \"2026-01-11\", \"# juanc07\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Integrations:** Introduced external communication plugins.\\n  - PRs: elizaos/eliza#1822 (added plugin-twilio to send messages using sms).\\n- **Runtime Maintenance:** Addressed type definitions and content validation logic.\\n  - PRs: elizaos/eliza#2782 (Fix DTS Error mismatch LanguageModelV1interface), elizaos/eliza#3155 (Added additional checks for content before calling).\", \"2026-01-11 01:29:22\"]\n[\"bodhi-crypo_lifetime_2026-01-11\", \"bodhi-crypo\", \"lifetime\", \"2026-01-11\", \"# bodhi-crypo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Configuration & Prompt Updates:** Executed minor text-based modifications to client prompts and plugin descriptions within the Eliza framework.\\n  - PRs: elizaos/eliza#1916 (chore(client-discord): fix SUMMARIZE prompt), elizaos/eliza#2668 (fix(plugin-depin): sentientAI description)\", \"2026-01-11 01:29:24\"]\n[\"JhChoy_lifetime_2026-01-11\", \"JhChoy\", \"lifetime\", \"2026-01-11\", \"# JhChoy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Eliza Framework Fixes:** Resolved parsing and formatting errors within the Twitter client integration and state composition logic.\\n  - PRs: elizaos/eliza#2802 (fix: single quote handle bug at parseJsonArray), elizaos/eliza#2789 (fix: client-twitter homeTimeline name parse bug), elizaos/eliza#2788 (fix: topics formatting bug at composeState)\", \"2026-01-11 01:29:24\"]\n[\"AdventureSeeker987_lifetime_2026-01-11\", \"AdventureSeeker987\", \"lifetime\", \"2026-01-11\", \"# AdventureSeeker987\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Coinbase Plugin Configuration:** Updated token contract definitions within the Coinbase plugin structure.\\n  - PRs: elizaos/eliza#2781 (chore(plugin-coinbase): Update tokenContract.ts)\", \"2026-01-11 01:29:25\"]\n[\"zhiqiangxu_lifetime_2026-01-11\", \"zhiqiangxu\", \"lifetime\", \"2026-01-11\", \"# zhiqiangxu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration:** Submitted a proposal to introduce `mise.toml` for environment configuration.\\n  - PRs: elizaos/eliza#2770 (feat: add `mise.toml`)\", \"2026-01-11 01:29:31\"]\n[\"bharathbabu-moralis_lifetime_2026-01-11\", \"bharathbabu-moralis\", \"lifetime\", \"2026-01-11\", \"# bharathbabu-moralis\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented the Moralis plugin within the Eliza ecosystem.\\n  - PRs: elizaos/eliza#2764 (feat: add moralis plugin)\", \"2026-01-11 01:29:39\"]\n[\"pranav-singhal_lifetime_2026-01-11\", \"pranav-singhal\", \"lifetime\", \"2026-01-11\", \"# pranav-singhal\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented Zerion integration within the Eliza framework.\\n  - PRs: elizaos/eliza#2766 (feat(new-plugin): added zerion plugin)\", \"2026-01-11 01:29:39\"]\n[\"baizele_lifetime_2026-01-11\", \"baizele\", \"lifetime\", \"2026-01-11\", \"# baizele\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Modifications:**\\n  - Activity consists of 4 commits resulting in changes to 9 files (+91/-2 lines).\\n  - Work is categorized primarily as general tasks (75%) with a smaller component of bug fixes (25%).\\n  - No Pull Requests or Issues are associated with these contributions.\", \"2026-01-11 01:29:39\"]\n[\"ebaizel_lifetime_2026-01-11\", \"ebaizel\", \"lifetime\", \"2026-01-11\", \"# ebaizel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 238 hours\\n\\n## Contribution Domains\\n- **LLM Provider Integration:** Implemented and debugged the Amazon Bedrock provider for the Eliza framework.\\n  - PRs: elizaos/eliza#2769 (feat: Add Amazon Bedrock as LLM provider), elizaos/eliza#3329 (fix: 3328 fix Amazon Bedrock as LLM provider), elizaos/eliza#3553 (fix: Fix bedrock inference)\", \"2026-01-11 01:29:39\"]\n[\"LouisVannobel_lifetime_2026-01-11\", \"LouisVannobel\", \"lifetime\", \"2026-01-11\", \"# LouisVannobel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Updated file paths across 20 documentation files to ensure correct referencing.\\n  - PRs: elizaos/eliza#2763 (Fix path in all files)\", \"2026-01-11 01:29:42\"]\n[\"croal99_lifetime_2026-01-11\", \"croal99\", \"lifetime\", \"2026-01-11\", \"# croal99\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Internationalization:** Submitted changes to enable Chinese character input support within the codebase.\\n  - PRs: elizaos/eliza#2749 (supporting Chinese input)\", \"2026-01-11 01:29:51\"]\n[\"dev-holdstation_lifetime_2026-01-11\", \"dev-holdstation\", \"lifetime\", \"2026-01-11\", \"# dev-holdstation\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented the Holdstation swap plugin within the Eliza framework, adding configuration and functional code across 21 files.\\n  - PRs: elizaos/eliza#2741 (feat(plugin-holdstation): add plugin holdstation swap), elizaos/eliza#2740 (feat(plugin-holdstation): add plugin holdstation swap)\", \"2026-01-11 01:29:53\"]\n[\"klren0312_lifetime_2026-01-11\", \"klren0312\", \"lifetime\", \"2026-01-11\", \"# klren0312\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Focused on content moderation and bug fixes within the bootstrap plugin.\\n  - PRs: elizaos/eliza#2748 (fix: delete plugin-bootstrap sex message, because it will cau...)\", \"2026-01-11 01:29:56\"]\n[\"cuongnt-holdstation_lifetime_2026-01-11\", \"cuongnt-holdstation\", \"lifetime\", \"2026-01-11\", \"# cuongnt-holdstation\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:**\\n  - Recorded 2 commits modifying 40 files (+1506/-1 lines).\\n  - Work classified as 100% feature work involving various file types.\\n  - No associated Pull Requests or Issues tracked for these changes.\", \"2026-01-11 01:29:57\"]\n[\"ajkraus04_lifetime_2026-01-11\", \"ajkraus04\", \"lifetime\", \"2026-01-11\", \"# ajkraus04\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented fixes for the TON plugin architecture.\\n  - PRs: elizaos/eliza#2755 (Bug/fix ton plugin)\", \"2026-01-11 01:29:57\"]\n[\"iteyelmp_lifetime_2026-01-11\", \"iteyelmp\", \"lifetime\", \"2026-01-11\", \"# iteyelmp\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Focused exclusively on the implementation and integration of the Ethstorage plugin within the Eliza framework.\\n  - PRs: elizaos/eliza#2737 (feat: Add plugin-ethstorage), elizaos/eliza#2692 (feat: Add plugin-ethstorage), elizaos/eliza#2647 (Ethstorage plugin)\", \"2026-01-11 01:30:06\"]\n[\"alex1092_lifetime_2026-01-11\", \"alex1092\", \"lifetime\", \"2026-01-11\", \"# alex1092\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Updates to environment variable documentation and examples.\\n  - PRs: elizaos/eliza#2736 (chore: adds hyperliquid env variables to env example)\", \"2026-01-11 01:30:09\"]\n[\"guspan-tanadi_lifetime_2026-01-11\", \"guspan-tanadi\", \"lifetime\", \"2026-01-11\", \"# guspan-tanadi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n**Documentation & Maintenance:** Updates to documentation links and navigation structures within the core and adapter packages.\\n- PRs: elizaos/eliza#2724 (chore(core/evaluators): source example links), elizaos/eliza#3005 (docs(packages/adapters): navigate section links)\", \"2026-01-11 01:30:12\"]\n[\"tmarwen_lifetime_2026-01-11\", \"tmarwen\", \"lifetime\", \"2026-01-11\", \"# tmarwen\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 27 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented a new Form chain plugin within the Eliza framework, introducing approximately 5,000 lines of code across 34 files.\\n  - PRs: elizaos/eliza#2728 (feat(new-plugin): add Form chain plugin)\", \"2026-01-11 01:30:15\"]\n[\"mj850_lifetime_2026-01-11\", \"mj850\", \"lifetime\", \"2026-01-11\", \"# mj850\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **Sei Network Integration:** Implemented initial plugin architecture and staking capabilities for the Sei blockchain.\\n  - PRs: elizaos/eliza#2720 (feat: Add Sei Plugin), elizaos/eliza#3105 (feat: Add ability to stake tokens on SEI)\", \"2026-01-11 01:30:16\"]\n[\"antman1p_lifetime_2026-01-11\", \"antman1p\", \"lifetime\", \"2026-01-11\", \"antman1p focused exclusively on the `elizaos/eliza` repository, primarily addressing infrastructure configuration and dependency management. Work included resolving version conflicts for `@ai-sdk/provider`, updating Supabase adapter configurations, and refining environment variable examples. Technical contributions involved handling case-sensitive column references in SQL tables and modifying agent directory conditionals. Additionally, antman1p identified local CUDA detection issues and contributed documentation fixes for plugin quickstarts.\\n\\n# antman1p\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 2 open/closed\\n- **Pull Requests Reviewed:** 7 total (0 approvals, 0 change requests, 7 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Configuration:** Updates to database adapters, environment configurations, and dependency resolution.\\n  - PRs: elizaos/eliza#2100 (Fix: Supabase updates), elizaos/eliza#2032 (chore: add conditionals for supabase to agent directory), elizaos/eliza#2714 (fix: resolve @ai-sdk/provider version conflicts)\\n- **Database Logic:** Corrections to SQL constraints and column referencing.\\n  - PRs: elizaos/eliza#2058 (Fix: case-sensitive column reference in knowledge table CHECK...)\\n- **Documentation:** Updates to setup guides and quickstart files.\\n  - PRs: elizaos/eliza#4047 (fixed add plugin command quickstart.md), elizaos/eliza#2031 (Update .env.example)\", \"2026-01-11 01:30:26\"]\n[\"VictorCyprien_lifetime_2026-01-11\", \"VictorCyprien\", \"lifetime\", \"2026-01-11\", \"# VictorCyprien\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Development:** Opened a pull request in the eliza repository.\\n  - PRs: elizaos/eliza#2708 (Develop)\", \"2026-01-11 01:30:26\"]\n[\"futreall_lifetime_2026-01-11\", \"futreall\", \"lifetime\", \"2026-01-11\", \"# futreall\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Focused on text corrections and markdown file updates within the `elizaos/eliza` repository.\\n  - PRs: elizaos/eliza#2986 (chore: correction typos chat_2024-12-04.md), elizaos/eliza#2713 (error 2025-01-07.md)\", \"2026-01-11 01:30:26\"]\n[\"krustevalexander_lifetime_2026-01-11\", \"krustevalexander\", \"lifetime\", \"2026-01-11\", \"# krustevalexander\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented and subsequently refactored the Imgflip meme generation integration.\\n  - PRs: elizaos/eliza#2711 (added Imgflip plugin for generating memes), elizaos/eliza#2846 (simplified and fixed exports in Imgflip meme generation)\", \"2026-01-11 01:30:26\"]\n[\"Izreallyelvira_lifetime_2026-01-11\", \"Izreallyelvira\", \"lifetime\", \"2026-01-11\", \"# Izreallyelvira\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or specific code contributions recorded in the provided dataset. Activity is limited to a single pull request review approval without associated repository details.\", \"2026-01-11 01:30:31\"]\n[\"dezcalimese_lifetime_2026-01-11\", \"dezcalimese\", \"lifetime\", \"2026-01-11\", \"# dezcalimese\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 27 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Focused on expanding ecosystem connectivity through new plugin implementations.\\n  - PRs: elizaos/eliza#2703 (feat: add lit plugin), elizaos/eliza#2706 (feat(new-plugin): add shogun sdk plugin)\", \"2026-01-11 01:30:38\"]\n[\"lispking_lifetime_2026-01-11\", \"lispking\", \"lifetime\", \"2026-01-11\", \"# lispking\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented support for the Mina blockchain involving substantial codebase additions and extended cryptographic algorithm support (secp256k1/secp256r1) for the Sui integration.\\n  - PRs: elizaos/eliza#2702 (feat: support mina blockchain), elizaos/eliza#2476 (feat: Sui supports the secp256k1/secp256r1 algorithms)\\n- **Plugin Extensions:** Opened work to integrate the Navi plugin.\\n  - PRs: elizaos/eliza#3417 (feat: support plugin-navi)\", \"2026-01-11 01:30:40\"]\n[\"YohanGH_lifetime_2026-01-11\", \"YohanGH\", \"lifetime\", \"2026-01-11\", \"# YohanGH\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Focused on internationalization efforts, specifically updating French language documentation.\\n  - PRs: elizaos/eliza#2964 (Update of the complete translation of README_FR.md [FR])\", \"2026-01-11 01:30:40\"]\n[\"conache_lifetime_2026-01-11\", \"conache\", \"lifetime\", \"2026-01-11\", \"# conache\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **Allora Plugin Integration:** Established the Allora plugin within the codebase and updated the implementation to utilize the latest SDK version.\\n  - PRs: elizaos/eliza#1955 (feat: Add Allora plugin), elizaos/eliza#2707 (chore: Use latest allora-sdk version in the Allora Plugin)\", \"2026-01-11 01:30:42\"]\n[\"skurzyp-arianelabs_lifetime_2026-01-11\", \"skurzyp-arianelabs\", \"lifetime\", \"2026-01-11\", \"# skurzyp-arianelabs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Provider Integration:** Implemented a new provider module identified as CCS-14, involving configuration updates and code additions across 16 files.\\n  - PRs: elizaos/eliza#2699 (CCS-14 provider)\", \"2026-01-11 01:30:45\"]\n[\"BlockEater96_lifetime_2026-01-11\", \"BlockEater96\", \"lifetime\", \"2026-01-11\", \"# BlockEater96\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 4 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented and updated the OmniFlix plugin for the Eliza platform.\\n  - PRs: elizaos/eliza#2693 (feat(new-plugin): Eliza OmniFlix Plugin), elizaos/eliza#3460 (Update Eliza OmniFlix Plugin), elizaos/eliza#2662 (feat(new-plugin) Eliza OmniFlix Plugin)\", \"2026-01-11 01:30:57\"]\n[\"bealers_lifetime_2026-01-11\", \"bealers\", \"lifetime\", \"2026-01-11\", \"bealers contributes primarily to the `elizaos/eliza` repository, focusing on documentation, database schema integrity, and infrastructure configuration. Work includes authoring a remote deployment guide, resolving type mismatches in `plugin-sql` by converting text fields to UUIDs, and introducing environment variables to control UI visibility. Additionally, bealers registered the `plugin-mattermost` extension and has proposed Docker infrastructure enhancements.\\n\\n# bealers\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 4 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 48 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Configuration:** Implementation of environment controls and infrastructure proposals.\\n  - elizaos/eliza#5304 (Add ELIZA_UI_ENABLE environment variable to toggle Web UI)\\n  - elizaos/eliza#5583 ([DRAFT] Docker Infrastructure Enhancement Proposal)\\n  - elizaos/eliza#5670 (feature/docker starter)\\n\\n- **Database & Plugins:** Schema type fixes and plugin registration.\\n  - elizaos/eliza#5287 (fix(plugin-sql): Convert message_servers.id from TEXT to UUID)\\n  - elizaos-plugins/registry#188 (Add plugin-mattermost to registry)\\n  - elizaos/eliza#5278 (fix(plugin-sql): Fix database schema type mismatch)\\n\\n- **Documentation:** Creation of deployment guides and formatting updates.\\n  - elizaos/eliza#3501 (docs: New remote deployment guide)\\n  - elizaos/eliza#2698 (Mostly aesthetic changes, fixed bullets and numbering)\", \"2026-01-11 01:30:59\"]\n[\"vinay-maggidi_lifetime_2026-01-11\", \"vinay-maggidi\", \"lifetime\", \"2026-01-11\", \"# vinay-maggidi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Contributions:**\\n  - No pull requests or issues were tracked during this period.\\n  - Activity consists of 4 commits modifying 41 files, resulting in a net addition of 3,698 lines (+3700/-2).\\n  - Work was categorized entirely as \\\"other work\\\" across various file types.\", \"2026-01-11 01:31:01\"]\n[\"benliang99_lifetime_2026-01-11\", \"benliang99\", \"lifetime\", \"2026-01-11\", \"# benliang99\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 55 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented Bittensor Bitmind API integration as a new plugin.\\n  - PRs: elizaos/eliza#2682 (feat(new-plugin): bittensor bitmind api for eliza)\", \"2026-01-11 01:31:02\"]\n[\"kenobijon_lifetime_2026-01-11\", \"kenobijon\", \"lifetime\", \"2026-01-11\", \"# kenobijon\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Modifications:** Committed 2 changes modifying 2 files (+338/-341 lines).\\n  - No authored pull requests recorded in the provided dataset.\", \"2026-01-11 01:31:12\"]\n[\"mateuszm-arianelabs_lifetime_2026-01-11\", \"mateuszm-arianelabs\", \"lifetime\", \"2026-01-11\", \"# mateuszm-arianelabs\\n\\nNo contribution activity in this time window.\", \"2026-01-11 01:31:12\"]\n[\"VolodymyrBg_lifetime_2026-01-11\", \"VolodymyrBg\", \"lifetime\", \"2026-01-11\", \"# VolodymyrBg\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Testing Infrastructure:** Added process execution capabilities to the test library within the Eliza framework.\\n  - PRs: elizaos/eliza#2672 (feat: Implement runProcess function in test library)\\n- **Blockchain Integration:** Developing enhancements for the Starknet token provider (currently open).\\n  - PRs: elizaos/eliza#3132 (feat(starknet): enhance token provider implementation and typ...)\", \"2026-01-11 01:31:16\"]\n[\"nnsW3_lifetime_2026-01-11\", \"nnsW3\", \"lifetime\", \"2026-01-11\", \"# nnsW3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Executed spelling corrections within documentation files.\\n  - PRs: elizaos/eliza#2669 (chore(spelling-fixes): docs)\", \"2026-01-11 01:31:16\"]\n[\"victoryanonymous_lifetime_2026-01-11\", \"victoryanonymous\", \"lifetime\", \"2026-01-11\", \"# victoryanonymous\\n\\nNo contribution activity in this time window.\", \"2026-01-11 01:31:20\"]\n[\"prathamesh0_lifetime_2026-01-11\", \"prathamesh0\", \"lifetime\", \"2026-01-11\", \"# prathamesh0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Configuration:** Submitted a new character profile configuration and associated tests.\\n  - PRs: elizaos/eliza#2640 (Add a Jack Sparrow character)\", \"2026-01-11 01:31:25\"]\n[\"jteso_lifetime_2026-01-11\", \"jteso\", \"lifetime\", \"2026-01-11\", \"# jteso\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **Email Integration:** Implemented email client capabilities and plugin infrastructure within the Eliza framework.\\n  - PRs: elizaos/eliza#2645 (feat(email-plugin): add email-plugin + improve), elizaos/eliza#2642 (feat: add EmailClient for Eliza)\", \"2026-01-11 01:31:27\"]\n[\"siphonelee_lifetime_2026-01-11\", \"siphonelee\", \"lifetime\", \"2026-01-11\", \"# siphonelee\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Conflux Plugin:** Addressed a typographical error within the Conflux plugin integration.\\n  - PRs: elizaos/eliza#2654 (fix: a typo bug in conflux plugin)\", \"2026-01-11 01:31:28\"]\n[\"Liao1_lifetime_2026-01-11\", \"Liao1\", \"lifetime\", \"2026-01-11\", \"# Liao1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 74 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Added DCAP plugin functionality to the Eliza framework.\\n  - PRs: elizaos/eliza#2638 (feat: Add plugin-dcap)\", \"2026-01-11 01:31:34\"]\n[\"KanishkKhurana_lifetime_2026-01-11\", \"KanishkKhurana\", \"lifetime\", \"2026-01-11\", \"# KanishkKhurana\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 80 hours\\n\\n## Contribution Domains\\n- **Documentation & Deployment:** Added deployment guides to the project documentation, specifically focusing on one-click deployment methods.\\n  - PRs: elizaos/eliza#2631 (docs: add one click deployment to docs)\", \"2026-01-11 01:31:40\"]\n[\"melynx_lifetime_2026-01-11\", \"melynx\", \"lifetime\", \"2026-01-11\", \"# melynx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:** Recorded participation in 1 review.\\n  - No authored pull requests or specific review targets provided in the dataset.\", \"2026-01-11 01:31:40\"]\n[\"batudo_lifetime_2026-01-11\", \"batudo\", \"lifetime\", \"2026-01-11\", \"# batudo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 80 hours\\n\\n## Contribution Domains\\n- **Text Processing & Logic:** Addressed specific logic errors within text handling and knowledge management modules in the core repository.\\n  - PRs: elizaos/eliza#3653 (fix: Fix splitText), elizaos/eliza#3746 (fix: Revert short knowledge items handling)\\n- **System Configuration:** Enabled customization for execution environment logging paths.\\n  - PRs: elizaos/eliza#2616 (chore: allow custom TEE log path)\", \"2026-01-11 01:31:47\"]\n[\"chzyer_lifetime_2026-01-11\", \"chzyer\", \"lifetime\", \"2026-01-11\", \"# chzyer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Executed direct code changes focused on bug resolution.\\n  - Activity: 1 commit modifying 1 file (+22/-0 lines). No associated Pull Requests tracked.\", \"2026-01-11 01:31:48\"]\n[\"macnablocky_lifetime_2026-01-11\", \"macnablocky\", \"lifetime\", \"2026-01-11\", \"# macnablocky\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Integration:** Implemented a MongoDB adapter involving code, configuration, and test updates across 11 files.\\n  - PRs: elizaos/eliza#2605 (Elizaai 25 mongo db adapter)\", \"2026-01-11 01:31:50\"]\n[\"ShuochengWang_lifetime_2026-01-11\", \"ShuochengWang\", \"lifetime\", \"2026-01-11\", \"# ShuochengWang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 338 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Security:** Implemented Trusted Execution Environment (TEE) logging and Intel SGX support for the Eliza framework. This extensive update modified over 2,300 files to enable secure execution capabilities.\\n  - PRs: elizaos/eliza#1470 (feat: support TEE logging and support running eliza in Intel SGX)\", \"2026-01-11 01:31:54\"]\n[\"junkwarrior87_lifetime_2026-01-11\", \"junkwarrior87\", \"lifetime\", \"2026-01-11\", \"# junkwarrior87\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bugfix Work:** Applied code modifications focused entirely on bug fixes.\\n  - Changes: Modified 11 files (+421/-0 lines) via 1 commit across various file types. (No PRs tracked).\", \"2026-01-11 01:31:56\"]\n[\"Ywmet_lifetime_2026-01-11\", \"Ywmet\", \"lifetime\", \"2026-01-11\", \"# Ywmet\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Initiated development for Merlin plugin support within the Eliza framework.\\n  - PRs: elizaos/eliza#2583 (Merlin plugin support), elizaos/eliza#2579 (Merlin dev)\", \"2026-01-11 01:32:00\"]\n[\"OleanjiKingCode_lifetime_2026-01-11\", \"OleanjiKingCode\", \"lifetime\", \"2026-01-11\", \"# OleanjiKingCode\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Expansion:** Proposed a large-scale update involving over 5,000 lines of code and configuration changes within the main repository.\\n  - PRs: elizaos/eliza#2594 (eliza)\", \"2026-01-11 01:32:01\"]\n[\"rattadan_lifetime_2026-01-11\", \"rattadan\", \"lifetime\", \"2026-01-11\", \"# rattadan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Submitted changes focused on educational resources and character configuration files.\\n  - PRs: elizaos/eliza#2575 (Add 2 tag-teamed characters as education example, add step-by...)\", \"2026-01-11 01:32:08\"]\n[\"Nevermore-Ray_lifetime_2026-01-11\", \"Nevermore-Ray\", \"lifetime\", \"2026-01-11\", \"# Nevermore-Ray\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 3 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 72 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Integrated `btcfun` and `trikon` plugins into the Eliza framework, updating initialization logic and associated configuration files.\\n  - PRs: elizaos/eliza#2643 (chore(update-plugin-initialization): btcfun & trikon plugin), elizaos/eliza#2797 (btcfun Plugin for Eliza)\", \"2026-01-11 01:32:11\"]\n[\"xyd945_lifetime_2026-01-11\", \"xyd945\", \"lifetime\", \"2026-01-11\", \"# xyd945\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Configuration:** Submitted changes to resolve React version conflicts within package settings.\\n  - PRs: elizaos/eliza#2574 (fix package.json for mutiple versions of react)\", \"2026-01-11 01:32:13\"]\n[\"LeapAI-tech_lifetime_2026-01-11\", \"LeapAI-tech\", \"lifetime\", \"2026-01-11\", \"# LeapAI-tech\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration Cleanup:** Submitted a change to remove character definitions from the codebase, deleting 349 lines of configuration.\\n  - PRs: elizaos/eliza#2571 (removing characters)\", \"2026-01-11 01:32:14\"]\n[\"devin-ai-integration_lifetime_2026-01-11\", \"devin-ai-integration\", \"lifetime\", \"2026-01-11\", \"# devin-ai-integration\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 7 merged, 5 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Plugin Architecture:** Implementation of new client-agnostic and blockchain-specific plugins.\\n  - PRs: elizaos/eliza#2549 (implement client-agnostic Devin plugin), elizaos/eliza#2595 (Implement secure TRON blockchain integration), elizaos/eliza#2552 (implement feedback from PR #2452 for BeatsFoundation)\\n- **CI/CD & Testing Infrastructure:** Optimization of test workflows and dependency management.\\n  - PRs: elizaos/eliza#2589 (update integration tests workflow with improved caching), elizaos/eliza#2848 (update bs58 version to resolve integration test deps), elizaos/eliza#2556 (optimize pnpm cache configuration)\\n\\n## Contribution Patterns\\n- **Code patterns:** Pairs feature additions (plugins) with configuration adjustments to build tools (pnpm, ts-node) and workflows.\\n- **Collaboration patterns:** Submits multiple granular PRs for configuration tuning (e.g., cache optimization) rather than bundling changes.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution recorded in January 2025.\\n- **Current:** Activity is concentrated entirely in January 2025, focusing simultaneously on plugin expansion and CI stability.\\n\\n## Organizational Signals\\n- **Review Dependencies:** 100% of merged PRs reviewed by @wtfsayo (HIGH).\\n- **Issue Linkage:** 0% of merged PRs close tracked issues (MEDIUM).\", \"2026-01-11 01:32:22\"]\n[\"AmriteshTrikon_lifetime_2026-01-11\", \"AmriteshTrikon\", \"lifetime\", \"2026-01-11\", \"# AmriteshTrikon\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 117 hours\\n\\n## Contribution Domains\\n- **Eliza Framework Extensions:** Implemented the Trikon plugin integration within the Eliza ecosystem, progressing from a proof-of-concept to a merged feature.\\n  - PRs: elizaos/eliza#2653 (feat(new-plugin): trikon plugin for eliza), elizaos/eliza#2570 (POC:plugin-trikon)\", \"2026-01-11 01:32:22\"]\n[\"Ocheretovich_lifetime_2026-01-11\", \"Ocheretovich\", \"lifetime\", \"2026-01-11\", \"# Ocheretovich\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted a modification to the repository readme file.\\n  - PRs: elizaos/eliza#2544 (Fix: docs readme)\", \"2026-01-11 01:32:26\"]\n[\"rezawr_lifetime_2026-01-11\", \"rezawr\", \"lifetime\", \"2026-01-11\", \"# rezawr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Functionality:** Initiated work on agent index code implementation involving minor code modifications.\\n  - PRs: elizaos/eliza#2541 (feat: agent index code)\", \"2026-01-11 01:32:26\"]\n[\"jacobwaxman11_lifetime_2026-01-11\", \"jacobwaxman11\", \"lifetime\", \"2026-01-11\", \"# jacobwaxman11\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Template Configuration:** Submitted initial template structures and configuration adjustments involving code and config file modifications.\\n  - PRs: elizaos/eliza#2535 (Templates - added 723 lines across 8 files)\", \"2026-01-11 01:32:33\"]\n[\"HubertIGL_lifetime_2026-01-11\", \"HubertIGL\", \"lifetime\", \"2026-01-11\", \"# HubertIGL\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **User Interface:** Modifications to chat component logic involving code reduction.\\n  - PRs: elizaos/eliza#2529 (Update chat.tsx)\", \"2026-01-11 01:32:36\"]\n[\"rubenmarcus_lifetime_2026-01-11\", \"rubenmarcus\", \"lifetime\", \"2026-01-11\", \"# rubenmarcus\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to static asset references across multiple translation files.\\n  - PRs: elizaos/eliza#2532 (fix banners urls on translation docs)\", \"2026-01-11 01:32:38\"]\n[\"Suryansh-23_lifetime_2026-01-11\", \"Suryansh-23\", \"lifetime\", \"2026-01-11\", \"# Suryansh-23\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Project Development:** Activity is concentrated in `elizaos/eliza`, involving a mix of bug fixes (42%) and feature work (33%) across code and configuration files.\\n  - PRs: elizaos/eliza#2536 (tmp)\", \"2026-01-11 01:32:38\"]\n[\"adventuresinai_lifetime_2026-01-11\", \"adventuresinai\", \"lifetime\", \"2026-01-11\", \"# adventuresinai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 777 hours\\n\\n## Contribution Domains\\n- **RAG Configuration:** Modifications to retrieval-augmented generation settings, specifically adjusting chunking and overlap parameters within the knowledge base logic.\\n  - PRs: elizaos/eliza#2525 (fix: update chunk & Overlap in rag function), elizaos/eliza#2528 (Update ragknowledge.ts), elizaos/eliza#2527 (Update ragknowledge.ts)\", \"2026-01-11 01:32:47\"]\n[\"visionpixel_lifetime_2026-01-11\", \"visionpixel\", \"lifetime\", \"2026-01-11\", \"# visionpixel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **API & Plugin Configuration:** Corrected configuration logic for external service integrations within the `elizaos/eliza` repository, specifically addressing header key retrieval and interval settings.\\n  - PRs: elizaos/eliza#2518 (fix: use coingecko headerKey from api config), elizaos/eliza#4294 (fix: use correct twitter post interval config in plugin-twitter)\", \"2026-01-11 01:32:49\"]\n[\"BitWonka_lifetime_2026-01-11\", \"BitWonka\", \"lifetime\", \"2026-01-11\", \"# BitWonka\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implemented support for Anthropic's image provider to enable vision capabilities.\\n  - PRs: elizaos/eliza#2524 (feat: add anthropic image provider for vision)\", \"2026-01-11 01:32:51\"]\n[\"neelkanani_lifetime_2026-01-11\", \"neelkanani\", \"lifetime\", \"2026-01-11\", \"# neelkanani\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated repository documentation to outline pre-requisites for Telegram integration.\\n  - PRs: elizaos/eliza#2547 (Updated READ.me file with pre-requisites to enable telegram)\", \"2026-01-11 01:32:53\"]\n[\"bfontes_lifetime_2026-01-11\", \"bfontes\", \"lifetime\", \"2026-01-11\", \"# bfontes\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 21 hours\\n\\n## Contribution Domains\\n- **Text-to-Speech (TTS) Infrastructure:** Refactored TTS generation flow and caching mechanisms, involving modifications to over 1,000 files.\\n  - PRs: elizaos/eliza#2506 (plugin-tts: enhance TTS generation flow and caching)\", \"2026-01-11 01:32:55\"]\n[\"sweetmantech_lifetime_2026-01-11\", \"sweetmantech\", \"lifetime\", \"2026-01-11\", \"# sweetmantech\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 6 total (0 approvals, 0 change requests, 6 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 41 hours\\n\\n## Contribution Domains\\n- **Coinbase AgentKit Integration:** Implemented and configured the Coinbase AgentKit plugin within the Eliza framework, including feature addition and default configuration settings.\\n  - PRs: elizaos/eliza#2298 (feat: coinbase agentkit plugin for eliza), elizaos/eliza#2505 (chore: default coinbase agentkit plugin)\", \"2026-01-11 01:33:00\"]\n[\"0xrubusdata_lifetime_2026-01-11\", \"0xrubusdata\", \"lifetime\", \"2026-01-11\", \"# 0xrubusdata\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 34 hours\\n\\n## Contribution Domains\\n- **AI Integration:** Implemented OpenAI integration for text generation within the Eliza framework.\\n  - PRs: elizaos/eliza#2463 (feat(plugin-openai): add OpenAI integration for text generation)\", \"2026-01-11 01:33:05\"]\n[\"Haisen772_lifetime_2026-01-11\", \"Haisen772\", \"lifetime\", \"2026-01-11\", \"# Haisen772\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 26 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to MemoryManager documentation regarding user and room identifiers.\\n  - PRs: elizaos/eliza#2492 (docs: user ID with room ID in MemoryManager and other improve...)\", \"2026-01-11 01:33:06\"]\n[\"beatsfoundation_lifetime_2026-01-11\", \"beatsfoundation\", \"lifetime\", \"2026-01-11\", \"# beatsfoundation\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Media Generation:** Introduction of a new media creation engine, adding 722 lines of code across 26 files.\\n  - PRs: elizaos/eliza#2452 (add media creation engine)\", \"2026-01-11 01:33:08\"]\n[\"suleigolden_lifetime_2026-01-11\", \"suleigolden\", \"lifetime\", \"2026-01-11\", \"# suleigolden\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 7 total (0 approvals, 0 change requests, 7 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 70 hours\\n\\n## Contribution Domains\\n- **Feature Engineering:** Implemented new plugin functionality within the Eliza ecosystem.\\n  - PRs: elizaos/eliza#2461 (feat: Plugin football)\\n- **Component Maintenance:** Resolved type errors affecting animated UI components.\\n  - PRs: elizaos/eliza#2462 (fix: resolve type error for children in animated.div component)\", \"2026-01-11 01:33:14\"]\n[\"zy-bc-ai_lifetime_2026-01-11\", \"zy-bc-ai\", \"lifetime\", \"2026-01-11\", \"# zy-bc-ai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 6 total (0 approvals, 0 change requests, 6 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 568 hours\\n\\n## Contribution Domains\\n- **Security Integrations & Documentation:** Implemented a Mind Network plugin and added documentation covering Fully Homomorphic Encryption (FHE).\\n  - PRs: elizaos/eliza#2431 (feat: add Mind Network plugin), elizaos/eliza#2876 (docs: Add Fully Homomorphic Encryption (FHE) doc)\", \"2026-01-11 01:33:19\"]\n[\"maxcoto_lifetime_2026-01-11\", \"maxcoto\", \"lifetime\", \"2026-01-11\", \"# maxcoto\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 94 hours\\n\\n## Contribution Domains\\n- **Agent Persistence:** Implemented functionality to manage agent lifecycle via the filesystem.\\n  - PRs: elizaos/eliza#2389 (feat: add a way to create/store/restore agents in the filesystem)\", \"2026-01-11 01:33:25\"]\n[\"jimtracy1007_lifetime_2026-01-11\", \"jimtracy1007\", \"lifetime\", \"2026-01-11\", \"# jimtracy1007\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 70 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented new plugin functionality for the Eliza platform.\\n  - PRs: elizaos/eliza#2429 (feat:add plugin-lightning)\", \"2026-01-11 01:33:25\"]\n[\"brkagithub_lifetime_2026-01-11\", \"brkagithub\", \"lifetime\", \"2026-01-11\", \"# brkagithub\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 141 hours\\n\\n## Contribution Domains\\n- **Feature Integrations:** Implemented a new plugin to support the OriginTrail Decentralized Knowledge Graph within the Eliza framework.\\n  - PRs: elizaos/eliza#2380 (feat: plugin for OriginTrail Decentralized Knowledge Graph)\", \"2026-01-11 01:33:32\"]\n[\"georgesheth_lifetime_2026-01-11\", \"georgesheth\", \"lifetime\", \"2026-01-11\", \"# georgesheth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n- **Other Activity:** 1 PR comment, 9 commits\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Direct commit activity involving 2400 files, characterized by significant line removal (-351,524 lines) and additions (+22,499 lines).\\n  - PRs: No pull requests associated with this activity.\", \"2026-01-11 01:33:34\"]\n[\"jobyid_lifetime_2026-01-11\", \"jobyid\", \"lifetime\", \"2026-01-11\", \"# jobyid\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 767 hours\\n\\n## Contribution Domains\\n- **Database Integration:** Implemented a MongoDB adapter, involving significant configuration updates and test additions.\\n  - PRs: elizaos/eliza#1427 (feat(new-adapter): mongo-db adaptor)\", \"2026-01-11 01:33:40\"]\n[\"oxf71_lifetime_2026-01-11\", \"oxf71\", \"lifetime\", \"2026-01-11\", \"# oxf71\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 191 hours\\n\\n## Contribution Domains\\n- **Database Integration:** Implemented Qdrant vector database adapter for the Eliza framework.\\n  - PRs: elizaos/eliza#2322 (feat: add adapter-qdrant)\", \"2026-01-11 01:33:40\"]\n[\"boosik-riverbank_lifetime_2026-01-11\", \"boosik-riverbank\", \"lifetime\", \"2026-01-11\", \"# boosik-riverbank\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Other Work:** Direct code modifications recorded outside of the pull request workflow.\\n  - Commits: 1 commit modifying 47 files (+1787/-394 lines). No specific repository or pull request metadata available.\", \"2026-01-11 01:33:40\"]\n[\"sachiew_lifetime_2026-01-11\", \"sachiew\", \"lifetime\", \"2026-01-11\", \"# sachiew\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Activity:** No code changes or merged pull requests recorded in the provided dataset.\\n- **Review Participation:** Activity limited to 1 review interaction and 4 comments on pull requests.\", \"2026-01-11 01:33:51\"]\n[\"gkfyr_lifetime_2026-01-11\", \"gkfyr\", \"lifetime\", \"2026-01-11\", \"# gkfyr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected static asset references within localized documentation files.\\n  - PRs: elizaos/eliza#3489 (docs: fix incorrect image paths in Korean documentation)\", \"2026-01-11 01:33:51\"]\n[\"AzanAdnan23_lifetime_2026-01-11\", \"AzanAdnan23\", \"lifetime\", \"2026-01-11\", \"# AzanAdnan23\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and reported functionality issues regarding token operations within the EVM plugin.\\n  - Issues: elizaos/eliza#3234 (Issue with Bridging and Swapping Tokens in plugin-evm)\", \"2026-01-11 01:33:51\"]\n[\"royalnine_lifetime_2026-01-11\", \"royalnine\", \"lifetime\", \"2026-01-11\", \"# royalnine\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Plugin Infrastructure:** Implemented environment variable configuration and resolved import path issues for the Compass plugin within the Eliza framework.\\n  - PRs: elizaos/eliza#3494 (adding compass plugin env vars), elizaos/eliza#3611 (fix: importing plugins from registry)\", \"2026-01-11 01:33:52\"]\n[\"jordanurbs_lifetime_2026-01-11\", \"jordanurbs\", \"lifetime\", \"2026-01-11\", \"# jordanurbs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration & Initialization:** Reported bugs related to environment variable loading and process startup stability within the Eliza framework.\\n  - Issues: elizaos/eliza#3449 (.env not being read at all?), elizaos/eliza#3448 (\\\"pnpm start\\\" process getting hung up at INFO: Initializing Ll...)\", \"2026-01-11 01:33:56\"]\n[\"lagrossi_lifetime_2026-01-11\", \"lagrossi\", \"lifetime\", \"2026-01-11\", \"# lagrossi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented connectivity errors within the Telegram client interface.\\n  - Issues: elizaos/eliza#3798 (Telegram client unable to connect to bot API interface)\", \"2026-01-11 01:34:03\"]\n[\"fifahuihua_lifetime_2026-01-11\", \"fifahuihua\", \"lifetime\", \"2026-01-11\", \"# fifahuihua\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 36 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented the initial `apro` plugin integration and initiated subsequent refactoring to rename the component to `ATTPs`.\\n  - PRs: elizaos/eliza#2794 (feat(new-plugin): support apro plugin), elizaos/eliza#3351 (Rename the name of plugin-apro to plugin-ATTPs), elizaos/eliza#3299 (chore: Rename plugin-apro to plugin-ATTPs)\", \"2026-01-11 01:34:03\"]\n[\"vince0656_lifetime_2026-01-11\", \"vince0656\", \"lifetime\", \"2026-01-11\", \"# vince0656\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Initiated development of external integration plugins for the Eliza platform, specifically targeting Discourse and Snapshot DAO functionality.\\n  - PRs: elizaos/eliza#3051 (feat: 2674 discourse plugin)\\n  - Issues: elizaos/eliza#3173 (feat: Snapshot plugin for DAOs), elizaos/eliza#2674 (feat: Discourse plugin)\", \"2026-01-11 01:34:04\"]\n[\"ALGOREX-PH_lifetime_2026-01-11\", \"ALGOREX-PH\", \"lifetime\", \"2026-01-11\", \"# ALGOREX-PH\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Client Integrations:** Opened inquiries regarding external platform connectivity and specific feature usage within the Eliza framework.\\n  - Issues: elizaos/eliza#1562 (Telegram connection), elizaos/eliza#2617 (How to mention certain users using the twitter client?)\", \"2026-01-11 01:34:05\"]\n[\"PendingReality_lifetime_2026-01-11\", \"PendingReality\", \"lifetime\", \"2026-01-11\", \"# PendingReality\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identification of runtime errors in alpha releases.\\n  - Issues: elizaos/eliza#1407 (v0170 alpha 1, better-sqlite error)\", \"2026-01-11 01:34:07\"]\n[\"Y-DA007_lifetime_2026-01-11\", \"Y-DA007\", \"lifetime\", \"2026-01-11\", \"# Y-DA007\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Opened multiple pull requests regarding a trading signals plugin integration.\\n  - PRs: elizaos/eliza#3137 (feat: add trading signals plugin), elizaos/eliza#3139 (feat: add trading signals plugin), elizaos/eliza#3140 (feat: add trading signals plugin)\", \"2026-01-11 01:34:19\"]\n[\"strmfos_lifetime_2026-01-11\", \"strmfos\", \"lifetime\", \"2026-01-11\", \"# strmfos\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected typographical errors in markdown files.\\n  - PRs: elizaos/eliza#3165 (docs: fix typos in .md)\", \"2026-01-11 01:34:20\"]\n[\"Dashamala91_lifetime_2026-01-11\", \"Dashamala91\", \"lifetime\", \"2026-01-11\", \"# Dashamala91\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 6 total (5 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or code changes were recorded in this period. Activity is limited to code review actions (5 approvals, 1 comment).\", \"2026-01-11 01:34:25\"]\n[\"mtbc_lifetime_2026-01-11\", \"mtbc\", \"lifetime\", \"2026-01-11\", \"# mtbc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 569 hours\\n\\n## Contribution Domains\\n- **Eliza Runtime & Plugins:** Updates to agent construction logic and expansion of plugin capabilities.\\n  - PRs: elizaos/eliza#3458 (fix: Have agent construct the character plugins for the runtime), elizaos/eliza#3267 (Teach Zilliqa plugin about PlunderSwap currency exchange)\", \"2026-01-11 01:34:26\"]\n[\"rpatterson9_lifetime_2026-01-11\", \"rpatterson9\", \"lifetime\", \"2026-01-11\", \"# rpatterson9\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted changes to documentation within the `elizaos/eliza` repository, resulting in a net reduction of lines (+20/-192).\\n  - PRs: elizaos/eliza#3125 (more)\", \"2026-01-11 01:34:31\"]\n[\"akugone_lifetime_2026-01-11\", \"akugone\", \"lifetime\", \"2026-01-11\", \"# akugone\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Corrected syntax errors in project configuration files.\\n  - PRs: elizaos/eliza#3118 (fix:chore(plugin-chainbase): add missing comma in package.json)\", \"2026-01-11 01:34:34\"]\n[\"maxime_lifetime_2026-01-11\", \"maxime\", \"lifetime\", \"2026-01-11\", \"# maxime\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Slack Integration & Database Connectivity:** Addressed connection stability between the Slack client and Postgres adapter, and implemented attachment handling for Slack downloads/uploads.\\n  - PRs: elizaos/eliza#3006 (fix: client-slack & adapter-postgres connection), elizaos/eliza#3194 (fix: Slack download upload attachments)\\n\\n- **Core Utilities:** Modified JSON parsing logic to resolve errors when processing array values.\\n  - PRs: elizaos/eliza#3113 (fix: fixing the error parsing json when an array is a value)\\n\\n- **New Client Features:** Initiated development of a Gmail client integration.\\n  - PRs: elizaos/eliza#3090 (feat: Client Gmail)\", \"2026-01-11 01:34:41\"]\n[\"Armando284_lifetime_2026-01-11\", \"Armando284\", \"lifetime\", \"2026-01-11\", \"# Armando284\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Submitted a change to implement caching functionality, involving extensive file modifications and line reductions across configuration and documentation files.\\n  - PRs: elizaos/eliza#3109 (feat: adds cache)\", \"2026-01-11 01:34:42\"]\n[\"vipocenka_lifetime_2026-01-11\", \"vipocenka\", \"lifetime\", \"2026-01-11\", \"# vipocenka\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Corrected typographical errors across multiple files within the codebase.\\n  - PRs: elizaos/eliza#3111 (fix: typos in multiple files)\", \"2026-01-11 01:34:42\"]\n[\"JonathonJulian_lifetime_2026-01-11\", \"JonathonJulian\", \"lifetime\", \"2026-01-11\", \"# JonathonJulian\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Testing:** Opened a pull request involving configuration file modifications and significant line removals.\\n  - PRs: elizaos/eliza#3093 (Test)\", \"2026-01-11 01:34:47\"]\n[\"tobySolutions_lifetime_2026-01-11\", \"tobySolutions\", \"lifetime\", \"2026-01-11\", \"# tobySolutions\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to localized deployment guides.\\n  - PRs: elizaos/eliza#3048 (feat: add Fleek Eliza deployment to Readme_CN)\", \"2026-01-11 01:34:52\"]\n[\"EmanHerawy_lifetime_2026-01-11\", \"EmanHerawy\", \"lifetime\", \"2026-01-11\", \"# EmanHerawy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Documentation & Internationalization:** Implemented localization for project documentation.\\n  - PRs: elizaos/eliza#3081 (docs: Add Arabic translation for README)\", \"2026-01-11 01:34:52\"]\n[\"MichaelDeng03_lifetime_2026-01-11\", \"MichaelDeng03\", \"lifetime\", \"2026-01-11\", \"# MichaelDeng03\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Added demo API access functionality for the CoinGecko plugin.\\n  - PRs: elizaos/eliza#3050 (feat: 3049 add demo api access coingecko)\\n- **Codebase Maintenance:** Opened work to remove unused plugins, involving significant line reductions.\\n  - PRs: elizaos/eliza#3477 (Michael/delete unused plugins)\", \"2026-01-11 01:34:54\"]\n[\"Yc-GHB_lifetime_2026-01-11\", \"Yc-GHB\", \"lifetime\", \"2026-01-11\", \"# Yc-GHB\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature & Refactor Work:** Executed code changes across 10 files (+364/-7 lines) via 2 commits, split evenly between feature implementation and refactoring.\\n  - PRs: No pull requests tracked (direct commits).\", \"2026-01-11 01:34:54\"]\n[\"sky-coderay_lifetime_2026-01-11\", \"sky-coderay\", \"lifetime\", \"2026-01-11\", \"# sky-coderay\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Corrected spelling errors within the repository documentation.\\n  - PRs: elizaos/eliza#3041 (fix: spelling issue)\", \"2026-01-11 01:34:58\"]\n[\"0xSero_lifetime_2026-01-11\", \"0xSero\", \"lifetime\", \"2026-01-11\", \"# 0xSero\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 4 open\\n- **Pull Requests Reviewed:** 5 total (2 approvals, 2 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 51 hours\\n\\n## Contribution Domains\\n- **Tooling & Code Quality:** Executed migration from ESLint, Prettier, and TSLint to Biome, including large-scale file updates and error resolution.\\n  - PRs: elizaos/eliza#2439 (replace eslint, prettier, tslint with biome), elizaos/eliza#2990 (Improving errors and warnings), elizaos/eliza#3116 (clean up)\\n- **Configuration:** Resolved startup configuration errors related to environment variables.\\n  - PRs: elizaos/eliza#2378 (Startup Error: ENV misconfig)\", \"2026-01-11 01:35:09\"]\n[\"PhyByte_lifetime_2026-01-11\", \"PhyByte\", \"lifetime\", \"2026-01-11\", \"# PhyByte\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **MultiversX Integration:** Focused on file path corrections and documentation enhancements for the MultiversX plugin.\\n  - PRs: elizaos/eliza#3026 (Renamed file to fix typo in MVX plugin), elizaos/eliza#3224 (MultiversX README improvements).\", \"2026-01-11 01:35:13\"]\n[\"yaruno_lifetime_2026-01-11\", \"yaruno\", \"lifetime\", \"2026-01-11\", \"# yaruno\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Focused on correcting broken hyperlinks within the repository documentation.\\n  - PRs: elizaos/eliza#2987 (docs: fix broken links to github), elizaos/eliza#2967 (docs: fix broken link to github)\", \"2026-01-11 01:35:15\"]\n[\"superjessecha_lifetime_2026-01-11\", \"superjessecha\", \"lifetime\", \"2026-01-11\", \"# superjessecha\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Executed 2 commits modifying 2 files (+5/-1 lines).\\n  - No specific Pull Requests or repositories tracked in the provided dataset.\", \"2026-01-11 01:35:18\"]\n[\"derrix060_lifetime_2026-01-11\", \"derrix060\", \"lifetime\", \"2026-01-11\", \"# derrix060\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Agent Capabilities & Integrations:** Focused on enhancing external platform clients and adding new media generation providers.\\n  - PRs: elizaos/eliza#2975 (feat: improve instagram client), elizaos/eliza#3059 (feat: add Ideogram.ai image generation support)\", \"2026-01-11 01:35:26\"]\n[\"anupamme_lifetime_2026-01-11\", \"anupamme\", \"lifetime\", \"2026-01-11\", \"# anupamme\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 434 hours\\n\\n## Contribution Domains\\n- **Security & Dependency Configuration:** Focused on resolving specific Common Vulnerabilities and Exposures (CVEs) through configuration updates and package version pinning.\\n  - PRs: elizaos/eliza#2958 (fix: CVE-2024-48930), elizaos/eliza#2944 (Fix CVE-2024-37890), elizaos/eliza#2939 (fix: add fixed ws version to package.json)\", \"2026-01-11 01:35:26\"]\n[\"Dahka2321_lifetime_2026-01-11\", \"Dahka2321\", \"lifetime\", \"2026-01-11\", \"# Dahka2321\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 48 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Resolved broken hyperlinks, corrected image paths, and updated changelog entries across documentation files.\\n  - PRs: elizaos/eliza#4460 (Update broken Eliza documentation links), elizaos/eliza#4433 (fix: update broken image path in Thai README), elizaos/eliza#4576 (Fix outdated link in changelog.md)\\n\\n- **Configuration:** Modified character configuration JSON files.\\n  - PRs: elizaos/eliza#2921 (Update lpmanager.character.json)\", \"2026-01-11 01:35:27\"]\n[\"eric2hen_lifetime_2026-01-11\", \"eric2hen\", \"lifetime\", \"2026-01-11\", \"# eric2hen\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n**Model Integration:** Added support for a new model provider to enable local inference.\\n- PRs: elizaos/eliza#2913 (feat: new model provider for LM Studio)\", \"2026-01-11 01:35:29\"]\n[\"madschristensen99_lifetime_2026-01-11\", \"madschristensen99\", \"lifetime\", \"2026-01-11\", \"# madschristensen99\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Lit Protocol Integration:** Implemented the Lit Protocol plugin and subsequently removed redundant provider and transfer code.\\n  - PRs: elizaos/eliza#2912 (feat(more-actions): Lit Protocol plugin), elizaos/eliza#3251 (chore: remove unnecessary provider and transfer code)\", \"2026-01-11 01:35:36\"]\n[\"Pricstas_lifetime_2026-01-11\", \"Pricstas\", \"lifetime\", \"2026-01-11\", \"# Pricstas\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Corrected spelling errors across documentation and code files.\\n  - PRs: elizaos/eliza#2909 (chore: fix spell errors)\", \"2026-01-11 01:35:36\"]\n[\"carlopimpdaddy_lifetime_2026-01-11\", \"carlopimpdaddy\", \"lifetime\", \"2026-01-11\", \"# carlopimpdaddy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Testing:** Opened a pull request in the elizaos repository containing configuration and code modifications, explicitly marked for deletion.\\n  - PRs: elizaos/eliza#2904 (pull req (delete this))\", \"2026-01-11 01:35:40\"]\n[\"maximevtush_lifetime_2026-01-11\", \"maximevtush\", \"lifetime\", \"2026-01-11\", \"# maximevtush\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Project Maintenance:** Updates to repository licensing and minor code corrections within the `elizaos` organization.\\n  - PRs: elizaos/eliza#2903 (Update LICENSE), elizaos/eliza#5130 (Fix Typo in Unfollow Room Action and Variable Name in Plugin)\", \"2026-01-11 01:35:42\"]\n[\"mmarfinetz_lifetime_2026-01-11\", \"mmarfinetz\", \"lifetime\", \"2026-01-11\", \"# mmarfinetz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 34 hours\\n\\n## Contribution Domains\\n- **Arbitrage Plugin Development:** Implemented and optimized arbitrage functionality within the Eliza framework.\\n  - PRs: elizaos/eliza#2784 (feat(new-plugin): add arbitrage plugin with example character), elizaos/eliza#2869 (feat(arbitrage): improve gas price optimization and volume calculations)\", \"2026-01-11 01:35:48\"]\n[\"tulp-tech_lifetime_2026-01-11\", \"tulp-tech\", \"lifetime\", \"2026-01-11\", \"# tulp-tech\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Submission:** Contributed 14 commits modifying 29 files (+798/-258 lines) across various file types.\\n  - No pull requests or issues were utilized for these contributions; specific functional domains and repository links are unavailable.\", \"2026-01-11 01:35:55\"]\n[\"rrw-zilliqa_lifetime_2026-01-11\", \"rrw-zilliqa\", \"lifetime\", \"2026-01-11\", \"# rrw-zilliqa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented a new plugin to enable Zilliqa blockchain functionality within the Eliza framework.\\n  - PRs: elizaos/eliza#2842 (feat(new-plugin): A plugin for the Zilliqa blockchain)\", \"2026-01-11 01:35:55\"]\n[\"tgaru_lifetime_2026-01-11\", \"tgaru\", \"lifetime\", \"2026-01-11\", \"# tgaru\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Telegram Integration:** Implemented a client for Telegram account functionality, involving modifications to code and configuration files.\\n  - PRs: elizaos/eliza#2839 (feat: client for Telegram account)\", \"2026-01-11 01:35:58\"]\n[\"actuallyrizzn_lifetime_2026-01-11\", \"actuallyrizzn\", \"lifetime\", \"2026-01-11\", \"# actuallyrizzn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation:** Created and updated configuration documentation for messaging platform clients.\\n  - PRs: elizaos/eliza#2814 (Update client-telegram README.md), elizaos/eliza#2812 (Create client-discord readme.md)\", \"2026-01-11 01:36:03\"]\n[\"anirudhmakhana_lifetime_2026-01-11\", \"anirudhmakhana\", \"lifetime\", \"2026-01-11\", \"# anirudhmakhana\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented a new plugin integration for Gelato relay functionality.\\n  - PRs: elizaos/eliza#2799 (feat(new-plugin): create gelato plugin relay)\", \"2026-01-11 01:36:09\"]\n[\"uwecerron_lifetime_2026-01-11\", \"uwecerron\", \"lifetime\", \"2026-01-11\", \"# uwecerron\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Exchange Integrations:** Submitted implementation for Deribit client and plugin support. This work involves significant code churn (+6064/-10165 lines) across code, configuration, and testing files.\\n  - PRs: elizaos/eliza#2809 (client deribit and plugin deribit commit)\", \"2026-01-11 01:36:12\"]\n[\"humanagent_lifetime_2026-01-11\", \"humanagent\", \"lifetime\", \"2026-01-11\", \"# humanagent\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 3 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 39 hours\\n\\n## Contribution Domains\\n- **XMTP Integration:** Implemented the initial XMTP client and initiated follow-up refactoring.\\n  - PRs: elizaos/eliza#2786 (feat: XMTP Client), elizaos/eliza#3426 (XMTP small refactor)\\n- **Unspecified Feature Work:** Opened earlier feature branches currently marked as old.\\n  - PRs: elizaos/eliza#1441 (feat: old), elizaos/eliza#1285 (feat: old)\", \"2026-01-11 01:36:19\"]\n[\"viv-cheung_lifetime_2026-01-11\", \"viv-cheung\", \"lifetime\", \"2026-01-11\", \"# viv-cheung\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 145 hours\\n\\n## Contribution Domains\\n- **Data Scraping:** Enhanced tweet scraping functionality to capture additional data points within the Eliza framework.\\n  - PRs: elizaos/eliza#2644 (Add more data when scrapping tweets)\", \"2026-01-11 01:36:20\"]\n[\"HindsightWise_lifetime_2026-01-11\", \"HindsightWise\", \"lifetime\", \"2026-01-11\", \"# HindsightWise\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration:** Proposed adjustments to search interval parameters.\\n  - PRs: elizaos/eliza#1845 (Update search interval to 120 - 240)\", \"2026-01-11 01:36:23\"]\n[\"brandon1525_lifetime_2026-01-11\", \"brandon1525\", \"lifetime\", \"2026-01-11\", \"# brandon1525\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 114 hours\\n\\n## Contribution Domains\\n- **Client Integrations:** Implemented initial support for Alexa skill notifications within the Eliza framework.\\n  - PRs: elizaos/eliza#2564 (feat(client-alexa): Basic Alexa skill notification)\", \"2026-01-11 01:36:26\"]\n[\"0xmarf_lifetime_2026-01-11\", \"0xmarf\", \"lifetime\", \"2026-01-11\", \"# 0xmarf\\n\\nNo contribution activity in this time window.\", \"2026-01-11 01:36:29\"]\n[\"stopmalone_lifetime_2026-01-11\", \"stopmalone\", \"lifetime\", \"2026-01-11\", \"# stopmalone\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 5 total (0 approvals, 0 change requests, 5 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 946 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented Deva client integration, involving extensive file modifications (3819 files) and dependency updates.\\n  - PRs: elizaos/eliza#1238 (feat(new-plugin): deva client integration)\", \"2026-01-11 01:36:33\"]\n[\"brunolorente_lifetime_2026-01-11\", \"brunolorente\", \"lifetime\", \"2026-01-11\", \"# brunolorente\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified specific error in core parsing logic.\\n  - Issues: elizaos/eliza#3629 (Error on packages/core/src/parsing.ts:parseJSONObjectFromText)\", \"2026-01-11 01:36:36\"]\n[\"thisisomar_lifetime_2026-01-11\", \"thisisomar\", \"lifetime\", \"2026-01-11\", \"# thisisomar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implementation of the Pixocracy Plugin, involving code and configuration additions.\\n  - PRs: elizaos/eliza#3389 (Pixocracy Plugin), elizaos/eliza#3388 (Pixocracy Plugin)\", \"2026-01-11 01:36:38\"]\n[\"HiramZednem_lifetime_2026-01-11\", \"HiramZednem\", \"lifetime\", \"2026-01-11\", \"# HiramZednem\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Framework Maintenance:** Submitted a large-scale update involving over 500 files and significant line count additions across code and configuration types.\\n  - PRs: elizaos/eliza#2305 (update)\\n- **Issue Reporting:** Documented unexpected behavior regarding the `supressInitialMessage` parameter when interacting with actions.\\n  - Issues: elizaos/eliza#3450 (supressInitialMessage not working with action)\", \"2026-01-11 01:36:41\"]\n[\"wolfskyknight_lifetime_2026-01-11\", \"wolfskyknight\", \"lifetime\", \"2026-01-11\", \"# wolfskyknight\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Reported bugs and requested assistance for plugin integrations.\\n  - Issues: elizaos/eliza#3515 (Text Transcription Error For Discord Plugin), elizaos/eliza#3503 (Help with Obsidian Plugin)\", \"2026-01-11 01:36:44\"]\n[\"santekotturi_lifetime_2026-01-11\", \"santekotturi\", \"lifetime\", \"2026-01-11\", \"# santekotturi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Identified and documented resolution for dependency installation failures on macOS M1 architectures.\\n  - Issues: elizaos/eliza#1146 (pnpm install fails on m1 mac [Fixed with xcode-select reinstall])\", \"2026-01-11 01:36:50\"]\n[\"Badanzer_lifetime_2026-01-11\", \"Badanzer\", \"lifetime\", \"2026-01-11\", \"# Badanzer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified formatting inconsistencies in social media post generation.\\n  - Issues: elizaos/eliza#1920 (Wrong formatition of twitter posts)\", \"2026-01-11 01:36:51\"]\n[\"Daulox92_lifetime_2026-01-11\", \"Daulox92\", \"lifetime\", \"2026-01-11\", \"# Daulox92\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to external resource linking within the project documentation.\\n  - PRs: elizaos/eliza#2495 (Update ElizaOS Documentation link)\", \"2026-01-11 01:36:54\"]\n[\"KoZivod88074_lifetime_2026-01-11\", \"KoZivod88074\", \"lifetime\", \"2026-01-11\", \"# KoZivod88074\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Build & CI Configuration:** Updates to versioning scripts to support testing workflows.\\n  - PRs: elizaos/eliza#2485 (chore: handle test cases in version.sh file)\", \"2026-01-11 01:37:03\"]\n[\"leeran7_lifetime_2026-01-11\", \"leeran7\", \"lifetime\", \"2026-01-11\", \"# leeran7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **Remote Configuration Features:** Implemented functionality to load character definitions from remote URLs within the Eliza framework, including support for multiple character loading.\\n  - PRs: elizaos/eliza#2475 (feat: Load multiple characters from a single remote url), elizaos/eliza#2328 (feat: Enable Multiple remote character urls), elizaos/eliza#2300 (Feature: Add remote character support via urls)\", \"2026-01-11 01:37:04\"]\n[\"Raximo9_lifetime_2026-01-11\", \"Raximo9\", \"lifetime\", \"2026-01-11\", \"# Raximo9\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Trust Engine Documentation:** Updates to documentation regarding Trust Engine types and SQL integration.\\n  - PRs: elizaos/eliza#2500 (Refactor: Update Trust Engine Types and SQL Integration)\", \"2026-01-11 01:37:07\"]\n[\"Olexandr88_lifetime_2026-01-11\", \"Olexandr88\", \"lifetime\", \"2026-01-11\", \"# Olexandr88\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 6 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation & Repository Metadata:** Focused on correcting external links and badge references within documentation files.\\n  - PRs: elizaos/eliza#2491 (corrected the link to the banner), elizaos/eliza#2483 (edited the link to the banner), elizaos/eliza#2502 (fixed the reference to shields - open)\", \"2026-01-11 01:37:10\"]\n[\"dedyshkaPexto_lifetime_2026-01-11\", \"dedyshkaPexto\", \"lifetime\", \"2026-01-11\", \"# dedyshkaPexto\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Implemented minor text corrections within repository documentation.\\n  - PRs: elizaos/eliza#2464 (Typo fix in read.me)\", \"2026-01-11 01:37:13\"]\n[\"RubinovaAn1097_lifetime_2026-01-11\", \"RubinovaAn1097\", \"lifetime\", \"2026-01-11\", \"# RubinovaAn1097\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed typographical errors in repository documentation.\\n  - PRs: elizaos/eliza#2449 (Fix typos in docs)\", \"2026-01-11 01:37:16\"]\n[\"Dimitrolito_lifetime_2026-01-11\", \"Dimitrolito\", \"lifetime\", \"2026-01-11\", \"# Dimitrolito\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Addressed minor corrections within the codebase.\\n  - PRs: elizaos/eliza#2456 (Fix spelling error)\", \"2026-01-11 01:37:18\"]\n[\"Satvik077_lifetime_2026-01-11\", \"Satvik077\", \"lifetime\", \"2026-01-11\", \"# Satvik077\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:** Recorded 1 review approval.\\n  - No authored pull requests or issues available for functional domain analysis.\", \"2026-01-11 01:37:20\"]\n[\"Pistasha_lifetime_2026-01-11\", \"Pistasha\", \"lifetime\", \"2026-01-11\", \"# Pistasha\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Configuration & Content:** Corrected spelling and grammar errors within character configuration files.\\n  - PRs: elizaos/eliza#2447 (fix: spell/grammar errors in characters)\", \"2026-01-11 01:37:26\"]\n[\"Hopium21_lifetime_2026-01-11\", \"Hopium21\", \"lifetime\", \"2026-01-11\", \"# Hopium21\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 29 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Updates to external resource links and minor syntax/grammar corrections within the Eliza framework.\\n  - PRs: elizaos/eliza#2441 (fix: update zero Gravity (0G) link), elizaos/eliza#3707 (fix: Grammar fix & createVerifiableLogApiRouter guard)\", \"2026-01-11 01:37:31\"]\n[\"No148_lifetime_2026-01-11\", \"No148\", \"lifetime\", \"2026-01-11\", \"# No148\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Updates:** Submitted a large-scale update affecting 1,701 files with over 100,000 lines of code added, primarily involving code (59%) and configuration (24%) files.\\n  - PRs: elizaos/eliza#2443 (Platinum dev no148)\", \"2026-01-11 01:37:32\"]\n[\"MarsonKotovi4_lifetime_2026-01-11\", \"MarsonKotovi4\", \"lifetime\", \"2026-01-11\", \"# MarsonKotovi4\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Maintenance & Documentation:** Modifications to error handling messages, configuration versioning, and documentation text.\\n  - PRs: elizaos/eliza#2445 (fix: Update error message and remove duplicate version field), elizaos/eliza#3413 (Fix typos in documentation)\", \"2026-01-11 01:37:34\"]\n[\"donatik27_lifetime_2026-01-11\", \"donatik27\", \"lifetime\", \"2026-01-11\", \"# donatik27\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to external documentation references within the repository\\n  - PRs: elizaos/eliza#2438 (Update documentation links)\", \"2026-01-11 01:37:38\"]\n[\"anviar_lifetime_2026-01-11\", \"anviar\", \"lifetime\", \"2026-01-11\", \"# anviar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Modifications:** Activity consists of direct commits rather than tracked Pull Requests.\\n  - **Focus:** Work distributed between bugfix efforts (60%), test additions (20%), and other tasks (20%).\\n  - **Volume:** 5 commits modifying 5 files (+100/-9 lines).\", \"2026-01-11 01:37:40\"]\n[\"leopardracer_lifetime_2026-01-11\", \"leopardracer\", \"lifetime\", \"2026-01-11\", \"# leopardracer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Focused on typographical corrections and consistency updates across documentation, changelogs, and database seed files.\\n  - PRs: elizaos/eliza#2435 (fix: typos in supabase seed file), elizaos/eliza#4322 (Fix Typos and Improve Documentation in Changelog), elizaos/eliza#3656 (Fix Typographical Errors in Documentation)\", \"2026-01-11 01:37:45\"]\n[\"carlos-cne_lifetime_2026-01-11\", \"carlos-cne\", \"lifetime\", \"2026-01-11\", \"# carlos-cne\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Frontend Logic:** Corrected React hook implementation details within routing components.\\n  - PRs: elizaos/eliza#2413 (fix: conditional use of useQuery in AgentRoute component)\\n- **Plugin Development:** Initiated work on integration with the Roblox platform.\\n  - PRs: elizaos/eliza#2539 (WIP: Roblox plugin)\", \"2026-01-11 01:37:46\"]\n[\"timmyg_lifetime_2026-01-11\", \"timmyg\", \"lifetime\", \"2026-01-11\", \"# timmyg\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Currently implementing a Reddit client integration involving substantial code and configuration updates across 39 files.\\n  - PRs: elizaos/eliza#2412 (reddit client)\", \"2026-01-11 01:37:49\"]\n[\"0xdubs_lifetime_2026-01-11\", \"0xdubs\", \"lifetime\", \"2026-01-11\", \"# 0xdubs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Setup:** Initiated environment configuration changes involving secrets management.\\n  - PRs: elizaos/eliza#2402 (secrets setup)\", \"2026-01-11 01:37:50\"]\n[\"petryshkaCODE_lifetime_2026-01-11\", \"petryshkaCODE\", \"lifetime\", \"2026-01-11\", \"# petryshkaCODE\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Focused on minor text corrections within project changelogs.\\n  - PRs: elizaos/eliza#1922 (Fix typo Update CHANGELOG.md), elizaos/eliza#2401 (chore: fix typo CHANGELOG.md)\", \"2026-01-11 01:37:55\"]\n[\"blockchainhof_lifetime_2026-01-11\", \"blockchainhof\", \"lifetime\", \"2026-01-11\", \"# blockchainhof\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Submitted file additions to the repository via upload mechanisms, introducing approximately 450 lines of configuration code.\\n  - PRs: elizaos/eliza#2393 (Add files via upload), elizaos/eliza#2392 (Add files via upload)\", \"2026-01-11 01:37:56\"]\n[\"crStiv_lifetime_2026-01-11\", \"crStiv\", \"lifetime\", \"2026-01-11\", \"# crStiv\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 25 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Updates to text descriptions and typo fixes within the Eliza repository.\\n  - PRs: elizaos/eliza#2394 (chore: improve descriptions), elizaos/eliza#5679 (fix: typo)\", \"2026-01-11 01:37:59\"]\n[\"dev-whoan_lifetime_2026-01-11\", \"dev-whoan\", \"lifetime\", \"2026-01-11\", \"# dev-whoan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Added validation logic to verify the definition of specific environment variables during the startup sequence.\\n  - PRs: elizaos/eliza#2382 (fix: check whether REMOTE_CHARACTER_URLS env is defined in st...)\", \"2026-01-11 01:38:00\"]\n[\"ericlehong_lifetime_2026-01-11\", \"ericlehong\", \"lifetime\", \"2026-01-11\", \"# ericlehong\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Maintenance & Bug Fixes:** Addressed minor corrections involving code and test files.\\n  - PRs: elizaos/eliza#2385 (Fix typo)\", \"2026-01-11 01:38:00\"]\n[\"defitricks_lifetime_2026-01-11\", \"defitricks\", \"lifetime\", \"2026-01-11\", \"# defitricks\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Maintenance & Documentation:** Addressed minor syntax and documentation errors within the `elizaos/eliza` repository.\\n  - PRs: elizaos/eliza#2370 (corrected import statement typo for Solana AgentKit plugin), elizaos/eliza#2374 (fixed typo in Romanian README).\", \"2026-01-11 01:38:06\"]\n[\"jolestar_lifetime_2026-01-11\", \"jolestar\", \"lifetime\", \"2026-01-11\", \"# jolestar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Knowledge Graph & Internationalization:** Addressed character encoding limitations within the RAG/Knowledge system to support non-ASCII characters.\\n  - PRs: elizaos/eliza#2377 (Enable No ascii chars in knowledge)\", \"2026-01-11 01:38:07\"]\n[\"C0ldSmi1e_lifetime_2026-01-11\", \"C0ldSmi1e\", \"lifetime\", \"2026-01-11\", \"# C0ldSmi1e\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Client Configuration:** Adjusted API connection logic to handle scenarios where the API runs on a different port than the client.\\n  - PRs: elizaos/eliza#2353 (fix: align base url in client if api runs on a different port)\", \"2026-01-11 01:38:10\"]\n[\"SaitamaiZ_lifetime_2026-01-11\", \"SaitamaiZ\", \"lifetime\", \"2026-01-11\", \"# SaitamaiZ\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Integration:** Initiated support for the Unichain plugin within the EVM ecosystem.\\n  - PRs: elizaos/eliza#2352 (Support unichain plugin evm)\", \"2026-01-11 01:38:12\"]\n[\"justinmoonai_lifetime_2026-01-11\", \"justinmoonai\", \"lifetime\", \"2026-01-11\", \"# justinmoonai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Developed plugins for the Tron blockchain, implementing functionality for bridging, swapping, and asset transfers.\\n  - PRs: elizaos/eliza#2350 (sequel to pr/2275), elizaos/eliza#2275 (Plugin: bridge, swap and transfer on Tron blockchain)\", \"2026-01-11 01:38:14\"]\n[\"derrekcoleman_lifetime_2026-01-11\", \"derrekcoleman\", \"lifetime\", \"2026-01-11\", \"# derrekcoleman\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrections to formatting in repository documentation\\n  - PRs: elizaos/eliza#2336 (fix: formatting in Browser section of README.md)\", \"2026-01-11 01:38:18\"]\n[\"sukrucildirr_lifetime_2026-01-11\", \"sukrucildirr\", \"lifetime\", \"2026-01-11\", \"# sukrucildirr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Documentation & Codebase Hygiene:** Focused on localization updates, link repairs, and general typo corrections within the documentation and codebase.\\n  - PRs: elizaos/eliza#4833 (fix typos across codebase), elizaos/eliza#3599 (Fix broken links), elizaos/eliza#2334 (Update README_TR.md)\", \"2026-01-11 01:38:20\"]\n[\"0xpi-ai_lifetime_2026-01-11\", \"0xpi-ai\", \"lifetime\", \"2026-01-11\", \"# 0xpi-ai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure:** Proposed integration of Traefik reverse proxy support.\\n  - PRs: elizaos/eliza#2321 (Feat/add traefik)\\n- **Character Configuration:** Submitted additions for the Nayari character profile.\\n  - PRs: elizaos/eliza#2218 (Feat/add nayari character), elizaos/eliza#2217 (Feat/add nayari character)\", \"2026-01-11 01:38:28\"]\n[\"sunsakis_lifetime_2026-01-11\", \"sunsakis\", \"lifetime\", \"2026-01-11\", \"# sunsakis\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 63 hours\\n\\n## Contribution Domains\\n- **Solana Integration:** Implemented enhancements for the Solana plugin, specifically targeting transfer reliability and general plugin functionality.\\n  - PRs: elizaos/eliza#2340 (feat: Solana plugin improvement for flawless transfers), elizaos/eliza#2317 (Solana plugin)\", \"2026-01-11 01:38:28\"]\n[\"B1boid_lifetime_2026-01-11\", \"B1boid\", \"lifetime\", \"2026-01-11\", \"# B1boid\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 7 total (0 approvals, 0 change requests, 7 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 52 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Development:** Modified the `SwapAction` implementation within the EVM plugin and updated associated test files to verify the fix.\\n  - PRs: elizaos/eliza#2332 (fix: SwapAction in evm-plugin)\", \"2026-01-11 01:38:28\"]\n[\"MattPereira_lifetime_2026-01-11\", \"MattPereira\", \"lifetime\", \"2026-01-11\", \"# MattPereira\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance:** Synchronization of fork state.\\n  - PRs: elizaos/eliza#2310 (update our fork)\", \"2026-01-11 01:38:28\"]\n[\"Baretank_lifetime_2026-01-11\", \"Baretank\", \"lifetime\", \"2026-01-11\", \"# Baretank\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n- **Commits:** 12\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Direct commit activity involving 289 files with 20,504 additions and 5,914 deletions.\\n  - Focus: Work is categorized as other tasks (75%) and bugfix work (25%).\\n  - *Note: No Pull Request metadata available for specific linkage.*\", \"2026-01-11 01:38:37\"]\n[\"dxsullivan_lifetime_2026-01-11\", \"dxsullivan\", \"lifetime\", \"2026-01-11\", \"# dxsullivan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted corrections for typographical errors in project changelogs.\\n  - PRs: elizaos/eliza#2287 (Fix typos in CHANGELOG.md)\", \"2026-01-11 01:38:38\"]\n[\"jason51553262_lifetime_2026-01-11\", \"jason51553262\", \"lifetime\", \"2026-01-11\", \"# jason51553262\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 19 hours\\n\\n## Contribution Domains\\n- **Direct Client API & Infrastructure:** Implemented functionality to delete agents via the Direct Client API and identified stability issues regarding Docker builds in CI environments and API crashes.\\n  - PRs: elizaos/eliza#2267 (feat: Direct Client API - Add Delete Agent functionality)\", \"2026-01-11 01:38:41\"]\n[\"kesar_lifetime_2026-01-11\", \"kesar\", \"lifetime\", \"2026-01-11\", \"# kesar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 236 hours\\n\\n## Contribution Domains\\n- **Core Architecture & Runtime:** Refactored `AgentRuntime` to an interface to support client extensions and updated core package dependencies.\\n  - PRs: elizaos/eliza#2388 (replace AgentRuntime to his interface to extend client), elizaos/eliza#2301 (Update package.json of core package)\\n- **Feature Integration:** Enabled plugin interactions with the messenger manager and added Fraxtal chain support to the EVM module.\\n  - PRs: elizaos/eliza#3314 (allow plugins to interact w messangerManager), elizaos/eliza#1954 (Add fraxtal chain to evm)\", \"2026-01-11 01:38:42\"]\n[\"pann0x_lifetime_2026-01-11\", \"pann0x\", \"lifetime\", \"2026-01-11\", \"# pann0x\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Feature Development:** Work focuses on adding new capabilities to the Eliza framework, including perpetual trading integrations and interaction enhancements.\\n  - PRs: elizaos/eliza#2261 (feat: adrena-perp-trading), elizaos/eliza#2092 (feat: dad jokes)\", \"2026-01-11 01:38:44\"]\n[\"oxlupo_lifetime_2026-01-11\", \"oxlupo\", \"lifetime\", \"2026-01-11\", \"# oxlupo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Added localization support by introducing a Farsi (Persian) translation of the README file.\\n  - PRs: elizaos/eliza#2260 (docs: Add Farsi (Persian )readme)\", \"2026-01-11 01:38:49\"]\n[\"VitalikBerashvili_lifetime_2026-01-11\", \"VitalikBerashvili\", \"lifetime\", \"2026-01-11\", \"# VitalikBerashvili\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed minor textual corrections within the repository README.\\n  - PRs: elizaos/eliza#2256 (docs: Typo fix README.md)\", \"2026-01-11 01:38:51\"]\n[\"Hack666r_lifetime_2026-01-11\", \"Hack666r\", \"lifetime\", \"2026-01-11\", \"# Hack666r\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Documentation:** Correction of typographical errors in project changelogs.\\n  - PRs: elizaos/eliza#2255 (Minor typo in CHANGELOG.md)\", \"2026-01-11 01:38:55\"]\n[\"web3gh_lifetime_2026-01-11\", \"web3gh\", \"lifetime\", \"2026-01-11\", \"# web3gh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Database Infrastructure:** Addressed migration extension creation and knowledge retrieval (RAG) logic for the Postgres adapter.\\n  - PRs: elizaos/eliza#2188 (fix postgres adapter migration extension creation), elizaos/eliza#2153 (fix ragknowledge for postgres)\\n- **AI Model Integration:** Expanded provider support to include Gemini for image vision and embeddings.\\n  - PRs: elizaos/eliza#2099 (Add gemini to image vision), elizaos/eliza#2254 (feat add gemini to embedding providers and refactor embedding)\", \"2026-01-11 01:38:59\"]\n[\"cfkelly18_lifetime_2026-01-11\", \"cfkelly18\", \"lifetime\", \"2026-01-11\", \"# cfkelly18\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or code changes recorded in the provided dataset. Activity is limited to a single pull request review approval.\", \"2026-01-11 01:39:02\"]\n[\"MonteCrypto999_lifetime_2026-01-11\", \"MonteCrypto999\", \"lifetime\", \"2026-01-11\", \"# MonteCrypto999\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 24 hours\\n\\n## Contribution Domains\\n- **Service & Plugin Architecture:** Implemented example service structures and currently developing referral fee logic with end-to-end scripts.\\n  - PRs: elizaos/eliza#2249 (feat: Add an example service), elizaos-plugins/plugin-jupiter#3 (Add referral fee support (Legacy Swap) + live E2E scripts)\", \"2026-01-11 01:39:03\"]\n[\"HikaruChang_lifetime_2026-01-11\", \"HikaruChang\", \"lifetime\", \"2026-01-11\", \"# HikaruChang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **AIME Integration:** Introduced AIME OnChain DNA configuration and the associated plugin structure within the Eliza framework.\\n  - PRs: elizaos/eliza#2237 (Add AIME OnChain DNA), elizaos/eliza#2239 (Add: plugin-aime)\", \"2026-01-11 01:39:03\"]\n[\"Stumble_lifetime_2026-01-11\", \"Stumble\", \"lifetime\", \"2026-01-11\", \"# Stumble\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Extensions:** Implemented configuration support for the Gravity Chain within the EVM plugin.\\n  - PRs: elizaos/eliza#2228 (feat: add support for gravity chain in EVM plugin)\", \"2026-01-11 01:39:06\"]\n[\"ali-moha_lifetime_2026-01-11\", \"ali-moha\", \"lifetime\", \"2026-01-11\", \"# ali-moha\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Implementation of localization resources.\\n  - PRs: elizaos/eliza#2182 (docs: Add Persian README File)\", \"2026-01-11 01:39:11\"]\n[\"AAAkater_lifetime_2026-01-11\", \"AAAkater\", \"lifetime\", \"2026-01-11\", \"# AAAkater\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Developer Environment Configuration:** Adjusted VS Code settings to enable file nesting for Markdown and Dockerfiles, aiming to improve file organization within the editor.\\n  - PRs: elizaos/eliza#2177 (feat: \\ud83c\\udf88 perf(vscode): Set file nesting for md and DockerFile)\", \"2026-01-11 01:39:15\"]\n[\"nhodges_lifetime_2026-01-11\", \"nhodges\", \"lifetime\", \"2026-01-11\", \"# nhodges\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Twitter Client Logic:** Implemented and refined mention deduplication utilities within the Twitter client integration.\\n  - PRs: elizaos/eliza#2178 (fix(client-twitter): add mention deduplication utility), elizaos/eliza#2185 (fix(client-twitter): clean up mention deduplication)\", \"2026-01-11 01:39:16\"]\n[\"0xalank_lifetime_2026-01-11\", \"0xalank\", \"lifetime\", \"2026-01-11\", \"# 0xalank\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 35 hours\\n\\n## Contribution Domains\\n- **Blockchain Integrations:** Implemented Quai Network integration within the Eliza framework, adding configuration and logic across 10 files.\\n  - PRs: elizaos/eliza#2083 (feat: add Quai integration)\", \"2026-01-11 01:39:16\"]\n[\"Riroaki_lifetime_2026-01-11\", \"Riroaki\", \"lifetime\", \"2026-01-11\", \"# Riroaki\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Provider Integration:** implemented fixes for DeepSeek provider support within token retrieval logic.\\n  - PRs: elizaos/eliza#2179 (fix: deepseek support in getTokenForProvider)\", \"2026-01-11 01:39:16\"]\n[\"rRogick_lifetime_2026-01-11\", \"rRogick\", \"lifetime\", \"2026-01-11\", \"# rRogick\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 24 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Implemented Portuguese translation for project documentation.\\n  - PRs: elizaos/eliza#2088 (docs: add readme portuguese version in docs)\", \"2026-01-11 01:39:21\"]\n[\"prasadabhishek_lifetime_2026-01-11\", \"prasadabhishek\", \"lifetime\", \"2026-01-11\", \"# prasadabhishek\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated package naming conventions in client documentation files.\\n  - PRs: elizaos/eliza#2091 (fix: Update clients.md to fix package name)\", \"2026-01-11 01:39:30\"]\n[\"xiangxiecrypto_lifetime_2026-01-11\", \"xiangxiecrypto\", \"lifetime\", \"2026-01-11\", \"# xiangxiecrypto\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 36 hours\\n\\n## Contribution Domains\\n- **Security & Verification:** Integrated the Primus zkTLS plugin to enable verification of agent activities within the Eliza framework.\\n  - PRs: elizaos/eliza#2086 (feat: Primus zkTLS plugin to fully verify agent activities)\", \"2026-01-11 01:39:30\"]\n[\"earlyvibz_lifetime_2026-01-11\", \"earlyvibz\", \"lifetime\", \"2026-01-11\", \"# earlyvibz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented the Hyperliquid plugin integration, introducing substantial codebase additions.\\n  - PRs: elizaos/eliza#2141 (feat: plugin-hyperliquid)\", \"2026-01-11 01:39:35\"]\n[\"0xnogo_lifetime_2026-01-11\", \"0xnogo\", \"lifetime\", \"2026-01-11\", \"# 0xnogo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 118 hours\\n\\n## Contribution Domains\\n- **Documentation Infrastructure:** Executed a repository-wide reorganization to centralize README translations into a dedicated internationalization (i18n) directory. This structural change involved moving and updating references across approximately 2,200 files, focusing primarily on documentation assets.\\n  - PRs: elizaos/eliza#2149 (chore: Reorganizing README translations into a dedicated i18n...), elizaos/eliza#2148 (Reorganizing README translations into a dedicated i18n direct...)\", \"2026-01-11 01:39:35\"]\n[\"xudean_lifetime_2026-01-11\", \"xudean\", \"lifetime\", \"2026-01-11\", \"# xudean\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Recorded 20 commits modifying 963 files (+76,713/-22,388 lines) across various file types.\\n  - *Note: Activity consists entirely of direct commits; no linked Pull Requests or Issues available for specific attribution.*\", \"2026-01-11 01:39:38\"]\n[\"francis2tm_lifetime_2026-01-11\", \"francis2tm\", \"lifetime\", \"2026-01-11\", \"# francis2tm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 167 hours\\n\\n## Contribution Domains\\n**Provider Integrations:** Implemented the Atoma provider functionality within the Eliza framework.\\n- PRs: elizaos/eliza#2082 (feat: atoma provider)\", \"2026-01-11 01:39:45\"]\n[\"jimouris_lifetime_2026-01-11\", \"jimouris\", \"lifetime\", \"2026-01-11\", \"# jimouris\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n**Feature Integration:**\\nDeveloped a new plugin integration for Nillion's nilDB, introducing approximately 800 lines of code across configuration and source files.\\n- PRs: elizaos/eliza#2079 (feat: Add plugin for Nillion's nilDB)\", \"2026-01-11 01:39:46\"]\n[\"0x369D_lifetime_2026-01-11\", \"0x369D\", \"lifetime\", \"2026-01-11\", \"# 0x369D\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 51 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Implemented routing logic and content generation features, while proposing external client integrations.\\n  - PRs: elizaos/eliza#2081 (feat: add external router path and new tweet generation), elizaos/eliza#2047 (feat: add coinbase client)\", \"2026-01-11 01:39:47\"]\n[\"jorgeantonio21_lifetime_2026-01-11\", \"jorgeantonio21\", \"lifetime\", \"2026-01-11\", \"# jorgeantonio21\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or code changes recorded. Activity consists solely of review commentary.\", \"2026-01-11 01:39:47\"]\n[\"xR0am_lifetime_2026-01-11\", \"xR0am\", \"lifetime\", \"2026-01-11\", \"# xR0am\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Infrastructure:** Initiated work on Model Context Protocol (MCP) server integration within the documentation repository.\\n  - PRs: elizaos/elizaos.github.io#148 (Feature/mcp server)\", \"2026-01-11 01:39:59\"]\n[\"threewebcode_lifetime_2026-01-11\", \"threewebcode\", \"lifetime\", \"2026-01-11\", \"# threewebcode\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 71 hours\\n\\n## Contribution Domains\\n- **Network Integrations:** Implemented plugin support for the B\\u00b2 Network within the Eliza framework.\\n  - PRs: elizaos/eliza#2010 (feat: Adding plugin for B\\u00b2 Network)\\n\\n- **Documentation & Maintenance:** Corrected terminology regarding action processing functions and updated project changelogs.\\n  - PRs: elizaos/eliza#1937 (docs: it is processAction instead of triggerAction), elizaos/eliza#3407 (chore: update change log)\", \"2026-01-11 01:40:00\"]\n[\"tim-hm_lifetime_2026-01-11\", \"tim-hm\", \"lifetime\", \"2026-01-11\", \"# tim-hm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Modifications to documentation files.\\n  - Activity consists of 1 commit (+24/-30 lines) and 1 review comment. No merged pull requests present in the dataset.\", \"2026-01-11 01:40:02\"]\n[\"jonathanykh_lifetime_2026-01-11\", \"jonathanykh\", \"lifetime\", \"2026-01-11\", \"# jonathanykh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 36 hours\\n\\n## Contribution Domains\\n- **Infrastructure & CI:** Implemented workflow improvements for dependency management consistency.\\n  - PRs: elizaos/eliza#2015 (add pnpm lockfile consistency check workflow)\\n- **Core Logic & API:** Modified UUID handling and updated API endpoints.\\n  - PRs: elizaos/eliza#2051 (fix: remove problematic redundant uuid conversion and add api)\\n- **Client Features:** Developing user interface enhancements for agent interaction history (work in progress).\\n  - PRs: elizaos/eliza#2235 (feat: view chat history with agent in client UI)\", \"2026-01-11 01:40:07\"]\n[\"goalongway_lifetime_2026-01-11\", \"goalongway\", \"lifetime\", \"2026-01-11\", \"# goalongway\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 9 total (0 approvals, 0 change requests, 9 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Modifications:** Recorded 4 commits involving 98 files, resulting in a net addition of 15,757 lines (+17,549/-1,792).\\n- **Code Review:** Contributed 9 comments to reviews without registering formal approvals or change requests.\", \"2026-01-11 01:40:12\"]\n[\"enigmarikki_lifetime_2026-01-11\", \"enigmarikki\", \"lifetime\", \"2026-01-11\", \"# enigmarikki\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 321 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented the Injective plugin, involving substantial codebase modifications across over 1,000 files.\\n  - PRs: elizaos/eliza#1764 (feat: injective plugin)\", \"2026-01-11 01:40:16\"]\n[\"thetechnocratic_lifetime_2026-01-11\", \"thetechnocratic\", \"lifetime\", \"2026-01-11\", \"# thetechnocratic\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 266 hours\\n\\n## Contribution Domains\\n- **EVM Governance Integration:** Implemented OpenZeppelin governance plugin for EVM compatibility, introducing substantial codebase additions.\\n  - PRs: elizaos/eliza#1710 (feat: Plugin evm oz governance)\\n- **Containerization:** Configured Docker build processes for character deployment.\\n  - PRs: elizaos/eliza#1886 (feat: docker build character)\", \"2026-01-11 01:40:21\"]\n[\"dtmrc_lifetime_2026-01-11\", \"dtmrc\", \"lifetime\", \"2026-01-11\", \"# dtmrc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:** Recorded 1 review comment.\\n  - No authored pull requests or issues were submitted during this period.\", \"2026-01-11 01:40:25\"]\n[\"UjjwalGupta49_lifetime_2026-01-11\", \"UjjwalGupta49\", \"lifetime\", \"2026-01-11\", \"# UjjwalGupta49\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Submitted request for Solana-based leverage trading integration.\\n  - Issues: elizaos/eliza#1899 (Add Flash.trade for leverage trading on solana)\", \"2026-01-11 01:40:28\"]\n[\"mrparracho_lifetime_2026-01-11\", \"mrparracho\", \"lifetime\", \"2026-01-11\", \"# mrparracho\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development (elizaos):** Implementation of Instagram plugin functionality involving substantial file additions.\\n  - PRs: elizaos/eliza#2284 (Feature/add plugin ig - modified 1,993 files with +145k lines)\", \"2026-01-11 01:40:32\"]\n[\"bucurdavid_lifetime_2026-01-11\", \"bucurdavid\", \"lifetime\", \"2026-01-11\", \"# bucurdavid\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Solana Ecosystem Integration:** Focused on implementing the Metaplex Bubblegum plugin within the Eliza framework across multiple open pull requests.\\n  - PRs: elizaos/eliza#2327 (feat: metaplex bubblegum plugin), elizaos/eliza#1532 (feat: metaplex bubblegum plugin), elizaos/eliza#1386 (feat: metaplex bubblegum plugin)\\n\\n- **Infrastructure & Enhancements:** Identified build stability issues in alpha releases and proposed integrations for structured LLM outputs.\\n  - Issues: elizaos/eliza#2963 (Latest release version `v0.1.8-alpha.1` is NOT BUILDING), elizaos/eliza#3411 (Integrate BAML to enable structured outputs from LLMs)\", \"2026-01-11 01:40:36\"]\n[\"Firbydude_lifetime_2026-01-11\", \"Firbydude\", \"lifetime\", \"2026-01-11\", \"# Firbydude\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 479 hours\\n\\n## Contribution Domains\\n- **Integrations:** Implemented support for external AI embedding providers.\\n  - PRs: elizaos/eliza#1442 (feat: Add support for VoyageAI embeddings API)\", \"2026-01-11 01:40:46\"]\n[\"camharris_lifetime_2026-01-11\", \"camharris\", \"lifetime\", \"2026-01-11\", \"# camharris\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 8 total (4 approvals, 0 change requests, 4 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review & Collaboration:** Activity is exclusively focused on the review cycle.\\n  - **Metrics:** 8 reviews submitted with a 50% approval rate (4 approvals) and 4 comments.\\n  - **Authored Work:** No pull requests or issues were authored in this period.\", \"2026-01-11 01:40:48\"]\n[\"odcey_lifetime_2026-01-11\", \"odcey\", \"lifetime\", \"2026-01-11\", \"# odcey\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or code changes recorded in the provided dataset. Activity is limited to a single review comment without associated repository details.\", \"2026-01-11 01:40:49\"]\n[\"aigustin_lifetime_2026-01-11\", \"aigustin\", \"lifetime\", \"2026-01-11\", \"# aigustin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Other Work:** Recorded direct code modifications across 49 files (+1313/-1277 lines) via 1 commit.\\n  - PRs: No pull requests associated with this activity.\", \"2026-01-11 01:40:55\"]\n[\"lightning-li_lifetime_2026-01-11\", \"lightning-li\", \"lifetime\", \"2026-01-11\", \"# lightning-li\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Review Activity:** Recorded 4 review comments on pull requests. No authored pull requests or issues appear in the provided dataset.\", \"2026-01-11 01:40:56\"]\n[\"yueliao11_lifetime_2026-01-11\", \"yueliao11\", \"lifetime\", \"2026-01-11\", \"# yueliao11\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development & Maintenance:** Current open work targets the `elizaos/eliza` repository, focusing on implementing verifiable state features and resolving code conflicts. Modifications span configuration files (35%) and documentation (33%), involving significant line count changes (+969/-704).\\n  - PRs: elizaos/eliza#3408 (Feat/verifiable state), elizaos/eliza#2060 (Fix/resolve conflicts)\", \"2026-01-11 01:41:00\"]\n[\"bob-robert-ai_lifetime_2026-01-11\", \"bob-robert-ai\", \"lifetime\", \"2026-01-11\", \"# bob-robert-ai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Submitted a substantial code addition to integrate the Bob Launchpad into the ICP package, involving over 1,500 file modifications.\\n  - PRs: elizaos/eliza#714 (feat(plugin): add bob launchpad to icp package.)\", \"2026-01-11 01:41:04\"]\n[\"0xalberto_lifetime_2026-01-11\", \"0xalberto\", \"lifetime\", \"2026-01-11\", \"# 0xalberto\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Troubleshooting:** Documented local development environment connectivity issues.\\n  - Issues: elizaos/eliza#3592 (pnpm start:client is not fetching localhost:3000)\", \"2026-01-11 01:41:11\"]\n[\"lqkhanh195_lifetime_2026-01-11\", \"lqkhanh195\", \"lifetime\", \"2026-01-11\", \"# lqkhanh195\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified architectural gaps regarding backend API availability.\\n  - Issues: elizaos/eliza#3702 (No REST API backend)\", \"2026-01-11 01:41:14\"]\n[\"Wildanzr_lifetime_2026-01-11\", \"Wildanzr\", \"lifetime\", \"2026-01-11\", \"# Wildanzr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo merged pull requests or code changes recorded. Activity consists solely of 1 issue comment and 1 review comment without associated code modifications.\", \"2026-01-11 01:41:15\"]\n[\"ice-coldbell_lifetime_2026-01-11\", \"ice-coldbell\", \"lifetime\", \"2026-01-11\", \"# ice-coldbell\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Proposed the addition of a Merkle plugin, introducing over 1,300 lines of code across 22 files.\\n  - PRs: elizaos/eliza#3565 (Added feature: Plugin Merkle)\", \"2026-01-11 01:41:17\"]\n[\"bartrtl_lifetime_2026-01-11\", \"bartrtl\", \"lifetime\", \"2026-01-11\", \"# bartrtl\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 3 total (3 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:** Recorded 3 review approvals. No authored pull requests, issues, or specific repository details were provided in the dataset.\", \"2026-01-11 01:41:22\"]\n[\"alefmanvladimir_lifetime_2026-01-11\", \"alefmanvladimir\", \"lifetime\", \"2026-01-11\", \"# alefmanvladimir\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 8 opened, 8 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **TON Plugin Financial Features:** Defined requirements for wallet management and DeFi operations within the TON ecosystem integration.\\n  - Issues: elizaos/eliza#3042 (Wallet Creation and Private Key Management), elizaos/eliza#3043 (Batch Transfer Processing), elizaos/eliza#3030 (Lend and Borrow Integration in TON Plugin)\\n- **NFT & Market Data Integration:** Outlined specifications for NFT lifecycle management and historical data retrieval.\\n  - Issues: elizaos/eliza#3034 (NFT Marketplace Integration: Listing, Buying, and Auctioning), elizaos/eliza#2962 (Implement Action Set for NFT Creation & Management in TON Plugin), elizaos/eliza#3032 (Read Historical Token Price Data)\\n- **Liquidity & Staking:** Proposed extensions for pool management and real-time data tracking.\\n  - Issues: elizaos/eliza#3029 (Extending TON Plugin for Liquidity Pool Management), elizaos/eliza#3031 (Staking TON & Real-Time Pool Data Retrieval)\", \"2026-01-11 01:41:27\"]\n[\"mikirov_lifetime_2026-01-11\", \"mikirov\", \"lifetime\", \"2026-01-11\", \"# mikirov\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 6 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 106 hours\\n\\n## Contribution Domains\\n- **TON Blockchain Plugin:** Implemented core functionality for The Open Network (TON) integration, focusing on NFT management, wallet operations, and DEX interfaces.\\n  - PRs: elizaos/eliza#3211 (feat: TON Plugin: NFT collection, item creation, metadata changes), elizaos/eliza#3236 (TON Plugin: Batch Transfer of Ton, Jetton and NFT), elizaos/eliza#3273 (TON Plugin: Dex provider interface and action for DEX actions)\\n- **Plugin Registry & Configuration:** Managed registry additions for external plugins and addressed API configuration conflicts.\\n  - PRs: elizaos-plugins/registry#184 (Add @esscrypt/plugin-polkadot to registry), elizaos/eliza#2666 (@elizaos/client-direct speak endpoint setting conflicting headers)\", \"2026-01-11 01:41:27\"]\n[\"anuragasawa20_lifetime_2026-01-11\", \"anuragasawa20\", \"lifetime\", \"2026-01-11\", \"# anuragasawa20\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Blockchain Plugin Development:** Implemented price history tracking for tokens and pairs within the TON ecosystem plugin, introducing new logic and associated tests.\\n  - PRs: elizaos/eliza#3370 (TON Plugin token/pairs priceHistory Implementation)\", \"2026-01-11 01:41:27\"]\n[\"delovoyhomie_lifetime_2026-01-11\", \"delovoyhomie\", \"lifetime\", \"2026-01-11\", \"# delovoyhomie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Documented requirements for blockchain integration within the plugin architecture.\\n  - Issues: elizaos/eliza#2984 (TON Connect integration in TON Plugin)\", \"2026-01-11 01:41:28\"]\n[\"MahdiPresario001_lifetime_2026-01-11\", \"MahdiPresario001\", \"lifetime\", \"2026-01-11\", \"# MahdiPresario001\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Asset Integration:** Opened request regarding provider branding.\\n  - Issues: elizaos/eliza#2222 (Adding the nineteen.ai logo among the providers)\", \"2026-01-11 01:41:34\"]\n[\"omarsayed7_lifetime_2026-01-11\", \"omarsayed7\", \"lifetime\", \"2026-01-11\", \"# omarsayed7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Runtime:** Opened an issue regarding the creation and execution of agents while the server is active.\\n  - Issues: elizaos/eliza#2208 (Create and run agents while the server up and running)\", \"2026-01-11 01:41:40\"]\n[\"0xinugami_lifetime_2026-01-11\", \"0xinugami\", \"lifetime\", \"2026-01-11\", \"# 0xinugami\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identification of TypeScript parameter inconsistencies during build processes.\\n  - Issues: elizaos/eliza#2164 (Fresh Clone: Types of parameters 'url' and 'request' are inco...)\", \"2026-01-11 01:41:42\"]\n[\"chanta093_lifetime_2026-01-11\", \"chanta093\", \"lifetime\", \"2026-01-11\", \"# chanta093\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **ElizaOS Runtime & Twitter Integration:** Documented behavior regarding state persistence and target user replies upon system restart.\\n  - Issues: elizaos/eliza#2161 (When ElizaOS is restarted, replies to TWITTER_TARGET_USER are...)\", \"2026-01-11 01:41:43\"]\n[\"indowebdeveloper_lifetime_2026-01-11\", \"indowebdeveloper\", \"lifetime\", \"2026-01-11\", \"# indowebdeveloper\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Search Integration:** Updates to external search provider configurations within the plugin architecture.\\n  - PRs: elizaos/eliza#2113 (fix: change plugin-web-search to use google.serper.dev)\", \"2026-01-11 01:41:45\"]\n[\"TobiGoldD_lifetime_2026-01-11\", \"TobiGoldD\", \"lifetime\", \"2026-01-11\", \"# TobiGoldD\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build & Dependency Management:** Reported errors related to package manager execution within the Eliza environment.\\n  - Issues: elizaos/eliza#2127 (ERR_PNPM_RECURSIVE_RUN_FIRST_FAIL)\", \"2026-01-11 01:41:48\"]\n[\"sparkidea25_lifetime_2026-01-11\", \"sparkidea25\", \"lifetime\", \"2026-01-11\", \"# sparkidea25\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Package Management & Reporting:** Identified missing artifacts in package registries.\\n  - Issues: elizaos/eliza#2729 (Reported @elizaos/plugin-rabbi-trader missing from npm registry)\", \"2026-01-11 01:41:54\"]\n[\"brij2001-hof_lifetime_2026-01-11\", \"brij2001-hof\", \"lifetime\", \"2026-01-11\", \"# brij2001-hof\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Submitted a request regarding response formatting functionality.\\n  - Issues: elizaos/eliza#2109 ([Request] Feature : Response Format)\", \"2026-01-11 01:41:55\"]\n[\"mameikagou_lifetime_2026-01-11\", \"mameikagou\", \"lifetime\", \"2026-01-11\", \"# mameikagou\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Plugin Maintenance & Configuration:** Updates to plugin metadata and code cleanup within the Eliza framework.\\n  - PRs: elizaos/eliza#2117 (Add name and description to SttTtsPlugin), elizaos/eliza#2112 (fix: rm unused imports)\\n- **Package Management:** Identified publication issues for specific plugins.\\n  - Issues: elizaos/eliza#2114 (Reported @elizaos/plugin-twitter not published in npm)\", \"2026-01-11 01:41:57\"]\n[\"chasebrownn_lifetime_2026-01-11\", \"chasebrownn\", \"lifetime\", \"2026-01-11\", \"# chasebrownn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Documented unexpected behavior in messaging integrations.\\n  - Issues: elizaos/eliza#2089 (Double responses when interacting on Telegram)\", \"2026-01-11 01:42:00\"]\n[\"ropstah_lifetime_2026-01-11\", \"ropstah\", \"lifetime\", \"2026-01-11\", \"# ropstah\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors related to local environment configuration.\\n  - Issues: elizaos/eliza#2080 (A CUDA error is thrown when using `llama_local`)\", \"2026-01-11 01:42:04\"]\n[\"ido567_lifetime_2026-01-11\", \"ido567\", \"lifetime\", \"2026-01-11\", \"# ido567\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported runtime errors within the Eliza framework.\\n  - Issues: elizaos/eliza#3692 (Unexpected ERR_USE_AFTER_CLOSE error while running Eliza)\", \"2026-01-11 01:42:05\"]\n[\"joco25_lifetime_2026-01-11\", \"joco25\", \"lifetime\", \"2026-01-11\", \"# joco25\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Reliability:** Reported sporadic connection failures in PostgresDB integrations when processing large knowledge bases.\\n  - Issues: elizaos/eliza#2085 (PostgresDB connection Fails sporadically with Large knowledge...)\", \"2026-01-11 01:42:08\"]\n[\"demoush_lifetime_2026-01-11\", \"demoush\", \"lifetime\", \"2026-01-11\", \"# demoush\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Initialization:** Reported a defect regarding runtime initialization sequences within the constructor.\\n  - Issues: elizaos/eliza#2037 (runtime not inititiazed properly in ctor)\", \"2026-01-11 01:42:12\"]\n[\"arvin-crypto_lifetime_2026-01-11\", \"arvin-crypto\", \"lifetime\", \"2026-01-11\", \"# arvin-crypto\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration:** Reported environment-specific binary path errors.\\n  - Issues: elizaos/eliza#1965 (Error: Could not find wrtc binary on any of the paths when running)\", \"2026-01-11 01:42:15\"]\n[\"gtech_lifetime_2026-01-11\", \"gtech\", \"lifetime\", \"2026-01-11\", \"# gtech\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Reported discrepancies in debugging guides.\\n  - Issues: elizaos/eliza#1987 (Debugging documentation out of date)\", \"2026-01-11 01:42:15\"]\n[\"oscody_lifetime_2026-01-11\", \"oscody\", \"lifetime\", \"2026-01-11\", \"# oscody\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Stability:** Reported execution errors related to undefined property access\\n  - Issues: elizaos/eliza#2078 (Cannot read properties of undefined reading 'actions')\", \"2026-01-11 01:42:16\"]\n[\"abcfy2_lifetime_2026-01-11\", \"abcfy2\", \"lifetime\", \"2026-01-11\", \"# abcfy2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **API Configuration:** Corrected parameter passing logic to ensure API keys persist during Google handler execution.\\n  - PRs: elizaos/eliza#3274 (fix: handleGoogle(options) lost apiKey)\", \"2026-01-11 01:42:21\"]\n[\"yeshubmen_lifetime_2026-01-11\", \"yeshubmen\", \"lifetime\", \"2026-01-11\", \"# yeshubmen\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented unexpected behavior regarding response quality.\\n  - Issues: elizaos/eliza#1900 (The answer is always repetitive and the answer has nothing to...)\", \"2026-01-11 01:42:26\"]\n[\"ageofalgo_lifetime_2026-01-11\", \"ageofalgo\", \"lifetime\", \"2026-01-11\", \"# ageofalgo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Framework:** Reported behavior regarding token-by-token processing.\\n  - Issues: elizaos/eliza#1956 (token by token processing { \\\"user\\\": \\\"trump\\\", \\\"text\\\": \\\"E\\\", \\\"ac...)\", \"2026-01-11 01:42:28\"]\n[\"augustin-v_lifetime_2026-01-11\", \"augustin-v\", \"lifetime\", \"2026-01-11\", \"# augustin-v\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Starknet Integration:** Documented requirements for provider implementation within the Starknet plugin.\\n  - Issues: elizaos/eliza#1912 (Starknet plugin proper providers implementation)\", \"2026-01-11 01:42:29\"]\n[\"unclezoro_lifetime_2026-01-11\", \"unclezoro\", \"lifetime\", \"2026-01-11\", \"# unclezoro\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Community Engagement:** Initiated inquiry regarding contribution guidelines and processes.\\n  - Issues: elizaos/eliza#1891 (Question about contribution)\", \"2026-01-11 01:42:33\"]\n[\"emg110_lifetime_2026-01-11\", \"emg110\", \"lifetime\", \"2026-01-11\", \"# emg110\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Submitted request for blockchain integration.\\n  - Issues: elizaos/eliza#1866 (Algorand Blockchain Integration Plugin)\", \"2026-01-11 01:42:33\"]\n[\"LRGG520_lifetime_2026-01-11\", \"LRGG520\", \"lifetime\", \"2026-01-11\", \"# LRGG520\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Inquiry:** Initiated discussion regarding functional capabilities for liquidity management.\\n  - Issues: elizaos/eliza#1633 (Can it propose liquidity management based on TAP, similar to LP?)\", \"2026-01-11 01:42:38\"]\n[\"TheAverageNewishCoder_lifetime_2026-01-11\", \"TheAverageNewishCoder\", \"lifetime\", \"2026-01-11\", \"# TheAverageNewishCoder\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified a correction for character configuration examples.\\n  - Issues: elizaos/eliza#1697 (Fixed the Trump character example)\", \"2026-01-11 01:42:41\"]\n[\"Utkarshbhimte_lifetime_2026-01-11\", \"Utkarshbhimte\", \"lifetime\", \"2026-01-11\", \"# Utkarshbhimte\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Voice Integration:** Developing integration logic for ElevenLabs within the Twilio call handling system.\\n  - PRs: elizaos/eliza#1640 (WIP: feat: integrate ElevenLabs for Twilio call handling)\", \"2026-01-11 01:42:41\"]\n[\"mot1se_lifetime_2026-01-11\", \"mot1se\", \"lifetime\", \"2026-01-11\", \"# mot1se\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Developing external communication capabilities for the Eliza framework.\\n  - PRs: elizaos/eliza#2273 (feat(new-plugin): twilio plugin for eliza)\", \"2026-01-11 01:42:43\"]\n[\"JoseRoberts87_lifetime_2026-01-11\", \"JoseRoberts87\", \"lifetime\", \"2026-01-11\", \"# JoseRoberts87\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Configuration:** Submitted changes to the Postgres database adapter to implement SSL flags for RDS and localhost support.\\n  - PRs: elizaos/eliza#1585 (add SSL flag for RDS postgress support and localhost support)\", \"2026-01-11 01:42:49\"]\n[\"Jjfern96_lifetime_2026-01-11\", \"Jjfern96\", \"lifetime\", \"2026-01-11\", \"# Jjfern96\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented requirements regarding Twitter functionality.\\n  - Issues: elizaos/eliza#1567 (Quotes on Twitter)\", \"2026-01-11 01:42:53\"]\n[\"graykode_lifetime_2026-01-11\", \"graykode\", \"lifetime\", \"2026-01-11\", \"# graykode\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened a single item regarding Coinbase AgentKit.\\n  - Issues: elizaos/eliza#916 (Coinbase AgentKit)\", \"2026-01-11 01:42:53\"]\n[\"eskp_lifetime_2026-01-11\", \"eskp\", \"lifetime\", \"2026-01-11\", \"# eskp\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented installation failure within the Eliza framework.\\n  - Issues: elizaos/eliza#1480 (Install fails)\", \"2026-01-11 01:42:54\"]\n[\"hugoroussel_lifetime_2026-01-11\", \"hugoroussel\", \"lifetime\", \"2026-01-11\", \"# hugoroussel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Model Integration:** Documented requirements for integrating specific external models.\\n  - Issues: elizaos/eliza#900 (Support for Perplexity Sonar models)\", \"2026-01-11 01:42:54\"]\n[\"Rubyt0x_lifetime_2026-01-11\", \"Rubyt0x\", \"lifetime\", \"2026-01-11\", \"# Rubyt0x\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **AI Character Configuration:** Configuration and setup for specific AI characters within the Eliza framework.\\n  - PRs: elizaos/eliza#3406 (Fuel AI character setup)\", \"2026-01-11 01:43:02\"]\n[\"minichris_lifetime_2026-01-11\", \"minichris\", \"lifetime\", \"2026-01-11\", \"# minichris\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration:** Documented initialization failures regarding the ONNX Runtime API.\\n  - Issues: elizaos/eliza#881 (Failed to initialize ONNX Runtime API)\", \"2026-01-11 01:43:02\"]\n[\"Okulon_lifetime_2026-01-11\", \"Okulon\", \"lifetime\", \"2026-01-11\", \"# Okulon\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Implementation of storage mechanisms and frontend integration components.\\n  - PRs: elizaos/eliza#3377 (Task storage), elizaos/eliza#3391 (Integrate nillion frontend)\", \"2026-01-11 01:43:06\"]\n[\"romain-lfg_lifetime_2026-01-11\", \"romain-lfg\", \"lifetime\", \"2026-01-11\", \"# romain-lfg\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Frontend Feature Development:** Implementation of bounty board interfaces and underlying frontend structure.\\n  - PRs: elizaos/eliza#3361 (Feat/bounty detail), elizaos/eliza#3320 (Feat/bounty board), elizaos/eliza#3315 (Feat/frontend implementation)\", \"2026-01-11 01:43:11\"]\n[\"aleksifuna_lifetime_2026-01-11\", \"aleksifuna\", \"lifetime\", \"2026-01-11\", \"# aleksifuna\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Character Assets:** Submitted changes to configuration files to introduce a new character entity.\\n  - PRs: elizaos/eliza#3382 (added a custom character chatterbox)\", \"2026-01-11 01:43:13\"]\n[\"avaer_lifetime_2026-01-11\", \"avaer\", \"lifetime\", \"2026-01-11\", \"# avaer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Configuration & Plugins:** Refactored plugin import structures and managed dependency additions.\\n  - PRs: elizaos/eliza#3346 (chore: Remove plugin imports from agent), elizaos/eliza#3357 (chore: Add adapter-sqlite to deps), elizaos/eliza#3336 (Dynamic plugins loading)\\n\\n- **Runtime Logic:** Patched character loading paths and argument parsing utilities.\\n  - PRs: elizaos/eliza#3375 (Try loading character path from repo root), elizaos/eliza#3374 (Fix yargs slice in character loading)\", \"2026-01-11 01:43:22\"]\n[\"mihai169_lifetime_2026-01-11\", \"mihai169\", \"lifetime\", \"2026-01-11\", \"# mihai169\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nActivity consists of 8 commits modifying 8 files (+188/-4 lines), with no associated Pull Requests or Issues.\\n- **Documentation:** Represents 75% of modified files.\\n- **Other:** Represents 25% of modified files.\\n- *Note: Specific repository names and PR links are not available in the provided dataset.*\", \"2026-01-11 01:43:23\"]\n[\"AlexandreTedesco_lifetime_2026-01-11\", \"AlexandreTedesco\", \"lifetime\", \"2026-01-11\", \"# AlexandreTedesco\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Configuration and Code:** Submitted changes affecting 10 files, primarily targeting configuration settings (60%) alongside code modifications (40%).\\n  - PRs: elizaos/eliza#3363 (\\\"Alex\\\")\", \"2026-01-11 01:43:23\"]\n[\"Provoo_lifetime_2026-01-11\", \"Provoo\", \"lifetime\", \"2026-01-11\", \"# Provoo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project documentation files.\\n  - PRs: elizaos/eliza#3341 (Update README.md)\", \"2026-01-11 01:43:23\"]\n[\"jeremie-olivier_lifetime_2026-01-11\", \"jeremie-olivier\", \"lifetime\", \"2026-01-11\", \"# jeremie-olivier\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Codebase Modifications:** Executed changes via direct commits rather than pull requests.\\n  - Activity: 3 commits modifying 37 files (+2071/-1300 lines).\\n  - Focus: Bugfix work (67%) and tests work (33%).\", \"2026-01-11 01:43:28\"]\n[\"oxy-Op_lifetime_2026-01-11\", \"oxy-Op\", \"lifetime\", \"2026-01-11\", \"# oxy-Op\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Dependency Configuration:** Modified package configuration settings for the Solana V2 plugin.\\n  - PRs: elizaos/eliza#3308 (fix: Fix plugin-solana-v2 package.json)\", \"2026-01-11 01:43:37\"]\n[\"DarrenZal_lifetime_2026-01-11\", \"DarrenZal\", \"lifetime\", \"2026-01-11\", \"# DarrenZal\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Plugins:** Development of new plugin integrations for the Eliza framework.\\n  - PRs: elizaos/eliza#3340 (Add safe plugin), elizaos/eliza#3920 (Gaia)\\n- **Feature Requests:** Proposal for core capability enhancements regarding web fetching.\\n  - Issues: elizaos/eliza#5889 ([Feature Request] Native Web Fetching Capability for Agents)\", \"2026-01-11 01:43:37\"]\n[\"w1ld3r_lifetime_2026-01-11\", \"w1ld3r\", \"lifetime\", \"2026-01-11\", \"# w1ld3r\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Core Functionality:** Work focuses on implementing zero vector embeddings and establishing initial CWD configurations involving code and configuration files.\\n  - PRs: elizaos/eliza#3337 (Intial version of CWD), elizaos/eliza#3530 (Add embedding zero vector), elizaos/eliza#3529 (add embedding zero vector)\", \"2026-01-11 01:43:39\"]\n[\"Bilirose_lifetime_2026-01-11\", \"Bilirose\", \"lifetime\", \"2026-01-11\", \"# Bilirose\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** N/A\\n\\n## Contribution Domains\\n**Plugin Integration:**\\nFocused on integrating the \\\"plugin-vana\\\" extension into the Eliza framework. This work involves a substantial addition of code (+6,882 lines) across 46 files, comprising both source code and configuration updates.\\n- PRs: elizaos/eliza#3338 (add plugin-vana), elizaos/eliza#3335 (Add plugin-vana)\", \"2026-01-11 01:43:40\"]\n[\"Bilogweb3_lifetime_2026-01-11\", \"Bilogweb3\", \"lifetime\", \"2026-01-11\", \"# Bilogweb3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to repository documentation, specifically addressing typos and function descriptions.\\n  - PRs: elizaos/eliza#3317 (docs: fix typos and update functions)\", \"2026-01-11 01:43:41\"]\n[\"aso20455_lifetime_2026-01-11\", \"aso20455\", \"lifetime\", \"2026-01-11\", \"# aso20455\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected typographical errors in plugin documentation.\\n  - PRs: elizaos/eliza#3324 (docs: fix typos in plugins.md)\", \"2026-01-11 01:43:50\"]\n[\"johntad110_lifetime_2026-01-11\", \"johntad110\", \"lifetime\", \"2026-01-11\", \"# johntad110\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected broken hyperlinks within project contribution guidelines.\\n  - PRs: elizaos/eliza#3269 (Fix broken links on contributing.md)\", \"2026-01-11 01:43:50\"]\n[\"esen_lifetime_2026-01-11\", \"esen\", \"lifetime\", \"2026-01-11\", \"# esen\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Database Query Logic:** Corrected PostgreSQL query syntax regarding field naming conventions.\\n  - PRs: elizaos/eliza#3264 (Fix PG query: Use only 'text' subfield name)\", \"2026-01-11 01:43:51\"]\n[\"AdwitM_lifetime_2026-01-11\", \"AdwitM\", \"lifetime\", \"2026-01-11\", \"# AdwitM\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Developing the Elfa AI Plugin, involving substantial additions (+2176 lines) across code and configuration files.\\n  - PRs: elizaos/eliza#3331 (Feat: Elfa AI Plugin)\", \"2026-01-11 01:43:52\"]\n[\"Julian-dev28_lifetime_2026-01-11\", \"Julian-dev28\", \"lifetime\", \"2026-01-11\", \"# Julian-dev28\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Exchange Integration:** Development focuses on integrating OKX decentralized exchange capabilities into the Eliza platform.\\n  - PRs: elizaos/eliza#3310 (feat: Add okx dex plugin), elizaos/eliza#2865 (Add okx dex)\", \"2026-01-11 01:43:53\"]\n[\"koryteg_lifetime_2026-01-11\", \"koryteg\", \"lifetime\", \"2026-01-11\", \"# koryteg\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **API Development:** Implementation of endpoints for logging and agent creation functionality.\\n  - PRs: elizaos/eliza#3305 (updated to add the logs and agent create apis)\", \"2026-01-11 01:44:00\"]\n[\"rebustron_lifetime_2026-01-11\", \"rebustron\", \"lifetime\", \"2026-01-11\", \"# rebustron\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Documentation:** Maintenance of documentation integrity through minor corrections.\\n  - PRs: elizaos/eliza#3270 (docs: fix typos and update broken link in docs)\", \"2026-01-11 01:44:01\"]\n[\"cloudre01_lifetime_2026-01-11\", \"cloudre01\", \"lifetime\", \"2026-01-11\", \"# cloudre01\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implementation of external plugin integration.\\n  - PRs: elizaos/eliza#3304 (feat: Add State of Mika plugin to Eliza)\", \"2026-01-11 01:44:01\"]\n[\"murrlincoln_lifetime_2026-01-11\", \"murrlincoln\", \"lifetime\", \"2026-01-11\", \"# murrlincoln\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Updates external library integration within the agent framework.\\n  - PRs: elizaos/eliza#3289 (Migrate to new agentkit version)\", \"2026-01-11 01:44:03\"]\n[\"reject-i_lifetime_2026-01-11\", \"reject-i\", \"lifetime\", \"2026-01-11\", \"# reject-i\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Focused on text corrections and spelling fixes within the repository documentation.\\n  - PRs: elizaos/eliza#3271 (chore: fix spelling issues)\", \"2026-01-11 01:44:09\"]\n[\"TecSong_lifetime_2026-01-11\", \"TecSong\", \"lifetime\", \"2026-01-11\", \"# TecSong\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Developing functionality for the movement plugin, specifically introducing swap actions. Work includes substantial code additions (+1119 lines) and accompanying test coverage (17% of file changes).\\n  - PRs: elizaos/eliza#3266 (movement plugin:add swap action)\", \"2026-01-11 01:44:11\"]\n[\"pbkompasz_lifetime_2026-01-11\", \"pbkompasz\", \"lifetime\", \"2026-01-11\", \"# pbkompasz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Developing liquidity pool management functionality within the TON plugin architecture.\\n  - PRs: elizaos/eliza#3253 ([WIP](TON Plugin) Add support Liquidity Pool Management)\", \"2026-01-11 01:44:11\"]\n[\"cypherpepe_lifetime_2026-01-11\", \"cypherpepe\", \"lifetime\", \"2026-01-11\", \"# cypherpepe\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected navigational elements within the repository documentation.\\n  - PRs: elizaos/eliza#3240 (fix: broken links in documentation)\", \"2026-01-11 01:44:13\"]\n[\"john-xina-p88_lifetime_2026-01-11\", \"john-xina-p88\", \"lifetime\", \"2026-01-11\", \"# john-xina-p88\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 72 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Implemented the Desk Exchange plugin, involving significant file additions (697 files modified).\\n  - PRs: elizaos/eliza#3096 (feat: plugin desk exchange)\", \"2026-01-11 01:44:17\"]\n[\"praveen-kaia_lifetime_2026-01-11\", \"praveen-kaia\", \"lifetime\", \"2026-01-11\", \"# praveen-kaia\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Focused on the implementation of the KAIA plugin within the Eliza framework, involving substantial codebase modifications (+24k/-11k lines) across open pull requests.\\n  - PRs: elizaos/eliza#3231 (Feat: Added KAIA Plugin), elizaos/eliza#3227 (feat: Add KAIA Plugin)\\n- **Issue Reporting:** Documented feature requests for the KAIA plugin and reported usability issues with the GOAT plugin.\\n  - Issues: elizaos/eliza#3226 (feat: Add KAIA Plugin), elizaos/eliza#4298 (Unable to use GOAT Plugin)\", \"2026-01-11 01:44:22\"]\n[\"stasionok_lifetime_2026-01-11\", \"stasionok\", \"lifetime\", \"2026-01-11\", \"# stasionok\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n**Blockchain Integration:**\\nImplementing TON (The Open Network) Connect functionality via a new plugin structure. This work involves significant code addition (+20,648 lines) within a single open pull request.\\n- PRs: elizaos/eliza#3228 (TON Plugin: Ton Connect implementation)\", \"2026-01-11 01:44:24\"]\n[\"SmartDevsSys_lifetime_2026-01-11\", \"SmartDevsSys\", \"lifetime\", \"2026-01-11\", \"# SmartDevsSys\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Management:** Initiated a merge operation within the Eliza framework.\\n  - PRs: elizaos/eliza#3222 (Merge pull request #3219 from elizaOS/tcm-twitter-disable-post)\", \"2026-01-11 01:44:24\"]\n[\"Siddesh7_lifetime_2026-01-11\", \"Siddesh7\", \"lifetime\", \"2026-01-11\", \"# Siddesh7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** N/A\\n\\n## Contribution Domains\\n- **Plugin Integration:** Initiated the addition of the Taiko plugin to the Eliza framework. The proposed changes involve a substantial volume of code, tests, and configuration (+10,055 lines) within a single pull request.\\n  - PRs: elizaos/eliza#3230 (feat: add taiko plugin)\", \"2026-01-11 01:44:25\"]\n[\"aiqubits_lifetime_2026-01-11\", \"aiqubits\", \"lifetime\", \"2026-01-11\", \"# aiqubits\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** N/A\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented Mina protocol support involving significant code additions (+10k lines).\\n  - PRs: elizaos/eliza#3217 (feat: add mina plugin), elizaos/eliza#3214 (2609-feat: add mina plugin)\\n- **Community Engagement:** Initiated discussion regarding regional community organization.\\n  - Issues: elizaos/eliza#3885 (\\u4e2d\\u6587AI Agent \\u793e\\u533a\\u4ea4\\u6d41\\u7fa4)\", \"2026-01-11 01:44:32\"]\n[\"Fallengirl_lifetime_2026-01-11\", \"Fallengirl\", \"lifetime\", \"2026-01-11\", \"# Fallengirl\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Renamed existing documentation files.\\n  - PRs: elizaos/eliza#3210 (docs: rename chat_2024-11-17.md)\", \"2026-01-11 01:44:35\"]\n[\"aaron-adimverse_lifetime_2026-01-11\", \"aaron-adimverse\", \"lifetime\", \"2026-01-11\", \"# aaron-adimverse\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Deployment:** Developing configuration for EC2 git-based deployment workflows.\\n  - PRs: elizaos/eliza#3205 (Feature/ec2 git deploy)\", \"2026-01-11 01:44:38\"]\n[\"Danyylka_lifetime_2026-01-11\", \"Danyylka\", \"lifetime\", \"2026-01-11\", \"# Danyylka\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to user-facing documentation files.\\n  - PRs: elizaos/eliza#3207 (docs: Update faq.md)\", \"2026-01-11 01:44:39\"]\n[\"gap-editor_lifetime_2026-01-11\", \"gap-editor\", \"lifetime\", \"2026-01-11\", \"# gap-editor\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Focused on text consistency and typo corrections within chat log files in the `elizaos/eliza` repository.\\n  - PRs: elizaos/eliza#3206 (chore: Fix Typos and Improve Consistency in Community Chat Logs), elizaos/eliza#3747 (docs: Fix Typos and Improve Consistency in Discord Chat Logs)\", \"2026-01-11 01:44:41\"]\n[\"ailocfun_lifetime_2026-01-11\", \"ailocfun\", \"lifetime\", \"2026-01-11\", \"# ailocfun\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **DeFi Integration:** Proposed protocol integration for AI-driven decentralized finance features.\\n  - PRs: elizaos/eliza#3193 (feat: add DeFAI Protocol integration to enable AI-driven DeFi...)\", \"2026-01-11 01:44:45\"]\n[\"kilavvy_lifetime_2026-01-11\", \"kilavvy\", \"lifetime\", \"2026-01-11\", \"# kilavvy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 31 hours\\n\\n## Contribution Domains\\n- **Documentation & Code Quality:** Focused on minor text corrections, specifically addressing typographical errors in documentation files and code comments within the core repository.\\n  - PRs: elizaos/eliza#5238 (Fix: Correct typos in documentation and comments), elizaos/eliza#3197 (fix: typos in documentation files), elizaos/eliza#3630 (fix: typos in documentation files)\", \"2026-01-11 01:44:49\"]\n[\"boliang-pinai_lifetime_2026-01-11\", \"boliang-pinai\", \"lifetime\", \"2026-01-11\", \"# boliang-pinai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Search Integration:** Work focuses on adding external search capabilities as a plugin.\\n  - PRs: elizaos/eliza#3168 (feat: Integrate Perplexica search as a plugin)\", \"2026-01-11 01:44:50\"]\n[\"leinss_lifetime_2026-01-11\", \"leinss\", \"lifetime\", \"2026-01-11\", \"# leinss\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Content:** Focused on adding character definitions to the repository, involving significant line count changes across configuration files.\\n  - PRs: elizaos/eliza#3188 (Add eth guild character)\", \"2026-01-11 01:44:51\"]\n[\"Addy-bsf_lifetime_2026-01-11\", \"Addy-bsf\", \"lifetime\", \"2026-01-11\", \"# Addy-bsf\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implementation of new integration modules.\\n  - PRs: elizaos/eliza#3192 (feat(new-plugin): add Cookie.fun plugin)\", \"2026-01-11 01:44:53\"]\n[\"zandrad10_lifetime_2026-01-11\", \"zandrad10\", \"lifetime\", \"2026-01-11\", \"# zandrad10\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Character Configuration:** Updates to character definitions and associated files.\\n  - PRs: elizaos/eliza#2064 (Updated character)\", \"2026-01-11 01:45:00\"]\n[\"mohammadranjbarz_lifetime_2026-01-11\", \"mohammadranjbarz\", \"lifetime\", \"2026-01-11\", \"# mohammadranjbarz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Reputation Systems:** Implemented database score structures and mock adapters within the Eliza framework.\\n  - PRs: elizaos/eliza#3161 (Add reputaiton db score structure with mock adapters)\", \"2026-01-11 01:45:02\"]\n[\"Marcofann_lifetime_2026-01-11\", \"Marcofann\", \"lifetime\", \"2026-01-11\", \"# Marcofann\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 28 hours\\n\\n## Contribution Domains\\n- **Security & Standardization:** Standardized security check identifiers within the codebase.\\n  - PRs: elizaos/eliza#3164 (chore: Standardization of Security Check Identifiers across G...)\", \"2026-01-11 01:45:03\"]\n[\"PixelPil0t1_lifetime_2026-01-11\", \"PixelPil0t1\", \"lifetime\", \"2026-01-11\", \"# PixelPil0t1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 24 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Focused on maintenance tasks including correcting broken links, fixing image paths, and resolving typos in documentation and workflow configurations.\\n  - PRs: elizaos/eliza#4377 (fix: update broken link to eliza-in-tee documentation), elizaos/eliza#4362 (Fix broken image paths), elizaos/eliza#3166 (chore: Update GitHub Actions workflows and documentation)\", \"2026-01-11 01:45:06\"]\n[\"You-saku_lifetime_2026-01-11\", \"You-saku\", \"lifetime\", \"2026-01-11\", \"# You-saku\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 37 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrections to Japanese language documentation files.\\n  - PRs: elizaos/eliza#3153 (Fix README_JA.md add unwritten text and fix typo)\", \"2026-01-11 01:45:07\"]\n[\"0xgloria_lifetime_2026-01-11\", \"0xgloria\", \"lifetime\", \"2026-01-11\", \"# 0xgloria\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Integration:** Work focused on DeepSeek updates involving substantial line count changes across configuration and code files.\\n  - PRs: elizaos/eliza#3127 (update deepseek)\", \"2026-01-11 01:45:13\"]\n[\"Mohamed3nan_lifetime_2026-01-11\", \"Mohamed3nan\", \"lifetime\", \"2026-01-11\", \"# Mohamed3nan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Modifications to repository configuration and setup guides.\\n  - PRs: elizaos/eliza#3150 (Replace placeholder repository URL in Docker Setup Guide with specific target)\", \"2026-01-11 01:45:13\"]\n[\"dimitrov-d_lifetime_2026-01-11\", \"dimitrov-d\", \"lifetime\", \"2026-01-11\", \"# dimitrov-d\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Addressed technical debt by removing unused dependencies.\\n  - PRs: elizaos/eliza#3138 (chore: Remove unused package)\", \"2026-01-11 01:45:14\"]\n[\"magacek_lifetime_2026-01-11\", \"magacek\", \"lifetime\", \"2026-01-11\", \"# magacek\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Project Updates:** Submitted pending changes to the Eliza repository, modifying code and configuration files.\\n  - PRs: elizaos/eliza#2874 (Updated eliza changes)\", \"2026-01-11 01:45:25\"]\n[\"silasneo_lifetime_2026-01-11\", \"silasneo\", \"lifetime\", \"2026-01-11\", \"# silasneo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 6 total (0 approvals, 0 change requests, 6 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 70 hours\\n\\n## Contribution Domains\\n- **Character Configuration:** Implemented new character profile settings for language localization.\\n  - PRs: elizaos/eliza#3119 (feat: Trump character but tweets in Spanish by default)\", \"2026-01-11 01:45:26\"]\n[\"Gajesh2007_lifetime_2026-01-11\", \"Gajesh2007\", \"lifetime\", \"2026-01-11\", \"# Gajesh2007\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 185 hours\\n\\n## Contribution Domains\\n- **Plugin Integrations:** Implementation of external protocol integrations and feature additions within the Eliza ecosystem.\\n  - PRs: elizaos/eliza#1558 (added zktls - reclaim plugin), elizaos/eliza#2926 (Integrate EigenDA into Eliza)\", \"2026-01-11 01:45:27\"]\n[\"keshavbabu_lifetime_2026-01-11\", \"keshavbabu\", \"lifetime\", \"2026-01-11\", \"# keshavbabu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Source Code Modification:** Direct changes to codebase via 6 commits.\\n  - Activity: Modified 210 files (+1572/-4428 lines).\\n  - Focus: Comprises 50% other work, 33% bugfix work, and 17% refactor work.\", \"2026-01-11 01:45:37\"]\n[\"ccross2_lifetime_2026-01-11\", \"ccross2\", \"lifetime\", \"2026-01-11\", \"# ccross2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 49 hours\\n\\n## Contribution Domains\\n- **AI Assistant Integration:** Implemented the Edriziai Startup Mentor AI Assistant within the Eliza framework.\\n  - PRs: elizaos/eliza#2687 (feat(edriziai): Add Edriziai Startup Mentor AI Assistant)\", \"2026-01-11 01:45:37\"]\n[\"gregslag_lifetime_2026-01-11\", \"gregslag\", \"lifetime\", \"2026-01-11\", \"# gregslag\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implementing translation service functionality and associated documentation.\\n  - PRs: elizaos/eliza#2615 (Feat/translation service)\", \"2026-01-11 01:45:38\"]\n[\"octavio12345300_lifetime_2026-01-11\", \"octavio12345300\", \"lifetime\", \"2026-01-11\", \"# octavio12345300\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 18 total (13 approvals, 5 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or issues recorded in the provided dataset. Activity is limited to code review functions.\", \"2026-01-11 01:45:41\"]\n[\"ccross22_lifetime_2026-01-11\", \"ccross22\", \"lifetime\", \"2026-01-11\", \"# ccross22\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Contributed +1516/-1 lines of code across 12 files via 2 commits.\\n  - PRs: N/A (Work submitted via direct commits; no Pull Requests recorded).\", \"2026-01-11 01:45:47\"]\n[\"ozerbiber_lifetime_2026-01-11\", \"ozerbiber\", \"lifetime\", \"2026-01-11\", \"# ozerbiber\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Introduced a new ad network plugin, comprising code and configuration updates across 12 files.\\n  - PRs: elizaos/eliza#2333 (added ad network plugin)\", \"2026-01-11 01:45:48\"]\n[\"alvarosps_lifetime_2026-01-11\", \"alvarosps\", \"lifetime\", \"2026-01-11\", \"# alvarosps\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Initiated implementation of an archetype selection mechanism involving extensive file modifications across the codebase.\\n  - PRs: elizaos/eliza#2422 (feat: Creating Archetype Selector)\", \"2026-01-11 01:45:49\"]\n[\"gluneau_lifetime_2026-01-11\", \"gluneau\", \"lifetime\", \"2026-01-11\", \"# gluneau\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Submitted a large-scale feature addition to introduce the \\\"hive\\\" plugin, comprising significant file modifications (+77,016 lines).\\n  - PRs: elizaos/eliza#2390 (feat: add new plugin hive)\", \"2026-01-11 01:45:51\"]\n[\"ChainRex_lifetime_2026-01-11\", \"ChainRex\", \"lifetime\", \"2026-01-11\", \"# ChainRex\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **SUI Plugin Integration:** Focused on SUI blockchain functionality, specifically correcting financial data calculations and expanding plugin capabilities.\\n  - PRs: elizaos/eliza#2150 (fix: correct SUI/USD price calculation), elizaos/eliza#2318 (feat(plugin-sui): Add movepump action)\", \"2026-01-11 01:45:57\"]\n[\"yubing744_lifetime_2026-01-11\", \"yubing744\", \"lifetime\", \"2026-01-11\", \"# yubing744\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Introduction of new plugin architecture.\\n  - PRs: elizaos/eliza#2308 (feat: rooch plugin for eliza)\", \"2026-01-11 01:46:00\"]\n[\"eCoxvague_lifetime_2026-01-11\", \"eCoxvague\", \"lifetime\", \"2026-01-11\", \"# eCoxvague\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Testing Infrastructure:** Submitted code to introduce external testing capabilities within the repository.\\n  - PRs: elizaos/eliza#2205 (feat: external test)\", \"2026-01-11 01:46:01\"]\n[\"swfearp_lifetime_2026-01-11\", \"swfearp\", \"lifetime\", \"2026-01-11\", \"# swfearp\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Social Media Integration:** Proposed feature addition for Twitter interaction capabilities.\\n  - PRs: elizaos/eliza#2224 (feat: twitter follow)\", \"2026-01-11 01:46:01\"]\n[\"FiberInEliza_lifetime_2026-01-11\", \"FiberInEliza\", \"lifetime\", \"2026-01-11\", \"# FiberInEliza\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Submitted a substantial addition for CKB Fiber support, modifying over 100 files and adding 6,000+ lines of code in a single open request.\\n  - PRs: elizaos/eliza#2084 (feat: add plugin ckb fiber)\", \"2026-01-11 01:46:11\"]\n[\"okmoontx_lifetime_2026-01-11\", \"okmoontx\", \"lifetime\", \"2026-01-11\", \"# okmoontx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Submitted a new integration for Stakewise, involving significant file additions across configuration and test files.\\n  - PRs: elizaos/eliza#2102 (feat: Add stakewise plugin)\", \"2026-01-11 01:46:12\"]\n[\"Vakurin_lifetime_2026-01-11\", \"Vakurin\", \"lifetime\", \"2026-01-11\", \"# Vakurin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Sui Blockchain Integration:** Initiated support for the Sui ecosystem, specifically implementing asset swapping and transfer capabilities.\\n  - PRs: elizaos/eliza#2140 (feat(plugin-sui): add support for swapping and transferring b...)\", \"2026-01-11 01:46:13\"]\n[\"lukeweb3_lifetime_2026-01-11\", \"lukeweb3\", \"lifetime\", \"2026-01-11\", \"# lukeweb3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Maintenance:** Modified 109 files (+5845/-2977 lines) via 13 commits.\\n  - Focus: Activity identified primarily as bugfix work (85%).\\n  - PRs: Contributions submitted via direct commits; no Pull Request links available.\", \"2026-01-11 01:46:20\"]\n[\"PedroRosalba_lifetime_2026-01-11\", \"PedroRosalba\", \"lifetime\", \"2026-01-11\", \"# PedroRosalba\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Security & Cryptography:** Implemented keypair generation logic specifically for Starknet Trusted Execution Environment (TEE) integration.\\n  - PRs: elizaos/eliza#2034 (starknet-tee for generating keypair (pubKey, privateKey))\", \"2026-01-11 01:46:20\"]\n[\"bayological_lifetime_2026-01-11\", \"bayological\", \"lifetime\", \"2026-01-11\", \"# bayological\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Agent Capabilities:** Implemented external service integration for autonomous ordering functionality.\\n  - PRs: elizaos/eliza#2042 (feat: Proof of Pizza - Agentic Dominos Ordering)\", \"2026-01-11 01:46:28\"]\n[\"EasonC13_lifetime_2026-01-11\", \"EasonC13\", \"lifetime\", \"2026-01-11\", \"# EasonC13\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Implementation:** Initiated discussion regarding specific runtime function usage.\\n  - Issues: elizaos/eliza#3348 (Where to use runtime.processAction?)\", \"2026-01-11 01:46:29\"]\n[\"0xn1c0_lifetime_2026-01-11\", \"0xn1c0\", \"lifetime\", \"2026-01-11\", \"# 0xn1c0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Updates and refactoring for the Conflux plugin implementation.\\n  - PRs: elizaos/eliza#1702 (refactor: Conflux Plugin Updates)\", \"2026-01-11 01:46:31\"]\n[\"ramy4u_lifetime_2026-01-11\", \"ramy4u\", \"lifetime\", \"2026-01-11\", \"# ramy4u\\n\\nNo contribution activity in this time window.\", \"2026-01-11 01:46:36\"]\n[\"venti-frappuccino_lifetime_2026-01-11\", \"venti-frappuccino\", \"lifetime\", \"2026-01-11\", \"# venti-frappuccino\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 8 total (0 approvals, 0 change requests, 8 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Core Infrastructure:** Initiated a large-scale modification to the codebase involving operator logic, affecting over 1,900 files and adding over 100,000 lines of code.\\n  - PRs: elizaos/eliza#1793 (Vf/operators)\", \"2026-01-11 01:46:37\"]\n[\"0xtailf0xtail_lifetime_2026-01-11\", \"0xtailf0xtail\", \"lifetime\", \"2026-01-11\", \"# 0xtailf0xtail\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Updates to project documentation, specifically targeting Japanese language synchronization.\\n  - PRs: elizaos/eliza#1682 (Reflect the latest version of README to Japanese version)\", \"2026-01-11 01:46:41\"]\n[\"kaitoInfra_lifetime_2026-01-11\", \"kaitoInfra\", \"lifetime\", \"2026-01-11\", \"# kaitoInfra\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Search Integrations:** Proposed addition of external search functionality via plugin architecture.\\n  - PRs: elizaos/eliza#1641 (feat: Add twitterapi.io search plugin)\", \"2026-01-11 01:46:44\"]\n[\"x50996_lifetime_2026-01-11\", \"x50996\", \"lifetime\", \"2026-01-11\", \"# x50996\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **API Integrations:** Implemented plugin support for the Vly Money API, introducing 3,848 lines of code and configuration.\\n  - PRs: elizaos/eliza#1488 (feat: Add plugin support for Vly Money API)\", \"2026-01-11 01:46:48\"]\n[\"tiero_lifetime_2026-01-11\", \"tiero\", \"lifetime\", \"2026-01-11\", \"# tiero\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Implemented a Bitcoin plugin featuring Taproot and Ark support. This single contribution involved significant code changes (+5699/-4072 lines) across 38 files, including associated tests and configuration updates.\\n  - PRs: elizaos/eliza#1553 (feat: add Bitcoin plugin with Taproot and Ark)\", \"2026-01-11 01:46:49\"]\n[\"karelvuong_lifetime_2026-01-11\", \"karelvuong\", \"lifetime\", \"2026-01-11\", \"# karelvuong\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** N/A\\n\\n## Contribution Domains\\n- **Plugin Integration:** Submitted a new plugin feature involving significant file volume changes.\\n  - PRs: elizaos/eliza#1247 (feat: Add Treasure Plugin)\", \"2026-01-11 01:46:49\"]\n[\"BlockchainCake_lifetime_2026-01-11\", \"BlockchainCake\", \"lifetime\", \"2026-01-11\", \"# BlockchainCake\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Submitted a feature implementation for an EVM Client to handle blockchain event monitoring, involving changes to 40 files and over 2,000 lines of code and configuration.\\n  - PRs: elizaos/eliza#1212 (feat: Add EVM Client for blockchain event monitoring)\", \"2026-01-11 01:46:52\"]\n[\"djdabs_lifetime_2026-01-11\", \"djdabs\", \"lifetime\", \"2026-01-11\", \"# djdabs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Social Wallet Integration:** Proposed a new plugin implementation for social wallets, involving significant additions to code and configuration files (+2964/-1540 lines).\\n  - PRs: elizaos/eliza#1020 (feat: add plugin social wallets)\", \"2026-01-11 01:46:58\"]\n[\"Doge-is-Dope_lifetime_2026-01-11\", \"Doge-is-Dope\", \"lifetime\", \"2026-01-11\", \"# Doge-is-Dope\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected formatting syntax within plugin documentation files.\\n  - PRs: elizaos/eliza#3649 (docs: Fix plugins.md formatting)\", \"2026-01-11 01:46:58\"]\n[\"hkhangus_lifetime_2026-01-11\", \"hkhangus\", \"lifetime\", \"2026-01-11\", \"# hkhangus\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 17 hours\\n\\n## Contribution Domains\\n**Configuration & Path Management:** Adjusted directory settings for character knowledge components.\\n- PRs: elizaos/eliza#3678 (fix: character knowledge add directory)\", \"2026-01-11 01:47:00\"]\n[\"cryptokatze_lifetime_2026-01-11\", \"cryptokatze\", \"lifetime\", \"2026-01-11\", \"# cryptokatze\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to localization files\\n  - PRs: elizaos/eliza#3670 (docs: Update README_KOR.md)\", \"2026-01-11 01:47:01\"]\n[\"khiemsoft_lifetime_2026-01-11\", \"khiemsoft\", \"lifetime\", \"2026-01-11\", \"# khiemsoft\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Focused on adding Viction support to the Eliza framework, including environment configuration updates and the initial plugin implementation.\\n  - PRs: elizaos/eliza#3586 (feat: add plugin viction), elizaos/eliza#3701 (feat: submit update env for plugin viction)\", \"2026-01-11 01:47:04\"]\n[\"MOSSV2_lifetime_2026-01-11\", \"MOSSV2\", \"lifetime\", \"2026-01-11\", \"# MOSSV2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Memory Infrastructure:** Proposed additions to memory management capabilities within the Eliza framework, specifically introducing a \\\"membase\\\" component.\\n  - PRs: elizaos/eliza#3720 (add memory management), elizaos/eliza#3730 (feat: add membase in memory management)\", \"2026-01-11 01:47:09\"]\n[\"Tony363_lifetime_2026-01-11\", \"Tony363\", \"lifetime\", \"2026-01-11\", \"# Tony363\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Request Handling & Configuration:** Submitted code and configuration changes to enable request functionality within the Eliza framework.\\n  - PRs: elizaos/eliza#3733 (finally got it to make the request)\", \"2026-01-11 01:47:10\"]\n[\"SITADRITA1_lifetime_2026-01-11\", \"SITADRITA1\", \"lifetime\", \"2026-01-11\", \"# SITADRITA1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **Documentation:** Focused on grammatical corrections, consistency improvements, and formatting fixes within the Eliza framework.\\n  - PRs: elizaos/eliza#3748 (docs: Fix grammatical and consistency improvements), elizaos/eliza#3705 (Documentation and Code Corrections: Grammar, Typo, and Format)\", \"2026-01-11 01:47:12\"]\n[\"X4ndar_lifetime_2026-01-11\", \"X4ndar\", \"lifetime\", \"2026-01-11\", \"# X4ndar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Stability & Configuration:** Submitted changes targeting codebase stability and configuration adjustments involving code and config file modifications.\\n  - PRs: elizaos/eliza#3666 (Stable)\", \"2026-01-11 01:47:13\"]\n[\"thanghd98_lifetime_2026-01-11\", \"thanghd98\", \"lifetime\", \"2026-01-11\", \"# thanghd98\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nActivity consists entirely of direct commits rather than Pull Requests.\\n- **Code Maintenance & Fixes:**\\n  - Committed 5 times across various repositories, modifying 21 files (+1266/-14 lines).\\n  - Work distribution identified as 60% other tasks and 40% bugfix work.\", \"2026-01-11 01:47:17\"]\n[\"fforbeck_lifetime_2026-01-11\", \"fforbeck\", \"lifetime\", \"2026-01-11\", \"# fforbeck\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented a new plugin for Storacha integration involving code and configuration changes across 14 files.\\n  - PRs: elizaos/eliza#3657 (feat/storacha plugin)\", \"2026-01-11 01:47:20\"]\n[\"christopherpile_lifetime_2026-01-11\", \"christopherpile\", \"lifetime\", \"2026-01-11\", \"# christopherpile\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Framework:** Opened a pull request titled \\\"Cp agent\\\" involving extensive file modifications (7007 files) classified as documentation updates.\\n  - PRs: elizaos/eliza#3650 (Cp agent)\", \"2026-01-11 01:47:26\"]\n[\"corymaklin_lifetime_2026-01-11\", \"corymaklin\", \"lifetime\", \"2026-01-11\", \"# corymaklin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Development of external integration capabilities, specifically involving configuration and code updates for the Hyperlane GOAT plugin.\\n  - PRs: elizaos/eliza#3646 (Hyperlane GOAT Plugin)\", \"2026-01-11 01:47:28\"]\n[\"think-in-universe_lifetime_2026-01-11\", \"think-in-universe\", \"lifetime\", \"2026-01-11\", \"# think-in-universe\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 175 hours\\n\\n## Contribution Domains\\n- **NEAR AI Integration:** Implemented the NEAR AI model provider and refined its capabilities, specifically focusing on image generation and structured object creation.\\n  - PRs: elizaos/eliza#3275 (feat: add NEAR AI model provider), elizaos/eliza#3881 (fix: NEAR AI image generation), elizaos/eliza#3644 (fix: generate structured objects and images with NEAR AI)\", \"2026-01-11 01:47:29\"]\n[\"Luks3110_lifetime_2026-01-11\", \"Luks3110\", \"lifetime\", \"2026-01-11\", \"# Luks3110\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 39 hours\\n\\n## Contribution Domains\\n- **Core Type Definitions:** Identified and resolved missing type aliases within the core package structure.\\n  - PRs: elizaos/eliza#3640 (fix: Add database adapter and plugin adapter types to core types)\", \"2026-01-11 01:47:37\"]\n[\"Deeptanshu-sankhwar_lifetime_2026-01-11\", \"Deeptanshu-sankhwar\", \"lifetime\", \"2026-01-11\", \"# Deeptanshu-sankhwar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Refactored text splitting logic to remove LangChain dependency.\\n  - PRs: elizaos/eliza#3642 (chore: remove langchain dependency for text splitting)\\n- **Feature Development:** Initiated work on a Twitter client integration.\\n  - PRs: elizaos/eliza#4409 (Twitter client)\", \"2026-01-11 01:47:37\"]\n[\"jgabriele321_lifetime_2026-01-11\", \"jgabriele321\", \"lifetime\", \"2026-01-11\", \"# jgabriele321\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Voice Integration Features:** Proposed additions for \\\"Toby voice\\\" functionality within chat and action contexts. Work involves substantial file modifications (over 2,000 files touched), primarily in configuration and test files.\\n  - PRs: elizaos/eliza#3638 (Feat/add toby voice to action), elizaos/eliza#3635 (Feat/add toby voice to join group chat), elizaos/eliza#3634 (Feat/toby_Voices_added_to_Action)\", \"2026-01-11 01:47:43\"]\n[\"altcoinalpinist_lifetime_2026-01-11\", \"altcoinalpinist\", \"lifetime\", \"2026-01-11\", \"# altcoinalpinist\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated project documentation to distinguish between specific startup commands.\\n  - PRs: elizaos/eliza#3453 (docs: Update readme to clarify difference between eliza-start...)\", \"2026-01-11 01:47:46\"]\n[\"reallesee_lifetime_2026-01-11\", \"reallesee\", \"lifetime\", \"2026-01-11\", \"# reallesee\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Infrastructure & CI:** Updates to GitHub Actions workflow dependencies.\\n  - PRs: elizaos/eliza#5412 (update GitHub Actions upload-artifact to v4)\\n- **Code Quality & Documentation:** Minor syntax corrections and typo fixes across source files.\\n  - PRs: elizaos/eliza#5433 (fix textual inconsistencies), elizaos/eliza#5516 (fix typo in prompts.ts), elizaos/eliza#5632 (fix typo in plugin.ts)\", \"2026-01-11 01:47:49\"]\n[\"ECWireless_lifetime_2026-01-11\", \"ECWireless\", \"lifetime\", \"2026-01-11\", \"# ECWireless\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Recorded 21 commits modifying 2357 files (+256476/-17711 lines) involving various file types.\\n  - Activity was conducted via direct commits; no Pull Requests or Issues were linked to this work.\", \"2026-01-11 01:47:56\"]\n[\"nimrod-teich_lifetime_2026-01-11\", \"nimrod-teich\", \"lifetime\", \"2026-01-11\", \"# nimrod-teich\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 349 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Updated default RPC endpoint settings for the NEAR protocol integration.\\n  - PRs: elizaos/eliza#3323 (feat: configuration: Set Lava as the default RPC URL for NEAR...)\", \"2026-01-11 01:47:58\"]\n[\"Pronoss_lifetime_2026-01-11\", \"Pronoss\", \"lifetime\", \"2026-01-11\", \"# Pronoss\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 182 hours\\n\\n## Contribution Domains\\n- **Documentation & Code Quality:** Focused on correcting typographical errors in documentation and source files.\\n  - PRs: elizaos/eliza#4563 (docs: Fix typos in faq-and-support.md), elizaos/eliza#3366 (fix(typos): Correct misspelled words in multiple files across codebase)\", \"2026-01-11 01:47:59\"]\n[\"Jovian-Dsouza_lifetime_2026-01-11\", \"Jovian-Dsouza\", \"lifetime\", \"2026-01-11\", \"# Jovian-Dsouza\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Web3 Integrations:** Introduced new plugin architecture for Okto integration, contributing the majority of code changes (+3011 lines).\\n  - PRs: elizaos/eliza#3225 (feat(okto): Add Okto plugin for Web3 integration)\\n- **Twitter Client Maintenance:** Addressed formatting inconsistencies regarding placeholder mismatches and image descriptions.\\n  - PRs: elizaos/eliza#3354 (Fix Placeholder Mismatch & Image Description Format in Twitte...)\", \"2026-01-11 01:48:01\"]\n[\"Duonget123_lifetime_2026-01-11\", \"Duonget123\", \"lifetime\", \"2026-01-11\", \"# Duonget123\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Proposed updates to repository documentation.\\n  - PRs: elizaos/eliza#3195 (Update README.md)\", \"2026-01-11 01:48:09\"]\n[\"chrispile-rgax_lifetime_2026-01-11\", \"chrispile-rgax\", \"lifetime\", \"2026-01-11\", \"# chrispile-rgax\\n\\nNo contribution activity in this time window.\", \"2026-01-11 01:48:11\"]\n[\"Nabeel-javaid_lifetime_2026-01-11\", \"Nabeel-javaid\", \"lifetime\", \"2026-01-11\", \"# Nabeel-javaid\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Social Media Integration:** Proposed implementation for self-tweet reply functionality involving code and configuration adjustments.\\n  - PRs: elizaos/eliza#2949 (self tweet reply added)\", \"2026-01-11 01:48:12\"]\n[\"ayyubibrahimi_lifetime_2026-01-11\", \"ayyubibrahimi\", \"lifetime\", \"2026-01-11\", \"# ayyubibrahimi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Framework Extensions:** Implementation of new plugin architectures and agent capabilities.\\n  - PRs: elizaos/eliza#3395 (feat: shopify plugin), elizaos/eliza#3152 (ai-add-initial-listing-gen-agent)\\n- **Client Configuration:** Updates to system prompts and client messaging configurations.\\n  - PRs: elizaos/eliza#3401 (Ai/edit twitter client system message)\", \"2026-01-11 01:48:13\"]\n[\"Tarnadas_lifetime_2026-01-11\", \"Tarnadas\", \"lifetime\", \"2026-01-11\", \"# Tarnadas\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented Orderly Network plugin involving significant code addition (+4545 lines) across configuration and source files.\\n  - PRs: elizaos/eliza#2925 (feat(new-plugin): orderly network plugin)\", \"2026-01-11 01:48:19\"]\n[\"marvinmarnold_lifetime_2026-01-11\", \"marvinmarnold\", \"lifetime\", \"2026-01-11\", \"# marvinmarnold\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nActivity consists entirely of direct commits (19 total) rather than Pull Requests.\\n- **General Maintenance:** Represents 63% of recorded activity.\\n  - Impact: Modifications applied directly to codebase without associated PR artifacts.\\n- **Feature Development:** Represents 37% of recorded activity.\\n  - Impact: Contributed to code changes affecting 172 files total, resulting in a net reduction of lines (+6297/-8779).\", \"2026-01-11 01:48:21\"]\n[\"docxology_lifetime_2026-01-11\", \"docxology\", \"lifetime\", \"2026-01-11\", \"# docxology\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** N/A\\n\\n## Contribution Domains\\n- **AI Module Development:** Proposed the integration of an Active Inference module, involving significant code additions (+4477 lines) across 47 files.\\n  - PRs: elizaos/eliza#2625 (feat: Adding Active Inference module to ElizaOS)\", \"2026-01-11 01:48:24\"]\n[\"dxganta_lifetime_2026-01-11\", \"dxganta\", \"lifetime\", \"2026-01-11\", \"# dxganta\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n**EVM Plugin Development:**\\nFocused on extending swap functionality within the EVM plugin, specifically introducing Paraswap API integration.\\n- PRs: elizaos/eliza#2820 (feat(new-action): paraswap api based swap action for evm plugin)\\n\\n**Issue Reporting:**\\nIdentified and documented runtime errors in existing EVM swap handlers.\\n- Issues: elizaos/eliza#2661 (Plugin-EVM: Error in swap handler)\", \"2026-01-11 01:48:27\"]\n[\"lidashu_lifetime_2026-01-11\", \"lidashu\", \"lifetime\", \"2026-01-11\", \"# lidashu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Submitted a new plugin integration involving significant codebase additions (+112,114 lines across 1,141 files).\\n  - PRs: elizaos/eliza#2897 (feat: new plugin - trustgo plugin)\", \"2026-01-11 01:48:27\"]\n[\"ryptotalent_lifetime_2026-01-11\", \"ryptotalent\", \"lifetime\", \"2026-01-11\", \"# ryptotalent\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 850 hours\\n\\n## Contribution Domains\\n- **Build Configuration:** Implemented optimizations for the Turbo build system within the project configuration.\\n  - PRs: elizaos/eliza#2503 (chore: turbo optimizations)\", \"2026-01-11 01:48:31\"]\n[\"elpiarthera_lifetime_2026-01-11\", \"elpiarthera\", \"lifetime\", \"2026-01-11\", \"elpiarthera focused exclusively on feature expansion within the `elizaos/eliza` repository during January 2025. They implemented the Arthera Chain plugin, introducing significant codebase additions in a single merged pull request that spanned code, configuration, and testing files.\\n\\n# elpiarthera\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 66 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented the Arthera Chain plugin, adding support for the new chain.\\n  - PRs: elizaos/eliza#1818 (feat: new plugin Arthera Chain)\", \"2026-01-11 01:48:37\"]\n[\"cryptokoh_lifetime_2026-01-11\", \"cryptokoh\", \"lifetime\", \"2026-01-11\", \"# cryptokoh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:** Participation limited to a single review comment.\\n  - No authored pull requests or specific repository targets were listed in the provided dataset.\", \"2026-01-11 01:48:43\"]\n[\"kroist_lifetime_2026-01-11\", \"kroist\", \"lifetime\", \"2026-01-11\", \"# kroist\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implementation of image description capabilities using Anthropic, involving modifications to 613 files.\\n  - PRs: elizaos/eliza#1436 (feat: Add anthropic image description)\", \"2026-01-11 01:48:46\"]\n[\"misska1_lifetime_2026-01-11\", \"misska1\", \"lifetime\", \"2026-01-11\", \"# misska1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Fixes:** Executed minor code modifications (+10/-7 lines) across 2 files.\\n  - *Note: Activity consists of 1 commit without associated Pull Request metadata.*\", \"2026-01-11 01:48:48\"]\n[\"calintje_lifetime_2026-01-11\", \"calintje\", \"lifetime\", \"2026-01-11\", \"# calintje\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 361 hours\\n\\n## Contribution Domains\\n- **Solana Ecosystem Integration:** Implemented Solana web3.js V2 support and automated Liquidity Provisioning (LP) strategies for Orca within the Eliza framework.\\n  - PRs: elizaos/eliza#2136 (feat: plugin Solana web3.js V2 & automated LPing on Orca), elizaos/eliza#1351 (feat: Add send transaction logic)\", \"2026-01-11 01:48:50\"]\n[\"dcb9_lifetime_2026-01-11\", \"dcb9\", \"lifetime\", \"2026-01-11\", \"# dcb9\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:** Participated in the review process via commenting.\\n  - No authored pull requests or specific code changes recorded in the provided dataset.\", \"2026-01-11 01:48:51\"]\n[\"aiden-cao_lifetime_2026-01-11\", \"aiden-cao\", \"lifetime\", \"2026-01-11\", \"# aiden-cao\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Data Handling:** Reported behavior regarding JSON null value conversion.\\n  - Issues: elizaos/eliza#3886 (Conversion of JSON null values)\", \"2026-01-11 01:48:57\"]\n[\"lstokenomiapro_lifetime_2026-01-11\", \"lstokenomiapro\", \"lifetime\", \"2026-01-11\", \"# lstokenomiapro\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Service Configuration:** Reporting of runtime errors related to service availability.\\n  - Issues: elizaos/eliza#3802 (Service text_generation not found)\", \"2026-01-11 01:48:58\"]\n[\"small-talk_lifetime_2026-01-11\", \"small-talk\", \"lifetime\", \"2026-01-11\", \"# small-talk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified environment setup and runtime configuration obstacles within the Eliza framework.\\n  - Issues: elizaos/eliza#3882 (Reported build failures during pnpm install), elizaos/eliza#3949 (Documented Twitter client initialization failure with Agent)\", \"2026-01-11 01:49:00\"]\n[\"mohsinn3_lifetime_2026-01-11\", \"mohsinn3\", \"lifetime\", \"2026-01-11\", \"# mohsinn3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and documented unexpected behavior in agent response mechanisms.\\n  - Issues: elizaos/eliza#3693 (Twitter Agent won't post / respond as it should)\", \"2026-01-11 01:49:02\"]\n[\"espoir1989_lifetime_2026-01-11\", \"espoir1989\", \"lifetime\", \"2026-01-11\", \"# espoir1989\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented observed behavior regarding automated interactions.\\n  - Issues: elizaos/eliza#2181 (The two Twitters, which also used eliza, had endless conversa...)\", \"2026-01-11 01:49:04\"]\n[\"yqj2k_lifetime_2026-01-11\", \"yqj2k\", \"lifetime\", \"2026-01-11\", \"# yqj2k\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified potential improvements for image attachment handling within tweet generation workflows.\\n  - Issues: elizaos/eliza#1557 (Eliza X Posting GENERATE_IMAGE in her tweets, should attach i...)\", \"2026-01-11 01:49:11\"]\n[\"soyrubio_lifetime_2026-01-11\", \"soyrubio\", \"lifetime\", \"2026-01-11\", \"# soyrubio\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Eliza Framework Configuration:** Focused on prompt handling logic and database adapter compatibility.\\n  - PRs: elizaos/eliza#5148 (fix: remove evaluators from messageHandler prompt)\\n  - Issues: elizaos/eliza#3797 (documented failure when enabling default RAG with Postgres adapter)\", \"2026-01-11 01:49:12\"]\n[\"Finyu_lifetime_2026-01-11\", \"Finyu\", \"lifetime\", \"2026-01-11\", \"# Finyu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Support:** Opened inquiry regarding plugin usage tutorial optimization.\\n  - Issues: elizaos/eliza#3794 (Please help me and optimize the plugin usage tutorial)\", \"2026-01-11 01:49:12\"]\n[\"karasbuilder_lifetime_2026-01-11\", \"karasbuilder\", \"lifetime\", \"2026-01-11\", \"# karasbuilder\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Documentation:** Identified updates required for environment variable templates.\\n  - Issues: elizaos/eliza#3795 (Update GAIA_API_KEY in example .env)\", \"2026-01-11 01:49:15\"]\n[\"Ulysseus_lifetime_2026-01-11\", \"Ulysseus\", \"lifetime\", \"2026-01-11\", \"# Ulysseus\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified provider support errors within the agent configuration.\\n  - Issues: elizaos/eliza#3783 (agent won't post to Twitter, Unsupported provider: venice)\", \"2026-01-11 01:49:17\"]\n[\"0xBondSUI_lifetime_2026-01-11\", \"0xBondSUI\", \"lifetime\", \"2026-01-11\", \"# 0xBondSUI\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Sui Blockchain Integration:** Developed features for the `plugin-sui` module, specifically targeting liquidity pool management and token swapping functionality.\\n  - PRs: elizaos/eliza#3777 (feat: support create pool, open position with liquidity and a...)\", \"2026-01-11 01:49:22\"]\n[\"notorious-d-e-v_lifetime_2026-01-11\", \"notorious-d-e-v\", \"lifetime\", \"2026-01-11\", \"# notorious-d-e-v\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 109 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Maintenance of documentation consistency and registry configuration files\\n  - PRs: elizaos/eliza#3764 (remove duplicate documentation in plugins.md), elizaos-plugins/registry#172 (Update index.json)\", \"2026-01-11 01:49:26\"]\n[\"JJOptimist_lifetime_2026-01-11\", \"JJOptimist\", \"lifetime\", \"2026-01-11\", \"# JJOptimist\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors regarding client initialization failures.\\n  - Issues: elizaos/eliza#3758 (Telegram client not working, no initialization message or errors)\", \"2026-01-11 01:49:27\"]\n[\"Adz30_lifetime_2026-01-11\", \"Adz30\", \"lifetime\", \"2026-01-11\", \"# Adz30\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented potential errors regarding wallet functionality.\\n  - Issues: elizaos/eliza#3689 (wallet issues)\", \"2026-01-11 01:49:28\"]\n[\"quanghuynguyen1902_lifetime_2026-01-11\", \"quanghuynguyen1902\", \"lifetime\", \"2026-01-11\", \"# quanghuynguyen1902\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Opened a request regarding the addition of an EVM plugin.\\n  - Issues: elizaos/eliza#3723 (Add plugin-evm)\", \"2026-01-11 01:49:31\"]\n[\"tomicvladan_lifetime_2026-01-11\", \"tomicvladan\", \"lifetime\", \"2026-01-11\", \"# tomicvladan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented behavior regarding media handling in integration workflows.\\n  - Issues: elizaos/eliza#3685 (Twitter media is being ignored when discord approvals is enabled)\", \"2026-01-11 01:49:36\"]\n[\"avdheshcharjan_lifetime_2026-01-11\", \"avdheshcharjan\", \"lifetime\", \"2026-01-11\", \"# avdheshcharjan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Configuration:** Reported issues regarding Docker environment configuration and cache storage validity.\\n  - Issues: elizaos/eliza#3661 (Docker file issue: Invalid cachestore)\", \"2026-01-11 01:49:41\"]\n[\"thopatevijay_lifetime_2026-01-11\", \"thopatevijay\", \"lifetime\", \"2026-01-11\", \"# thopatevijay\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported functional discrepancies regarding agent responses relative to provided knowledge configurations.\\n  - Issues: elizaos/eliza#3628 (agent isn't responding based on the provided knowledge)\", \"2026-01-11 01:49:42\"]\n[\"0xJACKSON-dev_lifetime_2026-01-11\", \"0xJACKSON-dev\", \"lifetime\", \"2026-01-11\", \"# 0xJACKSON-dev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Initiated discussion regarding external API integration.\\n  - Issues: elizaos/eliza#3683 (Utilize ChatGPT assistant API keys)\", \"2026-01-11 01:49:42\"]\n[\"lokendrasurya_lifetime_2026-01-11\", \"lokendrasurya\", \"lifetime\", \"2026-01-11\", \"# lokendrasurya\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Usage Inquiries:** Initiated discussion regarding web service implementation.\\n  - Issues: elizaos/eliza#3626 (WebService usage help)\", \"2026-01-11 01:49:46\"]\n[\"0xcodercrane_lifetime_2026-01-11\", \"0xcodercrane\", \"lifetime\", \"2026-01-11\", \"# 0xcodercrane\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Submitted reports regarding UI rendering logic and environment configuration.\\n  - Issues: elizaos/eliza#3596 (Key error of map in Skeleton Item of the AppSidebar), elizaos/eliza#3571 (Getting errors while install node module)\", \"2026-01-11 01:49:49\"]\n[\"henrikaxelsen_lifetime_2026-01-11\", \"henrikaxelsen\", \"lifetime\", \"2026-01-11\", \"# henrikaxelsen\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented connectivity errors between frontend and backend systems.\\n  - Issues: elizaos/eliza#3578 (Repeated issue connecting front end and back end)\", \"2026-01-11 01:49:53\"]\n[\"kent-neo_lifetime_2026-01-11\", \"kent-neo\", \"lifetime\", \"2026-01-11\", \"# kent-neo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Documented specific behaviors regarding Twitter interaction logic.\\n  - Issues: elizaos/eliza#3588 (Issue with Controlling Reply Length and Single Tweet Format), elizaos/eliza#3587 (Issue with Automatic Reply to Twitter Thread Tweets)\", \"2026-01-11 01:49:54\"]\n[\"mioku50_lifetime_2026-01-11\", \"mioku50\", \"lifetime\", \"2026-01-11\", \"# mioku50\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Troubleshooting:** Identified failure in file upload mechanisms for the 0G plugin.\\n  - Issues: elizaos/eliza#3576 (No work upload files 0G plugin)\", \"2026-01-11 01:49:58\"]\n[\"bguiz_lifetime_2026-01-11\", \"bguiz\", \"lifetime\", \"2026-01-11\", \"# bguiz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Client Configuration:** Implemented environment variable support for configuring the Eliza server base URL within the client application.\\n  - PRs: elizaos/eliza#3589 (feat: allow eliza client to configure eliza server base URL)\", \"2026-01-11 01:50:00\"]\n[\"faeeq_lifetime_2026-01-11\", \"faeeq\", \"lifetime\", \"2026-01-11\", \"# faeeq\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Security Reporting:** Opened an issue regarding a potential vulnerability.\\n  - Issues: elizaos/eliza#3563 (Vulnerability related to defaiza)\", \"2026-01-11 01:50:04\"]\n[\"0xCryptoZen_lifetime_2026-01-11\", \"0xCryptoZen\", \"lifetime\", \"2026-01-11\", \"# 0xCryptoZen\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration:** Reported behavior regarding server port environment variables and connection logic.\\n  - Issues: elizaos/eliza#3569 (Always connecting when set SERVER_PORT=3000 in .env)\", \"2026-01-11 01:50:08\"]\n[\"KristofferGW_lifetime_2026-01-11\", \"KristofferGW\", \"lifetime\", \"2026-01-11\", \"# KristofferGW\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Infrastructure:** Reported runtime errors during build processes.\\n  - Issues: elizaos/eliza#3556 (ERROR run failed: command exited (137) during build)\", \"2026-01-11 01:50:10\"]\n[\"amirmabhout_lifetime_2026-01-11\", \"amirmabhout\", \"lifetime\", \"2026-01-11\", \"# amirmabhout\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Telegram Client Integration:** Proposed modifications to message management logic and identified middleware routing issues affecting command execution.\\n  - PRs: elizaos/eliza#2012 (Update Task in messageManager.ts)\\n  - Issues: elizaos-plugins/plugin-telegram#13 (Fix: /start command not reaching runtime due to middleware)\\n\\n- **Documentation & Configuration:** Reported discrepancies in client setup instructions for Twitter integration.\\n  - Issues: elizaos/eliza#3562 (Misleading and diverging instructions in client-twitter)\", \"2026-01-11 01:50:12\"]\n[\"cpereiramt_lifetime_2026-01-11\", \"cpereiramt\", \"lifetime\", \"2026-01-11\", \"# cpereiramt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Initiated the development of a Notion plugin, including initial configuration, documentation, and source code implementation (+360 lines).\\n  - PRs: elizaos/eliza#3548 (Feat: Initial configuration of notion plugin)\", \"2026-01-11 01:50:13\"]\n[\"andyvalerio_lifetime_2026-01-11\", \"andyvalerio\", \"lifetime\", \"2026-01-11\", \"# andyvalerio\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **SDK Configuration:** Identified and reported import path errors within the TypeScript SDK environment.\\n  - Issues: elizaos/eliza#3527 (advanced-sdk-ts wrong import)\", \"2026-01-11 01:50:16\"]\n[\"kon-rad_lifetime_2026-01-11\", \"kon-rad\", \"lifetime\", \"2026-01-11\", \"# kon-rad\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Documented client-side rendering failures.\\n  - Issues: elizaos/eliza#3513 (Client shows blank page and errors)\", \"2026-01-11 01:50:20\"]\n[\"jeasonzhang-eth_lifetime_2026-01-11\", \"jeasonzhang-eth\", \"lifetime\", \"2026-01-11\", \"# jeasonzhang-eth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Submitted a request for blockchain integration.\\n  - Issues: elizaos/eliza#3473 (Let's bring exSAT blockchain to eliza)\", \"2026-01-11 01:50:20\"]\n[\"kastentx_lifetime_2026-01-11\", \"kastentx\", \"lifetime\", \"2026-01-11\", \"# kastentx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Environment:** Reported build configuration issues specific to macOS environments.\\n  - Issues: elizaos/eliza#3469 (pnpm build failure on macOS 15.3)\", \"2026-01-11 01:50:22\"]\n[\"lggg123_lifetime_2026-01-11\", \"lggg123\", \"lifetime\", \"2026-01-11\", \"# lggg123\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Proposed additions for DeFi analysis and agent capabilities within the Eliza framework.\\n  - PRs: elizaos/eliza#3468 (Add DeFi Token Analysis Plugin), elizaos/eliza#3536 (Feat/sui agent hackathong)\\n- **Maintenance & Configuration:** Addressed import path configurations for Solana development tools.\\n  - PRs: elizaos/eliza#3187 (fix: update @solana-developers/helpers ESM imports for anchor)\", \"2026-01-11 01:50:23\"]\n[\"spencerf2_lifetime_2026-01-11\", \"spencerf2\", \"lifetime\", \"2026-01-11\", \"# spencerf2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Client Functionality:** Documented enhancement requests regarding client behavior.\\n  - Issues: elizaos/eliza#3444 (Enhancement: Improve TwitterPostClient dry run functionality)\", \"2026-01-11 01:50:29\"]\n[\"GDA63_lifetime_2026-01-11\", \"GDA63\", \"lifetime\", \"2026-01-11\", \"# GDA63\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Environment & Dependencies:** Documented errors related to module resolution and database initialization.\\n  - Issues: elizaos/eliza#3464 (client starts but with sqlite-vec errors), elizaos/eliza#3418 (Cannot find module '@anush008/tokenizers-linux-arm64-gnu')\", \"2026-01-11 01:50:31\"]\n[\"shi11_lifetime_2026-01-11\", \"shi11\", \"lifetime\", \"2026-01-11\", \"# shi11\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Onboarding:** Identified potential user confusion regarding repository distinctions during the quick start process.\\n  - Issues: elizaos/eliza#3387 (Quick start confusion because eliza-starter is a different re...)\", \"2026-01-11 01:50:34\"]\n[\"justinschreiner_lifetime_2026-01-11\", \"justinschreiner\", \"lifetime\", \"2026-01-11\", \"# justinschreiner\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identification of functional regressions regarding external platform integrations.\\n  - Issues: elizaos/eliza#3384 (Twitter Actions not Processing)\", \"2026-01-11 01:50:38\"]\n[\"daniel-trevino_lifetime_2026-01-11\", \"daniel-trevino\", \"lifetime\", \"2026-01-11\", \"# daniel-trevino\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Package & Plugin Management:** Updates to registry configuration and plugin loading mechanisms within the Eliza framework.\\n  - PRs: elizaos/eliza#3609 (fix: installing packages from new registry), elizaos/eliza#3890 (fix: load character plugins from remote url)\\n- **Core Runtime & API:** Modifications to agent initialization logic and dependency optimization.\\n  - PRs: elizaos/eliza#3618 (fix: set agent from api), elizaos/eliza#3566 (feat: rm uuid and use native node crypto)\", \"2026-01-11 01:50:39\"]\n[\"Mouradif_lifetime_2026-01-11\", \"Mouradif\", \"lifetime\", \"2026-01-11\", \"# Mouradif\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Submitted proposal regarding CLI architecture and plugin management.\\n  - Issues: elizaos/eliza#3356 (Make an Eliza CLI where plugins are opt-in only)\", \"2026-01-11 01:50:41\"]\n[\"InAMooD_lifetime_2026-01-11\", \"InAMooD\", \"lifetime\", \"2026-01-11\", \"# InAMooD\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Model Configuration:** Opened an issue regarding the default download behavior for the Hermes llama model.\\n  - Issues: elizaos/eliza#3319 (Default Download of Hermes llama model)\", \"2026-01-11 01:50:47\"]\n[\"ImHangLi_lifetime_2026-01-11\", \"ImHangLi\", \"lifetime\", \"2026-01-11\", \"# ImHangLi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Proposed integration of formal verification tools.\\n  - Issues: elizaos/eliza#3352 (Add Lean 4 Theorem Prover plugin)\", \"2026-01-11 01:50:49\"]\n[\"cobecheng_lifetime_2026-01-11\", \"cobecheng\", \"lifetime\", \"2026-01-11\", \"# cobecheng\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identified automated response formatting errors within the Eliza framework.\\n  - Issues: elizaos/eliza#3252 (Reported bot posting raw format instructions instead of processing query).\", \"2026-01-11 01:50:52\"]\n[\"kevinghim_lifetime_2026-01-11\", \"kevinghim\", \"lifetime\", \"2026-01-11\", \"# kevinghim\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Identification of functional gaps in Discord integration.\\n  - Issues: elizaos/eliza#3282 (Speech to text in Discord)\", \"2026-01-11 01:50:53\"]\n[\"RectiFlex_lifetime_2026-01-11\", \"RectiFlex\", \"lifetime\", \"2026-01-11\", \"# RectiFlex\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Deployment Infrastructure:** Documented build environment failures on specific hosting platforms.\\n  - Issues: elizaos/eliza#3212 (Build errors when trying to deploy on render.com)\", \"2026-01-11 01:50:56\"]\n[\"tarinip26_lifetime_2026-01-11\", \"tarinip26\", \"lifetime\", \"2026-01-11\", \"# tarinip26\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented connectivity failure in production environment.\\n  - Issues: elizaos/eliza#3162 (not connecting to eliza after going live)\", \"2026-01-11 01:50:59\"]\n[\"keyur555_lifetime_2026-01-11\", \"keyur555\", \"lifetime\", \"2026-01-11\", \"# keyur555\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Configuration:** Reported package path export errors occurring within NestJs environments.\\n  - Issues: elizaos/eliza#3191 (Runtime import error: ERR_PACKAGE_PATH_NOT_EXPORTED in NestJs)\", \"2026-01-11 01:51:02\"]\n[\"SnoochiMink_lifetime_2026-01-11\", \"SnoochiMink\", \"lifetime\", \"2026-01-11\", \"# SnoochiMink\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported execution errors related to package manager startup commands.\\n  - Issues: elizaos/eliza#3151 (After running Pnpm start)\", \"2026-01-11 01:51:06\"]\n[\"matteo-brandolino_lifetime_2026-01-11\", \"matteo-brandolino\", \"lifetime\", \"2026-01-11\", \"# matteo-brandolino\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 1387 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration:** Registered external integrations within the plugin registry.\\n  - PRs: elizaos-plugins/registry#235 (Add @pyboom/plugin-moralis-v2 to registry)\\n- **Bug Reporting:** Documented import resolution errors within the CLI environment.\\n  - Issues: elizaos/eliza#6031 (Imports not found in index.ts with Eliza CLI 1.61)\", \"2026-01-11 01:51:06\"]\n[\"tdeleanu_lifetime_2026-01-11\", \"tdeleanu\", \"lifetime\", \"2026-01-11\", \"# tdeleanu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented environment configuration errors regarding module resolution.\\n  - Issues: elizaos/eliza#3108 (Cannot find module '@elizaos/core' or its corresponding type)\", \"2026-01-11 01:51:07\"]\n[\"guotie_lifetime_2026-01-11\", \"guotie\", \"lifetime\", \"2026-01-11\", \"# guotie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Service Configuration:** Implemented timeout constraints for model download operations within the Llama service integration.\\n  - PRs: elizaos/eliza#3263 (fix: add one hour timeout on llamaService model download)\", \"2026-01-11 01:51:08\"]\n[\"aviggiano_lifetime_2026-01-11\", \"aviggiano\", \"lifetime\", \"2026-01-11\", \"# aviggiano\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Opened a request for specific wallet integration functionality.\\n  - Issues: elizaos/eliza#3058 (Create Safe wallet plugin)\", \"2026-01-11 01:51:12\"]\n[\"OctavianTheI_lifetime_2026-01-11\", \"OctavianTheI\", \"lifetime\", \"2026-01-11\", \"# OctavianTheI\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Submitted request for additional provider integration.\\n  - Issues: elizaos/eliza#3047 (add AI/ML API as provider)\", \"2026-01-11 01:51:17\"]\n[\"iskysun96_lifetime_2026-01-11\", \"iskysun96\", \"lifetime\", \"2026-01-11\", \"# iskysun96\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Identified requirements for updating project contribution guidelines.\\n  - Issues: elizaos/eliza#2936 (CONTRIBUTING.md needs an update)\", \"2026-01-11 01:51:18\"]\n[\"whatwhat2_lifetime_2026-01-11\", \"whatwhat2\", \"lifetime\", \"2026-01-11\", \"# whatwhat2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Agent Framework:** Reported runtime connectivity and database interaction errors.\\n  - Issues: elizaos/eliza#2989 (504 gateway time out running agent), elizaos/eliza#2988 (Error handling Twitter interactions: {\\\"code\\\":\\\"SQLITE_ERROR\\\"})\", \"2026-01-11 01:51:23\"]\n[\"hellogreencow_lifetime_2026-01-11\", \"hellogreencow\", \"lifetime\", \"2026-01-11\", \"# hellogreencow\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identified parsing errors during message transmission.\\n  - Issues: elizaos/eliza#2907 (Parsing Issue When Sending a Message)\", \"2026-01-11 01:51:25\"]\n[\"SeanLiu666_lifetime_2026-01-11\", \"SeanLiu666\", \"lifetime\", \"2026-01-11\", \"# SeanLiu666\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identified authentication failures during external API integration.\\n  - Issues: elizaos/eliza#3013 (Authentication Failure When Using Deepseek API with Eliza)\", \"2026-01-11 01:51:25\"]\n[\"Resister-boy_lifetime_2026-01-11\", \"Resister-boy\", \"lifetime\", \"2026-01-11\", \"# Resister-boy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Proposed functionality for data collection from external communication platforms.\\n  - Issues: elizaos/eliza#2856 (A feature to collect information from Telegram group or Disco...)\", \"2026-01-11 01:51:27\"]\n[\"RalphLavelle_lifetime_2026-01-11\", \"RalphLavelle\", \"lifetime\", \"2026-01-11\", \"# RalphLavelle\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build & Runtime Stability:** Reported errors related to package dependencies and build processes.\\n  - Issues: elizaos/eliza#2867 (TypeError: basex is not a function), elizaos/eliza#2727 (Failed client#build on 'pnpm build')\", \"2026-01-11 01:51:31\"]\n[\"DaveSimoes_lifetime_2026-01-11\", \"DaveSimoes\", \"lifetime\", \"2026-01-11\", \"# DaveSimoes\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Opened a ticket regarding GUI functionality.\\n  - Issues: elizaos/eliza#2787 (Add-Gui-feature - )\", \"2026-01-11 01:51:36\"]\n[\"emmajane1313_lifetime_2026-01-11\", \"emmajane1313\", \"lifetime\", \"2026-01-11\", \"# emmajane1313\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened a ticket regarding node-llama-cpp integration.\\n  - Issues: elizaos/eliza#2815 (node-llama-cpp)\", \"2026-01-11 01:51:36\"]\n[\"imransbaig_lifetime_2026-01-11\", \"imransbaig\", \"lifetime\", \"2026-01-11\", \"# imransbaig\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported runtime compatibility issues within cloud development environments.\\n  - Issues: elizaos/eliza#2803 (Application won't run on Replit)\", \"2026-01-11 01:51:38\"]\n[\"Sleepyhead01_lifetime_2026-01-11\", \"Sleepyhead01\", \"lifetime\", \"2026-01-11\", \"# Sleepyhead01\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Inquiries:** Opened inquiry regarding tracking functionality.\\n  - Issues: elizaos/eliza#2776 (query: twitter user tracker)\", \"2026-01-11 01:51:40\"]\n[\"lawlcakez_lifetime_2026-01-11\", \"lawlcakez\", \"lifetime\", \"2026-01-11\", \"# lawlcakez\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented connectivity behavior regarding external proxies.\\n  - Issues: elizaos/eliza#2750 (Twitter Proxy Issue)\", \"2026-01-11 01:51:44\"]\n[\"fricoben_lifetime_2026-01-11\", \"fricoben\", \"lifetime\", \"2026-01-11\", \"# fricoben\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented requirements for hardcoded responses within action workflows.\\n  - Issues: elizaos/eliza#2697 (Create an hardcoded response in an action)\", \"2026-01-11 01:51:48\"]\n[\"IvanOvchynnikov_lifetime_2026-01-11\", \"IvanOvchynnikov\", \"lifetime\", \"2026-01-11\", \"# IvanOvchynnikov\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified configuration usability constraints.\\n  - Issues: elizaos/eliza#2695 (Plugins field unusable in character.json?)\", \"2026-01-11 01:51:50\"]\n[\"1Eskor_lifetime_2026-01-11\", \"1Eskor\", \"lifetime\", \"2026-01-11\", \"# 1Eskor\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Support:** Initiated inquiry for assistance.\\n  - Issues: elizaos/eliza#2746 (need help from someone please)\", \"2026-01-11 01:51:52\"]\n[\"baltermia_lifetime_2026-01-11\", \"baltermia\", \"lifetime\", \"2026-01-11\", \"# baltermia\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Package Management & Installation:** Documented installation failures regarding the agent package.\\n  - Issues: elizaos/eliza#2624 (\\\"`@elizaos/agent` cannot be installed\\\")\", \"2026-01-11 01:51:54\"]\n[\"byron-the-bulb_lifetime_2026-01-11\", \"byron-the-bulb\", \"lifetime\", \"2026-01-11\", \"# byron-the-bulb\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime initialization failures related to model dependency downloads.\\n  - Issues: elizaos/eliza#2623 (Cannot start, stuck downloading fast-bge-small-en-v1.5 model)\", \"2026-01-11 01:51:55\"]\n[\"awinya-ai_lifetime_2026-01-11\", \"awinya-ai\", \"lifetime\", \"2026-01-11\", \"# awinya-ai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors encountered during agent initialization.\\n  - Issues: elizaos/eliza#2613 (Unable to start agent - facing error with where code is unabl...)\", \"2026-01-11 01:51:57\"]\n[\"havardman6000_lifetime_2026-01-11\", \"havardman6000\", \"lifetime\", \"2026-01-11\", \"# havardman6000\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented installation barriers regarding plugin usage.\\n  - Issues: elizaos/eliza#2591 (Unable to use and install Irys Plugin)\", \"2026-01-11 01:52:01\"]\n[\"mosif16_lifetime_2026-01-11\", \"mosif16\", \"lifetime\", \"2026-01-11\", \"# mosif16\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Proposed integration of external search capabilities.\\n  - Issues: elizaos/eliza#2565 (Integrating searxng)\", \"2026-01-11 01:52:04\"]\n[\"Imdavyking_lifetime_2026-01-11\", \"Imdavyking\", \"lifetime\", \"2026-01-11\", \"# Imdavyking\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Management:** Opened a ticket regarding an error in the Eliza repository.\\n  - Issues: elizaos/eliza#2578 (Fix error)\", \"2026-01-11 01:52:05\"]\n[\"Aave-Khan_lifetime_2026-01-11\", \"Aave-Khan\", \"lifetime\", \"2026-01-11\", \"# Aave-Khan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Package Management & Installation:** Reported errors related to dependency installation and plugin integration within the Eliza framework.\\n  - Issues: elizaos/eliza#2513 (Issue with Installing @elizaos/plugin-0g), elizaos/eliza#2421 (Package install doesn't work)\", \"2026-01-11 01:52:06\"]\n[\"normaieditor_lifetime_2026-01-11\", \"normaieditor\", \"lifetime\", \"2026-01-11\", \"# normaieditor\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime errors related to module loading during agent startup.\\n  - Issues: elizaos/eliza#2487 (MODULE_NOT_FOUND error when starting the agent)\", \"2026-01-11 01:52:12\"]\n[\"znahas_lifetime_2026-01-11\", \"znahas\", \"lifetime\", \"2026-01-11\", \"# znahas\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Stability:** Identified runtime failures caused by dependency conflicts.\\n  - Issues: elizaos-plugins/plugin-knowledge#37 (pdfjs-dist crashing the plugin)\", \"2026-01-11 01:52:14\"]\n[\"shichen1iu_lifetime_2026-01-11\", \"shichen1iu\", \"lifetime\", \"2026-01-11\", \"# shichen1iu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Documented package compatibility errors within Windows Subsystem for Linux (WSL 2) environments.\\n  - Issues: elizaos/eliza#2478 (WSL 2:onnxruntime package error)\", \"2026-01-11 01:52:14\"]\n[\"dantgw_lifetime_2026-01-11\", \"dantgw\", \"lifetime\", \"2026-01-11\", \"# dantgw\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and reported a parsing error related to OpenAI response handling within the Eliza framework.\\n  - Issues: elizaos/eliza#2427 (Parsing Error when receiving OpenAI response)\", \"2026-01-11 01:52:19\"]\n[\"aspiers_lifetime_2026-01-11\", \"aspiers\", \"lifetime\", \"2026-01-11\", \"# aspiers\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Configuration:** Reported configuration errors affecting documentation build processes within the containerized environment.\\n  - Issues: elizaos/eliza#2457 (docker-compose-docs.yaml fails to build docs)\", \"2026-01-11 01:52:19\"]\n[\"Andrea98Palermo_lifetime_2026-01-11\", \"Andrea98Palermo\", \"lifetime\", \"2026-01-11\", \"# Andrea98Palermo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Initiated technical discussion regarding execution logic for multiple dependencies.\\n  - Issues: elizaos/eliza#2395 (Cannot figure out how to effectively execute multiple depende...)\", \"2026-01-11 01:52:27\"]\n[\"MustBeSimo_lifetime_2026-01-11\", \"MustBeSimo\", \"lifetime\", \"2026-01-11\", \"# MustBeSimo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Feedback:** Initiated discussion regarding the image generation plugin.\\n  - Issues: elizaos/eliza#2409 (@elizaos/plugin-image-generation - Issue)\", \"2026-01-11 01:52:27\"]\n[\"harrisrobin_lifetime_2026-01-11\", \"harrisrobin\", \"lifetime\", \"2026-01-11\", \"# harrisrobin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors related to React component providers within the Eliza framework.\\n  - Issues: elizaos/eliza#2416 (Error while using <QueryClientProvider />)\", \"2026-01-11 01:52:28\"]\n[\"nidhinakranii_lifetime_2026-01-11\", \"nidhinakranii\", \"lifetime\", \"2026-01-11\", \"# nidhinakranii\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented schema validation errors within the Eliza framework.\\n  - Issues: elizaos/eliza#2339 (Error invalid schema)\", \"2026-01-11 01:52:29\"]\n[\"Herrsosa_lifetime_2026-01-11\", \"Herrsosa\", \"lifetime\", \"2026-01-11\", \"# Herrsosa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Stability:** Reported execution interruptions within the agent framework.\\n  - Issues: elizaos/eliza#2233 (Agent Execution Halts)\", \"2026-01-11 01:52:34\"]\n[\"RiverZ-pingu_lifetime_2026-01-11\", \"RiverZ-pingu\", \"lifetime\", \"2026-01-11\", \"# RiverZ-pingu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Maintenance:** Submitted a correction for a typographical error within the core package structure.\\n  - PRs: elizaos/eliza#3903 (chore(packages/core): fix typo)\", \"2026-01-11 01:52:38\"]\n[\"hexcow_lifetime_2026-01-11\", \"hexcow\", \"lifetime\", \"2026-01-11\", \"# hexcow\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Async Execution & Bug Fixes:** Corrected asynchronous control flow within tweet scraping logic.\\n  - PRs: elizaos/eliza#3960 (fix missing `await` for tweet scraping), elizaos/eliza#3796 (Fixed issue with async handling in getTweets method)\", \"2026-01-11 01:52:41\"]\n[\"wizardsupreme_lifetime_2026-01-11\", \"wizardsupreme\", \"lifetime\", \"2026-01-11\", \"# wizardsupreme\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Testing Infrastructure:** Refactoring of test mocks specifically for the Twitter client integration.\\n  - PRs: elizaos/eliza#2234 (fix: refactor Twitter client test mocks)\", \"2026-01-11 01:52:41\"]\n[\"BranchManager69_lifetime_2026-01-11\", \"BranchManager69\", \"lifetime\", \"2026-01-11\", \"# BranchManager69\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Test Configuration:** Modifications to configuration files focused on test infrastructure, involving significant line reductions (-450 lines).\\n  - PRs: elizaos/eliza#3718 (\\\"Closed\\\")\", \"2026-01-11 01:52:43\"]\n[\"Deadsg_lifetime_2026-01-11\", \"Deadsg\", \"lifetime\", \"2026-01-11\", \"# Deadsg\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Development Environment:** Identified configuration issues with pre-commit hooks.\\n  - Issues: elizaos/eliza#4048 (Husky pre commit error)\", \"2026-01-11 01:52:50\"]\n[\"Quanta-Naut_lifetime_2026-01-11\", \"Quanta-Naut\", \"lifetime\", \"2026-01-11\", \"# Quanta-Naut\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Inquiries:** Opened a support ticket regarding image posting functionality within the Twitter client integration.\\n  - Issues: elizaos/eliza#4050 (Need help with client-twitter, How do I let eliza post images...)\", \"2026-01-11 01:52:51\"]\n[\"Etette_lifetime_2026-01-11\", \"Etette\", \"lifetime\", \"2026-01-11\", \"# Etette\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Deployment Configuration:** Identified runtime errors related to hosting environments.\\n  - Issues: elizaos/eliza#3514 (Port scanning error on Render)\", \"2026-01-11 01:52:52\"]\n[\"JustinFeng_lifetime_2026-01-11\", \"JustinFeng\", \"lifetime\", \"2026-01-11\", \"# JustinFeng\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Initialization:** Documented behavior regarding knowledge cleanup processes.\\n  - Issues: elizaos/eliza#3440 (RagKnowledge is cleaned up on runtime initialization)\", \"2026-01-11 01:52:53\"]\n[\"dav3yblaz3_lifetime_2026-01-11\", \"dav3yblaz3\", \"lifetime\", \"2026-01-11\", \"# dav3yblaz3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (1 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Authorship:** No pull requests were authored or merged during this period. Activity was limited to code review.\", \"2026-01-11 01:52:58\"]\n[\"jvelasquez_lifetime_2026-01-11\", \"jvelasquez\", \"lifetime\", \"2026-01-11\", \"# jvelasquez\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Configuration & Cleanup:** Focused on removing submodules and adjusting workflow configurations within the ElizaOS ecosystem.\\n  - PRs: elizaos/eliza#4019 (refactor: temp remove unneeded submodules and workflow), elizaos/eliza#4018 (refactor: remove characters submodule)\", \"2026-01-11 01:53:01\"]\n[\"qoog_lifetime_2026-01-11\", \"qoog\", \"lifetime\", \"2026-01-11\", \"# qoog\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Addressed formatting and typographical errors in code documentation.\\n  - PRs: elizaos/eliza#3998 (chore: Fix JSDoc formatting in `traverse()` and typo fix)\", \"2026-01-11 01:53:02\"]\n[\"Jordaniswatching_lifetime_2026-01-11\", \"Jordaniswatching\", \"lifetime\", \"2026-01-11\", \"# Jordaniswatching\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to repository documentation.\\n  - PRs: elizaos/eliza#4006 (Update README.md)\", \"2026-01-11 01:53:04\"]\n[\"0xstratus_lifetime_2026-01-11\", \"0xstratus\", \"lifetime\", \"2026-01-11\", \"# 0xstratus\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected configuration terminology in project documentation.\\n  - PRs: elizaos/eliza#3970 (docs: Fix terminology: replace \\\"CONFIGURACIONES\\\" with \\\"CONFIG...\\\")\", \"2026-01-11 01:53:09\"]\n[\"ozrg_lifetime_2026-01-11\", \"ozrg\", \"lifetime\", \"2026-01-11\", \"# ozrg\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Bug Fixes:** Corrected syntax errors in regular expressions.\\n  - PRs: elizaos/eliza#3987 (fix: Fixed missing comma between regex expressions)\", \"2026-01-11 01:53:09\"]\n[\"mindxploit_lifetime_2026-01-11\", \"mindxploit\", \"lifetime\", \"2026-01-11\", \"# mindxploit\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Knowledge Management:** Proposed implementation of permanent knowledge capabilities, involving modifications to both codebase and documentation.\\n  - PRs: elizaos/eliza#3894 (Add permanent knowledge capability)\", \"2026-01-11 01:53:14\"]\n[\"NBFinanceTech_lifetime_2026-01-11\", \"NBFinanceTech\", \"lifetime\", \"2026-01-11\", \"# NBFinanceTech\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented potential bugs and functional errors within the `elizaos/eliza` repository.\\n  - Issues: elizaos/eliza#3972 (Raw newLine characters in tweets), elizaos/eliza#5268 (Can't save character)\", \"2026-01-11 01:53:19\"]\n[\"D3nii_lifetime_2026-01-11\", \"D3nii\", \"lifetime\", \"2026-01-11\", \"# D3nii\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented unexpected behavior regarding message persistence within the Discord integration.\\n  - Issues: elizaos/eliza#3952 (Discord Messages disappearing randomly)\", \"2026-01-11 01:53:19\"]\n[\"JimiPatel2023_lifetime_2026-01-11\", \"JimiPatel2023\", \"lifetime\", \"2026-01-11\", \"# JimiPatel2023\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented operational behavior regarding Twitter agent responsiveness.\\n  - Issues: elizaos/eliza#4054 (Twitter agent is not replying to some of the accounts mention...)\", \"2026-01-11 01:53:19\"]\n[\"imduchuyyy_lifetime_2026-01-11\", \"imduchuyyy\", \"lifetime\", \"2026-01-11\", \"# imduchuyyy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Proposals:** Initiated discussion regarding codebase porting.\\n  - Issues: elizaos/eliza#4034 (Golang port)\", \"2026-01-11 01:53:19\"]\n[\"ABC124elizabeth_lifetime_2026-01-11\", \"ABC124elizabeth\", \"lifetime\", \"2026-01-11\", \"# ABC124elizabeth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Opened a pull request containing a compressed archive file.\\n  - PRs: elizaos/eliza#4057 (\\\"Elizabeth _wechuli.zip\\\")\", \"2026-01-11 01:53:28\"]\n[\"AzrielTheHellrazor_lifetime_2026-01-11\", \"AzrielTheHellrazor\", \"lifetime\", \"2026-01-11\", \"# AzrielTheHellrazor\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 309 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Added and updated Turkish language translations for project documentation and README files.\\n  - PRs: elizaos/eliza#3422 (docs: Eliza Turkish documentation), elizaos/eliza#3809 (chore: Turkish readme update)\", \"2026-01-11 01:53:34\"]\n[\"digisomni_lifetime_2026-01-11\", \"digisomni\", \"lifetime\", \"2026-01-11\", \"# digisomni\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 51 hours\\n\\n## Contribution Domains\\n- **User Interface:** Corrected visual layout issues within the chat component.\\n  - PRs: elizaos/eliza#4055 (Fix excessive gap between chat messages.)\", \"2026-01-11 01:53:34\"]\n[\"natefikru_lifetime_2026-01-11\", \"natefikru\", \"lifetime\", \"2026-01-11\", \"# natefikru\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **RAG Infrastructure:** Initiated setup for Retrieval-Augmented Generation capabilities. This work involves significant code additions (+2650 lines) across code and configuration files.\\n  - PRs: elizaos/eliza#4003 (Setup rag)\", \"2026-01-11 01:53:35\"]\n[\"POKENA7_lifetime_2026-01-11\", \"POKENA7\", \"lifetime\", \"2026-01-11\", \"# POKENA7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 98 hours\\n\\n## Contribution Domains\\n- **Discord Integration:** Implemented configuration options to restrict bot responses to mentions only, including associated test coverage. Identified implementation gaps regarding auto-posting functionality in version 2.\\n  - PRs: elizaos/eliza#4041 (feat: Add shouldRespondOnlyToMentions option for discord)\", \"2026-01-11 01:53:39\"]\n[\"pucedoteth_lifetime_2026-01-11\", \"pucedoteth\", \"lifetime\", \"2026-01-11\", \"# pucedoteth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation:** Maintenance of project documentation, specifically correcting outdated hyperlinks within the repository.\\n  - PRs: elizaos/eliza#3792 (docs: fixed some outdated links)\", \"2026-01-11 01:53:46\"]\n[\"Shelpin_lifetime_2026-01-11\", \"Shelpin\", \"lifetime\", \"2026-01-11\", \"# Shelpin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project configuration guides.\\n  - PRs: elizaos/eliza#3778 (Update quickstart with twitter configs.md)\", \"2026-01-11 01:53:46\"]\n[\"DeVikingMark_lifetime_2026-01-11\", \"DeVikingMark\", \"lifetime\", \"2026-01-11\", \"# DeVikingMark\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Quality & Maintenance:** Modifications focused on variable naming standards and typographical corrections within the codebase.\\n  - PRs: elizaos/eliza#4816 (fix typos), elizaos/eliza#3804 (Fix variable naming in AudioRecorder component)\", \"2026-01-11 01:53:46\"]\n[\"pranavjadhav007_lifetime_2026-01-11\", \"pranavjadhav007\", \"lifetime\", \"2026-01-11\", \"# pranavjadhav007\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integrations:** Developing Slack integration capabilities involving weather services and Tavily search. Work involves code, configuration, and test files.\\n  - PRs: elizaos/eliza#3753 ([WIP] Integrate weather and tavily plugin in slack)\", \"2026-01-11 01:53:49\"]\n[\"aayush4vedi_lifetime_2026-01-11\", \"aayush4vedi\", \"lifetime\", \"2026-01-11\", \"# aayush4vedi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Response Handling:** Proposed modifications to string sanitization logic within the Eliza framework.\\n  - PRs: elizaos/eliza#3442 (Fix: Enhanced string cleaning for response handling)\", \"2026-01-11 01:53:56\"]\n[\"lefrog-dont-code_lifetime_2026-01-11\", \"lefrog-dont-code\", \"lifetime\", \"2026-01-11\", \"# lefrog-dont-code\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 417 hours\\n\\n## Contribution Domains\\n- **Configuration & Tooling:** Implemented optional configuration settings for system prompts and added development utility scripts.\\n  - PRs: elizaos/eliza#3583 (feat: Optional Venice system prompt removal), elizaos/eliza#3580 (feat: Add 'pnpm reload' script)\", \"2026-01-11 01:53:56\"]\n[\"IshaVenikar_lifetime_2026-01-11\", \"IshaVenikar\", \"lifetime\", \"2026-01-11\", \"# IshaVenikar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Modifications:** Activity consists of direct commits rather than managed pull requests.\\n  - **Focus:** Work categorized as general tasks (86%) and bug fixes (14%).\\n  - **Volume:** 7 commits modifying 23 files (+861/-175 lines).\\n  - PRs: None recorded.\", \"2026-01-11 01:54:01\"]\n[\"dizer-ti_lifetime_2026-01-11\", \"dizer-ti\", \"lifetime\", \"2026-01-11\", \"# dizer-ti\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **Documentation & Code Maintenance:** Corrected broken links in documentation and typos in logging outputs.\\n  - PRs: elizaos/eliza#4597 (fix broken link to ELIZA demo), elizaos/eliza#3379 (fix typo in sampleAction.ts logging)\", \"2026-01-11 01:54:01\"]\n[\"AdityaSalunkhe21_lifetime_2026-01-11\", \"AdityaSalunkhe21\", \"lifetime\", \"2026-01-11\", \"# AdityaSalunkhe21\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Modifications:** Activity consists of 2 commits modifying 4 files (+85/-44 lines) involving various file types.\\n  - *Note: No Pull Requests or Issues were tracked for these changes.*\", \"2026-01-11 01:54:04\"]\n[\"2-A-M_lifetime_2026-01-11\", \"2-A-M\", \"lifetime\", \"2026-01-11\", \"# 2-A-M\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1331 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to Portuguese language project documentation to refine instructions.\\n  - PRs: elizaos/eliza#2156 (docs: Revamping README_PTBR.md for clearer and updated instructions)\", \"2026-01-11 01:54:08\"]\n[\"tudorpintea999_lifetime_2026-01-11\", \"tudorpintea999\", \"lifetime\", \"2026-01-11\", \"# tudorpintea999\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 668 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Contributions focused entirely on documentation within the `elizaos/eliza` repository, specifically introducing Romanian language support and general documentation enhancements.\\n  - PRs: elizaos/eliza#2151 (feat: add Romanian readme.md), elizaos/eliza#2138 (Docs improvements)\", \"2026-01-11 01:54:10\"]\n[\"matthewhou19_lifetime_2026-01-11\", \"matthewhou19\", \"lifetime\", \"2026-01-11\", \"# matthewhou19\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1516 hours\\n\\n## Contribution Domains\\n- **Documentation:** Added environment setup documentation for Windows users.\\n  - PRs: elizaos/eliza#1618 (chore(docs): Added a development approach for Windows Users)\", \"2026-01-11 01:54:15\"]\n[\"mbcse_lifetime_2026-01-11\", \"mbcse\", \"lifetime\", \"2026-01-11\", \"# mbcse\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 38 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Developed integrations for external platforms and local model management within the Eliza framework.\\n  - PRs: elizaos/eliza#1876 (Add approval mechanism for Twitter posts via Discord bot), elizaos/eliza#1950 (Added Local Embedding Manager to reuse Local embed model)\\n- **Bug Fixes & Configuration:** Addressed import errors and configuration value retrieval logic.\\n  - PRs: elizaos/eliza#2025 (Fix: character file plugins import error), elizaos/eliza#3480 (Fix: Models and Database urls/Values not picked from Character)\", \"2026-01-11 01:54:19\"]\n[\"eeemmmmmm_lifetime_2026-01-11\", \"eeemmmmmm\", \"lifetime\", \"2026-01-11\", \"# eeemmmmmm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Updates to documentation clarity and CI environment settings.\\n  - PRs: elizaos/eliza#5258 (polishing docs: error fixes for clarity), elizaos/eliza#4951 (ci: bump setup-node to v4)\\n\\n- **Core Logic:** Modifications to prompt handling logic within the codebase.\\n  - PRs: elizaos/eliza#3528 (fix prompts.ts)\", \"2026-01-11 01:54:21\"]\n[\"vladkashka56_lifetime_2026-01-11\", \"vladkashka56\", \"lifetime\", \"2026-01-11\", \"# vladkashka56\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 32 hours\\n\\n## Contribution Domains\\n- **Platform Integrations:** Implemented Moondream integration across Twitter and Discord clients, involving updates to 119 files.\\n  - PRs: elizaos/eliza#16 (Integrate Moondream into Twitter and Discord)\", \"2026-01-11 01:54:23\"]\n[\"mxchinegod_lifetime_2026-01-11\", \"mxchinegod\", \"lifetime\", \"2026-01-11\", \"# mxchinegod\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Media Processing & Database Integration:** Work in progress involves implementing YouTube transcription features and MongoDB embedding configurations.\\n  - PRs: elizaos/eliza#3517 (feat(wip): youtube transcription and mongo all 0 embedding...)\", \"2026-01-11 01:54:29\"]\n[\"tenthirtyone_lifetime_2026-01-11\", \"tenthirtyone\", \"lifetime\", \"2026-01-11\", \"# tenthirtyone\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 28 hours\\n\\n## Contribution Domains\\n- **Codebase Refactoring:** Standardized server address references by replacing hardcoded string literals with configuration constants across 47 files.\\n  - PRs: elizaos/eliza#3511 (fix: refactor string literal `http://localhost` with `SERVER_...)\", \"2026-01-11 01:54:31\"]\n[\"den0xR_lifetime_2026-01-11\", \"den0xR\", \"lifetime\", \"2026-01-11\", \"# den0xR\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:** Participated in review process via commenting.\\n  - PRs: Specific repository and PR identifiers were not provided in the source data.\", \"2026-01-11 01:54:33\"]\n[\"TheoInTech_lifetime_2026-01-11\", \"TheoInTech\", \"lifetime\", \"2026-01-11\", \"# TheoInTech\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Synchronization:** Refactoring and synchronization efforts involving code and configuration files (+1767/-941 lines).\\n  - PRs: elizaos/eliza#3510 (Sync main eliza with jobsy)\", \"2026-01-11 01:54:34\"]\n[\"Ckessler30_lifetime_2026-01-11\", \"Ckessler30\", \"lifetime\", \"2026-01-11\", \"# Ckessler30\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Initiated development of a \\\"hyperfeeder\\\" plugin, focusing on configuration setup and preliminary API integration logic. Work includes test coverage alongside functional code changes.\\n  - PRs: elizaos/eliza#3487 (Ck/hyperfeeder plugin), elizaos/eliza#3485 (hyperfeeder plugin before actual hyperfeeder api call)\", \"2026-01-11 01:54:35\"]\n[\"lovelgeorge99_lifetime_2026-01-11\", \"lovelgeorge99\", \"lifetime\", \"2026-01-11\", \"# lovelgeorge99\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Work focuses on the introduction of a \\\"Qacc plugin\\\" within the Eliza framework. The current open pull request involves significant code churn (+3799/-3052 lines), with modifications distributed across configuration files (38%), test suites (31%), and source code (15%).\\n  - PRs: elizaos/eliza#3500 (Qacc plugin)\", \"2026-01-11 01:54:41\"]\n[\"zeroprooff_lifetime_2026-01-11\", \"zeroprooff\", \"lifetime\", \"2026-01-11\", \"# zeroprooff\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Documentation & Repository Hygiene:** Focused on cleaning up documentation artifacts and removing redundant files within the `elizaos` organization.\\n  - PRs: elizaos/eliza#4321 (deleted duplicate README_NL.md), elizaos/eliza#4312 (removed consecutive duplicate words in documentation).\\n- **Functionality Fixes:** Addressed logic issues in chat attachment handling.\\n  - PRs: elizaos/eliza#3502 (open PR fixing `chat_with_attachments.ts`).\", \"2026-01-11 01:54:43\"]\n[\"Bijan-Massoumi_lifetime_2026-01-11\", \"Bijan-Massoumi\", \"lifetime\", \"2026-01-11\", \"# Bijan-Massoumi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Submitted a new plugin implementation for Messari Copilot within the Eliza ecosystem.\\n  - PRs: elizaos/eliza#3482 (Add plugin for Messari Copilot)\", \"2026-01-11 01:54:45\"]\n[\"BitPodAI_lifetime_2026-01-11\", \"BitPodAI\", \"lifetime\", \"2026-01-11\", \"# BitPodAI\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Initiated a new data enrichment plugin, introducing 4,707 lines of code across 84 files, primarily focusing on code logic and configuration setup.\\n  - PRs: elizaos/eliza#3476 (feat: data-enrich plugin)\", \"2026-01-11 01:54:49\"]\n[\"vickhung_lifetime_2026-01-11\", \"vickhung\", \"lifetime\", \"2026-01-11\", \"# vickhung\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance:** Initiated a revert of a branch merge operation affecting configuration and code files.\\n  - PRs: elizaos/eliza#3470 (Revert \\\"chore: develop => main\\\")\", \"2026-01-11 01:54:54\"]\n[\"santisiri_lifetime_2026-01-11\", \"santisiri\", \"lifetime\", \"2026-01-11\", \"# santisiri\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implementation of news connectivity features involving substantial code and configuration updates across 28 files.\\n  - PRs: elizaos/eliza#3465 (Conectado a las noticias)\", \"2026-01-11 01:54:55\"]\n[\"Guayaba221_lifetime_2026-01-11\", \"Guayaba221\", \"lifetime\", \"2026-01-11\", \"# Guayaba221\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Submitted a correction for a naming typo in a TypeScript index file.\\n  - PRs: elizaos/eliza#3463 (rename `addParticpant` to `addParticipant` index.ts)\", \"2026-01-11 01:54:56\"]\n[\"ykai2_lifetime_2026-01-11\", \"ykai2\", \"lifetime\", \"2026-01-11\", \"# ykai2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Modifications:** Recorded 6 commits affecting 18 files (+292/-126 lines).\\n  - Focus: Work categorized as general tasks (83%) and refactoring (17%). No specific pull requests or repositories were linked to this activity in the provided data.\", \"2026-01-11 01:54:57\"]\n[\"VisionOra_lifetime_2026-01-11\", \"VisionOra\", \"lifetime\", \"2026-01-11\", \"# VisionOra\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Repository:** Submitted a pull request to the elizaos organization.\\n  - PRs: elizaos/eliza#3459 (Sohaib/196)\", \"2026-01-11 01:55:03\"]\n[\"emcee21_lifetime_2026-01-11\", \"emcee21\", \"lifetime\", \"2026-01-11\", \"# emcee21\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Character Configuration:** Submitted configuration updates involving character definitions.\\n  - PRs: elizaos/eliza#3430 (new characters from the Muppets)\", \"2026-01-11 01:55:07\"]\n[\"ohdcthang_lifetime_2026-01-11\", \"ohdcthang\", \"lifetime\", \"2026-01-11\", \"# ohdcthang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implementation of Viction plugin functionality involving significant file modifications (+18,371/-9,053 lines).\\n  - PRs: elizaos/eliza#3455 (Feat/viction plugin)\", \"2026-01-11 01:55:08\"]\n[\"nekami-sotu_lifetime_2026-01-11\", \"nekami-sotu\", \"lifetime\", \"2026-01-11\", \"# nekami-sotu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Client Integration:** Submitted a pull request introducing a \\\"tako\\\" client feature, involving substantial file modifications across the repository.\\n  - PRs: elizaos/eliza#3433 (Feature/client-tako)\", \"2026-01-11 01:55:10\"]\n[\"PisK4_lifetime_2026-01-11\", \"PisK4\", \"lifetime\", \"2026-01-11\", \"# PisK4\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 19 hours\\n\\n## Contribution Domains\\n- **Eliza Configuration & Plugins:** Initiated integration of \\\"d.a.t.a\\\" plugin components and associated environment configurations.\\n  - PRs: elizaos/eliza#3457 (chore: commit d.a.t.a env configurations), elizaos/eliza#3456 (feat: Plugin d.a.t.a)\", \"2026-01-11 01:55:11\"]\n[\"kyle-veniceai_lifetime_2026-01-11\", \"kyle-veniceai\", \"lifetime\", \"2026-01-11\", \"# kyle-veniceai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 93 hours\\n\\n## Contribution Domains\\n- **Build Configuration:** Adjusted Dockerfile arguments regarding dependency lockfiles.\\n  - PRs: elizaos/eliza#3428 (fix: remove --no-frozen-lockfile from Dockerfile)\", \"2026-01-11 01:55:17\"]\n[\"shystrui1199_lifetime_2026-01-11\", \"shystrui1199\", \"lifetime\", \"2026-01-11\", \"# shystrui1199\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Submitted a single modification to the codebase involving a one-line update to a TypeScript file.\\n  - PRs: elizaos/eliza#3419 (Link - Update reservoir.ts)\", \"2026-01-11 01:55:18\"]\n[\"UncleTom29_lifetime_2026-01-11\", \"UncleTom29\", \"lifetime\", \"2026-01-11\", \"# UncleTom29\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **ElizaOS Integrations:** Submitted a new plugin implementation for the Bluefin protocol, comprising code, configuration, and test files.\\n  - PRs: elizaos/eliza#3427 (Bluefin ElizaOS Plugin)\", \"2026-01-11 01:55:20\"]\n[\"xiaoxiaff_lifetime_2026-01-11\", \"xiaoxiaff\", \"lifetime\", \"2026-01-11\", \"# xiaoxiaff\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Proposed the addition of a new D.A.T.A plugin to the Eliza framework.\\n  - PRs: elizaos/eliza#3421 (feat: Add D.A.T.A plugin)\", \"2026-01-11 01:55:20\"]\n[\"strepCode77_lifetime_2026-01-11\", \"strepCode77\", \"lifetime\", \"2026-01-11\", \"# strepCode77\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Wallet Logic:** Submitted a single-line modification to wallet handling code.\\n  - PRs: elizaos/eliza#3416 (Update wallet.ts)\", \"2026-01-11 01:55:21\"]\n[\"Gonzo3030_lifetime_2026-01-11\", \"Gonzo3030\", \"lifetime\", \"2026-01-11\", \"# Gonzo3030\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Initiated work on Twitter integration functionality.\\n  - PRs: elizaos/eliza#3404 (feat: Twitter (CONFLICTED))\", \"2026-01-11 01:55:30\"]\n[\"AlekseyChusov_lifetime_2026-01-11\", \"AlekseyChusov\", \"lifetime\", \"2026-01-11\", \"# AlekseyChusov\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Initiated the addition of a new component labeled \\\"VangAI\\\" involving a single file addition (+336 lines).\\n  - PRs: elizaos/eliza#3405 (Create VangAI)\", \"2026-01-11 01:55:31\"]\n[\"tumrabert_lifetime_2026-01-11\", \"tumrabert\", \"lifetime\", \"2026-01-11\", \"# tumrabert\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Repository Updates:** Submitted a pull request involving significant line count churn (+6236/-6177) across code (50%) and configuration (36%) files.\\n  - PRs: elizaos/eliza#3402 (Tum work)\", \"2026-01-11 01:55:35\"]\n[\"Swader_lifetime_2026-01-11\", \"Swader\", \"lifetime\", \"2026-01-11\", \"# Swader\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 253 hours\\n\\n## Contribution Domains\\n- **System Configuration:** Implemented configuration updates for filesystem caching.\\n  - PRs: elizaos/eliza#3291 (feat: Added cachedir to filesystem cache)\", \"2026-01-11 01:55:39\"]\n[\"imaffe_lifetime_2026-01-11\", \"imaffe\", \"lifetime\", \"2026-01-11\", \"# imaffe\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed content redundancy in project documentation.\\n  - PRs: elizaos/eliza#2146 ([documentation] fix duplicated sentence in README.md)\", \"2026-01-11 01:55:42\"]\n[\"AnonJon_lifetime_2026-01-11\", \"AnonJon\", \"lifetime\", \"2026-01-11\", \"# AnonJon\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Client Integration & Configuration:** Modifications to client enumeration logic and manifest documentation within the Eliza framework.\\n  - PRs: elizaos/eliza#2157 (add github to client enumerations), elizaos/eliza#2044 (fix: update slack client readme manifest)\", \"2026-01-11 01:55:45\"]\n[\"oksanaphmn_lifetime_2026-01-11\", \"oksanaphmn\", \"lifetime\", \"2026-01-11\", \"# oksanaphmn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to terminology regarding external social platforms.\\n  - PRs: elizaos/eliza#2145 (docs: replacing the name of the twitter social network)\", \"2026-01-11 01:55:45\"]\n[\"maciejwitowski_lifetime_2026-01-11\", \"maciejwitowski\", \"lifetime\", \"2026-01-11\", \"# maciejwitowski\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Added documentation for Verified Inference workflows.\\n  - PRs: elizaos/eliza#2125 (docs: Add Verified Inference docs)\", \"2026-01-11 01:55:53\"]\n[\"brauliolomeli_lifetime_2026-01-11\", \"brauliolomeli\", \"lifetime\", \"2026-01-11\", \"# brauliolomeli\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implemented integration for Mistral AI as a new model provider within the Eliza framework, involving substantial codebase additions.\\n  - PRs: elizaos/eliza#2137 (feat: Add Mistral AI as new model provider)\\n- **Build Configuration:** Modified package settings to ensure database schema and seed files are correctly included in distribution artifacts.\\n  - PRs: elizaos/eliza#2030 (fix: include schema.sql and seed.sql in package files)\", \"2026-01-11 01:55:56\"]\n[\"tryprane_lifetime_2026-01-11\", \"tryprane\", \"lifetime\", \"2026-01-11\", \"# tryprane\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **Network Integrations:** Implemented plugin functionality for the Lens Network.\\n  - PRs: elizaos/eliza#2101 (feat: Lens Network Plugin)\", \"2026-01-11 01:55:59\"]\n[\"autonome-ai_lifetime_2026-01-11\", \"autonome-ai\", \"lifetime\", \"2026-01-11\", \"# autonome-ai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Platform Integration:** Implemented support for the Autonome platform, primarily involving configuration and code additions to enable the integration.\\n  - PRs: elizaos/eliza#2121 (feat: support autonome platform), elizaos/eliza#2120 (feat: support autonome platform, use eliza launch agetns)\", \"2026-01-11 01:56:00\"]\n[\"taofengno1_lifetime_2026-01-11\", \"taofengno1\", \"lifetime\", \"2026-01-11\", \"# taofengno1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Text Processing & Sanitization:** Implemented updates to regex patterns and sanitization logic to enable Unicode character support in message processing.\\n  - PRs: elizaos/eliza#2048 (fix: update regex to allow Unicode characters in message processing), elizaos/eliza#2090 (feat: improve text sanitization with Unicode support)\", \"2026-01-11 01:56:11\"]\n[\"YANGSEOKWOO_lifetime_2026-01-11\", \"YANGSEOKWOO\", \"lifetime\", \"2026-01-11\", \"# YANGSEOKWOO\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to Korean language project documentation.\\n  - PRs: elizaos/eliza#2074 (docs: Update README_KOR.md), elizaos/eliza#2073 (Update README_KOR.md), elizaos/eliza#2072 (Update README_KOR.md)\", \"2026-01-11 01:56:12\"]\n[\"WuEcho_lifetime_2026-01-11\", \"WuEcho\", \"lifetime\", \"2026-01-11\", \"# WuEcho\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Submission:** Direct modifications to the codebase without associated pull requests.\\n  - Activity: 1 commit modifying 6 files (+355/-0 lines) across various file types.\", \"2026-01-11 01:56:20\"]\n[\"fksyuan_lifetime_2026-01-11\", \"fksyuan\", \"lifetime\", \"2026-01-11\", \"# fksyuan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n- **Direct Activity:** 3 commits modifying 7 files (+49/-71 lines)\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Activity consists of direct commits rather than tracked pull requests.\\n  - **Focus:** Primary effort allocated to other work (67%) and bugfix work (33%).\\n  - **Scope:** Modifications touched various file types across distributed repositories.\\n  - *Note: No specific Pull Request links available for enumeration.*\", \"2026-01-11 01:56:21\"]\n[\"IgzUchiha_lifetime_2026-01-11\", \"IgzUchiha\", \"lifetime\", \"2026-01-11\", \"# IgzUchiha\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Source Code:** Modified 7 files (+603/-143 lines) via 1 commit focused on other work.\\n  - PRs: None recorded.\", \"2026-01-11 01:56:22\"]\n[\"bxngxl_lifetime_2026-01-11\", \"bxngxl\", \"lifetime\", \"2026-01-11\", \"# bxngxl\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Focused exclusively on documentation updates within the `elizaos` organization, specifically targeting the synchronization of Chinese translations with English source text and content cleanup.\\n  - PRs: elizaos/eliza#2069 (Update README_CN to match latest English README), elizaos/eliza#2070 (Remove duplicated text in README.md)\", \"2026-01-11 01:56:26\"]\n[\"DanielWahl_lifetime_2026-01-11\", \"DanielWahl\", \"lifetime\", \"2026-01-11\", \"# DanielWahl\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 1 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Plugin Maintenance:** addressed configuration and export errors within the LetzAI plugin.\\n  - PRs: elizaos/eliza#2062 (fix: Bugfix in LetzAI Plugin -> missing named export and Plug...)\", \"2026-01-11 01:56:28\"]\n[\"mitchoz_lifetime_2026-01-11\", \"mitchoz\", \"lifetime\", \"2026-01-11\", \"# mitchoz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 73 hours\\n\\n## Contribution Domains\\n- **Plugin Development (LetzAI):** Introduced and maintained the LetzAI integration within the Eliza framework.\\n  - PRs: elizaos/eliza#1868 (feat: new plugin LetzAI), elizaos/eliza#2043 (fix: Small Bugfix in LetzAI Plugin)\", \"2026-01-11 01:56:32\"]\n[\"kristjanpeterson1_lifetime_2026-01-11\", \"kristjanpeterson1\", \"lifetime\", \"2026-01-11\", \"# kristjanpeterson1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Galadriel Integration:** Updates to the Galadriel LLM integration logic, including code changes and documentation adjustments.\\n  - PRs: elizaos/eliza#2011 (feat: Update the Galadriel LLM integration), elizaos/eliza#2061 (Galadriel docs and .env.example update)\", \"2026-01-11 01:56:36\"]\n[\"rekpero_lifetime_2026-01-11\", \"rekpero\", \"lifetime\", \"2026-01-11\", \"# rekpero\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Added the Spheron plugin to the Eliza platform.\\n  - PRs: elizaos/eliza#1966 (feat: add new plugin - spheron)\", \"2026-01-11 01:56:38\"]\n[\"Saundr21_lifetime_2026-01-11\", \"Saundr21\", \"lifetime\", \"2026-01-11\", \"# Saundr21\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Network Privacy & Plugins:** Implemented the \\\"Anyone\\\" plugin to privatize network requests within the Eliza framework.\\n  - PRs: elizaos/eliza#1960 (feat: anyone plugin to privatise network requests)\", \"2026-01-11 01:56:39\"]\n[\"0x-ten_lifetime_2026-01-11\", \"0x-ten\", \"lifetime\", \"2026-01-11\", \"# 0x-ten\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Database Stability:** addressed a race condition occurring during database initialization to stabilize build processes.\\n  - PRs: elizaos/eliza#1968 (fix: Fix db init race condition affecting builds)\", \"2026-01-11 01:56:43\"]\n[\"velvet-shark_lifetime_2026-01-11\", \"velvet-shark\", \"lifetime\", \"2026-01-11\", \"# velvet-shark\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 111 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza Maintenance:** Modifications to logging configurations and release verification tooling.\\n  - PRs: elizaos/eliza#1973 (chore: Cleaner logs on agent startup), elizaos/eliza#1705 (Update git command for checking latest release)\", \"2026-01-11 01:56:48\"]\n[\"rellfy_lifetime_2026-01-11\", \"rellfy\", \"lifetime\", \"2026-01-11\", \"# rellfy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 54 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented the Asterai plugin within the Eliza framework, introducing configuration and code files for the new functionality.\\n  - PRs: elizaos/eliza#2045 (feat: Implement asterai plugin)\", \"2026-01-11 01:56:53\"]\n[\"juansebsol_lifetime_2026-01-11\", \"juansebsol\", \"lifetime\", \"2026-01-11\", \"# juansebsol\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Development:** Opened a pull request for development activities in the eliza repository.\\n  - PRs: elizaos/eliza#2041 (Development)\", \"2026-01-11 01:56:54\"]\n[\"chaig15_lifetime_2026-01-11\", \"chaig15\", \"lifetime\", \"2026-01-11\", \"# chaig15\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Initialization:** Submitted initial configuration changes involving net code reduction.\\n  - PRs: elizaos/eliza#2036 (init)\", \"2026-01-11 01:56:58\"]\n[\"WAGMIBRO_lifetime_2026-01-11\", \"WAGMIBRO\", \"lifetime\", \"2026-01-11\", \"# WAGMIBRO\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to Russian language project documentation.\\n  - PRs: elizaos/eliza#2026 (Update README_RU.md)\", \"2026-01-11 01:57:02\"]\n[\"guo_lifetime_2026-01-11\", \"guo\", \"lifetime\", \"2026-01-11\", \"# guo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Submitted 3 commits modifying 223 files (+15569/-4205 lines).\\n  - Focus: Activity split between other work (67%) and feature work (33%).\\n- **Technical Discussion:** Posted 1 comment on pull requests.\", \"2026-01-11 01:57:02\"]\n[\"tripathiarpan20_lifetime_2026-01-11\", \"tripathiarpan20\", \"lifetime\", \"2026-01-11\", \"# tripathiarpan20\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 21 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implemented integration for Nineteen.ai, adding support for both LLM and image generation capabilities within the Eliza framework.\\n  - PRs: elizaos/eliza#2022 (feat: added nineteen.ai llm & image support)\", \"2026-01-11 01:57:08\"]\n[\"dto-simba_lifetime_2026-01-11\", \"dto-simba\", \"lifetime\", \"2026-01-11\", \"# dto-simba\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Added support for Telegram API root configuration within environment settings.\\n  - PRs: elizaos/eliza#2014 (feat: add telegram api root config in env)\", \"2026-01-11 01:57:11\"]\n[\"Ischerys_lifetime_2026-01-11\", \"Ischerys\", \"lifetime\", \"2026-01-11\", \"# Ischerys\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Submitted a new configuration file for Tesla integration, adding 135 lines of code in a single commit.\\n  - PRs: elizaos/eliza#1985 (Create Tesla Configuration)\", \"2026-01-11 01:57:13\"]\n[\"agnideepGhosh_lifetime_2026-01-11\", \"agnideepGhosh\", \"lifetime\", \"2026-01-11\", \"# agnideepGhosh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or code changes recorded in the provided dataset.\", \"2026-01-11 01:57:13\"]\n[\"kush-alloralabs_lifetime_2026-01-11\", \"kush-alloralabs\", \"lifetime\", \"2026-01-11\", \"# kush-alloralabs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to plugin registry documentation.\\n  - PRs: elizaos/eliza#2003 (Update plugins.md -- Allora README Fix)\", \"2026-01-11 01:57:17\"]\n[\"mejiasd3v_lifetime_2026-01-11\", \"mejiasd3v\", \"lifetime\", \"2026-01-11\", \"# mejiasd3v\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Dependencies:** Modifications to project configuration files involving dependency reorganization.\\n  - PRs: elizaos/eliza#1957 (chore(core): reorg dependencies)\", \"2026-01-11 01:57:18\"]\n[\"MonkeyKing44_lifetime_2026-01-11\", \"MonkeyKing44\", \"lifetime\", \"2026-01-11\", \"# MonkeyKing44\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted a text correction to the project changelog.\\n  - PRs: elizaos/eliza#1928 (Fix typo Update CHANGELOG.md)\", \"2026-01-11 01:57:23\"]\n[\"shlokkhemani_lifetime_2026-01-11\", \"shlokkhemani\", \"lifetime\", \"2026-01-11\", \"# shlokkhemani\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 248 hours\\n\\n## Contribution Domains\\n- **Testing Infrastructure:** Implemented test coverage for UUID generation and embedding functionalities within the core library.\\n  - PRs: elizaos/eliza#1362 (chore: Add UUID tests and fix version 5 bits), elizaos/eliza#1944 (chore: add embedding tests)\", \"2026-01-11 01:57:25\"]\n[\"DannyDesert_lifetime_2026-01-11\", \"DannyDesert\", \"lifetime\", \"2026-01-11\", \"# DannyDesert\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Eliza Repository Updates:** Submitted a large-scale update involving significant code and configuration modifications (+24,047/-17,736 lines) within a single open pull request.\\n  - PRs: elizaos/eliza#1911 (Updating Eliza)\", \"2026-01-11 01:57:26\"]\n[\"dzmitrykliapkou_lifetime_2026-01-11\", \"dzmitrykliapkou\", \"lifetime\", \"2026-01-11\", \"# dzmitrykliapkou\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n**Infrastructure & Configuration:**\\nIntroduced quality assurance workflows and modified container build configurations.\\n- PRs: elizaos/eliza#1904 (chore(ci): added qa workflow, updated dockerfile)\", \"2026-01-11 01:57:30\"]\n[\"linhuiw_lifetime_2026-01-11\", \"linhuiw\", \"lifetime\", \"2026-01-11\", \"# linhuiw\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted a pull request addressing whitespace formatting within Chinese language documentation.\\n  - PRs: elizaos/eliza#1889 (Update README_CN.md && fix whitespace)\", \"2026-01-11 01:57:36\"]\n[\"xzrfax_lifetime_2026-01-11\", \"xzrfax\", \"lifetime\", \"2026-01-11\", \"# xzrfax\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Localization:** Added Dutch language support to the platform.\\n  - PRs: elizaos/eliza#1909 (Add Dutch (Nederlands) translation)\", \"2026-01-11 01:57:38\"]\n[\"liangfenxiaodao_lifetime_2026-01-11\", \"liangfenxiaodao\", \"lifetime\", \"2026-01-11\", \"# liangfenxiaodao\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or code changes recorded in the provided dataset. Activity is limited to a single review comment.\", \"2026-01-11 01:57:40\"]\n[\"0xbeekeeper_lifetime_2026-01-11\", \"0xbeekeeper\", \"lifetime\", \"2026-01-11\", \"# 0xbeekeeper\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Security Integrations:** Integrated external security tooling into the agent framework.\\n  - PRs: elizaos/eliza#1898 (feat: add GoPlus Security Plugin to enhance security for agent)\", \"2026-01-11 01:57:44\"]\n[\"Arrowana_lifetime_2026-01-11\", \"Arrowana\", \"lifetime\", \"2026-01-11\", \"# Arrowana\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **DeFi Integration:** Implemented configuration updates for Jupiter swap functionality.\\n  - PRs: elizaos/eliza#1882 (feat: Use recommended settings in jupiter swap)\", \"2026-01-11 01:57:44\"]\n[\"onildoaguiar_lifetime_2026-01-11\", \"onildoaguiar\", \"lifetime\", \"2026-01-11\", \"# onildoaguiar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Authored Work:** No authored pull requests or code changes recorded in the provided dataset.\", \"2026-01-11 01:57:56\"]\n[\"RonTuretzky_lifetime_2026-01-11\", \"RonTuretzky\", \"lifetime\", \"2026-01-11\", \"# RonTuretzky\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 151 hours\\n\\n## Contribution Domains\\n- **Security & Privacy Plugins:** Implemented the Opacity zkTLS adapter to enable verifiable interference capabilities within the Eliza framework.\\n  - PRs: elizaos/eliza#1673 (Opacity Verifiable Interference zkTLS Plugin), elizaos/eliza#1646 (feat: added new adapter - Opacity - zktls)\", \"2026-01-11 01:57:56\"]\n[\"Hmac512_lifetime_2026-01-11\", \"Hmac512\", \"lifetime\", \"2026-01-11\", \"# Hmac512\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Contributions:** Modifications to codebase via direct commits rather than Pull Requests.\\n  - Activity limited to 1 commit modifying 10 files (+441/-73 lines). No specific repository or PR details available in the dataset.\", \"2026-01-11 01:57:59\"]\n[\"SYMBaiEX_lifetime_2026-01-11\", \"SYMBaiEX\", \"lifetime\", \"2026-01-11\", \"# SYMBaiEX\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 5 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 24 hours\\n\\n## Contribution Domains\\n- **Documentation & CLI Infrastructure:** Executed large-scale documentation restructuring and modernized CLI interaction libraries.\\n  - PRs: elizaos/eliza#5401 (implement comprehensive documentation overhaul), elizaos/eliza#5359 (migrate CLI to @clack/prompts), elizaos/eliza#5435 (migrate docs to fumadocs)\\n\\n- **Platform Compatibility & Core Logic:** Addressed Windows-specific execution failures and plugin loading mechanisms.\\n  - PRs: elizaos/eliza#5437 (fix Windows plugin loading and dev command failures), elizaos/eliza#5358 (add database migration advisory locking for plugin-sql), elizaos/eliza#1636 (add DeepSeek API to modelProviders)\", \"2026-01-11 01:58:00\"]\n[\"Leechael_lifetime_2026-01-11\", \"Leechael\", \"lifetime\", \"2026-01-11\", \"# Leechael\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Fixes:** Focused exclusively on bugfix work via direct commit mechanisms.\\n  - Modified 1 file (+4/-10 lines) without associated pull requests.\", \"2026-01-11 01:58:10\"]\n[\"w3-bounty_lifetime_2026-01-11\", \"w3-bounty\", \"lifetime\", \"2026-01-11\", \"# w3-bounty\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 927 hours\\n\\n## Contribution Domains\\n- **Cloud Infrastructure:** Implemented integration for Cloudflare AI Gateway within the Eliza framework, modifying code and documentation to support the new provider.\\n  - PRs: elizaos/eliza#821 (feat: Add Cloudflare AI Gateway support)\", \"2026-01-11 01:58:10\"]\n[\"Rahat-ch_lifetime_2026-01-11\", \"Rahat-ch\", \"lifetime\", \"2026-01-11\", \"# Rahat-ch\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 175 hours\\n\\n## Contribution Domains\\n- **Network Integration:** Implemented support for the Movement Network within the Eliza framework. This single contribution involved modifications to 280 files, spanning configuration, testing, and core code implementation.\\n  - PRs: elizaos/eliza#1621 (Add support for Movement Network)\", \"2026-01-11 01:58:12\"]\n[\"peterjah_lifetime_2026-01-11\", \"peterjah\", \"lifetime\", \"2026-01-11\", \"# peterjah\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 276 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented the Massa blockchain plugin for the Eliza framework, involving code and configuration updates across 14 files.\\n  - PRs: elizaos/eliza#1582 (feat: add massa-plugin)\", \"2026-01-11 01:58:20\"]\n[\"austin109567_lifetime_2026-01-11\", \"austin109567\", \"lifetime\", \"2026-01-11\", \"# austin109567\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Source Code Changes:** Modified 5 files (+58/-0 lines) across 2 commits, focusing on feature work (50%) and other tasks (50%).\\n  - PRs: No pull requests recorded in dataset.\", \"2026-01-11 01:58:21\"]\n[\"clydemeng_lifetime_2026-01-11\", \"clydemeng\", \"lifetime\", \"2026-01-11\", \"# clydemeng\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Proposed feature expansion to support the Greenfield chain within the BNB plugin.\\n  - PRs: elizaos/eliza#3621 (feat: support greenfield chain in bnb plugin)\", \"2026-01-11 01:58:22\"]\n[\"Schzzt_lifetime_2026-01-11\", \"Schzzt\", \"lifetime\", \"2026-01-11\", \"# Schzzt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implementation of the Ali Bailian embedding provider within the Eliza framework.\\n  - PRs: elizaos/eliza#3623 (feat: add ali_bailian embeddingProvider)\", \"2026-01-11 01:58:22\"]\n[\"NeoByteXx_lifetime_2026-01-11\", \"NeoByteXx\", \"lifetime\", \"2026-01-11\", \"# NeoByteXx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Configuration & Documentation:** Addressed syntax errors in development environment configuration and minor text corrections.\\n  - PRs: elizaos/eliza#3616 (fix devcontainer.json Port Mapping Syntax and JSON Structure), elizaos/eliza#4340 (Fix Grammar)\", \"2026-01-11 01:58:31\"]\n[\"firemountain_lifetime_2026-01-11\", \"firemountain\", \"lifetime\", \"2026-01-11\", \"# firemountain\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Modifications to image configuration files.\\n  - PRs: elizaos/eliza#3607 (Update image.yaml)\", \"2026-01-11 01:58:33\"]\n[\"iKapitonau_lifetime_2026-01-11\", \"iKapitonau\", \"lifetime\", \"2026-01-11\", \"# iKapitonau\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 28 hours\\n\\n## Contribution Domains\\n- **LLM Provider Integration:** Added integration for Secret AI LLM within the Eliza framework.\\n  - PRs: elizaos/eliza#3615 (feat: Add support for Secret AI LLM)\", \"2026-01-11 01:58:40\"]\n[\"keefel_lifetime_2026-01-11\", \"keefel\", \"lifetime\", \"2026-01-11\", \"# keefel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Direct modifications to source code without associated pull requests.\\n  - **Activity:** Modified 6 files (+223/-47 lines) via 1 commit.\\n  - *Note: No specific repository or pull request data available for linkage.*\", \"2026-01-11 01:58:43\"]\n[\"ybgbob_lifetime_2026-01-11\", \"ybgbob\", \"lifetime\", \"2026-01-11\", \"# ybgbob\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Submission:** Direct commit activity recorded without associated Pull Requests.\\n  - Activity: 11 commits modifying 89 files (+9056/-4777 lines).\\n  - Focus: Other work (73%), Feature work (27%).\", \"2026-01-11 01:58:44\"]\n[\"ferraignez_lifetime_2026-01-11\", \"ferraignez\", \"lifetime\", \"2026-01-11\", \"# ferraignez\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 5 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Character Configuration:** Submitted multiple iterations of character definition files and test configurations for a new entity (\\\"ferraignez\\\").\\n  - PRs: elizaos/eliza#3594 (ferrAIgnez character), elizaos/eliza#3593 (Create test.json), elizaos/eliza#3575 (new character)\", \"2026-01-11 01:58:46\"]\n[\"ppsimatikas_lifetime_2026-01-11\", \"ppsimatikas\", \"lifetime\", \"2026-01-11\", \"# ppsimatikas\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Submitted a feature request to integrate the Xtreamly plugin into the Eliza framework.\\n  - PRs: elizaos/eliza#3572 (feat: Xtreamly plugin for eliza)\", \"2026-01-11 01:58:51\"]\n[\"iheron_lifetime_2026-01-11\", \"iheron\", \"lifetime\", \"2026-01-11\", \"# iheron\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration:** Modified settings for the NKN plugin integration.\\n  - PRs: elizaos/eliza#3570 (feat: Modify the configuration for the plugin-nkn)\", \"2026-01-11 01:58:52\"]\n[\"alphahughes1_lifetime_2026-01-11\", \"alphahughes1\", \"lifetime\", \"2026-01-11\", \"# alphahughes1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Configuration:** Proposed initial Webpack configuration setup.\\n  - PRs: elizaos/eliza#3557 (Create webpack.yml)\", \"2026-01-11 01:58:56\"]\n[\"ben-dh3_lifetime_2026-01-11\", \"ben-dh3\", \"lifetime\", \"2026-01-11\", \"# ben-dh3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** N/A\\n\\n## Contribution Domains\\n- **Plugin Development:** Implementation of a new \\\"zapper\\\" plugin involving significant code and configuration changes across 140 files.\\n  - PRs: elizaos/eliza#3554 (feat: new plugin zapper)\", \"2026-01-11 01:59:06\"]\n[\"GabrielCartier_lifetime_2026-01-11\", \"GabrielCartier\", \"lifetime\", \"2026-01-11\", \"# GabrielCartier\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project setup guides to address database configuration errors.\\n  - PRs: elizaos/eliza#3539 (docs: Added sqlite3 errors to Quickstart)\", \"2026-01-11 01:59:10\"]\n[\"andriyk-hacken_lifetime_2026-01-11\", \"andriyk-hacken\", \"lifetime\", \"2026-01-11\", \"# andriyk-hacken\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **ElizaOS Plugin Development:** Implementation of new plugin components, specifically focusing on extractor functionality and firewall agents.\\n  - PRs: elizaos/eliza#3544 (feat: add Extractor Agent Firewall plugin), elizaos/eliza#3534 (plugin-extractor)\", \"2026-01-11 01:59:10\"]\n[\"sogolmalek_lifetime_2026-01-11\", \"sogolmalek\", \"lifetime\", \"2026-01-11\", \"# sogolmalek\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **General Development:**\\n  - Recorded 1 commit modifying 1 file (+1/-0 lines). No pull requests or issues were linked to this activity.\", \"2026-01-11 01:59:11\"]\n[\"vgutorov-hacken_lifetime_2026-01-11\", \"vgutorov-hacken\", \"lifetime\", \"2026-01-11\", \"# vgutorov-hacken\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Modification:** Activity consists of direct commits rather than pull requests.\\n  - Context: 22 commits modifying 99 files (+2238/-1211 lines).\\n  - Focus: 82% of activity categorized as \\\"other work\\\" across various file types.\\n  - Note: No specific repository or pull request metadata available to categorize functional areas.\", \"2026-01-11 01:59:14\"]\n[\"qiaqiatic_lifetime_2026-01-11\", \"qiaqiatic\", \"lifetime\", \"2026-01-11\", \"# qiaqiatic\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Prompt Configuration:** Updates to prompt definitions and configuration logic specifically for drama creation features.\\n  - PRs: elizaos/eliza#3537 (update prompt of drama creation)\", \"2026-01-11 01:59:18\"]\n[\"Vitaliyr888_lifetime_2026-01-11\", \"Vitaliyr888\", \"lifetime\", \"2026-01-11\", \"# Vitaliyr888\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Submitted corrections to text and configuration files.\\n  - PRs: elizaos/eliza#3475 (spelling errors)\", \"2026-01-11 01:59:23\"]\n[\"manolaz_lifetime_2026-01-11\", \"manolaz\", \"lifetime\", \"2026-01-11\", \"# manolaz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Configuration:** Addressed build requirements for the Sui Typhoon Hackathon, involving substantial line count changes (+29,456) primarily within configuration files.\\n  - PRs: elizaos/eliza#3399 (Fix build for Sui Typhoon Hackathon feb 2025)\", \"2026-01-11 01:59:24\"]\n[\"romashka-btc_lifetime_2026-01-11\", \"romashka-btc\", \"lifetime\", \"2026-01-11\", \"# romashka-btc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Configuration:** Updates to package lockfiles.\\n  - PRs: elizaos/eliza#3415 (Update core's package-lock.json)\", \"2026-01-11 01:59:24\"]\n[\"avorylli_lifetime_2026-01-11\", \"avorylli\", \"lifetime\", \"2026-01-11\", \"# avorylli\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 241 hours\\n\\n## Contribution Domains\\n- **Documentation:** Expanded repository documentation to include specific requirements and contribution guidelines.\\n  - PRs: elizaos/eliza#3392 (docs: enhance README with detailed requirements and contribut...)\", \"2026-01-11 01:59:26\"]\n[\"tomasandroil_lifetime_2026-01-11\", \"tomasandroil\", \"lifetime\", \"2026-01-11\", \"# tomasandroil\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Submitted corrections for typographical errors within payment and provider connector logic.\\n  - PRs: elizaos/eliza#3368 (Fix typos in `payInvoice.ts` and `connector.provider.ts`)\", \"2026-01-11 01:59:27\"]\n[\"arktoswb_lifetime_2026-01-11\", \"arktoswb\", \"lifetime\", \"2026-01-11\", \"# arktoswb\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Authorship:** No pull requests or code changes were authored in the provided dataset.\\n- **Code Review:** Recorded 1 review approval.\", \"2026-01-11 01:59:41\"]\n[\"Aman-14_lifetime_2026-01-11\", \"Aman-14\", \"lifetime\", \"2026-01-11\", \"# Aman-14\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Introduced Hash Network Plugin integration to enable verifiable inference capabilities. This work involves substantial codebase modifications (+59,940/-6,599 lines) across configuration and code files.\\n  - PRs: elizaos/eliza#2894 (Add Hash Network Plugin Integration for Verifiable Inference)\", \"2026-01-11 01:59:42\"]\n[\"Mettulus_lifetime_2026-01-11\", \"Mettulus\", \"lifetime\", \"2026-01-11\", \"# Mettulus\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Work focuses on the implementation of a \\\"storyteller\\\" feature, involving substantial code and configuration modifications (+8,137 lines) across 73 files.\\n  - PRs: elizaos/eliza#2831 (Feature/storyteller)\", \"2026-01-11 01:59:45\"]\n[\"0xkowloon_lifetime_2026-01-11\", \"0xkowloon\", \"lifetime\", \"2026-01-11\", \"# 0xkowloon\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests or issues were recorded in the provided dataset. Activity is limited to a single review comment, though the specific repository and pull request details were not included in the source data.\", \"2026-01-11 01:59:46\"]\n[\"alexpaden_lifetime_2026-01-11\", \"alexpaden\", \"lifetime\", \"2026-01-11\", \"# alexpaden\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Media & Twitter Integration:** Implemented functionality to handle image attachments and URL saving for Twitter interactions.\\n  - PRs: elizaos/eliza#3122 (feat: save imageUrls for outbound tweets/messages), elizaos/eliza#3004 (feat: Add image attachment support to Twitter messages)\", \"2026-01-11 01:59:47\"]\n[\"moondevonyt_lifetime_2026-01-11\", \"moondevonyt\", \"lifetime\", \"2026-01-11\", \"# moondevonyt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Developing trading functionality with significant code volume (+2877 lines) across 25 files, including documentation updates.\\n  - PRs: elizaos/eliza#1340 (feat: Add advanced trading)\", \"2026-01-11 01:59:52\"]\n[\"transformer98_lifetime_2026-01-11\", \"transformer98\", \"lifetime\", \"2026-01-11\", \"# transformer98\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Model Interaction:** Initiated inquiry regarding data handling from model outputs.\\n  - Issues: elizaos/eliza#4299 (How can i handle the content response from the modell?)\", \"2026-01-11 01:59:52\"]\n[\"paoloanzn_lifetime_2026-01-11\", \"paoloanzn\", \"lifetime\", \"2026-01-11\", \"# paoloanzn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Social Media Integration:** Implemented functionality to delete tweets within the Eliza framework, including associated test coverage.\\n  - PRs: elizaos/eliza#4320 (feat: Add deleteTweet())\", \"2026-01-11 01:59:58\"]\n[\"detrina_lifetime_2026-01-11\", \"detrina\", \"lifetime\", \"2026-01-11\", \"# detrina\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Proposed corrections to adapter documentation files.\\n  - PRs: elizaos/eliza#4326 (fix err in ` MemoryCacheAdapter.md`)\", \"2026-01-11 02:00:01\"]\n[\"matevz_lifetime_2026-01-11\", \"matevz\", \"lifetime\", \"2026-01-11\", \"# matevz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 3 total (1 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nNo authored pull requests recorded in the provided dataset. Activity is limited to code review actions without specific repository attribution available in the source data.\", \"2026-01-11 02:00:07\"]\n[\"eduardoPauloPanstein_lifetime_2026-01-11\", \"eduardoPauloPanstein\", \"lifetime\", \"2026-01-11\", \"# eduardoPauloPanstein\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Reported issues regarding project quickstart documentation.\\n  - Issues: elizaos/eliza#4336 (Quickstart doc issues)\", \"2026-01-11 02:00:08\"]\n[\"ShahafGaimin_lifetime_2026-01-11\", \"ShahafGaimin\", \"lifetime\", \"2026-01-11\", \"# ShahafGaimin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **AI Provider Integration:** Submitted a proposal to integrate Gaimin AI as a model provider within the Eliza framework.\\n  - PRs: elizaos/eliza#4343 (GAIMIN branch - Added AI Model Provider Gaimin AI)\", \"2026-01-11 02:00:09\"]\n[\"standujar_lifetime_2026-01-11\", \"standujar\", \"lifetime\", \"2026-01-11\", \"# standujar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 89 merged, 43 open/closed\\n- **Pull Requests Reviewed:** 61 total (33 approvals, 2 change requests, 26 comments)\\n- **Issues:** 6 opened, 6 closed\\n- **Avg Time to Merge:** 64 hours\\n\\n## Contribution Domains\\n- **Core Architecture & Server Logic:** Refactored server initialization, unified messaging APIs, and plugin loading strategies.\\n  - PRs: elizaos/eliza#5864 (centralize business logic in server package), elizaos/eliza#6095 (implement unified messaging API), elizaos/eliza#6024 (register/export shouldRespondProvider in bootstrap), elizaos/eliza#4949 (optimize plugin loading strategies), elizaos/eliza#6201 (Unified API - serverless - nodejs), elizaos/eliza#6060 (Simplify CLI to use server/core).\\n\\n- **Security & Database Integrity:** Implemented Row-Level Security (RLS), encryption handling, and database migration fixes.\\n  - PRs: elizaos/eliza#6167 (Entity-level RLS & Security Improvements), elizaos/eliza#6101 (Add PostgreSQL RLS multi-tenant isolation), elizaos/eliza#6217 (fix encryption for character secrets), elizaos/eliza#6215 (optimize pre-1.6.5 migration and RLS handling), elizaos/eliza#5045 (fix agentId usage in database adapter).\\n\\n- **Plugin Ecosystem & Integrations:** Maintained and enhanced functionality across Discord, Solana, and OpenRouter plugins.\\n  - PRs: elizaos/eliza#4364 (Discord: enable typing indicator), elizaos-plugins/plugin-discord#38 (resolve TypeScript type errors), elizaos-plugins/plugin-solana#21 (wallet improvements with lazyloading), elizaos-plugins/plugin-openrouter#21 (add streaming support), elizaos/eliza#4438 (OpenAI: Emit model usage events).\\n\\n- **Developer Experience & Stability:** Standardized logging, resolved TypeScript build errors, and improved testing infrastructure.\\n  - PRs: elizaos/eliza#6169 (Standardize Logging Across Core, CLI, and Server), elizaos/eliza#6218 (resolve TypeScript build errors in every package), elizaos/eliza#6212 (enhance streaming support in text generation), elizaos/eliza#6071 (fix plugin documentation and scaffolding).\\n\\n## Contribution Patterns\\n- **Code patterns:** Executes large-scale refactors involving thousands of lines (e.g., #5864, #6169) to centralize logic or standardize patterns. Frequently addresses TypeScript type safety across multiple packages simultaneously.\\n- **Review patterns:** Focuses reviews on approvals (33) and comments (26) rather than blocking changes (2 requests).\\n- **Collaboration patterns:** Operates across the full stack, modifying Core, Server, CLI, and Plugins within single workstreams. High interaction frequency with reviewer @0xbbjoker.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in April 2025, initially targeting specific plugin fixes (Discord, OpenAI).\\n- **Growth phases:** Expanded scope in Q3 2025 to include database optimizations and initial core fixes.\\n- **Shifts:** Shifted focus in late 2025 (Oct-Dec) toward major architectural refactoring (Server package centralization) and unified API design.\\n- **Current:** Recent activity (Jan 2026) concentrates on security implementation (RLS), streaming support, and finalizing the unified messaging API.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos-plugins/plugin-openrouter (43% of merged PRs), elizaos-plugins/plugin-solana (40%), elizaos-plugins/plugin-discord (38%). (HIGH)\\n- **Work Structure:** 1% issue linkage rate indicates work is primarily self-directed or coordinated outside of GitHub Issues. (MEDIUM)\\n- **Review Dependencies:** Primary review dependency is on @0xbbjoker (22 approvals) and automated systems. (HIGH)\", \"2026-01-11 02:00:10\"]\n[\"0xopsdev_lifetime_2026-01-11\", \"0xopsdev\", \"lifetime\", \"2026-01-11\", \"# 0xopsdev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Usage:** Reported operational issues and inquired about implementation requirements for token swaps within the EVM plugin.\\n  - Issues: elizaos/eliza#4357 (plugin functionality report), elizaos/eliza#4368 (token swap requirements)\", \"2026-01-11 02:00:16\"]\n[\"srpiroliro_lifetime_2026-01-11\", \"srpiroliro\", \"lifetime\", \"2026-01-11\", \"# srpiroliro\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified a runtime error involving undefined property access within the Eliza framework.\\n  - Issues: elizaos/eliza#4365 (Cannot read properties of undefined reading 'sendStandartTwe...')\", \"2026-01-11 02:00:22\"]\n[\"shahafbr_lifetime_2026-01-11\", \"shahafbr\", \"lifetime\", \"2026-01-11\", \"# shahafbr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Uncategorized Code Changes:**\\n  - Recorded 1 commit modifying 13 files (+546/-4 lines). No associated Pull Requests or Issues were tracked in the provided dataset.\", \"2026-01-11 02:00:23\"]\n[\"davidjsonn_lifetime_2026-01-11\", \"davidjsonn\", \"lifetime\", \"2026-01-11\", \"# davidjsonn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Focused on correcting broken links, typos, and formatting errors across various markdown files.\\n  - PRs: elizaos/eliza#4829 (docs: replace dead link awesome-eliza.md), elizaos/eliza#4941 (fix errors cosmos.md), elizaos/eliza#4875 (fix errors in CHANGELOG.md), elizaos/eliza#5008 (fix typos gitcoin-passport.md)\", \"2026-01-11 02:00:27\"]\n[\"samihao11_lifetime_2026-01-11\", \"samihao11\", \"lifetime\", \"2026-01-11\", \"# samihao11\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project documentation to distinguish between framework usage and core contribution workflows.\\n  - PRs: elizaos/eliza#4366 (docs: Clarify framework user vs core contributor paths)\", \"2026-01-11 02:00:27\"]\n[\"Vid201_lifetime_2026-01-11\", \"Vid201\", \"lifetime\", \"2026-01-11\", \"# Vid201\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **CLI Tooling:** Implemented default text handling within the project creation command-line interface.\\n  - PRs: elizaos/eliza#4369 (fix: add default project text to create cli)\", \"2026-01-11 02:00:34\"]\n[\"lechpzn_lifetime_2026-01-11\", \"lechpzn\", \"lifetime\", \"2026-01-11\", \"# lechpzn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed broken navigation within repository guidelines.\\n  - PRs: elizaos/eliza#4392 (fix non-working link in CONTRIBUTING.md)\", \"2026-01-11 02:00:37\"]\n[\"0xBigBoss_lifetime_2026-01-11\", \"0xBigBoss\", \"lifetime\", \"2026-01-11\", \"0xBigBoss focused on infrastructure configuration within the `elizaos/eliza` repository. They authored a fix for the Docker Compose PostgreSQL healthcheck to resolve syntax escaping issues. This contribution was merged within 4 hours, addressing a specific bug in the deployment configuration.\\n\\n# 0xBigBoss\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Infrastructure Configuration:** Corrected syntax escaping for container health checks.\\n  - PRs: elizaos/eliza#4382 (fix: escape docker compose postgres healthcheck)\", \"2026-01-11 02:00:38\"]\n[\"coderabbitai[bot]_lifetime_2026-01-11\", \"coderabbitai[bot]\", \"lifetime\", \"2026-01-11\", \"# coderabbitai[bot]\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n- **Code Activity:** 20 commits modifying 73 files (+17,093/-415 lines)\\n\\n## Contribution Domains\\nActivity consists of direct code modifications without associated pull requests.\\n- **Codebase Maintenance:** 65% of commit volume focused on general tasks (35%) and refactoring (30%).\\n- **Quality Assurance:** 35% of commit volume dedicated to testing (20%) and bug fixes (15%).\", \"2026-01-11 02:00:40\"]\n[\"its-DeFine_lifetime_2026-01-11\", \"its-DeFine\", \"lifetime\", \"2026-01-11\", \"# its-DeFine\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Repository Activity:** Modifications applied via direct commits rather than Pull Requests.\\n  - Recorded 8 commits across 20 files (+1523/-2 lines).\\n  - Work categorization splits between general tasks (50%), bug fixes (38%), and feature implementation (13%).\\n  - No specific Pull Request links available for enumeration.\", \"2026-01-11 02:00:46\"]\n[\"zeevick10_lifetime_2026-01-11\", \"zeevick10\", \"lifetime\", \"2026-01-11\", \"# zeevick10\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrections to plugin documentation and updates to character configuration files.\\n  - PRs: elizaos/eliza#5127 (Fix Typos in Plugin Documentation for Flow and MultiversX), elizaos/eliza#4419 (Update Character.md)\", \"2026-01-11 02:00:48\"]\n[\"noraldase_lifetime_2026-01-11\", \"noraldase\", \"lifetime\", \"2026-01-11\", \"# noraldase\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance:** Opened a pull request involving extensive file modifications (3,418 files) and significant net line reductions (-399,665 lines).\\n  - PRs: elizaos/eliza#4404 (pull)\", \"2026-01-11 02:00:50\"]\n[\"TheDeveloperTom_lifetime_2026-01-11\", \"TheDeveloperTom\", \"lifetime\", \"2026-01-11\", \"# TheDeveloperTom\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Coordination:** Opened a resource request for development assistance.\\n  - Issues: elizaos/eliza#4432 (Job: looking for a developer with Eliza framework experience)\", \"2026-01-11 02:00:51\"]\n[\"Kirstygoodary_lifetime_2026-01-11\", \"Kirstygoodary\", \"lifetime\", \"2026-01-11\", \"# Kirstygoodary\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Error Reporting:** Identified missing handler configurations within the Eliza framework.\\n  - Issues: elizaos/eliza#4418 (Error: No handler found for delegate type: TEXT_EMBEDDING wit...)\", \"2026-01-11 02:00:51\"]\n[\"plvo_lifetime_2026-01-11\", \"plvo\", \"lifetime\", \"2026-01-11\", \"# plvo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Defect Reporting:** Identification of database logging errors\\n  - Issues: elizaos/eliza#4457 (pglite log entry unicode escape error)\", \"2026-01-11 02:01:01\"]\n[\"bowtiedbluefin_lifetime_2026-01-11\", \"bowtiedbluefin\", \"lifetime\", \"2026-01-11\", \"# bowtiedbluefin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Architecture:** Development of new plugin integrations and modification of installation logic within the Eliza ecosystem. Work involves significant code removal or refactoring based on line count metrics (+767/-10690 lines).\\n  - PRs: elizaos/eliza#4466 (Feature/Create Morpheus plugin), elizaos/eliza#5464 (feat: update plugin install logic)\", \"2026-01-11 02:01:03\"]\n[\"rnkrtt_lifetime_2026-01-11\", \"rnkrtt\", \"lifetime\", \"2026-01-11\", \"# rnkrtt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 195 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Focused on documentation accuracy and minor text corrections within the `elizaos/eliza` repository.\\n  - PRs: elizaos/eliza#4555 (Fix broken Quickstart link), elizaos/eliza#4441 (fix typos)\", \"2026-01-11 02:01:04\"]\n[\"K1mc4n_lifetime_2026-01-11\", \"K1mc4n\", \"lifetime\", \"2026-01-11\", \"# K1mc4n\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 8 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 2 closed\\n- **Avg Time to Merge:** 80 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Focused exclusively on the creation and maintenance of Indonesian language documentation within the `elizaos/eliza` repository.\\n  - PRs: elizaos/eliza#4488 (Create README_IND.md), elizaos/eliza#4542 (Update README_IND.md), elizaos/eliza#4867 (Update README_IND.md)\\n- **Issue Reporting:** Documented runtime and CI/CD failures encountered during development.\\n  - Issues: elizaos/eliza#4561 (Error from ci activity), elizaos/eliza#4770 (Failed Fetch-News), elizaos/eliza#4565 (does not contain the path packages/docs/i18n/readme/)\", \"2026-01-11 02:01:08\"]\n[\"kunleulysses_lifetime_2026-01-11\", \"kunleulysses\", \"lifetime\", \"2026-01-11\", \"# kunleulysses\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime behavior regarding agent initialization and API binding.\\n  - Issues: elizaos/eliza#4486 (Agent Hangs After Core Init / REST API Bind)\", \"2026-01-11 02:01:13\"]\n[\"Mylookingisverynormal_lifetime_2026-01-11\", \"Mylookingisverynormal\", \"lifetime\", \"2026-01-11\", \"# Mylookingisverynormal\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n- **Documentation:** Single update to repository documentation.\\n  - PRs: elizaos/eliza#4483 (Update README.md)\", \"2026-01-11 02:01:16\"]\n[\"vtjl10_lifetime_2026-01-11\", \"vtjl10\", \"lifetime\", \"2026-01-11\", \"# vtjl10\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 17 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Updates focused on correcting typos and managing dependencies within the project documentation.\\n  - PRs: elizaos/eliza#4470 (Fix typos and improve dependencies management)\", \"2026-01-11 02:01:18\"]\n[\"Dangoz_lifetime_2026-01-11\", \"Dangoz\", \"lifetime\", \"2026-01-11\", \"# Dangoz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 123 hours\\n\\n## Contribution Domains\\n- **API & Core Logic:** Addressed server response handling within the base API client and performed minor documentation maintenance.\\n  - PRs: elizaos/eliza#5343 (fix: handle unwrapped server responses in BaseApiClient), elizaos/eliza#4443 (docs: fix title spacing)\\n\\n- **Wallet Integration & Data:** Implemented data structures for wallet addresses adhering to CAIP-2/10 standards and proposed ENS domain support.\\n  - PRs: elizaos/elizaos.github.io#128 (feat: wallet_addresses table with CAIP-2/10 adoption), elizaos/elizaos.github.io#121 (feat: WalletLinkForm support ens domain)\", \"2026-01-11 02:01:22\"]\n[\"nabz-polo_lifetime_2026-01-11\", \"nabz-polo\", \"lifetime\", \"2026-01-11\", \"# nabz-polo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Model Integration:** Initiated tracking for OLLAMA support.\\n  - Issues: elizaos/eliza#4503 (OLLAMA support)\", \"2026-01-11 02:01:23\"]\n[\"eveneast_lifetime_2026-01-11\", \"eveneast\", \"lifetime\", \"2026-01-11\", \"# eveneast\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 29 hours\\n\\n## Contribution Domains\\n- **Documentation:** Minor text corrections within Solana V2 documentation.\\n  - PRs: elizaos/eliza#4520 (remove redundant word in solana-v2.md), elizaos/eliza#4516 (remove redundant word in solana-v2.md)\", \"2026-01-11 02:01:27\"]\n[\"AndreaRettaroli_lifetime_2026-01-11\", \"AndreaRettaroli\", \"lifetime\", \"2026-01-11\", \"# AndreaRettaroli\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Trusted Execution Environments:** Opened an issue regarding improvements for the Eliza framework within TEE Oasis environments.\\n  - Issues: elizaos/eliza#4528 (Improve Eliza in TEE oasis)\", \"2026-01-11 02:01:28\"]\n[\"BinaryBluePeach_lifetime_2026-01-11\", \"BinaryBluePeach\", \"lifetime\", \"2026-01-11\", \"# BinaryBluePeach\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build & Environment Configuration:** Focused on resolving dependency errors, type definition availability, and plugin installation issues within the Eliza ecosystem.\\n  - PRs: elizaos/eliza#4606 (recovery), elizaos/eliza#4776 (working build)\\n  - Issues: elizaos/eliza#4536 (module resolution failures), elizaos/eliza#4805 (missing node/jest definition files), elizaos/eliza#4861 (giphy plugin install errors)\", \"2026-01-11 02:01:29\"]\n[\"samgermain_lifetime_2026-01-11\", \"samgermain\", \"lifetime\", \"2026-01-11\", \"# samgermain\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Release Engineering:** Opened an issue regarding package distribution.\\n  - Issues: elizaos/eliza#4562 (Make a publish to npm)\", \"2026-01-11 02:01:33\"]\n[\"SyedMuqeetAqib_lifetime_2026-01-11\", \"SyedMuqeetAqib\", \"lifetime\", \"2026-01-11\", \"# SyedMuqeetAqib\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Proposed implementation of streaming response handling.\\n  - Issues: elizaos/eliza#5060 (Add optional Stream responses to handle streaming)\", \"2026-01-11 02:01:36\"]\n[\"FancyFishok_lifetime_2026-01-11\", \"FancyFishok\", \"lifetime\", \"2026-01-11\", \"# FancyFishok\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented operational difficulties regarding bot integration with Twitter activity.\\n  - Issues: elizaos/eliza#4588 (I can't get my bot to detect my twitter activity)\", \"2026-01-11 02:01:41\"]\n[\"AlteredCode_lifetime_2026-01-11\", \"AlteredCode\", \"lifetime\", \"2026-01-11\", \"# AlteredCode\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Submitted bug report regarding system responsiveness and analysis failures.\\n  - Issues: elizaos/eliza#4607 (Multiple issues - Not responding to mentions, not analyzing i...)\", \"2026-01-11 02:01:43\"]\n[\"imholders_lifetime_2026-01-11\", \"imholders\", \"lifetime\", \"2026-01-11\", \"# imholders\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 10 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 36 hours\\n\\n## Contribution Domains\\n**Documentation & Localization:** Focused on adding, updating, and removing translation files for the Eliza project, specifically targeting Malay (MY) and Indonesian (IND/IDN) READMEs.\\n- PRs: elizaos/eliza#4567 (Add README_MY.md), elizaos/eliza#4702 (Delete README_IDN.md), elizaos/eliza#4704 (Add file TRANSLATION), elizaos/eliza#4880 (Update README_MY.md), elizaos/eliza#4882 (Update README_IND.md)\\n\\n## Contribution Patterns\\n- **Code patterns:** Exclusively modifies documentation (86%) and configuration files. Workflows involve adding initial translation files followed by iterative updates or deletions (e.g., deleting `README_MY.md` in elizaos/eliza#4768 after adding it in elizaos/eliza#4567).\\n- **Collaboration patterns:** Operates solely within the `elizaos/eliza` repository.\\n- **Review patterns:** Does not participate in code review or issue discussions.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in 2025-05 with the addition of `README_MY.md`.\\n- **Growth phases:** Activity remained focused on localization files throughout the one-month active span.\\n- **Current:** Most recent activity in 2025-06 involves minor updates to `README_IND.md` and `README_MY.md`.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs link to issues, indicating ad-hoc contribution behavior (LOW).\\n- **Review Dependencies:** Reviews primarily provided by @ChristopherTrimboli and @odilitime (HIGH).\", \"2026-01-11 02:01:45\"]\n[\"girinathchickoo_lifetime_2026-01-11\", \"girinathchickoo\", \"lifetime\", \"2026-01-11\", \"# girinathchickoo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Initiated work on plugin infrastructure within the Eliza framework, introducing configuration and documentation changes alongside code modifications.\\n  - PRs: elizaos/eliza#4620 (Feature/plugin blockend)\", \"2026-01-11 02:01:47\"]\n[\"0xCardiE_lifetime_2026-01-11\", \"0xCardiE\", \"lifetime\", \"2026-01-11\", \"# 0xCardiE\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 1 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **API Infrastructure:** Implemented endpoints for agent creation, room management, and world state interactions within the core application.\\n  - PRs: elizaos/eliza#4634 (return ID of newly created agent), elizaos/eliza#4647 (endpoint for creating new rooms), elizaos/eliza#4667 (Create world api endpoints)\\n- **Database & Error Handling:** Added precise error throwing for database connections and validation logic for SQL plugins.\\n  - PRs: elizaos/eliza#5235 (throw precise error on problems with DB connection), elizaos/eliza#5196 (Add database error handler and validation)\", \"2026-01-11 02:01:49\"]\n[\"pengqiseven_lifetime_2026-01-11\", \"pengqiseven\", \"lifetime\", \"2026-01-11\", \"# pengqiseven\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 95 hours\\n\\n## Contribution Domains\\n- **Documentation & Code Hygiene:** Addressed minor text corrections within the codebase.\\n  - PRs: elizaos/eliza#4615 (chore: fix some typos in comment)\", \"2026-01-11 02:01:50\"]\n[\"Icarus-Community_lifetime_2026-01-11\", \"Icarus-Community\", \"lifetime\", \"2026-01-11\", \"# Icarus-Community\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Configuration:** Documented errors related to database configuration, build exports, and plugin settings.\\n  - Issues: elizaos/eliza#4697 (switch agent from sqlite to postgres), elizaos/eliza#4744 ('has no export member 'Plugin'), elizaos-plugins/plugin-farcaster#1 (error on enable post and dryrun settings)\", \"2026-01-11 02:01:57\"]\n[\"crypto-cooker_lifetime_2026-01-11\", \"crypto-cooker\", \"lifetime\", \"2026-01-11\", \"# crypto-cooker\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** N/A\\n\\n## Contribution Domains\\n- **Runtime Logic & Configuration:** Addressed undefined plugin references and tweet interval timing logic within the Eliza framework.\\n  - PRs: elizaos/eliza#4672 (Fix/not defined echochambersplugin), elizaos/eliza#5177 (Fix/summarized tweet interval issue)\", \"2026-01-11 02:01:59\"]\n[\"dotslashapaar_lifetime_2026-01-11\", \"dotslashapaar\", \"lifetime\", \"2026-01-11\", \"# dotslashapaar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Addressed path configuration in documentation files.\\n  - PRs: elizaos/eliza#4775 (corrected path for defaultCharacter.ts)\", \"2026-01-11 02:01:59\"]\n[\"nexisdev_lifetime_2026-01-11\", \"nexisdev\", \"lifetime\", \"2026-01-11\", \"# nexisdev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Adaptation:** Initiated a fork and refactor operation involving substantial line replacements across configuration and code files.\\n  - PRs: elizaos/eliza#4718 (5cikkx codex/fork elizaos/eliza to nexisos/nex)\", \"2026-01-11 02:02:00\"]\n[\"0x-Tek_lifetime_2026-01-11\", \"0x-Tek\", \"lifetime\", \"2026-01-11\", \"# 0x-Tek\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented unexpected behavior regarding message persistence states.\\n  - Issues: elizaos/eliza#4769 (Temporary messages not removed after failed send messages sta...)\", \"2026-01-11 02:02:02\"]\n[\"D1m7asis_lifetime_2026-01-11\", \"D1m7asis\", \"lifetime\", \"2026-01-11\", \"# D1m7asis\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Feature Integration:** Implemented a new AI/ML API model provider, modifying code and documentation to support the integration.\\n  - PRs: elizaos/eliza#4828 (feat: Added AI/ML API model provider)\", \"2026-01-11 02:02:10\"]\n[\"scottrepreneur_lifetime_2026-01-11\", \"scottrepreneur\", \"lifetime\", \"2026-01-11\", \"# scottrepreneur\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 6 opened, 4 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Framework Stability & Client UX:** Reported bugs regarding end-to-end testing failures, chat interface refresh errors, and client version synchronization.\\n  - Issues: elizaos/eliza#4814 (New sample project fails e2e tests), elizaos/eliza#4927 (Refreshing on an agent chat shows error), elizaos/eliza#4924 (Web client thinks it is on a different version)\\n- **Feature Requests & Plugin Enhancements:** Proposed functionality additions for user chat interactions and Farcaster plugin integration options.\\n  - Issues: elizaos/eliza#4926 (Add retry command to previous chats from the user), elizaos-plugins/plugin-farcaster#7 (Update neynar sdk), elizaos-plugins/plugin-farcaster#6 (Provide an option for webhooks)\", \"2026-01-11 02:02:12\"]\n[\"omariosman_lifetime_2026-01-11\", \"omariosman\", \"lifetime\", \"2026-01-11\", \"# omariosman\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 9 opened, 7 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Ecosystem Troubleshooting:** Reported configuration and loading failures for external integrations, specifically regarding EVM, AWS Bedrock, and local AI dependencies.\\n  - Issues: elizaos/eliza#4803 (Cannot use plugin-evm), elizaos/eliza#4819 (plugin-evm Fails to Load), elizaos/eliza#4912 (Dependency Loop in local ai plugin), elizaos-plugins/plugin-evm#15 (Eliza agent is not aware by plugin evm)\\n\\n- **Core Runtime Configuration:** Identified initialization blocks regarding client connections and required parameters for agent execution.\\n  - Issues: elizaos/eliza#4777 (Eliza with twitter never initializes clients), elizaos/eliza#4933 (agentId and roomId are required), elizaos/eliza#4931 (How to check currently loaded plugins in the agent)\", \"2026-01-11 02:02:12\"]\n[\"yehia67_lifetime_2026-01-11\", \"yehia67\", \"lifetime\", \"2026-01-11\", \"# yehia67\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Documented requirements for onchain AI agent plugins.\\n  - Issues: elizaos/eliza#5260 (Create custom plugin for onchain AI agent)\", \"2026-01-11 02:02:15\"]\n[\"tuanvm-relipa_lifetime_2026-01-11\", \"tuanvm-relipa\", \"lifetime\", \"2026-01-11\", \"# tuanvm-relipa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Cardano Integration:** Development of a new Cardano plugin and associated registry updates.\\n  - PRs: elizaos/eliza#4823 (Feature/add cardano plugin), elizaos/eliza#4822 (Add Cardano plugin), elizaos-plugins/registry#178 (Update repo plugin-cardano)\", \"2026-01-11 02:02:15\"]\n[\"naevern_lifetime_2026-01-11\", \"naevern\", \"lifetime\", \"2026-01-11\", \"# naevern\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Development Workflow:** Proposed integration of automated code review tooling.\\n  - Issues: elizaos/eliza#4893 (Add automated AI code reviews with Claude to enhance PR feedback)\", \"2026-01-11 02:02:26\"]\n[\"affanmustafa_lifetime_2026-01-11\", \"affanmustafa\", \"lifetime\", \"2026-01-11\", \"# affanmustafa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented startup failures associated with specific release versions.\\n  - Issues: elizaos/eliza#4894 (Twitter Client fails to start with the new release 1.0.2)\", \"2026-01-11 02:02:26\"]\n[\"geooner_lifetime_2026-01-11\", \"geooner\", \"lifetime\", \"2026-01-11\", \"# geooner\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **API Development:** Implemented missing routing logic for agent room retrieval.\\n  - PRs: elizaos/eliza#4860 (fix: add missing GET /agents/:agentId/rooms/:roomId API endpoint)\", \"2026-01-11 02:02:27\"]\n[\"techcomthanh_lifetime_2026-01-11\", \"techcomthanh\", \"lifetime\", \"2026-01-11\", \"# techcomthanh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Scaffolding:** Reported issue regarding the creation of new plugins via CLI tools.\\n  - Issues: elizaos/eliza#4872 (New plugin created from elizaos create -t plugin: remove requ...)\", \"2026-01-11 02:02:27\"]\n[\"debugzhao_lifetime_2026-01-11\", \"debugzhao\", \"lifetime\", \"2026-01-11\", \"# debugzhao\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Reported missing localization resources.\\n  - Issues: elizaos/eliza#4855 (The Chinese document has been deleted.)\", \"2026-01-11 02:02:31\"]\n[\"taprwhiz_lifetime_2026-01-11\", \"taprwhiz\", \"lifetime\", \"2026-01-11\", \"# taprwhiz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Submitted a request regarding platform migration functionality.\\n  - Issues: elizaos/eliza#4908 (Pump.fun migration feature)\", \"2026-01-11 02:02:37\"]\n[\"CurralesDragon_lifetime_2026-01-11\", \"CurralesDragon\", \"lifetime\", \"2026-01-11\", \"# CurralesDragon\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified potential bugs regarding external platform integration.\\n  - Issues: elizaos/eliza#4921 (Agent won't respond to twitter mentions)\", \"2026-01-11 02:02:41\"]\n[\"donpushme_lifetime_2026-01-11\", \"donpushme\", \"lifetime\", \"2026-01-11\", \"# donpushme\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Inquiries:** Requests for status updates on specific integrations.\\n  - Issues: elizaos/eliza#4909 (Inquiry regarding HyperEVM updates)\", \"2026-01-11 02:02:41\"]\n[\"mattdev071_lifetime_2026-01-11\", \"mattdev071\", \"lifetime\", \"2026-01-11\", \"# mattdev071\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Engagement:** Opened an inquiry regarding engineering roles within the organization.\\n  - Issues: elizaos/eliza#4901 (As a Full stack Software Engineer, I am looking for new openi...)\", \"2026-01-11 02:02:44\"]\n[\"jonathanprozzi_lifetime_2026-01-11\", \"jonathanprozzi\", \"lifetime\", \"2026-01-11\", \"# jonathanprozzi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 2154 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Extensions:** Implemented support for optional data parameters within transfer templates to extend plugin functionality.\\n  - PRs: elizaos-plugins/plugin-evm#16 (feat: support optional data param in transfer template)\\n- **Core Telemetry:** Initiated work to integrate Sentry Node telemetry support into the core application.\\n  - PRs: elizaos/eliza#5867 (feat: Add Sentry Node telemetry support)\\n- **Issue Reporting:** Documented regressions and bugs related to plugin action callbacks and character loading.\\n  - Issues: elizaos/eliza#5017 (Callback from plugin action not making it to end user respons...), elizaos/eliza#5039 (Unable to load custom characters after upgrading to 1.0.7)\", \"2026-01-11 02:02:45\"]\n[\"exitsimulation_lifetime_2026-01-11\", \"exitsimulation\", \"lifetime\", \"2026-01-11\", \"# exitsimulation\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **API & Service Troubleshooting:** Identified and reported issues regarding REST API functionality and internal message bus services.\\n  - Issues: elizaos/eliza#4955 (Creating room via REST API returns empty), elizaos/eliza#4972 (MessageBusService agent participation error), elizaos/eliza#5121 (API endpoint /api/agents/{agentId}/rooms not found)\", \"2026-01-11 02:02:50\"]\n[\"imanngabriel_lifetime_2026-01-11\", \"imanngabriel\", \"lifetime\", \"2026-01-11\", \"# imanngabriel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened a ticket regarding reply logic for target users.\\n  - Issues: elizaos/eliza#4940 (Successive replies on target users)\", \"2026-01-11 02:02:52\"]\n[\"HuzarO_lifetime_2026-01-11\", \"HuzarO\", \"lifetime\", \"2026-01-11\", \"# HuzarO\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Architecture:** Reported unexpected behavior regarding callback replacement within custom plugin actions.\\n  - Issues: elizaos/eliza#4947 (Custom Plugin - callback from action is getting replaced by `...)\", \"2026-01-11 02:02:54\"]\n[\"dr4kedk_lifetime_2026-01-11\", \"dr4kedk\", \"lifetime\", \"2026-01-11\", \"# dr4kedk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Functionality:** Identified issues regarding agent knowledge retrieval capabilities.\\n  - Issues: elizaos-plugins/plugin-knowledge#14 (Agent cannot answer using knowledge)\", \"2026-01-11 02:02:57\"]\n[\"alpuga_lifetime_2026-01-11\", \"alpuga\", \"lifetime\", \"2026-01-11\", \"# alpuga\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Development:** Submitted a single open pull request containing substantial modifications to code and configuration files (+36,533/-29,981 lines across 247 files).\\n  - PRs: elizaos/eliza#4938 (Puga/community agent2)\", \"2026-01-11 02:03:02\"]\n[\"Dexploarer_lifetime_2026-01-11\", \"Dexploarer\", \"lifetime\", \"2026-01-11\", \"# Dexploarer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 13 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 26 hours\\n\\n## Contribution Domains\\n**Plugin Registry & Integration:**\\nFocused on registering new plugins and establishing repository standards.\\n- PRs: elizaos-plugins/registry#213 (add plugin-vercel-ai-gateway), elizaos-plugins/registry#171 (Added RSS Plugin), elizaos-plugins/registry#210 (Add plugin-raids to registry), elizaos-plugins/registry#204 (feat: Add Vercel AI Gateway Plugin to Registry)\\n\\n**Core Functionality & Maintenance:**\\nWork involves feature additions to the core engine and protocol updates.\\n- PRs: elizaos/eliza#5806 (feat: Add AI Gateway plugin - Universal access to 100+ AI models), elizaos-plugins/plugin-mcp#16 (feat: update MCP plugin to align with MCP specification 2025-...), elizaos/eliza#5195 (Add files via upload)\\n\\n## Contribution Patterns\\n- **Code patterns:** Submits large-scale file modifications (avg +66k lines across limited PRs), often utilizing direct file uploads (elizaos/eliza#5195).\\n- **Workflow patterns:** Opens multiple PRs addressing similar features (e.g., AI Gateway integration across #213, #203, #204, #5806) rather than iterating on a single branch.\\n- **Review patterns:** Minimal engagement in peer review (2 comments total); primary interaction is authoring code.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution recorded in June 2025.\\n- **Growth phases:** Activity concentrated within a 2-month span (June-August 2025), focusing consistently on plugin ecosystem expansion.\\n- **Current:** Most recent activity occurred in August 2025, with pending work on the MCP plugin specification.\\n\\n## Organizational Signals\\n- **Repo Ownership:** Low (0% ownership). Merge rate is 7% (1/14 PRs), indicating most work remains in review or unmerged states.\\n- **Work Structure:** 0% issue linkage (MEDIUM). Work appears self-initiated or tracked outside of GitHub issues.\\n- **Review Dependencies:** High reliance on automated systems (@coderabbitai, @cursor) and @ChristopherTrimboli for feedback.\", \"2026-01-11 02:03:05\"]\n[\"coderwander_lifetime_2026-01-11\", \"coderwander\", \"lifetime\", \"2026-01-11\", \"# coderwander\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 8 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrections to existing text files.\\n  - PRs: elizaos/eliza#5031 (chore: fix typos)\", \"2026-01-11 02:03:06\"]\n[\"adgianv_lifetime_2026-01-11\", \"adgianv\", \"lifetime\", \"2026-01-11\", \"# adgianv\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Contributions:** Activity consists of direct commits rather than pull requests.\\n  - **Volume:** 5 commits modifying 38 files (+10,198/-4,073 lines).\\n  - **Focus:** Work categorized as 80% other and 20% bugfix.\", \"2026-01-11 02:03:10\"]\n[\"agent671_lifetime_2026-01-11\", \"agent671\", \"lifetime\", \"2026-01-11\", \"# agent671\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Management & Inquiries:**\\n  - Issues: elizaos/eliza#5074 (Inquiry regarding status of agent-twitter-client repository)\", \"2026-01-11 02:03:20\"]\n[\"alex-nax_lifetime_2026-01-11\", \"alex-nax\", \"lifetime\", \"2026-01-11\", \"# alex-nax\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 6 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Architecture & Refactoring:** Updates to agent versions and swap logic within the core repository.\\n  - PRs: elizaos/eliza#5057 (Updated agent to use eliza v1.x), elizaos/eliza#5491 (Refactored swap), elizaos/eliza#5547 (Refactored swap)\\n- **Feature Development:** Implementation of execution controls and storage service extensions.\\n  - PRs: elizaos/eliza#5728 (feat: ability to cancel current run before any calls to LLM), elizaos/eliza#6094 (feat: use custom storage service if found), elizaos/eliza#5736 (Fix action chaining)\", \"2026-01-11 02:03:22\"]\n[\"consentsam_lifetime_2026-01-11\", \"consentsam\", \"lifetime\", \"2026-01-11\", \"# consentsam\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected command-line interface syntax in usage examples.\\n  - PRs: elizaos/eliza#5078 (docs(agent): replace -t with --type in CLI examples)\", \"2026-01-11 02:03:24\"]\n[\"derjogi_lifetime_2026-01-11\", \"derjogi\", \"lifetime\", \"2026-01-11\", \"# derjogi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Database Configuration:** Adjusted schema selection logic for Postgres migrations.\\n  - PRs: elizaos/eliza#5072 (Fix: Postgres migration schema selection)\\n- **Plugin Logic:** Proposed constraints on tweet processing volume within the Twitter plugin.\\n  - PRs: elizaos-plugins/plugin-twitter#24 (Limit processed tweets on top of what we receive from twitter)\", \"2026-01-11 02:03:24\"]\n[\"abjjabjj_lifetime_2026-01-11\", \"abjjabjj\", \"lifetime\", \"2026-01-11\", \"# abjjabjj\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Submission:** Modified 31 files (+10,119/-3,994 lines) via 1 commit involving various file types.\\n  - No Pull Requests or Issues tracked for this activity.\", \"2026-01-11 02:03:26\"]\n[\"furkannabisumji_lifetime_2026-01-11\", \"furkannabisumji\", \"lifetime\", \"2026-01-11\", \"# furkannabisumji\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Management:** Created tracking items for backend and infrastructure components within the Eliza ecosystem.\\n  - Issues: elizaos/eliza#5117 (bedrock), elizaos/eliza#5230 (server)\", \"2026-01-11 02:03:33\"]\n[\"paulmerz_lifetime_2026-01-11\", \"paulmerz\", \"lifetime\", \"2026-01-11\", \"# paulmerz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identified environment-specific runtime failures within the Eliza framework.\\n  - Issues: elizaos/eliza#5161 (elizaos start crashes after accessing localhost:3000 on windows)\", \"2026-01-11 02:03:38\"]\n[\"GarmashAlex_lifetime_2026-01-11\", \"GarmashAlex\", \"lifetime\", \"2026-01-11\", \"# GarmashAlex\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updated external reference URLs to align with official documentation sources.\\n  - PRs: elizaos/eliza#5162 (fix(docs): update ElizaOS documentation link to new official URL)\", \"2026-01-11 02:03:40\"]\n[\"urosognjenovic_lifetime_2026-01-11\", \"urosognjenovic\", \"lifetime\", \"2026-01-11\", \"# urosognjenovic\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 30 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Removed redundant HTML attributes in sidebar navigation components.\\n  - PRs: elizaos/eliza#5119 (Remove link with duplicated id from sidebars)\", \"2026-01-11 02:03:40\"]\n[\"cursoragent_lifetime_2026-01-11\", \"cursoragent\", \"lifetime\", \"2026-01-11\", \"# cursoragent\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Direct Commits:** 94 (+11,823/-4,067 lines across 211 files)\\n\\n## Contribution Domains\\n*Note: Activity consists of direct commits rather than Pull Requests. Specific repository links are unavailable.*\\n- **Codebase Maintenance:** Primary focus on bugfix work (37% of commits) and testing (15%).\\n- **Refactoring:** Accounts for 11% of total commit volume.\\n- **General Development:** 30% of contributions categorized as other work across various file types.\", \"2026-01-11 02:03:43\"]\n[\"alexjalonso7777_lifetime_2026-01-11\", \"alexjalonso7777\", \"lifetime\", \"2026-01-11\", \"# alexjalonso7777\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (1 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review:** Activity restricted to review actions.\\n  - No authored pull requests or code changes recorded in the provided dataset.\", \"2026-01-11 02:03:50\"]\n[\"Srenonno_lifetime_2026-01-11\", \"Srenonno\", \"lifetime\", \"2026-01-11\", \"# Srenonno\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identification of potential functional defects in event messaging systems.\\n  - Issues: elizaos/eliza#5216 (EVENT MESSAGE SENT not working)\", \"2026-01-11 02:03:52\"]\n[\"Megamindmaster_lifetime_2026-01-11\", \"Megamindmaster\", \"lifetime\", \"2026-01-11\", \"# Megamindmaster\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 2 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Troubleshooting:** Reported installation and configuration difficulties regarding character files and plugin functionality.\\n  - Issues: elizaos/eliza#5228 (Fresh install v 1.0.11 Can't add any character json files), elizaos-plugins/plugin-twitter#37 (Anyone able to get this to work right?)\", \"2026-01-11 02:03:52\"]\n[\"cursor-com_lifetime_2026-01-11\", \"cursor-com\", \"lifetime\", \"2026-01-11\", \"# cursor-com\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Testing:** Development of test suites for specific plugin modules.\\n  - PRs: elizaos/eliza#5178 (feat(plugin-alethea): Add comprehensive test suite with 93% coverage)\", \"2026-01-11 02:03:54\"]\n[\"shandongzhejiang_lifetime_2026-01-11\", \"shandongzhejiang\", \"lifetime\", \"2026-01-11\", \"# shandongzhejiang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Codebase Maintenance:** Submitted corrections to code comments.\\n  - PRs: elizaos/eliza#5271 (chore: Correct some comments)\", \"2026-01-11 02:03:58\"]\n[\"valentinuuiuiu_lifetime_2026-01-11\", \"valentinuuiuiu\", \"lifetime\", \"2026-01-11\", \"# valentinuuiuiu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Development:** Submitted a large-scale proof of concept for the \\\"jules agent,\\\" introducing significant changes across codebase, testing infrastructure, and configuration settings (+17,775/-8,528 lines).\\n  - PRs: elizaos/eliza#5254 (Feature/jules agent dev poc)\", \"2026-01-11 02:04:05\"]\n[\"mountdisk_lifetime_2026-01-11\", \"mountdisk\", \"lifetime\", \"2026-01-11\", \"# mountdisk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected comments within the codebase.\\n  - PRs: elizaos/eliza#5317 (chore: fix some minor issues in the comments)\", \"2026-01-11 02:04:07\"]\n[\"0xtc23_lifetime_2026-01-11\", \"0xtc23\", \"lifetime\", \"2026-01-11\", \"# 0xtc23\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Submitted proposals to integrate xAI Grok models and associated character personas into the Eliza framework.\\n  - PRs: elizaos/eliza#5338 (feat: Add @elizaos/plugin-grok for xAI Grok models), elizaos/eliza#5300 (feat: Add Gork character persona), elizaos/eliza#5301 (Feat/gork character)\", \"2026-01-11 02:04:07\"]\n[\"iQiexie_lifetime_2026-01-11\", \"iQiexie\", \"lifetime\", \"2026-01-11\", \"# iQiexie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Quality:** Identified discrepancies in API documentation specifications.\\n  - Issues: elizaos/eliza#5370 (REST API Documentation is misleading)\", \"2026-01-11 02:04:12\"]\n[\"gcbsumid_lifetime_2026-01-11\", \"gcbsumid\", \"lifetime\", \"2026-01-11\", \"# gcbsumid\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Documented plugin initialization errors within the Eliza framework.\\n  - Issues: elizaos/eliza#5407 (Fails to load @elizaos/plugin-openai and @elizaos/plugin-boot...)\", \"2026-01-11 02:04:18\"]\n[\"shuhaib112_lifetime_2026-01-11\", \"shuhaib112\", \"lifetime\", \"2026-01-11\", \"# shuhaib112\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Submitted a single-line modification.\\n  - PRs: elizaos/eliza#5421 (Create Os)\", \"2026-01-11 02:04:18\"]\n[\"XiongUp123_lifetime_2026-01-11\", \"XiongUp123\", \"lifetime\", \"2026-01-11\", \"# XiongUp123\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported failure in dependency installation process.\\n  - Issues: elizaos/eliza#5482 (Dependency installation failed with exit code 1)\", \"2026-01-11 02:04:21\"]\n[\"krishvsoni_lifetime_2026-01-11\", \"krishvsoni\", \"lifetime\", \"2026-01-11\", \"# krishvsoni\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Tooling:** Implemented a CLI-based system for validating documentation coverage, introducing 1,380 lines of code, tests, and configuration.\\n  - PRs: elizaos/eliza#5492 (feat: Implement CLI documentation coverage validation system)\", \"2026-01-11 02:04:22\"]\n[\"borisudovicic_lifetime_2026-01-11\", \"borisudovicic\", \"lifetime\", \"2026-01-11\", \"# borisudovicic\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 218 opened, 179 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\nActivity consists entirely of issue creation, focusing on task definition, feature specifications, and bug reporting within `elizaos/eliza`.\\n\\n- **Core Architecture & Infrastructure:** Defined requirements for system migration, API restructuring, and dependency updates.\\n  - Issues: elizaos/eliza#5452 (v1 to v2 character migrator), elizaos/eliza#5766 (Move to core pure), elizaos/eliza#5917 (API Redesign), elizaos/eliza#5916 (Message Bus Simplification), elizaos/eliza#5999 (Migrate All Dependencies and Plugins to Zod v4), elizaos/eliza#5910 (Runtime Cleanup), elizaos/eliza#5908 (State & Persistence), elizaos/eliza#6073 (Standardize Logging Across Core, CLI, and Server).\\n\\n- **Product Features & User Interface:** Outlined specifications for dashboard redesigns, agent building tools, and billing systems.\\n  - Issues: elizaos/eliza#6119 (Dashboard Redesign), elizaos/eliza#6258 (Rename chat assistant to \\\"Agent Builder\\\"), elizaos/eliza#6123 (Billing Page & Stripe Integration), elizaos/eliza#6126 (Authentication & Login System), elizaos/eliza#6222 (Redesign dashboard as primary landing experience), elizaos/eliza#6195 (Mobile App), elizaos/eliza#6221 (Implement guided onboarding overlays), elizaos/eliza#6305 (Public agent: Ability for user to fork public agent).\\n\\n- **Integrations & Plugins:** Requested support for external protocols, blockchains, and service gateways.\\n  - Issues: elizaos/eliza#6155 (Add Solana), elizaos/eliza#6161 (Add Farcaster + Base app support), elizaos/eliza#5814 (Analyze options for MCP Gateway), elizaos/eliza#6136 (Polymarket Plugin), elizaos/eliza#5600 (Build Zapper plugin), elizaos/eliza#5944 (Provide an option for webhooks Farcaster), elizaos/eliza#6049 (Cloud API Plugin for Framework LLMs).\\n\\n- **Documentation & Developer Experience:** Logged tasks for documentation expansion and CLI improvements.\\n  - Issues: elizaos/eliza#5939 (Developer Guides), elizaos/eliza#5860 (Refactor Eliza CLI), elizaos/eliza#5672 (Link to download whole docs in new docs site), elizaos/eliza#5936 (Documentation & Release Process), elizaos/eliza#5926 (Developer Experience), elizaos/eliza#6128 (Docs).\\n\\n- **Quality Assurance & Bug Reporting:** Reported specific UI/UX defects and functional regressions.\\n  - Issues: elizaos/eliza#6260 (Fix stale room state after character edit), elizaos/eliza#6254 (Fix sidebar hover effect), elizaos/eliza#6187 (Fix Container Deployment Bug), elizaos/eliza#5886 (Logger is broken), elizaos/eliza#6252 (Fix voices page layout on MacBook), elizaos/eliza#6243 (Fix edit mode chat suggestions triggering agent responses).\\n\\n## Contribution Patterns\\n- **Batch Creation:** Creates large clusters of related issues simultaneously (e.g., a sequence of 20+ issues covering \\\"Core\\\" refactors #5905-#5939, or a batch for UI refinements #6221-#6243).\\n- **Full-Stack Scope:** Issue definition spans low-level architectural changes (Zod migration, API redesign) to high-level product requirements (Billing, UI themes).\\n- **Lifecycle Management:** A high percentage of created issues (82%) are closed, indicating active tracking or successful delegation of the defined work.\\n- **Granular Specification:** Breaks down large features into specific, actionable items (e.g., separating \\\"Dashboard Redesign\\\" from specific component fixes like \\\"Fix Dashboard Button Pointer Event\\\").\\n\\n## Temporal Analysis\\n- **Entry:** Activity begins with plugin upgrades and v1-v2 migration tasks (Issues #5315-#5500).\\n- **Growth Phases:**\\n  - **Phase 1 (Architecture):** Focused heavily on core system stability, API design, and documentation structure (Issues #5700-#5999).\\n  - **Phase 2 (Product Expansion):** Shifted focus to user-facing features, specifically the Dashboard, Agent Builder, and Billing infrastructure (Issues #6000-#6200).\\n- **Current:** Recent activity concentrates on UI polish, public agent sharing mechanics, and specific frontend bug fixes (Issues #6250-#6354).\\n\\n## Organizational Signals\\n- **Repo Ownership:** N/A (0% code contribution).\\n- **Work Structure:** (MEDIUM) Acts as a primary source of work definition for the repository. The volume of issues suggests a role in roadmap planning or project management rather than direct implementation.\\n- **Review Dependencies:** N/A (No code reviews performed or received).\", \"2026-01-11 02:04:23\"]\n[\"david-dina_lifetime_2026-01-11\", \"david-dina\", \"lifetime\", \"2026-01-11\", \"# david-dina\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Developing support for external AI providers within the knowledge plugin architecture.\\n  - PRs: elizaos-plugins/plugin-knowledge#34 (Add Ollama as a supported provider for plugin-knowledge)\\n- **Runtime Configuration:** Documenting execution loops related to Windows default settings and local AI plugins.\\n  - Issues: elizaos/eliza#5530 (ElizaOS defaulting on Windows + plugin-local-ai loop)\", \"2026-01-11 02:04:30\"]\n[\"wookosh_lifetime_2026-01-11\", \"wookosh\", \"lifetime\", \"2026-01-11\", \"# wookosh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 82 hours\\n\\n## Contribution Domains\\n- **Build System & Configuration:** Resolved build artifact conflicts between tsup and vite, and corrected JSON logging format implementation.\\n  - PRs: elizaos/eliza#5555 (Fix: tsup build wipes vite build), elizaos/eliza#5885 (fix: LOG_JSON_FORMAT not working)\\n- **Plugin Logic & Data Integrity:** Rectified regex patterns for base64 handling and enforced unique identifiers for knowledge and memory actions within plugins.\\n  - PRs: elizaos-plugins/plugin-knowledge#18 (Fix: Bad base64 regex), elizaos-plugins/plugin-knowledge#17 (Fix: Unique Knowledge/Memory Ids)\\n- **Production Features:** Updated configuration to permit iframes when the web UI is enabled in production environments.\\n  - PRs: elizaos/eliza#5735 (allow iframes when web ui is enabled in production)\", \"2026-01-11 02:04:36\"]\n[\"claude[bot]_lifetime_2026-01-11\", \"claude[bot]\", \"lifetime\", \"2026-01-11\", \"# claude[bot]\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Modifications:**\\n  - Activity consists of 27 commits applied directly to repositories, modifying 121 files with a net change of +8759/-923 lines.\\n  - Work focuses on bugfix implementation (63%) and feature additions (22%) across various file types.\\n  - No pull requests or issue associations are recorded for these changes.\", \"2026-01-11 02:04:37\"]\n[\"QuasiPlanets_lifetime_2026-01-11\", \"QuasiPlanets\", \"lifetime\", \"2026-01-11\", \"# QuasiPlanets\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Branch Synchronization:** Submitted a request to synchronize development branches, involving modifications to 205 files with a focus on tests and documentation.\\n  - PRs: elizaos/eliza#5585 (Sync develop into develop devel)\", \"2026-01-11 02:04:37\"]\n[\"joaoCarvalho1000_lifetime_2026-01-11\", \"joaoCarvalho1000\", \"lifetime\", \"2026-01-11\", \"# joaoCarvalho1000\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and documented functional gaps in plugin response handling.\\n  - Issues: elizaos-plugins/plugin-twitter#29 (Twitter plugin not posting replies to mentions or tags)\", \"2026-01-11 02:04:38\"]\n[\"RolandOne_lifetime_2026-01-11\", \"RolandOne\", \"lifetime\", \"2026-01-11\", \"# RolandOne\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Submitted configuration changes to register a new plugin.\\n  - PRs: elizaos-plugins/registry#195 (Add plugin-fluxpoint-kg to registry)\\n\\n- **Issue Reporting:** Documented client initialization errors within the Twitter plugin environment.\\n  - Issues: elizaos-plugins/plugin-twitter#36 (Failed to create Twitter Client (1.0.14))\", \"2026-01-11 02:04:43\"]\n[\"Ovodo_lifetime_2026-01-11\", \"Ovodo\", \"lifetime\", \"2026-01-11\", \"# Ovodo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Plugin Stability:** Reported runtime errors related to client authentication and data retrieval within the Twitter plugin.\\n  - Issues: elizaos-plugins/plugin-twitter#38 (Failed to fetch Home timeline.), elizaos-plugins/plugin-twitter#31 (Twitter Client Initialization Error)\", \"2026-01-11 02:04:47\"]\n[\"jackleeio_lifetime_2026-01-11\", \"jackleeio\", \"lifetime\", \"2026-01-11\", \"# jackleeio\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 2 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Plugin Configuration & Formatting:** Reported bugs regarding environment variable logic conflicts and string parsing errors in timeline replies.\\n  - Issues: elizaos-plugins/plugin-twitter#21 (Conflict issue between TWITTER_INTERACTION_ENABLE and TWITTER...), elizaos-plugins/plugin-twitter#26 (Newlines in timeline replies are replaced with \\\\\\\\n\\\\\\\\n instead...)\", \"2026-01-11 02:04:49\"]\n[\"nccuong-vikki_lifetime_2026-01-11\", \"nccuong-vikki\", \"lifetime\", \"2026-01-11\", \"# nccuong-vikki\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Compatibility:** Identification of potential API method mismatches.\\n  - Issues: elizaos-plugins/plugin-twitter#32 (Reported elizaos calling the old method of twitter plugin)\", \"2026-01-11 02:04:54\"]\n[\"myst4_lifetime_2026-01-11\", \"myst4\", \"lifetime\", \"2026-01-11\", \"# myst4\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration:** Identified discrepancies between documentation and codebase implementation regarding environment variables.\\n  - Issues: elizaos-plugins/plugin-twitter#30 (TWITTER_MAX_INTERACTIONS_PER_RUN is documented but never used)\", \"2026-01-11 02:04:56\"]\n[\"manuelbarbas_lifetime_2026-01-11\", \"manuelbarbas\", \"lifetime\", \"2026-01-11\", \"# manuelbarbas\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Submitted configuration changes to register a new plugin within the ecosystem.\\n  - PRs: elizaos-plugins/registry#190 (Add @manuelbarbas/plugin-fair to registry)\", \"2026-01-11 02:04:59\"]\n[\"META-DREAMER_lifetime_2026-01-11\", \"META-DREAMER\", \"lifetime\", \"2026-01-11\", \"# META-DREAMER\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 13 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (1 approvals, 1 change requests, 1 comments)\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 41 hours\\n\\n## Contribution Domains\\n- **Multi-Repository Architecture:** Implemented frontend support and summarization logic for aggregating data across multiple repositories.\\n  - PRs: elizaos/elizaos.github.io#143 (Multi repo frontend), elizaos/elizaos.github.io#142 (Implement multi repo summaries), elizaos/elizaos.github.io#137 (Update contributor pipelines to handle multi-repo aggregation)\\n- **Data Ingestion & Performance:** Optimized wallet address processing and refactored data syncing mechanisms.\\n  - PRs: elizaos/elizaos.github.io#134 (Improve ingestion speed for wallet addresses), elizaos/elizaos.github.io#135 (Remove logic for wallet caching), elizaos/elizaos.github.io#129 (Improve data syncing setup to properly handle migrations)\\n- **Infrastructure & Maintenance:** Managed workflow configurations and performed large-scale code removal.\\n  - PRs: elizaos/elizaos.github.io#145 (Remove legacy scripts and data), elizaos/elizaos.github.io#132 (Remove githubService, update github.ts class to replace it), elizaos/elizaos.github.io#146 (Update workflows to work better with multirepo)\\n\\n## Contribution Patterns\\n- **Code patterns:** Executes massive codebase reductions (e.g., removing 250k+ lines in a single PR) alongside feature development.\\n- **Refactoring:** Replaces existing service classes with updated implementations rather than patching (e.g., replacing `githubService` with `github.ts`).\\n- **Workflow Integration:** Consistently pairs application logic changes with corresponding CI/CD pipeline updates, specifically for deployment triggers and parameter reduction.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in June 2025, initially focusing on wallet address fetching and ingestion performance.\\n- **Growth phases:** Scope expanded in July 2025 to cover the \\\"Multi Repo\\\" initiative, moving from backend data ingestion to frontend implementation and pipeline aggregation.\\n- **Current:** Recent activity concentrates on stabilizing workflows for the multi-repo setup and finalizing frontend integration.\\n\\n## Organizational Signals\\n- **Repo Ownership:** Holds 33% ownership of elizaos/elizaos.github.io (HIGH).\\n- **Work Structure:** Links PRs to issues 15% of the time, indicating a tendency to work outside of tracked tickets (MEDIUM).\\n- **Review Dependencies:** Primary reviewer is an automated bot (@coderabbitai), with only 1 unique reviewer total, suggesting a lack of human peer review (HIGH).\", \"2026-01-11 02:05:02\"]\n[\"superdevstar50_lifetime_2026-01-11\", \"superdevstar50\", \"lifetime\", \"2026-01-11\", \"# superdevstar50\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 85 hours\\n\\n## Contribution Domains\\n- **Plugin Registry Configuration:** Submitted configuration changes to register `plugin-desearch`.\\n  - PRs: elizaos-plugins/registry#187 (Add plugin-desearch to registry), elizaos-plugins/registry#186 (Add plugin-desearch to registry)\", \"2026-01-11 02:05:02\"]\n[\"fuhaooo_lifetime_2026-01-11\", \"fuhaooo\", \"lifetime\", \"2026-01-11\", \"# fuhaooo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Frontend Interaction:** Reported functional behavior regarding agent responsiveness in the graphical user interface.\\n  - Issues: elizaos/eliza#5617 (Agent Not Responding to Messages in Front-End GUI After Creation)\", \"2026-01-11 02:05:09\"]\n[\"Zatoryama_lifetime_2026-01-11\", \"Zatoryama\", \"lifetime\", \"2026-01-11\", \"# Zatoryama\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Opened a pull request in the repository.\\n  - PRs: elizaos/eliza#5615 (eliza)\", \"2026-01-11 02:05:10\"]\n[\"cuongpo_lifetime_2026-01-11\", \"cuongpo\", \"lifetime\", \"2026-01-11\", \"# cuongpo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Plugin Registry Configuration:** Updates to the plugin registry configuration files to register new plugins.\\n  - PRs: elizaos-plugins/registry#193 (Add plugin-coti to registry), elizaos-plugins/registry#192 (Add plugin-my to registry)\", \"2026-01-11 02:05:13\"]\n[\"lkoczorowski_lifetime_2026-01-11\", \"lkoczorowski\", \"lifetime\", \"2026-01-11\", \"# lkoczorowski\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Logic & Bug Reporting:** Identified logic errors regarding duplicate client document ID generation within the knowledge plugin.\\n  - Issues: elizaos-plugins/plugin-knowledge#16 (processKnowledgeAction: Generates the same clientDocumentId...)\", \"2026-01-11 02:05:15\"]\n[\"gnomonprime_lifetime_2026-01-11\", \"gnomonprime\", \"lifetime\", \"2026-01-11\", \"# gnomonprime\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration & Bug Reporting:** Documented failures in document processing when specific context flags are enabled.\\n  - Issues: elizaos-plugins/plugin-knowledge#26 (When CTX_KNOWLEDGE_ENABLED=true fails to process documents)\", \"2026-01-11 02:05:23\"]\n[\"Kudo-Dev-tech_lifetime_2026-01-11\", \"Kudo-Dev-tech\", \"lifetime\", \"2026-01-11\", \"# Kudo-Dev-tech\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Added configuration entry for the Kudo plugin.\\n  - PRs: elizaos-plugins/registry#179 (add kudo plugin)\", \"2026-01-11 02:05:24\"]\n[\"germashevanton_lifetime_2026-01-11\", \"germashevanton\", \"lifetime\", \"2026-01-11\", \"# germashevanton\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry Configuration:** Submitted configuration changes to register the `@elizaos/plugin-datai` plugin.\\n  - PRs: elizaos-plugins/registry#185 (@elizaos/plugin-datai added)\", \"2026-01-11 02:05:28\"]\n[\"ashuxshimra_lifetime_2026-01-11\", \"ashuxshimra\", \"lifetime\", \"2026-01-11\", \"# ashuxshimra\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 1485 hours\\n\\n## Contribution Domains\\n- **Plugin Registry Configuration:** Added the TokenMetrics plugin to the registry, involving configuration updates across 6 files.\\n  - PRs: elizaos-plugins/registry#182 (feat: add TokenMetrics plugin to registry)\", \"2026-01-11 02:05:31\"]\n[\"fenilmodi00_lifetime_2026-01-11\", \"fenilmodi00\", \"lifetime\", \"2026-01-11\", \"# fenilmodi00\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Review Activity:** Recorded 1 review comment.\\n  - *Specific repository and PR details were not available in the provided data.*\", \"2026-01-11 02:05:32\"]\n[\"1BDO_lifetime_2026-01-11\", \"1BDO\", \"lifetime\", \"2026-01-11\", \"# 1BDO\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registration:** Submitted configuration changes to register a new plugin within the ecosystem.\\n  - PRs: elizaos-plugins/registry#218 (Add plugin-delta to registry)\\n\\n- **Issue Reporting:** Opened inquiries regarding API configuration and plugin publication visibility.\\n  - Issues: elizaos/eliza#5664 (Google API configuration), elizaos/eliza#5813 (Plugin visibility inquiry), elizaos/eliza#5770 (General guidance request)\", \"2026-01-11 02:05:35\"]\n[\"microgift_lifetime_2026-01-11\", \"microgift\", \"lifetime\", \"2026-01-11\", \"# microgift\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Smart Contract Development:** Opened a tracking issue regarding autofun smart contract implementation.\\n  - Issues: elizaos/auto.fun#521 (autofun smart contract)\", \"2026-01-11 02:05:38\"]\n[\"sentdeed_lifetime_2026-01-11\", \"sentdeed\", \"lifetime\", \"2026-01-11\", \"sentdeed submitted one pull request to the elizaos/eliza repository in July 2025, addressing a spelling error via a single-line modification. This change was reviewed by ChristopherTrimboli and merged in six hours.\\n\\n# sentdeed\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Maintenance:** Corrected a spelling error within the codebase.\\n  - PRs: elizaos/eliza#5674 (fix spelling error)\", \"2026-01-11 02:05:39\"]\n[\"mandatedisrael_lifetime_2026-01-11\", \"mandatedisrael\", \"lifetime\", \"2026-01-11\", \"# mandatedisrael\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted a correction to repository documentation.\\n  - PRs: elizaos/eliza#5729 (Update README.md to fix error)\", \"2026-01-11 02:05:42\"]\n[\"hesreallyhim_lifetime_2026-01-11\", \"hesreallyhim\", \"lifetime\", \"2026-01-11\", \"# hesreallyhim\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Community Engagement:** Notified project maintainers regarding inclusion in external resource lists.\\n  - Issues: elizaos/elizaos.github.io#149 (Your project has been featured in Awesome Claude Code!)\", \"2026-01-11 02:05:46\"]\n[\"Kemystra_lifetime_2026-01-11\", \"Kemystra\", \"lifetime\", \"2026-01-11\", \"# Kemystra\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Build Infrastructure:** Reported environment setup and build execution failures.\\n  - Issues: elizaos/eliza#5734 (Eliza CLI failed to build project)\", \"2026-01-11 02:05:47\"]\n[\"rejected-l_lifetime_2026-01-11\", \"rejected-l\", \"lifetime\", \"2026-01-11\", \"# rejected-l\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance:** Updates to project configuration and licensing metadata.\\n  - PRs: elizaos/eliza#6301 (update license year to 2026), elizaos/eliza#5762 (update checkout action to v5)\", \"2026-01-11 02:05:49\"]\n[\"prestoalvarez_lifetime_2026-01-11\", \"prestoalvarez\", \"lifetime\", \"2026-01-11\", \"# prestoalvarez\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Corrected spelling errors in source code comments.\\n  - PRs: elizaos/eliza#5812 (Fix typo in runtime.ts comment: \\\"initalized\\\" \\u2192 \\\"initialized\\\")\", \"2026-01-11 02:05:51\"]\n[\"0xRabbidfly_lifetime_2026-01-11\", \"0xRabbidfly\", \"lifetime\", \"2026-01-11\", \"# 0xRabbidfly\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 4 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Telegram Plugin Media Handling:** Addressed media playback functionality, specifically targeting GIF animation failures.\\n  - PRs: elizaos-plugins/plugin-telegram#20 (Fix: GIF animations not playing in Telegram)\\n- **Issue Reporting & Documentation:** Identified API stability errors and documentation gaps regarding service tier requirements across plugins.\\n  - Issues: elizaos-plugins/plugin-twitter#40 (Clarify Documentation regarding Basic Tier), elizaos-plugins/plugin-twitter#41 (Discovery periodically returns 503 error), elizaos-plugins/plugin-knowledge#43 (Image sending/URI rendering)\", \"2026-01-11 02:05:52\"]\n[\"theSchein_lifetime_2026-01-11\", \"theSchein\", \"lifetime\", \"2026-01-11\", \"# theSchein\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Registered external integrations within the ecosystem configuration.\\n  - PRs: elizaos-plugins/registry#205 (added plugin polymarket to the registry)\", \"2026-01-11 02:05:56\"]\n[\"SavannahOz_lifetime_2026-01-11\", \"SavannahOz\", \"lifetime\", \"2026-01-11\", \"# SavannahOz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **AI Provider Integration:** Proposed integration of a new AI provider within the Eliza framework.\\n  - Issues: elizaos/eliza#5820 (Feature: Native Venice AI Provider Integration)\", \"2026-01-11 02:05:56\"]\n[\"shiedot_lifetime_2026-01-11\", \"shiedot\", \"lifetime\", \"2026-01-11\", \"# shiedot\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Open pull request titled \\\"Main\\\".\\n  - PRs: elizaos/eliza#5836 (Main)\", \"2026-01-11 02:05:59\"]\n[\"MagdiejamesNYC_lifetime_2026-01-11\", \"MagdiejamesNYC\", \"lifetime\", \"2026-01-11\", \"# MagdiejamesNYC\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identification of configuration or pathing errors.\\n  - Issues: elizaos/eliza#5856 (path not found)\", \"2026-01-11 02:06:02\"]\n[\"mmalik-al_lifetime_2026-01-11\", \"mmalik-al\", \"lifetime\", \"2026-01-11\", \"# mmalik-al\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 37 hours\\n\\n## Contribution Domains\\n- **Plugin Registry Configuration:** Updated configuration metadata to support the Hedera plugin.\\n  - PRs: elizaos-plugins/registry#212 (feat: update index.json for plugin-hedera)\", \"2026-01-11 02:06:03\"]\n[\"MozirDmitriy_lifetime_2026-01-11\", \"MozirDmitriy\", \"lifetime\", \"2026-01-11\", \"# MozirDmitriy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected broken file paths within the repository documentation.\\n  - PRs: elizaos/eliza#5866 (docs: fix broken path)\", \"2026-01-11 02:06:08\"]\n[\"objp2_lifetime_2026-01-11\", \"objp2\", \"lifetime\", \"2026-01-11\", \"# objp2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Platform Integrations:** Opened discussion regarding external platform support.\\n  - Issues: elizaos/eliza#5862 (Matrix Platform Integration)\", \"2026-01-11 02:06:10\"]\n[\"thedotmack_lifetime_2026-01-11\", \"thedotmack\", \"lifetime\", \"2026-01-11\", \"# thedotmack\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Usability:** Identified gaps in user-facing documentation for existing features.\\n  - Issues: elizaos/eliza#5857 (Web UI dashboard exists but is completely undocumented)\", \"2026-01-11 02:06:10\"]\n[\"DevGruGold_lifetime_2026-01-11\", \"DevGruGold\", \"lifetime\", \"2026-01-11\", \"DevGruGold submitted four open pull requests to `elizaos/eliza` between September and December 2025, proposing massive codebase alterations characterized by over 200,000 line deletions and 50,000 additions across 1,864 files. The contributions, none of which have been merged, concentrate on documentation, testing, and configuration updates within PRs generically titled \\\"Main\\\" and \\\"dev changes.\\\"\\n\\n# DevGruGold\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 4 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Core Repository Maintenance:** Proposed large-scale changes involving documentation, testing, and configuration updates.\\n  - PRs: elizaos/eliza#6220 (Main), elizaos/eliza#6219 (Main), elizaos/eliza#5892 (Main), elizaos/eliza#5891 (dev changes)\", \"2026-01-11 02:06:16\"]\n[\"Lexpeartha_lifetime_2026-01-11\", \"Lexpeartha\", \"lifetime\", \"2026-01-11\", \"# Lexpeartha\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Security & Asset Handling:** Proposed fixes for sanitizing DKG assets within the Eliza framework.\\n  - PRs: elizaos/eliza#5902 (fix: sanitize dkg assets)\", \"2026-01-11 02:06:19\"]\n[\"TensorNull_lifetime_2026-01-11\", \"TensorNull\", \"lifetime\", \"2026-01-11\", \"# TensorNull\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Submitted requests for CometAPI provider integration.\\n  - Issues: elizaos/eliza#5973 (Feature Request: Add CometAPI Provider Support), elizaos/eliza#6055 (Feature Request: Add CometAPI support to ElizaOS)\", \"2026-01-11 02:06:20\"]\n[\"wpoulin_lifetime_2026-01-11\", \"wpoulin\", \"lifetime\", \"2026-01-11\", \"# wpoulin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 36 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration:** Registered the Octav plugin within the system registry.\\n  - PRs: elizaos-plugins/registry#230 (Add plugin-octav to registry)\", \"2026-01-11 02:06:22\"]\n[\"anyaachan_lifetime_2026-01-11\", \"anyaachan\", \"lifetime\", \"2026-01-11\", \"# anyaachan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Performance:** Reported database query volume issues.\\n  - Issues: elizaos-plugins/plugin-farcaster#8 (Excessive PostgreSQL requests from Farcaster plugin)\", \"2026-01-11 02:06:25\"]\n[\"HongThaiPham_lifetime_2026-01-11\", \"HongThaiPham\", \"lifetime\", \"2026-01-11\", \"# HongThaiPham\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Submitted a new plugin entry to the registry configuration.\\n  - PRs: elizaos-plugins/registry#231 (Add @leopham/plugin-u2u to registry)\", \"2026-01-11 02:06:26\"]\n[\"SergiuTomus_lifetime_2026-01-11\", \"SergiuTomus\", \"lifetime\", \"2026-01-11\", \"# SergiuTomus\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Submitted configuration updates to register external plugins.\\n  - PRs: elizaos-plugins/registry#233 (Add plugin-beacon to registry)\", \"2026-01-11 02:06:29\"]\n[\"letreturn_lifetime_2026-01-11\", \"letreturn\", \"lifetime\", \"2026-01-11\", \"# letreturn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Maintenance:** Submitted corrections to codebase comments.\\n  - PRs: elizaos/eliza#6009 (chore: fix typo in comment)\", \"2026-01-11 02:06:31\"]\n[\"viktorking7_lifetime_2026-01-11\", \"viktorking7\", \"lifetime\", \"2026-01-11\", \"# viktorking7\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 240 hours\\n\\n## Contribution Domains\\n- **Documentation:** Submitted a minor correction to existing documentation.\\n  - PRs: elizaos/eliza#6000 (docs: fix typo)\", \"2026-01-11 02:06:31\"]\n[\"o-ray-o_lifetime_2026-01-11\", \"o-ray-o\", \"lifetime\", \"2026-01-11\", \"# o-ray-o\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Telegram Plugin Features:** Initiated work to support inline keyboard callback buttons, modifying utilities and type definitions to accommodate the new interaction model.\\n  - PRs: elizaos-plugins/plugin-telegram#15 (feat(telegram): add inline callback buttons to utils and type...)\", \"2026-01-11 02:06:38\"]\n[\"Neysixx_lifetime_2026-01-11\", \"Neysixx\", \"lifetime\", \"2026-01-11\", \"# Neysixx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 669 hours\\n\\n## Contribution Domains\\n- **Messaging Integrations:** Implemented document handling capabilities and enhanced message processing logic within the Telegram plugin.\\n  - PRs: elizaos-plugins/plugin-telegram#11 (feat: enhance message processing with document handling and s...)\\n- **CLI & Model Configuration:** Integrated OpenRouter embedding options into the core CLI tools.\\n  - PRs: elizaos/eliza#6142 (fix: Add openrouter embedding option in CLI)\", \"2026-01-11 02:06:43\"]\n[\"letmehateu_lifetime_2026-01-11\", \"letmehateu\", \"lifetime\", \"2026-01-11\", \"# letmehateu\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 478 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Updates to external and internal hyperlink references within the documentation structure.\\n  - PRs: elizaos/eliza#6047 (docs: fixed old and broken link), elizaos/eliza#6050 (docs: fix old links to actual)\", \"2026-01-11 02:06:43\"]\n[\"FellowTraveler_lifetime_2026-01-11\", \"FellowTraveler\", \"lifetime\", \"2026-01-11\", \"# FellowTraveler\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Application Configuration:** Opened discussion regarding default network settings.\\n  - Issues: elizaos/eliza#6051 (request to change default port 3000 to avoid conflicts)\", \"2026-01-11 02:06:45\"]\n[\"Radovenchyk_lifetime_2026-01-11\", \"Radovenchyk\", \"lifetime\", \"2026-01-11\", \"# Radovenchyk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed link connectivity issues within repository documentation.\\n  - PRs: elizaos/auto.fun#519 (docs: fixed broken link)\", \"2026-01-11 02:06:48\"]\n[\"n1n-api_lifetime_2026-01-11\", \"n1n-api\", \"lifetime\", \"2026-01-11\", \"# n1n-api\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Model Integration:** Initiated discussion regarding the addition of external model providers.\\n  - Issues: elizaos/eliza#6064 (Add n1n.ai API as a model provider)\", \"2026-01-11 02:06:54\"]\n[\"HAPPYS1NGH_lifetime_2026-01-11\", \"HAPPYS1NGH\", \"lifetime\", \"2026-01-11\", \"# HAPPYS1NGH\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Addressed navigation issues within plugin documentation.\\n  - PRs: elizaos/docs#59 (fix: broken links for plugins)\", \"2026-01-11 02:06:55\"]\n[\"douglasg14b_lifetime_2026-01-11\", \"douglasg14b\", \"lifetime\", \"2026-01-11\", \"# douglasg14b\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Maintenance:** Identified and reported broken navigation links within the documentation structure.\\n  - Issues: elizaos/eliza#6061 (Reported 404 errors for plugin links in docs)\", \"2026-01-11 02:06:56\"]\n[\"ryanmstokes_lifetime_2026-01-11\", \"ryanmstokes\", \"lifetime\", \"2026-01-11\", \"# ryanmstokes\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Quality:** Reported inaccuracies in project documentation regarding plugin usage.\\n  - Issues: elizaos/eliza#6070 (The documentation for plugins isn't correct.)\", \"2026-01-11 02:06:58\"]\n[\"kempsterrrr_lifetime_2026-01-11\", \"kempsterrrr\", \"lifetime\", \"2026-01-11\", \"# kempsterrrr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Configuration:** Reported missing configuration files for project initialization.\\n  - Issues: elizaos/eliza#6074 (Add gitignore to eliza create)\", \"2026-01-11 02:07:05\"]\n[\"schmidsi_lifetime_2026-01-11\", \"schmidsi\", \"lifetime\", \"2026-01-11\", \"# schmidsi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified dependency resolution errors during environment setup.\\n  - Issues: elizaos/eliza#6088 (Reported `Cannot find module '@anthropic-ai/claude-code'` error following installation)\", \"2026-01-11 02:07:08\"]\n[\"amlord_lifetime_2026-01-11\", \"amlord\", \"lifetime\", \"2026-01-11\", \"# amlord\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Registered the nuggets plugin within the system configuration.\\n  - PRs: elizaos-plugins/registry#236 (feat: Add nuggets plugin)\", \"2026-01-11 02:07:09\"]\n[\"Vianvolaeus_lifetime_2026-01-11\", \"Vianvolaeus\", \"lifetime\", \"2026-01-11\", \"# Vianvolaeus\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identification of frontend display errors regarding date calculations.\\n  - Issues: elizaos/elizaos.github.io#168 (Weekly Summary on profiles displaying incorrect week + date)\", \"2026-01-11 02:07:16\"]\n[\"ai16x402_lifetime_2026-01-11\", \"ai16x402\", \"lifetime\", \"2026-01-11\", \"# ai16x402\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry Configuration:** Submitting configuration updates to register external plugins focused on trading insights and Solana network scanning.\\n  - PRs: elizaos-plugins/registry#239 (Add plugin-ai16x402 to registry), elizaos-plugins/registry#238 (Add @laurabee19802025/plugin-ai16x402 - AI16z Trading Insights), elizaos-plugins/registry#237 (Add @laurabee19802025-max/plugin-kolscan)\", \"2026-01-11 02:07:19\"]\n[\"icecoins_lifetime_2026-01-11\", \"icecoins\", \"lifetime\", \"2026-01-11\", \"# icecoins\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Plugin Integration:** Implementation of media upload capabilities using Twitter API v2.\\n  - PRs: elizaos-plugins/plugin-twitter#45 (Upload media data is available with Twitter-API-v2)\", \"2026-01-11 02:07:20\"]\n[\"TrickyZark_lifetime_2026-01-11\", \"TrickyZark\", \"lifetime\", \"2026-01-11\", \"# TrickyZark\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Discussion:** Initiated inquiry regarding risk analysis metrics.\\n  - Issues: elizaos/spartan#13 (Risk-benefit ratio)\", \"2026-01-11 02:07:27\"]\n[\"otaku-x402_lifetime_2026-01-11\", \"otaku-x402\", \"lifetime\", \"2026-01-11\", \"# otaku-x402\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Initiated the registration process for a new plugin within the ecosystem.\\n  - PRs: elizaos-plugins/registry#240 (Add plugin-otaku-x402 to registry)\", \"2026-01-11 02:07:30\"]\n[\"christophwallacher-web_lifetime_2026-01-11\", \"christophwallacher-web\", \"lifetime\", \"2026-01-11\", \"# christophwallacher-web\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Logged runtime errors related to message processing services.\\n  - Issues: elizaos/eliza#6140 (Error [E.v.A] MessageBusService: Error processing messag...)\", \"2026-01-11 02:07:31\"]\n[\"humuhimi_lifetime_2026-01-11\", \"humuhimi\", \"lifetime\", \"2026-01-11\", \"# humuhimi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identification of system behavior regarding Web UI configuration and endpoint accessibility.\\n  - Issues: elizaos/eliza#6138 (Bug: Disabling Web UI blocks all endpoints)\", \"2026-01-11 02:07:41\"]\n[\"nguyennk92_lifetime_2026-01-11\", \"nguyennk92\", \"lifetime\", \"2026-01-11\", \"# nguyennk92\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Socket.io Server Infrastructure:** Developing authentication mechanisms and refining database connection handling within the Socket.io server runtime.\\n  - PRs: elizaos/eliza#6144 (feat: Socketio server add auth token), elizaos/eliza#6262 (remove reassign runtime.db to individual connection)\", \"2026-01-11 02:07:45\"]\n[\"nikatuz8-cell_lifetime_2026-01-11\", \"nikatuz8-cell\", \"lifetime\", \"2026-01-11\", \"# nikatuz8-cell\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened a ticket regarding migration processes.\\n  - Issues: elizaos/eliza#6149 (Migration)\", \"2026-01-11 02:07:45\"]\n[\"tdnupe3_lifetime_2026-01-11\", \"tdnupe3\", \"lifetime\", \"2026-01-11\", \"tdnupe3 concentrated on payment infrastructure integrations for the ElizaOS ecosystem, specifically targeting the `plugin-coinrailz` and Circle/Coinbase APIs. Work involved submitting a plugin registration pull request and documenting implementation guides via issue creation, with no merged code during this period.\\n\\n# tdnupe3\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Payment Plugins & Documentation:** Proposed integrations for micropayment services and API guides.\\n  - PRs: elizaos-plugins/registry#245 (Add plugin-coinrailz)\\n  - Issues: elizaos/eliza#6148 (Plugin Submission: Coin Railz x402 Micropayment Services), elizaos/eliza#6244 (AI Agent Payment Implementation Guide - Circle + Coinbase APIs)\", \"2026-01-11 02:07:46\"]\n[\"skurzyp_lifetime_2026-01-11\", \"skurzyp\", \"lifetime\", \"2026-01-11\", \"# skurzyp\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Documented requirements for library migration.\\n  - Issues: elizaos/eliza#6145 (Deprecation of Langchain v0.3 - migrate to langchian-classic ...)\", \"2026-01-11 02:07:52\"]\n[\"M4XGO_lifetime_2026-01-11\", \"M4XGO\", \"lifetime\", \"2026-01-11\", \"# M4XGO\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Direct code modifications focused on feature work.\\n  - Context: 2 commits modifying 5 files (+66/-112 lines) without associated pull requests or issues.\", \"2026-01-11 02:07:53\"]\n[\"TommyVeit_lifetime_2026-01-11\", \"TommyVeit\", \"lifetime\", \"2026-01-11\", \"# TommyVeit\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented potential defects regarding snapshot eligibility and wallet integration support.\\n  - Issues: elizaos/eliza#6158 (Snapshot Eligibility Issue + Tangem Wallet Connection Not Sup...)\", \"2026-01-11 02:08:00\"]\n[\"devbrett90-prog_lifetime_2026-01-11\", \"devbrett90-prog\", \"lifetime\", \"2026-01-11\", \"# devbrett90-prog\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Contributions:** No merged pull requests or code changes recorded in the provided dataset.\\n- **Code Reviews:** Recorded 1 review comment total. Specific repository targets for this review were not provided in the source data.\", \"2026-01-11 02:08:01\"]\n[\"870171594_lifetime_2026-01-11\", \"870171594\", \"lifetime\", \"2026-01-11\", \"# 870171594\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Support:** Opened inquiry regarding external API integration capabilities.\\n  - Issues: elizaos/eliza#6156 (can i use deepseek api?)\", \"2026-01-11 02:08:01\"]\n[\"joglomedia_lifetime_2026-01-11\", \"joglomedia\", \"lifetime\", \"2026-01-11\", \"# joglomedia\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **API Standards:** Initiated discussion regarding API compatibility layers.\\n  - Issues: elizaos/eliza#6168 (Add OpenAI-compatible API)\", \"2026-01-11 02:08:06\"]\n[\"todoencadena_lifetime_2026-01-11\", \"todoencadena\", \"lifetime\", \"2026-01-11\", \"# todoencadena\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Deployment Configuration:** Modifications to Telegram bot settings targeting Railway infrastructure.\\n  - PRs: elizaos/eliza#6214 (Arreglar bot de Telegram para Railway)\", \"2026-01-11 02:08:11\"]\n[\"pereslavlland_lifetime_2026-01-11\", \"pereslavlland\", \"lifetime\", \"2026-01-11\", \"# pereslavlland\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified gaps in wallet support and eligibility tracking.\\n  - Issues: elizaos/eliza#6211 (Snapshot Eligibility Issue + Tangem Wallet Connection Not Sup...)\", \"2026-01-11 02:08:12\"]\n[\"Tonyflam_lifetime_2026-01-11\", \"Tonyflam\", \"lifetime\", \"2026-01-11\", \"# Tonyflam\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 72 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Registered the OpenChat plugin within the ecosystem registry.\\n  - PRs: elizaos-plugins/registry#242 (Add @tonyflam/plugin-openchat to registry)\", \"2026-01-11 02:08:17\"]\n[\"AntoineVergne_lifetime_2026-01-11\", \"AntoineVergne\", \"lifetime\", \"2026-01-11\", \"# AntoineVergne\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration:** Registered a new plugin entry for a local Farcaster hub within the ecosystem registry.\\n  - PRs: elizaos-plugins/registry#243 (feat: add plugin-farcaster-local-hub)\", \"2026-01-11 02:08:18\"]\n[\"hellno_lifetime_2026-01-11\", \"hellno\", \"lifetime\", \"2026-01-11\", \"# hellno\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Maintenance:** Direct commit activity focused exclusively on bug fixes (100%).\\n  - Activity: 10 commits modifying 24 files.\\n  - Impact: Net line reduction (+1376/-4178 lines).\\n- **Issue Engagement:**\\n  - Activity: Commented on 2 issues.\", \"2026-01-11 02:08:19\"]\n[\"0xtechdean_lifetime_2026-01-11\", \"0xtechdean\", \"lifetime\", \"2026-01-11\", \"# 0xtechdean\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Initiated documentation updates regarding Twitter agent AVS integration.\\n  - PRs: elizaos/eliza#6265 (Cursor/twitter agent avs docs 4167)\", \"2026-01-11 02:08:24\"]\n[\"flaviobruno72_lifetime_2026-01-11\", \"flaviobruno72\", \"lifetime\", \"2026-01-11\", \"# flaviobruno72\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Submitted a report regarding potential latency or wait times.\\n  - Issues: elizaos/eliza#6267 (very long wait)\", \"2026-01-11 02:08:25\"]\n[\"prajwal-pl_lifetime_2026-01-11\", \"prajwal-pl\", \"lifetime\", \"2026-01-11\", \"# prajwal-pl\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Service Architecture:** Submitted changes to refactor message service handlers for asynchronous execution within the Eliza framework.\\n  - PRs: elizaos/eliza#6279 (feat: improve message service handlers to perform async opera...)\", \"2026-01-11 02:08:27\"]\n[\"vbkotecha_lifetime_2026-01-11\", \"vbkotecha\", \"lifetime\", \"2026-01-11\", \"# vbkotecha\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 205 hours\\n\\n## Contribution Domains\\n- **Twitter Plugin Authentication:** Implemented OAuth2 PKCE authentication mode and introduced a provider abstraction layer to enhance environment compatibility; work included substantial code additions and test coverage (30% of file types).\\n  - PRs: elizaos-plugins/plugin-twitter#46 (feat: OAuth2 PKCE auth mode + provider abstraction)\", \"2026-01-11 02:08:34\"]\n[\"kamiyo-ai_lifetime_2026-01-11\", \"kamiyo-ai\", \"lifetime\", \"2026-01-11\", \"# kamiyo-ai\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Initiated registration for a new plugin within the ecosystem.\\n  - PRs: elizaos-plugins/registry#246 (Add @kamiyo/eliza plugin)\", \"2026-01-11 02:08:35\"]\n[\"GarrickBrown_lifetime_2026-01-11\", \"GarrickBrown\", \"lifetime\", \"2026-01-11\", \"# GarrickBrown\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Stability:** Documented runtime errors within image processing workflows.\\n  - Issues: elizaos-plugins/plugin-telegram#23 (Bug: Plugin crashes with TypeError in processImage when handling inputs)\", \"2026-01-11 02:08:35\"]\n[\"takasaki404_lifetime_2026-01-11\", \"takasaki404\", \"lifetime\", \"2026-01-11\", \"# takasaki404\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Registry:** Submitted configuration to register a new router plugin.\\n  - PRs: elizaos-plugins/registry#247 (Add @zane-archer/plugin-aimo-router to registry)\", \"2026-01-11 02:08:46\"]\n[\"greptile-apps_lifetime_2026-01-11\", \"greptile-apps\", \"lifetime\", \"2026-01-11\", \"# greptile-apps\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 21 total (0 approvals, 0 change requests, 21 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Review & Discussion:** Activity is limited exclusively to code review comments and general PR commentary.\\n  - No authored pull requests or code changes recorded in the provided dataset.\", \"2026-01-11 02:08:46\"]\n[\"mizuki-kamiyo_lifetime_2026-01-11\", \"mizuki-kamiyo\", \"lifetime\", \"2026-01-11\", \"# mizuki-kamiyo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Maintenance:** Executed 2 commits modifying 2 files (+2/-1 lines).\\n  - Focus: Split evenly between bugfix work (50%) and other tasks (50%).\\n  - *No pull requests recorded.*\", \"2026-01-11 02:09:04\"]\n[\"greptile-apps_day_2026-01-11\", \"greptile-apps\", \"day\", \"2026-01-11\", \"greptile-apps: No activity today.\", \"2026-01-11T23:15:46.581Z\"]\n[\"wtfsayo_day_2026-01-11\", \"wtfsayo\", \"day\", \"2026-01-11\", \"wtfsayo: Focused on documentation work, opening PR elizaos/eliza#6356 \\\"docs: core documentation guides\\\" with 822 additions across 12 files, demonstrating a primary focus on improving documentation.\", \"2026-01-11T23:15:46.868Z\"]\n[\"madjin_day_2026-01-11\", \"madjin\", \"day\", \"2026-01-11\", \"madjin: Focused on addressing various issues, closing three in elizaos/elizaos.github.io, including a feature extension (#200), a rate limit mitigation (#73), and deployment testing (#69), while modifying 18 files with 12 commits primarily focused on other work and bug fixes.\", \"2026-01-11T23:15:46.945Z\"]\n[\"1bcMax_day_2026-01-11\", \"1bcMax\", \"day\", \"2026-01-11\", \"1bcMax: Focused on feature development, opening a significant pull request, elizaos/eliza#6355, to add a plugin-blockrun for x402 micropayments, which involved modifying 11 files with over 1000 lines of new code across code, tests, and configuration.\", \"2026-01-11T23:15:47.075Z\"]\n[\"lalalune_day_2026-01-11\", \"lalalune\", \"day\", \"2026-01-11\", \"lalalune: Focused on extensive code modifications, primarily addressing bug fixes (60%) and refactoring (20%) across various file types, with 5 commits resulting in a net reduction of 55,391 lines of code.\", \"2026-01-11T23:15:46.881Z\"]",
+  "github_extracted_data_monthly_stats_text_2026-01": "{\n  \"interval\": {\n    \"intervalStart\": \"2026-01-01T00:00:00.000Z\",\n    \"intervalEnd\": \"2026-02-01T00:00:00.000Z\",\n    \"intervalType\": \"month\"\n  },\n  \"repository\": \"elizaos/eliza\",\n  \"overview\": \"From 2026-01-01 to 2026-02-01, elizaos/eliza had 38 new PRs (22 merged), 100 new issues, and 31 active contributors.\",\n  \"topIssues\": [\n    {\n      \"id\": \"I_kwDOMT5cIs7lpxrW\",\n      \"title\": \"Can not generate project\",\n      \"author\": \"Abdulkader-Safi\",\n      \"number\": 6388,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"**Can not generate project**\\n\\nHello, I just found about this project and I followed the documention on getting started on the website https://docs.elizaos.ai/, but I am getting errors when I run elizaos create\\n\\n**To Reproduce**\\n\\nI run \\n\\n```bash\\nbun i -g elizaos\\n```\\n\\nafter that I run \\n\\n```bash\\nelizaos create\\n```\\n\\nwhat I get\\n\\n```bash\\n\u276f elizaos create\\nnode:internal/modules/esm/resolve:313\\n  return new ERR_PACKAGE_PATH_NOT_EXPORTED(\\n         ^\\n\\nError [ERR_PACKAGE_PATH_NOT_EXPORTED]: Package subpath './dist/index.js' is not defined by \\\"exports\\\" in /Users/safi/.bun/install/global/node_modules/@elizaos/cli/package.json imported from /Users/safi/.bun/install/global/node_modules/elizaos/bin/elizaos.js\\n    at exportsNotFound (node:internal/modules/esm/resolve:313:10)\\n    at packageExportsResolve (node:internal/modules/esm/resolve:660:9)\\n    at packageResolve (node:internal/modules/esm/resolve:773:12)\\n    at moduleResolve (node:internal/modules/esm/resolve:853:18)\\n    at defaultResolve (node:internal/modules/esm/resolve:983:11)\\n    at #cachedDefaultResolve (node:internal/modules/esm/loader:731:20)\\n    at ModuleLoader.resolve (node:internal/modules/esm/loader:708:38)\\n    at ModuleLoader.getModuleJobForImport (node:internal/modules/esm/loader:310:38)\\n    at ModuleJob._link (node:internal/modules/esm/module_job:182:49) {\\n  code: 'ERR_PACKAGE_PATH_NOT_EXPORTED'\\n}\\n\\nNode.js v22.21.0\\n```\\n\\n**Expected behavior**\\n\\nthe expected behavior to generate prject\\n\\n**Screenshots**\\n\\n<img width=\\\"1608\\\" height=\\\"1764\\\" alt=\\\"Image\\\" src=\\\"https://github.com/user-attachments/assets/af7d141b-295e-4d54-ba78-d9455a1f61e1\\\" />\",\n      \"createdAt\": \"2026-01-25T09:32:19Z\",\n      \"closedAt\": \"2026-01-25T13:57:54Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 6\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7jNLxv\",\n      \"title\": \"\\\"Reflection evaluator fails with 'Entity not found' - UPDATE_CONTACT requires entity initialization\\\"\",\n      \"author\": \"thewoweffect\",\n      \"number\": 6364,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"\\nVersion: 1.7.1\\nError: UPDATE_CONTACT fails with \\\"Entity not found\\\"\\nCause: ensureConnection() is not called before saving facts\\nLogs: afterSplice values + \\\"No ownership data found for world\\\"\\nProposed fix: // V reflection.ts p\u0159ed UPDATE_CONTACT\\nawait runtime.ensureConnection({\\n  entityId, roomId, userName, name, worldId, source\\n});\\n\",\n      \"createdAt\": \"2026-01-14T07:10:02Z\",\n      \"closedAt\": \"2026-01-17T06:31:52Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 2\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7mLk_h\",\n      \"title\": \"[Plugin] Integrate N8N Workflow Engine\",\n      \"author\": \"borisudovicic\",\n      \"number\": 6429,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"## Description\\n\\nIntegrate N8N workflow engine as the primary automation layer for Eliza App. N8N provides pre-built nodes for Gmail, Notion, Calendar, and hundreds of other services.\\n\\n## Acceptance Criteria\\n\\n- [ ] N8N plugin from V2 branch working in cloud\\n- [ ] Agent can generate workflow JSONs via natural language\\n- [ ] Workflows can be stored per user/tenant\\n- [ ] Execution via [N8N.io](<http://N8N.io>) or self-hosted execution server\\n- [ ] Query available nodes and expose to agent\\n\\n## Technical Notes\\n\\n**From today's meeting (Shaw):**\\n\\n* N8N plugin already exists in V2 branch - generates JSON workflows\\n* \\\"We get every single thing\\\" - Gmail, Notion, Reddit, literally every connector exists\\n* Two parts: (1) Generate JSON workflows (no sandbox needed), (2) Execute via N8N server\\n* Can use [N8N.io](<http://N8N.io>) hosted execution initially, self-host later for cost optimization\\n* Workflow generation is just JSON - can happen serverlessly\\n* Also need to pull in pre-existing workflows from GitHub (many already exist)\\n* \\\"I really think we could get this done today\\\" - Shaw\\n\\n## Architecture\\n\\n1. User says \\\"check my gmail every morning\\\"\\n2. Agent generates N8N workflow JSON\\n3. Agent requests OAuth credentials if needed\\n4. Workflow submitted to N8N execution server\\n5. Results returned to user\\n\\n## Priority\\n\\n**P0 - Core Architecture**\",\n      \"createdAt\": \"2026-01-27T18:06:08Z\",\n      \"closedAt\": null,\n      \"state\": \"OPEN\",\n      \"commentCount\": 2\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7j4-a7\",\n      \"title\": \"[Migration] Eligibility Mismatch & Snapshot Bug - Tangem Hardware Wallet\",\n      \"author\": \"Zenobow\",\n      \"number\": 6369,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"Description: I am reporting a discrepancy in my $ai16z migration eligibility. My current $ai16z holdings are consolidated in my Tangem hardware wallet. During the official snapshot on Nov 11, 2025 (11:40 UTC), this wallet held the bulk of my tokens.\\n\\nThe Problem: When I connect to the migration portal (migrate.elizafoundation.ai), the system only recognizes a small fraction (710 tokens) which were held in a separate Solflare hot-wallet at the time. My Tangem wallet's snapshot balance is not being correctly identified or synced by the portal.\\n\\nVerified On-Chain Evidence (Tangem Wallet):\\n\\nHolding Address: 2SELmng3aKdrPKad41PEZA5XAt5Hex8TCpKrwY8AX8K8\\n\\nSnapshot Balance (Nov 11): 70,000 $ai16z\\n\\nSupporting Transaction Hashes:\\n\\n4gPGjNc31yPwJrSomHEgwGAWQyJcPmgYUKw8iu4NaMTQhTgEjvdd1TdwyEphg2qfhHvqmony5kHzJFhQa6syDNWb [43,000 ai16z]\\n\\n363QaEUbGTnDVK9Uvm9xqnDaphpdSY5YaQjgdC9xi3AcbNZJpW7H7gbEvaCLL5fcSoD1PeGqwddfgXbo6pC5Jfav [17,000 ai16z]\\n\\n5KDLm7qA71yrGfUW6SxzVTWY4KxBeYxuAPiWZWTAG4Y6xMex1JbjfzAYuDWTR86oKTXMcy2WDLAdnSgagKbR9x6q [8,000 ai16z]\\n\\n36UzzHTLVVN6xsi96YWZqCApkUfA8Z9T5AuXRuBi8ti1nvpQ6aS2tgcBYbRz497dAzAkdanefBZSGYm2Qyp9TSEi [2,000 ai16z]\\n\\nRequest: Please manually verify the snapshot data for address 2SELmng3aKdrPKad41PEZA5XAt5Hex8TCpKrwY8AX8K8 and whitelist the full eligible amount for the 1:6 $ELIZAOS swap. As Tangem does not support seed phrase export and has connection issues with the portal, I need this backend update to proceed before the February 4th deadline.\\n\\nThank you for your help!\",\n      \"createdAt\": \"2026-01-16T19:31:32Z\",\n      \"closedAt\": \"2026-01-22T17:10:29Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 1\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7luPUF\",\n      \"title\": \"Opus - pro and Ultra - sonnet? Is this right?\",\n      \"author\": \"borisudovicic\",\n      \"number\": 6390,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"<img src=\\\"https://uploads.linear.app/186bdefa-3633-464a-80cd-6e86fe765a5c/8d55523c-5687-4d33-874b-56ccc0a144a9/49d06c42-8a5c-47f2-8a51-bb35e4cd7402?signature=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJwYXRoIjoiLzE4NmJkZWZhLTM2MzMtNDY0YS04MGNkLTZlODZmZTc2NWE1Yy84ZDU1NTIzYy01Njg3LTRkMzMtODc0Yi01NmNjYzBhMTQ0YTkvNDlkMDZjNDItOGE1Yy00N2YyLThhNTEtYmIzNWU0Y2Q3NDAyIiwiaWF0IjoxNzY5Mzg3ODU0LCJleHAiOjE4MDA5NTg0MTR9.hqnbsSfTlg8vQwp8j7uxKFRy836mT0UGVVh0tpGHDaA \\\" alt=\\\"Screenshot 2026-01-26 at 00.36.55.png\\\" width=\\\"391\\\" data-linear-height=\\\"249\\\" />\",\n      \"createdAt\": \"2026-01-26T00:37:35Z\",\n      \"closedAt\": null,\n      \"state\": \"OPEN\",\n      \"commentCount\": 1\n    }\n  ],\n  \"topPRs\": [\n    {\n      \"id\": \"PR_kwDOMT5cIs68XpPS\",\n      \"title\": \"V2.0.0\",\n      \"author\": \"lalalune\",\n      \"number\": 6351,\n      \"body\": \"This is  a working branch of elizaOS v2.0.0\\r\\n\\r\\nCritically, this removes app, server, CLI and all non-essentials. Instead, we focus on runtime in Rust, Typescript, with critical plugins ported as well\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-01-09T17:06:10Z\",\n      \"mergedAt\": null,\n      \"additions\": 1503011,\n      \"deletions\": 295897\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs680DbX\",\n      \"title\": \"fix(v2.0.0): Python example testing & fixes\",\n      \"author\": \"odilitime\",\n      \"number\": 6358,\n      \"body\": \"- Add Python quickstart documentation (docs/python-quickstart.md)\\r\\n- Fix chat example to include inmemorydb plugin for database support\\r\\n- Add dotenv loading to chat example for .env file support\\r\\n- Fix inmemorydb plugin to use proper Plugin class instead of dict\\r\\n- Fix inmemorydb adapter to accept params dict in get_memories()\\r\\n- Fix inmemorydb adapter to handle Pydantic models in create_memory/update_memory\\r\\n- Fix character provider to use getattr for optional attributes\\r\\n- Add get_available_actions() method to AgentRuntime\\r\\n- Add get_entity() alias method to AgentRuntime\\r\\n- Update get_memories() to accept keyword arguments\\r\\n\\r\\nThe Python port had issues because:\\r\\nPlugin export - was a dict instead of Plugin object\\r\\nMethod signatures - expected dicts but got Pydantic models\\r\\nNo type enforcement - Python doesn't catch these at compile time\\r\\nThe Rust type system prevents these bugs automatically. The Python fixes we made bring it to parity with the working Rust implementation.\\r\\n\\r\\n# Risks\\r\\n\\r\\nMedium\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nFix examples/chat/python\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nBug fixes (non-breaking change which fixes an issue)\\r\\n\\r\\n## Why are we doing this? Any context or related work?\\r\\nReview\\r\\n\\r\\n# Documentation changes needed?\\r\\n\\r\\nmaybe\\r\\n\\r\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> Introduces true streaming and stabilizes Python runtime/plugins, plus major example and training additions.\\n> \\n> - Adds streaming text APIs: new `ModelType.TEXT_*_STREAM`, `AgentRuntime.use_model_stream()`/`register_streaming_model()`, and `DefaultMessageService.handle_message_stream()` with `StreamingMessageResult`\\n> - OpenAI plugin implements streaming handlers; core exports updated to include streaming types\\n> - Fixes `plugin-inmemorydb`: converted to proper `Plugin`, adapter now accepts `params`/kwargs, handles Pydantic models (camelCase keys), and corrects pagination/filters\\n> - Hardens character provider to safely access optional fields via `getattr`\\n> - AgentRuntime enhancements: `get_available_actions()`, `get_entity()` alias, `get_memories()` kwargs support\\n> - A2A FastAPI server uses true token-by-token SSE streaming and includes `inmemorydb`; requirements updated\\n> - Chat example loads `.env` and includes `inmemorydb` plugin\\n> - ART Tic\u2011Tac\u2011Toe: adds heuristic agent, refines config (`opponent`, `ai_player`), winner/draw handling, and CLI updates\\n> - New Atropos TextWorld package: environment/agents, trajectory + tokenizer tooling, offline data generation, BaseEnv factory, and CLI; README expanded\\n> - Core Python README and example docs updated for setup and usage\\n> \\n> <sup>Written by [Cursor Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit 21f8c31fc22b7778f998d85c754ee82a0a8e2253. This will update automatically on new commits. Configure [here](https://cursor.com/dashboard?tab=bugbot).</sup>\\n<!-- /CURSOR_SUMMARY -->\\n\\n\\r\\n\\r\\n<!-- greptile_comment -->\\r\\n\\r\\n<h2>Greptile Overview</h2>\\r\\n\\r\\n### Greptile Summary\\r\\n\\r\\nThis PR fixes the Python chat example and inmemorydb plugin to work together, adds Python quickstart documentation, and improves Character attribute handling. The changes include:\\r\\n\\r\\n**Key Improvements:**\\r\\n- Adds comprehensive Python quickstart documentation with examples\\r\\n- Fixes inmemorydb plugin to use proper Plugin class instead of dict\\r\\n- Enhances inmemorydb adapter to handle Pydantic models in create_memory/update_memory\\r\\n- Updates character provider to safely access optional attributes with getattr()\\r\\n- Adds dotenv support to chat example for .env file loading\\r\\n- Adds useful helper methods to AgentRuntime (get_available_actions, get_entity alias)\\r\\n- Enhances get_memories() to accept keyword arguments\\r\\n\\r\\n**Critical Issues Found:**\\r\\n1. **Bug in adapter.py line 329**: The update_memory() method references the wrong variable name (`memory` instead of `memory_dict`), which will cause AttributeError when processing Pydantic models\\r\\n2. **Bug in character.py lines 70-73**: Inconsistent attribute access - uses getattr() in function body but direct access in return data dict, causing AttributeError for optional attributes\\r\\n3. **Missing dependency in chat.py**: Imports python-dotenv but it's not in requirements.txt\\r\\n4. **Incomplete documentation**: Quickstart guide doesn't include inmemorydb plugin installation that the chat example now requires\\r\\n\\r\\n**Impact:**\\r\\nThe bugs in adapter.py and character.py are critical and will cause runtime errors. The missing dependencies will prevent users from running the example successfully.\\r\\n\\r\\n### Confidence Score: 1/5\\r\\n\\r\\n- This PR contains critical bugs that will cause runtime failures and prevent the chat example from working\\r\\n- Score reflects two critical logic errors (wrong variable reference in adapter.py:329 and inconsistent attribute access in character.py:70-73) plus missing dependencies that will cause import errors. These issues will break the example for users and cause AttributeErrors at runtime.\\r\\n- Pay close attention to plugins/plugin-inmemorydb/python/elizaos_plugin_inmemorydb/adapter.py (line 329 bug), packages/python/elizaos/bootstrap/providers/character.py (lines 70-73 inconsistency), and examples/chat/python/chat.py (missing python-dotenv dependency)\\r\\n\\r\\n<h3>Important Files Changed</h3>\\r\\n\\r\\n\\r\\n\\r\\nFile Analysis\\r\\n\\r\\n\\r\\n\\r\\n| Filename | Score | Overview |\\r\\n|----------|-------|----------|\\r\\n| docs/python-quickstart.md | 3/5 | New documentation file added. Missing plugin-inmemorydb installation instruction that the chat example now requires. |\\r\\n| examples/chat/python/chat.py | 2/5 | Added dotenv and inmemorydb support. Missing python-dotenv dependency in requirements, which will cause import errors. |\\r\\n| packages/python/elizaos/bootstrap/providers/character.py | 2/5 | Fixed to use getattr for optional character attributes. Critical bug: return data dict directly accesses attributes without getattr, causing AttributeError. |\\r\\n| plugins/plugin-inmemorydb/python/elizaos_plugin_inmemorydb/adapter.py | 1/5 | Enhanced get_memories(), create_memory(), and update_memory() to handle Pydantic models. Critical bug in update_memory line 329: uses wrong variable name. |\\r\\n\\r\\n</details>\\r\\n\\r\\n\\r\\n\\r\\n<h3>Sequence Diagram</h3>\\r\\n\\r\\n```mermaid\\r\\nsequenceDiagram\\r\\n    participant User\\r\\n    participant chat.py\\r\\n    participant dotenv\\r\\n    participant AgentRuntime\\r\\n    participant OpenAIPlugin\\r\\n    participant InMemoryDBPlugin\\r\\n    participant InMemoryAdapter\\r\\n    participant CharacterProvider\\r\\n\\r\\n    User->>chat.py: Run python chat.py\\r\\n    chat.py->>dotenv: load_dotenv(env_path)\\r\\n    dotenv-->>chat.py: Load .env from repo root\\r\\n    \\r\\n    chat.py->>AgentRuntime: Create with character and plugins\\r\\n    AgentRuntime->>OpenAIPlugin: Initialize OpenAI plugin\\r\\n    AgentRuntime->>InMemoryDBPlugin: Initialize InMemoryDB plugin\\r\\n    InMemoryDBPlugin->>InMemoryAdapter: create_database_adapter(agent_id)\\r\\n    InMemoryAdapter-->>InMemoryDBPlugin: Return adapter instance\\r\\n    InMemoryDBPlugin->>AgentRuntime: register_database_adapter(adapter)\\r\\n    \\r\\n    AgentRuntime->>CharacterProvider: get_character_context()\\r\\n    CharacterProvider->>CharacterProvider: Use getattr() for optional attributes\\r\\n    CharacterProvider-->>AgentRuntime: Return character context\\r\\n    \\r\\n    AgentRuntime-->>chat.py: Runtime initialized\\r\\n    \\r\\n    User->>chat.py: Type message\\r\\n    chat.py->>AgentRuntime: handle_message(runtime, memory)\\r\\n    AgentRuntime->>InMemoryAdapter: get_memories(params)\\r\\n    InMemoryAdapter-->>AgentRuntime: Return memories\\r\\n    AgentRuntime->>OpenAIPlugin: Generate response\\r\\n    OpenAIPlugin-->>AgentRuntime: Return response\\r\\n    AgentRuntime->>InMemoryAdapter: create_memory(memory_dict)\\r\\n    InMemoryAdapter-->>AgentRuntime: Memory stored\\r\\n    AgentRuntime-->>chat.py: Return result\\r\\n    chat.py-->>User: Display response\\r\\n```\\r\\n\\r\\n<!-- greptile_other_comments_section -->\\r\\n\\r\\n<!-- /greptile_comment -->\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n* **New Features**\\n  * In-memory database plugin for agent memory.\\n  * Token-by-token streaming for chat responses and streaming endpoints.\\n  * Atropos data-generation, trajectory tooling, and TextWorld agent integrations.\\n  * New Tic\u2011Tac\u2011Toe AI/player options and interactive configuration.\\n\\n* **Documentation**\\n  * Expanded developer setup, examples, runnable chat walkthroughs, and new Atropos CLI flags.\\n\\n* **Other**\\n  * Updated Python packaging/requirements and repository-root .env loading for examples.\\n\\n<sub>\u270f\ufe0f Tip: You can customize this high-level summary in your review settings.</sub>\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-01-13T00:34:32Z\",\n      \"mergedAt\": \"2026-01-22T01:20:54Z\",\n      \"additions\": 17483,\n      \"deletions\": 8280\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs670Y6I\",\n      \"title\": \"fix: plugin-bootstrap (+ sql minor) actions/providers for serverId => messageServerId change\",\n      \"author\": \"odilitime\",\n      \"number\": 6333,\n      \"body\": \"# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nBug fixes (non-breaking change which fixes an issue)\\r\\n\\r\\n## Why are we doing this? Any context or related work?\\r\\n\\r\\nUser reports of 1.7.0 not working with plugin-discord 1.3.3\\r\\n\\r\\n# Documentation changes needed?\\r\\n\\r\\nMy changes do not require a change to the project documentation.\\r\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> **Adds onboarding and role management, refactors providers, and updates schema**\\n> \\n> - New `UPDATE_SETTINGS` action: extracts multiple settings, persists to `world.metadata.settings` with salting/unsalting, generates success/failure/error responses, and completes onboarding when required settings are done\\n> - New/updated `SETTINGS` provider: reads/decrypts settings from world metadata, supports onboarding (DM) vs regular contexts, and outputs concise status with guidance\\n> - New/updated `WORLD` provider: surfaces world/room/channel/participant summaries and structured channel categorization for prompts\\n> - New `UPDATE_ROLE` action: parses XML for role assignments, enforces permission rules, updates `world.metadata.roles`, and persists via `updateWorld`\\n> - Tests: comprehensive event lifecycle and reaction handling, entity join/leave, and platform-agnostic `shouldRespond` mention/reply logic\\n> - SQL: `packages/plugin-sql/src/schema/room.ts` now defines `messageServerId` as `uuid('message_server_id')` (doc/comment cleanup)\\n> \\n> <sup>Written by [Cursor Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit 25d98528e8c98217fbaa63a5e430202a575800e6. This will update automatically on new commits. Configure [here](https://cursor.com/dashboard?tab=bugbot).</sup>\\n<!-- /CURSOR_SUMMARY -->\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\n\\nCompletes the migration from deprecated `serverId` to `messageServerId` across plugin-bootstrap actions/providers and plugin-sql schema.\\n\\n**Key Changes:**\\n- Updated `packages/plugin-bootstrap/src/actions/roles.ts` validate function to check `room.messageServerId` instead of accessing `message.content.serverId`\\n- Updated logger metadata keys from `serverId` to `messageServerId` in actions/settings.ts, providers/settings.ts, and action return data in roles.ts\\n- Updated provider output in providers/world.ts to use `messageServerId` field name\\n- Updated JSDoc comment in plugin-sql schema to reflect the correct column name\\n- Updated test mocks and fixtures to use `messageServerId`\\n\\nThis PR addresses user-reported compatibility issues between eliza v1.7.0 and plugin-discord v1.3.3 by ensuring consistent use of the new `messageServerId` field name throughout the codebase. The deprecated `serverId` field still exists in the core types for backward compatibility but is no longer referenced in plugin-bootstrap or plugin-sql.\\n\\n<h3>Confidence Score: 5/5</h3>\\n\\n\\n- This PR is safe to merge with minimal risk\\n- The changes are straightforward field name updates that align with an existing migration (commit 6d1b928c). All changes are consistent, the deprecated field remains in core types for backward compatibility, and the PR only updates references in plugin-bootstrap and plugin-sql to use the new field name. The changes fix reported compatibility issues without introducing breaking changes.\\n- No files require special attention\\n\\n<h3>Important Files Changed</h3>\\n\\n\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/plugin-sql/src/schema/room.ts | Updated JSDoc comment from `serverId` to `messageServerId` to match the column definition |\\n| packages/plugin-bootstrap/src/actions/settings.ts | Updated logger metadata keys from `serverId` to `messageServerId` for consistency |\\n| packages/plugin-bootstrap/src/providers/settings.ts | Updated logger metadata key from `serverId` to `messageServerId` for consistency |\\n| packages/plugin-bootstrap/src/providers/world.ts | Updated provider output to use `messageServerId` instead of deprecated `serverId` field |\\n| packages/plugin-bootstrap/src/actions/roles.ts | Refactored validation to check room.messageServerId and updated logger/return data to use `messageServerId` |\\n\\n</details>\\n\\n\\n\\n<h3>Sequence Diagram</h3>\\n\\n```mermaid\\nsequenceDiagram\\n    participant User\\n    participant Action as Action/Provider\\n    participant Runtime\\n    participant Database\\n    \\n    Note over User,Database: serverId \u2192 messageServerId Migration Flow\\n    \\n    User->>Action: Trigger action (e.g., UPDATE_ROLE)\\n    Action->>Runtime: getRoom(roomId)\\n    Runtime->>Database: Query room table\\n    Database-->>Runtime: Return Room with messageServerId\\n    Runtime-->>Action: Room object\\n    \\n    alt Validate messageServerId exists\\n        Action->>Action: Check room.messageServerId\\n        Action->>Runtime: getWorld(worldId)\\n        Runtime->>Database: Query world\\n        Database-->>Runtime: Return World with messageServerId\\n        Runtime-->>Action: World object\\n    end\\n    \\n    Action->>Action: Process with world.messageServerId\\n    Action->>Runtime: updateWorld(world)\\n    Runtime->>Database: Update world metadata\\n    Database-->>Runtime: Success\\n    \\n    Action->>Action: Log with messageServerId key\\n    Action-->>User: Return result with messageServerId\\n    \\n    Note over Action,Database: All references to deprecated serverId<br/>updated to messageServerId\\n```\\n\\n<!-- greptile_other_comments_section -->\\n\\n<!-- /greptile_comment -->\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Breaking Changes**\\n  * Renamed field `serverId` to `messageServerId` across room and world data structures, affecting API responses and database schema. This impacts any code consuming room or world context data.\\n\\n* **Tests**\\n  * Updated test utilities and fixtures to reflect the field name change for consistency with production code.\\n\\n<sub>\u270f\ufe0f Tip: You can customize this high-level summary in your review settings.</sub>\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-01-07T01:11:56Z\",\n      \"mergedAt\": \"2026-01-07T10:46:02Z\",\n      \"additions\": 5363,\n      \"deletions\": 23\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6-HSpn\",\n      \"title\": \"V2.0.0: dynamic execution engine (test if context is going to blown)\",\n      \"author\": \"odilitime\",\n      \"number\": 6384,\n      \"body\": \"Redo #6113 for 2.0.0, first pass\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> Introduces a validation-aware, schema-driven prompt execution path and applies it across runtimes and message flows.\\n> \\n> - Adds `dynamic_prompt_exec_from_state`/`dynamicPromptExecFromState` (TS/Python/Rust) with per-field/checkpoint UUID validation codes, required-field checks, and retry with backoff; supports XML/JSON\\n> - Refactors message handling (should-respond, single-shot, multi-step decision, final summary) to use structured schemas instead of ad-hoc parsing\\n> - Implements streaming support in TS with `ValidationStreamExtractor`, `MarkableExtractor`, and streaming context helpers; emits rich `StreamEvent`s\\n> - Introduces shared types: `SchemaRow`, `RetryBackoffConfig`, `StreamEvent(Type)` in Python/Rust/TS type modules\\n> - Adds XML parsing utilities (nested-safe) and normalizes structured responses; basic templating in Rust, Handlebars in TS\\n> - Exposes validation level configuration (0\u20133) and model selection; defaults to large text models\\n> \\n> <sup>Written by [Cursor Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit 1e447bbc005cbad715eb819aba27eb35b54aa5b8. This will update automatically on new commits. Configure [here](https://cursor.com/dashboard?tab=bugbot).</sup>\\n<!-- /CURSOR_SUMMARY -->\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **New Features**\\n  * Added dynamic prompt execution with state injection and schema-driven validation.\\n  * Enabled validation-aware streaming with configurable validation levels (0-3).\\n  * Introduced built-in retry logic with exponential backoff for improved resilience.\\n  * Support for structured output validation across JSON and XML formats.\\n  * Per-field and checkpoint-level validation for enhanced data integrity.\\n\\n<sub>\u270f\ufe0f Tip: You can customize this high-level summary in your review settings.</sub>\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\n\\nIntroduces `dynamicPromptExecFromState()` across Python, Rust, and TypeScript runtimes to provide schema-driven prompt execution with context validation via UUID codes. The implementation detects when LLMs truncate output due to limited context windows by injecting validation codes at strategic positions (start/middle/end or per-field). Supports four validation levels (0=trusted to 3=full), exponential backoff retries, and optional validation-aware streaming via `ValidationStreamExtractor`.\\n\\n**Key changes:**\\n- Cross-language API consistency for dynamic prompt execution with state injection\\n- Validation code system to detect context overflow (4 levels: trusted, progressive, checkpoint, full)\\n- Streaming integration with progressive validation and retry support\\n- Schema-based structured output parsing (XML/JSON) with required field validation\\n- Performance metrics tracking per model+schema combination (TypeScript only)\\n- Comprehensive type definitions (`SchemaRow`, `RetryBackoffConfig`, `StreamEvent`)\\n\\n**Critical issues in Python implementation:**\\n- Callable prompt invocation wraps state incorrectly (`{\\\"state\\\": state}` vs direct state access)\\n- Template substitution assumes `state.values` has dynamic attributes accessible via `dir()`, incompatible with protobuf State\\n- XML parsing regex `\\\\w+` won't match validation field names with underscores like `code_text_start`\\n\\n**Minor issues:**\\n- Rust template rendering uses basic string replacement instead of full Handlebars compiler\\n- TypeScript `_smartRetryContext` deletion during retry loop prevents reuse on subsequent attempts\\n- ValidationStreamExtractor abort handling may leave inconsistent state\\n\\n<h3>Confidence Score: 3/5</h3>\\n\\n\\n- Python implementation has runtime errors that will break production usage; TypeScript and Rust implementations are safer but need testing\\n- Score reflects critical logical errors in Python (3 bugs that will cause runtime failures), plus architecture differences across languages. TypeScript implementation is most complete with metrics and full Handlebars support. Python bugs must be fixed before merge to avoid breaking callers.\\n- `packages/python/elizaos/runtime.py` requires immediate fixes for callable invocation, state.values access pattern, and XML regex. Test the Python implementation thoroughly before merging.\\n\\n<h3>Important Files Changed</h3>\\n\\n\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/python/elizaos/runtime.py | Adds `dynamic_prompt_exec_from_state` with validation codes and retry logic; has critical bugs in callable invocation, state.values access, and XML parsing regex |\\n| packages/rust/src/runtime.rs | Implements `dynamic_prompt_exec_from_state` with validation and retry; template rendering is basic string replacement vs full Handlebars |\\n| packages/typescript/src/runtime.ts | Implements `dynamicPromptExecFromState` with metrics, streaming, and validation; minor issue with `_smartRetryContext` deletion timing |\\n| packages/typescript/src/utils/streaming.ts | Implements validation-aware streaming with multiple extractor types; minor state inconsistency on abort signal |\\n\\n</details>\\n\\n\\n\\n<h3>Sequence Diagram</h3>\\n\\n```mermaid\\nsequenceDiagram\\n    participant Client\\n    participant Runtime\\n    participant ValidationExtractor\\n    participant LLM\\n    participant Parser\\n\\n    Client->>Runtime: dynamicPromptExecFromState(state, schema, options)\\n    \\n    Note over Runtime: Generate validation codes<br/>(UUID snippets)\\n    \\n    Runtime->>Runtime: Build extended schema<br/>with validation fields\\n    \\n    Runtime->>Runtime: Inject codes into prompt<br/>(initial, middle, end)\\n    \\n    Runtime->>Runtime: Compile template with<br/>Handlebars/state values\\n    \\n    alt Streaming enabled\\n        Runtime->>ValidationExtractor: Create extractor<br/>(level, schema, codes)\\n    end\\n    \\n    loop Retry attempts (0 to maxRetries)\\n        Runtime->>LLM: Generate text with prompt\\n        \\n        alt Streaming\\n            loop Stream chunks\\n                LLM-->>ValidationExtractor: chunk\\n                ValidationExtractor->>ValidationExtractor: Extract field content\\n                ValidationExtractor->>ValidationExtractor: Check per-field codes<br/>(level 0-1)\\n                ValidationExtractor-->>Client: Stream validated content\\n            end\\n        else Non-streaming\\n            LLM-->>Runtime: Complete response\\n        end\\n        \\n        Runtime->>Runtime: Clean response<br/>(remove <think> tags)\\n        \\n        Runtime->>Parser: Parse XML/JSON response\\n        Parser-->>Runtime: Parsed fields object\\n        \\n        Runtime->>Runtime: Normalize structured response\\n        \\n        alt Validation level 0-1\\n            loop For each field with code\\n                Runtime->>Runtime: Check start/end codes match\\n            end\\n        else Validation level 2-3\\n            Runtime->>Runtime: Check checkpoint codes<br/>(one_initial, one_middle, etc)\\n        end\\n        \\n        Runtime->>Runtime: Validate required fields<br/>are present and non-empty\\n        \\n        alt All validations pass\\n            alt Streaming (level 2-3)\\n                Runtime->>ValidationExtractor: flush()\\n                ValidationExtractor-->>Client: Buffered content\\n            end\\n            Runtime->>Runtime: Remove validation code fields\\n            Runtime->>Runtime: Update success metrics\\n            Runtime-->>Client: Return parsed response\\n        else Validation fails\\n            alt Has retries remaining\\n                Runtime->>Runtime: Calculate backoff delay\\n                Runtime->>Runtime: Wait for backoff\\n                Note over Runtime: Loop continues with retry\\n            else No retries left\\n                Runtime->>Runtime: Update failure metrics\\n                Runtime-->>Client: Return null\\n            end\\n        end\\n    end\\n```\\n\\n<!-- greptile_other_comments_section -->\\n\\n<!-- /greptile_comment -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-01-20T02:29:59Z\",\n      \"mergedAt\": null,\n      \"additions\": 4309,\n      \"deletions\": 1591\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6gRJJ1\",\n      \"title\": \"feature/docker starter\",\n      \"author\": \"bealers\",\n      \"number\": 5670,\n      \"body\": \"# Docker Infrastructure for elizaOS - foundation stage\\r\\n\\r\\nAdds Docker support with CLI integration and organized target structure for both starter projects and monorepo development.\\r\\n\\r\\n## New Commands\\r\\n\\r\\n```bash\\r\\n# Development with hot reload\\r\\nelizaos dev --docker\\r\\n\\r\\n# Production deployment  \\r\\nelizaos start --docker\\r\\n```\\r\\n\\r\\n## How It Works\\r\\n\\r\\n### Starter Project Context\\r\\nWhen using `elizaos create my-project`, the generated project includes Docker configs:\\r\\n\\r\\n```bash\\r\\nelizaos create my-project\\r\\ncd my-project\\r\\nelizaos dev --docker    # Starts containerized dev environment\\r\\nelizaos start --docker  # Starts production-ready container\\r\\n```\\r\\n\\r\\n**Benefits:**\\r\\n- **Consistent environments** across team members\\r\\n- **No local dependency conflicts** (Node versions, system packages)\\r\\n- **One-command setup** for new developers\\r\\n- **Production-like testing** locally\\r\\n\\r\\n### Monorepo Context\\r\\nFor ElizaOS core development, use organized Docker targets:\\r\\n\\r\\n```bash\\r\\n# Development\\r\\ncd docker/targets/dev && docker-compose up\\r\\n\\r\\n# Production\\r\\ncd docker/targets/prod && docker-compose up\\r\\n\\r\\n# Documentation\\r\\ncd docker/targets/docs && docker-compose up\\r\\n```\\r\\n## Structure\\r\\n\\r\\n```\\r\\ndocker/targets/\\r\\n\u251c\u2500\u2500 dev/     # Development: hot reload, debug ports, volume mounting\\r\\n\u251c\u2500\u2500 prod/    # Production: optimized builds, health checks, PostgreSQL\\r\\n\u2514\u2500\u2500 docs/    # Documentation: fast nginx serving\\r\\n```\\r\\n\\r\\n## Testing\\r\\n\\r\\n```bash\\r\\ncd docker/tests && bun test\\r\\n\\r\\n# Test CLI integration\\r\\nelizaos create test-project\\r\\ncd test-project\\r\\nelizaos dev --docker\\r\\n```\\r\\n\\r\\n## Compatibility\\r\\n\\r\\n- No breaking changes\\r\\n- TEE functionality preserved (`tee-docker-compose.yaml`)\\r\\n- Project starter templates include Docker configs \\r\\n\\r\\n## Next\\r\\n\\r\\n- reduce prod image size futher, use `docker-slim`\\r\\n- take prod image and apply to docker registry\\r\\n- build out `elizaos deploy`, or similar\\r\\n- document popular providers, Railway, Digital Ocean, Hetzner\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-07-23T13:15:34Z\",\n      \"mergedAt\": null,\n      \"additions\": 4053,\n      \"deletions\": 177\n    }\n  ],\n  \"codeChanges\": {\n    \"additions\": 25706,\n    \"deletions\": 8753,\n    \"files\": 269,\n    \"commitCount\": 379\n  },\n  \"completedItems\": [\n    {\n      \"title\": \"refactor(default-message-service): optimize provider handling in MultiStep\",\n      \"prNumber\": 6263,\n      \"type\": \"refactor\",\n      \"body\": \"# Risks\\r\\n\\r\\nLow. The change only affects the internal execution order of providers in multi-step mode. All providers still execute and return results - just faster.\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nConverts sequential provider \",\n      \"files\": [\n        \".env.example\",\n        \"packages/cli/tests/test-timeouts.ts\",\n        \"packages/core/src/__tests__/message-service.test.ts\",\n        \"packages/core/src/services/default-message-service.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat(core): enhance multi-step workflow with retry logic and parameter extraction\",\n      \"prNumber\": 6286,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\n\\nEnhances multi-step workflows with retry logic and parameter extraction capabilities.\\n\\n### Changes\\n\\n- **Retry logic for XML parsing**: Multi-step workflows now retry parsing up to 5 times (configurable via `MULTISTEP_PARSE_RETRI\",\n      \"files\": [\n        \"packages/core/src/prompts.ts\",\n        \"packages/core/src/services/default-message-service.ts\",\n        \"packages/plugin-bootstrap/src/__tests__/multi-step.test.ts\",\n        \"packages/plugin-bootstrap/src/providers/actions.ts\",\n        \"packages/core/src/runtime.ts\",\n        \".cursor\",\n        \"examples/tsconfig.json\",\n        \"packages/core/src/__tests__/streaming-context.test.ts\",\n        \"packages/core/src/streaming-context.ts\",\n        \"packages/core/src/types/streaming.ts\",\n        \"packages/core/src/utils/streaming.ts\",\n        \"packages/cli/tests/unit/characters/README.md\",\n        \"bun.lock\",\n        \"lerna.json\",\n        \"packages/api-client/package.json\",\n        \"packages/app/package.json\",\n        \"packages/cli/package.json\",\n        \"packages/cli/src/commands/deploy/utils/docker-build.ts\",\n        \"packages/client/package.json\",\n        \"packages/client/src/components/chat.tsx\",\n        \"packages/config/package.json\",\n        \"packages/core/package.json\",\n        \"packages/core/src/__tests__/runtime.test.ts\",\n        \"packages/elizaos/package.json\",\n        \"packages/plugin-bootstrap/package.json\",\n        \"packages/plugin-bootstrap/src/__tests__/test-utils.ts\",\n        \"packages/plugin-bootstrap/src/actions/roles.ts\",\n        \"packages/plugin-bootstrap/src/providers/settings.ts\",\n        \"packages/plugin-dummy-services/package.json\",\n        \"packages/plugin-quick-starter/package.json\",\n        \"packages/plugin-sql/package.json\",\n        \"packages/plugin-sql/src/__tests__/integration/base-adapter-methods.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/entity-crud.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/memory.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/world.test.ts\",\n        \"packages/plugin-sql/src/__tests__/migration/migration-before-1.6.5.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/utils.test.ts\",\n        \"packages/plugin-sql/src/base.ts\",\n        \"packages/plugin-sql/src/neon/adapter.ts\",\n        \"packages/plugin-sql/src/pg/adapter.ts\",\n        \"packages/plugin-sql/src/pglite/adapter.ts\",\n        \"packages/plugin-starter/package.json\",\n        \"packages/project-starter/package.json\",\n        \"packages/project-starter/src/character.ts\",\n        \"packages/project-tee-starter/package.json\",\n        \"packages/server/package.json\",\n        \"packages/server/src/__tests__/unit/api/agents-runs.test.ts\",\n        \"packages/server/src/api/agents/runs.ts\",\n        \"packages/server/src/api/index.ts\",\n        \"packages/server/src/api/memory/rooms.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: Enable hot reload for backend development\",\n      \"prNumber\": 6293,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nImplements comprehensive hot reload functionality for backend development. When TypeScript files in watched packages are modified, the system automatically rebuilds the CLI and restarts the server with health verification.\\n\\nPrev\",\n      \"files\": [\n        \"scripts/__tests__/dev-watch.test.ts\",\n        \"scripts/dev-watch.js\"\n      ]\n    },\n    {\n      \"title\": \"feat: unified hooks with multi-transport support (HTTP/SSE/WebSocket)\",\n      \"prNumber\": 6300,\n      \"type\": \"feature\",\n      \"body\": \"This PR introduces unified client hooks with multi-transport support and aligns transport naming between `api-client` and `server` packages.\\r\\n\\r\\n### Key Changes\\r\\n\\r\\n**Client Hooks (packages/client)**\\r\\n- New `useElizaChat` hook - unified inter\",\n      \"files\": [\n        \"packages/api-client/src/__tests__/services/sessions.test.ts\",\n        \"packages/api-client/src/services/sessions.ts\",\n        \"packages/api-client/src/types/sessions.ts\",\n        \"packages/client/src/components/agent-card.cy.tsx\",\n        \"packages/client/src/components/agent-card.tsx\",\n        \"packages/client/src/components/agent-log-viewer.tsx\",\n        \"packages/client/src/components/agent-sidebar.tsx\",\n        \"packages/client/src/components/chat.tsx\",\n        \"packages/client/src/components/profile-overlay.tsx\",\n        \"packages/client/src/components/server-management.tsx\",\n        \"packages/client/src/hooks/__tests__/use-dm-channels.test.ts\",\n        \"packages/client/src/hooks/__tests__/use-http-chat.test.ts\",\n        \"packages/client/src/hooks/__tests__/use-sse-chat.test.ts\",\n        \"packages/client/src/hooks/index.ts\",\n        \"packages/client/src/hooks/use-agent-management.ts\",\n        \"packages/client/src/hooks/use-elevenlabs-voices.ts\",\n        \"packages/client/src/hooks/use-eliza-chat.ts\",\n        \"packages/client/src/hooks/use-eliza.ts\",\n        \"packages/client/src/hooks/use-http-chat.ts\",\n        \"packages/client/src/hooks/use-query-hooks.ts\",\n        \"packages/client/src/hooks/use-socket-chat.ts\",\n        \"packages/client/src/hooks/use-sse-chat.ts\",\n        \"packages/client/src/lib/api-type-mappers.ts\",\n        \"packages/client/src/lib/utils.ts\",\n        \"packages/client/src/routes/agent-detail.tsx\",\n        \"packages/client/src/routes/agent-list.tsx\",\n        \"packages/client/src/routes/agent-settings.tsx\",\n        \"packages/client/src/routes/chat.tsx\",\n        \"packages/client/src/routes/home.tsx\",\n        \"packages/client/src/types.ts\",\n        \"packages/client/src/types/index.ts\",\n        \"packages/server/src/__tests__/fixtures/socketio-client.fixture.ts\",\n        \"packages/server/src/__tests__/integration/http-transport.test.ts\",\n        \"packages/server/src/__tests__/integration/socketio-infrastructure.test.ts\",\n        \"packages/server/src/__tests__/integration/sse-transport.test.ts\",\n        \"packages/server/src/__tests__/integration/websocket-transport.test.ts\",\n        \"packages/server/src/__tests__/unit/api/channels-mode.test.ts\",\n        \"packages/server/src/__tests__/unit/api/response-handlers.test.ts\",\n        \"packages/server/src/__tests__/unit/api/sessions.test.ts\",\n        \"packages/server/src/__tests__/unit/features/socketio-router.test.ts\",\n        \"packages/server/src/api/messaging/channels.ts\",\n        \"packages/server/src/api/messaging/sessions.ts\",\n        \"packages/server/src/api/shared/constants.ts\",\n        \"packages/server/src/api/shared/response-handlers.ts\",\n        \"packages/server/src/api/shared/validation.ts\",\n        \"packages/server/src/index.ts\",\n        \"packages/server/src/socketio/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"chore(license): update year to 2026\",\n      \"prNumber\": 6301,\n      \"type\": \"other\",\n      \"body\": \"Annual copyright year update.\\n\\n- Updated year: 2025 -> 2026\\n- Files affected: LICENSE\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\n\\nUpdated the copyright year in the MIT License from 2025 to 2026. This is a standard annual mainten\",\n      \"files\": [\n        \"LICENSE\"\n      ]\n    },\n    {\n      \"title\": \"fix(plugin-sql): use sql.raw() for SET LOCAL to avoid parameterizatio\u2026\",\n      \"prNumber\": 6316,\n      \"type\": \"bugfix\",\n      \"body\": \"PostgreSQL SET commands do not support parameterized queries. The previous\\r\\nimplementation used Drizzle's sql tagged template which auto-parameterizes\\r\\nvalues, causing \\\"syntax error at or near $1\\\" when ENABLE_DATA_ISOLATION=true.\\r\\n\\r\\n- Chang\",\n      \"files\": [\n        \"packages/plugin-sql/src/__tests__/integration/postgres/withEntityContext.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pg/manager.test.ts\",\n        \"packages/plugin-sql/src/pg/manager.ts\"\n      ]\n    },\n    {\n      \"title\": \"test(plugin-sql): use withEntityContext in RLS tests + isolation in CI\",\n      \"prNumber\": 6330,\n      \"type\": \"tests\",\n      \"body\": \"## Summary\\r\\n\\r\\n- Use `withEntityContext()` in RLS tests instead of raw `pg.Client`\\r\\n- Add `ENABLE_DATA_ISOLATION=true` to CI\\r\\n- Remove redundant `withEntityContext.test.ts`\\r\\n\\r\\nEnsures CI catches the `$1` parameterization bug if it regresses.\",\n      \"files\": [\n        \".github/workflows/plugin-sql-tests.yaml\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-entity.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/withEntityContext.test.ts\",\n        \"packages/plugin-sql/scripts/init-test-db.sql\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/withIsolationContext.test.ts\",\n        \"packages/plugin-sql/src/__tests__/migration/migration-before-1.6.5.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(ci): allow cursor bot to trigger Claude workflows\",\n      \"prNumber\": 6328,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- Add `allowed_bots: \\\"cursor\\\"` to `claude-code-review.yml` and `claude.yml`\\n- Add `github.actor != 'cursor[bot]'` condition to `claude-security-review.yml` (this action doesn't support the `allowed_bots` parameter)\\n\\nFixes workflo\",\n      \"files\": [\n        \".github/workflows/claude-code-review.yml\",\n        \".github/workflows/claude-security-review.yml\",\n        \".github/workflows/claude.yml\"\n      ]\n    },\n    {\n      \"title\": \"feat(ci): upgrade Claude workflows with Opus 4.5 and add security/maintenance jobs\",\n      \"prNumber\": 6324,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\n\\nThis PR upgrades all Claude-powered CI workflows to use stable v1 action and Opus 4.5 model, plus adds two new automated workflows.\\n\\n## Changes\\n\\n### \ud83d\udd04 Updated: `claude.yml` (interactive @claude mentions)\\n\\n| Change | Before | Af\",\n      \"files\": [\n        \".github/workflows/claude-code-review.yml\",\n        \".github/workflows/claude-security-review.yml\",\n        \".github/workflows/claude.yml\",\n        \".github/workflows/weekly-maintenance.yml\"\n      ]\n    },\n    {\n      \"title\": \"fix(plugin-sql): add pool config, error handler, and fix PGLite shutdown\",\n      \"prNumber\": 6323,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nFixes critical issues in plugin-sql that could cause runtime crashes and connection problems.\\n\\n### Changes\\n\\n1. **Fix `null as T` return** (`pglite/adapter.ts`)\\n   - Throw error instead of returning null cast as generic type T\\n  \",\n      \"files\": [\n        \"packages/plugin-sql/src/__tests__/unit/pg/adapter.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pg/manager.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pglite/adapter.test.ts\",\n        \"packages/plugin-sql/src/pg/adapter.ts\",\n        \"packages/plugin-sql/src/pg/manager.ts\",\n        \"packages/plugin-sql/src/pglite/adapter.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(plugin-sql): skip pgcrypto extension for PGLite\",\n      \"prNumber\": 6339,\n      \"type\": \"bugfix\",\n      \"body\": \"- Skip installing `pgcrypto` extension for PGLite/development databases\\r\\n- PGLite uses native `gen_random_uuid()` and doesn't support pgcrypto\\r\\n- Eliminates unnecessary warning logs\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\n\\nTh\",\n      \"files\": [\n        \"packages/plugin-sql/src/runtime-migrator/runtime-migrator.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: plugin-bootstrap (+ sql minor) actions/providers for serverId => messageServerId change\",\n      \"prNumber\": 6333,\n      \"type\": \"bugfix\",\n      \"body\": \"# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nBug fixes (non-breaking change which fixes an issue)\\r\\n\\r\\n## Why are we doing this? Any context or related work?\\r\\n\\r\\nUser reports of 1.7.0 not wor\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/plugin-bootstrap/src/__tests__/logic.test.ts\",\n        \"packages/plugin-bootstrap/src/__tests__/test-utils.ts\",\n        \"packages/plugin-bootstrap/src/actions/roles.ts\",\n        \"packages/plugin-bootstrap/src/actions/settings.ts\",\n        \"packages/plugin-bootstrap/src/providers/settings.ts\",\n        \"packages/plugin-bootstrap/src/providers/world.ts\",\n        \"packages/plugin-sql/src/schema/room.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat(plugin-sql): add Neon serverless support & improve RLS security\",\n      \"prNumber\": 6343,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\r\\n\\r\\nThis PR introduces several improvements to the plugin-sql package focused on security, clarity, and Neon serverless database support.\\r\\n\\r\\n### Key Changes\\r\\n\\r\\n1. **Neon Serverless Support** - Added dedicated adapter and connectio\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/plugin-sql/package.json\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-entity.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-logs.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-message-server-agents.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/rls-server.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres/withIsolationContext.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/entity-rls.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/index.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pg/adapter.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/pg/manager.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/utils.test.ts\",\n        \"packages/plugin-sql/src/base.ts\",\n        \"packages/plugin-sql/src/index.node.ts\",\n        \"packages/plugin-sql/src/neon/adapter.ts\",\n        \"packages/plugin-sql/src/neon/manager.ts\",\n        \"packages/plugin-sql/src/pg/adapter.ts\",\n        \"packages/plugin-sql/src/pg/manager.ts\",\n        \"packages/plugin-sql/src/pglite/adapter.ts\",\n        \"packages/plugin-sql/src/rls.ts\",\n        \"packages/plugin-sql/src/utils.node.ts\",\n        \"packages/plugin-sql/tsconfig.build.node.json\"\n      ]\n    },\n    {\n      \"title\": \"fix: optimize runtime initialization with parallelization and atomic upserts\",\n      \"prNumber\": 6342,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\r\\n\\r\\nOptimize `runtime.initialize()` performance through atomic upserts and parallelization of independent operations.\\r\\n\\r\\n**Results:** Cold start -30%, Warm start -40%\\r\\n\\r\\n## Problem\\r\\n\\r\\nThe current initialization flow has several in\",\n      \"files\": [\n        \"packages/core/src/__tests__/runtime.test.ts\",\n        \"packages/core/src/runtime.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/base-adapter-methods.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/entity-crud.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/world.test.ts\",\n        \"packages/plugin-sql/src/base.ts\",\n        \"packages/server/src/services/message.ts\",\n        \"bun.lock\",\n        \"packages/plugin-sql/src/__tests__/integration/memory.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/utils.test.ts\",\n        \"packages/plugin-sql/src/neon/adapter.ts\",\n        \"packages/plugin-sql/src/pg/adapter.ts\",\n        \"packages/plugin-sql/src/pglite/adapter.ts\",\n        \"packages/server/src/__tests__/unit/api/agents-runs.test.ts\",\n        \"packages/server/src/api/agents/runs.ts\",\n        \"packages/server/src/api/index.ts\",\n        \"packages/server/src/api/memory/rooms.ts\",\n        \"packages/server/src/api/messaging/jobs.ts\",\n        \"packages/server/src/api/messaging/sessions.ts\",\n        \"packages/server/src/middleware/rate-limit.ts\",\n        \"packages/server/src/middleware/validation.ts\"\n      ]\n    },\n    {\n      \"title\": \"chore: Optimize build task inputs in turbo.json\",\n      \"prNumber\": 6349,\n      \"type\": \"other\",\n      \"body\": \"Add explicit inputs to build task for cache optimization\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nMake turbo rebuild less\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nImprovements (misc. changes to existing features)\\r\\n\\r\\n## \",\n      \"files\": [\n        \"turbo.json\"\n      ]\n    },\n    {\n      \"title\": \"feat(core): support EMBEDDING_DIMENSION setting to skip API call\",\n      \"prNumber\": 6357,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\n- Add support for configuring embedding dimension via `EMBEDDING_DIMENSION` character setting, which skips the expensive ~500ms embedding API call during agent initialization\\n- Simplify `ensureEmbeddingDimension` method (38 \u2192 27 \",\n      \"files\": [\n        \"packages/core/src/__tests__/runtime.test.ts\",\n        \"packages/core/src/runtime.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: prevent infinite rebuild loop in dev-watch mode\",\n      \"prNumber\": 6361,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- Fixed infinite rebuild loop in `bun run dev` caused by `generate-version.ts` writing to `src/version.ts` on every build\\n- The watcher was detecting these changes and triggering rebuilds endlessly\\n\\n## Changes\\n- **scripts/dev-wat\",\n      \"files\": [\n        \"packages/cli/src/scripts/generate-version.ts\",\n        \"scripts/dev-watch.js\"\n      ]\n    },\n    {\n      \"title\": \"fix(cli): prevent shell environment variable leakage into agent secrets\",\n      \"prNumber\": 6360,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nFixes shell environment variable leakage into ElizaOS plugin loading decisions and agent secrets.\\n\\n**Problem:** `dotenv.config()` does NOT override existing `process.env` values by default. This means shell environment variables\",\n      \"files\": [\n        \"packages/cli/src/__tests__/plugin-env-filter.test.ts\",\n        \"packages/cli/src/commands/start/index.ts\",\n        \"packages/cli/src/utils/plugin-env-filter.ts\",\n        \"packages/core/src/__tests__/env-precedence.test.ts\",\n        \"packages/core/src/__tests__/secrets-filtering.test.ts\",\n        \"packages/core/src/__tests__/utils/environment.test.ts\",\n        \"packages/core/src/secrets.ts\",\n        \"packages/core/src/utils/environment.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(v2.0.0): Python example testing & fixes\",\n      \"prNumber\": 6358,\n      \"type\": \"bugfix\",\n      \"body\": \"- Add Python quickstart documentation (docs/python-quickstart.md)\\r\\n- Fix chat example to include inmemorydb plugin for database support\\r\\n- Add dotenv loading to chat example for .env file support\\r\\n- Fix inmemorydb plugin to use proper Plugi\",\n      \"files\": [\n        \"examples/a2a/python/README.md\",\n        \"examples/a2a/python/requirements.txt\",\n        \"examples/a2a/python/server.py\",\n        \"examples/art/elizaos_art/games/tic_tac_toe/agent.py\",\n        \"examples/art/elizaos_art/games/tic_tac_toe/cli.py\",\n        \"examples/art/elizaos_art/games/tic_tac_toe/environment.py\",\n        \"examples/art/elizaos_art/games/tic_tac_toe/types.py\",\n        \"examples/art/elizaos_art/trainer.py\",\n        \"examples/atropos/textworld/README.md\",\n        \"examples/atropos/textworld/elizaos_atropos_textworld/__init__.py\",\n        \"examples/atropos/textworld/elizaos_atropos_textworld/agent.py\",\n        \"examples/atropos/textworld/elizaos_atropos_textworld/atropos_integration.py\",\n        \"examples/atropos/textworld/elizaos_atropos_textworld/cli.py\",\n        \"examples/atropos/textworld/elizaos_atropos_textworld/environment.py\",\n        \"examples/atropos/textworld/elizaos_atropos_textworld/types.py\",\n        \"examples/atropos/textworld/pyproject.toml\",\n        \"examples/autonomous/python/pyproject.toml\",\n        \"examples/chat/python/chat.py\",\n        \"examples/chat/python/requirements.txt\",\n        \"packages/python/README.md\",\n        \"packages/python/elizaos/bootstrap/providers/character.py\",\n        \"packages/python/elizaos/plugin.py\",\n        \"packages/python/elizaos/runtime.py\",\n        \"packages/python/elizaos/services/__init__.py\",\n        \"packages/python/elizaos/services/message_service.py\",\n        \"packages/python/elizaos/types/__init__.py\",\n        \"packages/python/elizaos/types/model.py\",\n        \"packages/python/elizaos/types/plugin.py\",\n        \"packages/python/elizaos/types/runtime.py\",\n        \"plugins/plugin-inmemorydb/python/elizaos_plugin_inmemorydb/adapter.py\",\n        \"plugins/plugin-inmemorydb/python/elizaos_plugin_inmemorydb/plugin.py\",\n        \"plugins/plugin-openai/python/elizaos_plugin_openai/plugin.py\",\n        \"examples/art/elizaos_art/benchmark_runner.py\",\n        \"examples/aws/rust/src/lib.rs\",\n        \"examples/bluesky/rust/bluesky-agent/Cargo.toml\",\n        \"examples/bluesky/rust/bluesky-agent/src/handlers.rs\",\n        \"examples/bluesky/rust/bluesky-agent/src/main.rs\",\n        \"examples/browser-extension/chrome/package.json\",\n        \"examples/browser-extension/chrome/tsup.config.ts\",\n        \"examples/chat/rust/chat/Cargo.toml\",\n        \"packages/sweagent/typescript/build.ts\",\n        \"packages/sweagent/typescript/src/agent/extra/index.ts\",\n        \"packages/sweagent/typescript/src/agent/extra/shell-agent.ts\",\n        \"packages/sweagent/typescript/tools/src/filemap/index.ts\",\n        \"plugins/plugin-experience/typescript/tsconfig.build.json\",\n        \"plugins/plugin-forms/typescript/build.ts\",\n        \"plugins/plugin-forms/typescript/tsconfig.build.json\",\n        \"plugins/plugin-goals/typescript/generated/prompts/python/prompts.py\",\n        \"plugins/plugin-goals/typescript/generated/prompts/rust/prompts.rs\",\n        \"plugins/plugin-goals/typescript/generated/prompts/typescript/prompts.ts\",\n        \"plugins/plugin-goals/typescript/tsconfig.build.json\",\n        \"plugins/plugin-mcp/typescript/tsconfig.build.json\",\n        \"examples/_plugin/rust/build.ts\",\n        \"examples/_plugin/typescript/src/__tests__/test-utils.ts\",\n        \"examples/_plugin/typescript/tsconfig.build.json\",\n        \"examples/app/tauri/frontend/src/types/tauri.d.ts\",\n        \"examples/browser-extension/safari/package.json\",\n        \"examples/chat/rust/chat/Cargo.lock\",\n        \"examples/chat/rust/chat/src/main.rs\",\n        \"examples/trader/typescript/src/App.tsx\",\n        \"examples/trader/typescript/src/components/PositionList.tsx\",\n        \"examples/trader/typescript/src/components/TradeHistory.tsx\",\n        \"examples/trader/typescript/src/components/TradingPanel.tsx\",\n        \"examples/trader/typescript/src/hooks/useTrading.ts\",\n        \"examples/trader/typescript/src/runtime/character.ts\",\n        \"examples/trader/typescript/src/types/plugin-auto-trader.d.ts\",\n        \"examples/trader/typescript/vite.config.ts\",\n        \"packages/elizaos/examples-manifest.json\",\n        \"packages/prompts/specs/actions/plugins.generated.json\",\n        \"packages/python/elizaos/generated/action_docs.py\",\n        \"examples/_plugin/typescript/src/e2e/plugin-starter.e2e.ts\",\n        \"examples/_plugin/typescript/src/plugin.ts\",\n        \"examples/_plugin/rust/src/__tests__/e2e/rust-plugin.e2e.ts\",\n        \"examples/_plugin/rust/src/plugin.ts\",\n        \"examples/_plugin/typescript/biome.json\",\n        \"examples/_plugin/typescript/src/__tests__/build-order.test.ts\",\n        \"examples/_plugin/typescript/src/__tests__/cypress/component/ExampleRoute.cy.tsx\",\n        \"examples/_plugin/typescript/src/__tests__/cypress/component/PanelComponent.cy.tsx\",\n        \"examples/_plugin/typescript/src/__tests__/cypress/support/commands.ts\",\n        \"examples/_plugin/typescript/src/__tests__/cypress/support/component.ts\",\n        \"examples/_plugin/typescript/src/__tests__/cypress/tsconfig.json\",\n        \"examples/_plugin/typescript/src/__tests__/integration.test.ts\",\n        \"examples/_plugin/typescript/src/__tests__/plugin.test.ts\",\n        \"examples/_plugin/typescript/src/frontend/index.tsx\",\n        \"examples/_plugin/typescript/src/vite-env.d.ts\",\n        \"examples/_plugin/typescript/tsconfig.json\",\n        \"examples/a2a/typescript/server.ts\",\n        \"examples/avatar/src/shims/process.ts\",\n        \"examples/avatar/src/vite-env.d.ts\",\n        \"examples/bluesky/rust/bluesky-agent/Cargo.lock\",\n        \"examples/browser-extension/chrome/src/popup-minimal.ts\"\n      ]\n    },\n    {\n      \"title\": \"refactor(plugin-sql): extract domain stores from BaseDrizzleAdapter\",\n      \"prNumber\": 6366,\n      \"type\": \"refactor\",\n      \"body\": \"Refactors `BaseDrizzleAdapter` (~3,900 lines) into composable domain stores. This improves maintainability, testability, and separation of concerns without changing the public API.\\r\\n\\r\\n## Changes\\r\\n\\r\\n### New Domain Stores (`src/stores/`)\\r\\n\\r\\n|\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/plugin-sql/src/base.ts\",\n        \"packages/plugin-sql/src/neon/adapter.ts\",\n        \"packages/plugin-sql/src/pg/adapter.ts\",\n        \"packages/plugin-sql/src/pglite/adapter.ts\",\n        \"packages/plugin-sql/src/stores/agent.store.ts\",\n        \"packages/plugin-sql/src/stores/cache.store.ts\",\n        \"packages/plugin-sql/src/stores/component.store.ts\",\n        \"packages/plugin-sql/src/stores/entity.store.ts\",\n        \"packages/plugin-sql/src/stores/index.ts\",\n        \"packages/plugin-sql/src/stores/log.store.ts\",\n        \"packages/plugin-sql/src/stores/memory.store.ts\",\n        \"packages/plugin-sql/src/stores/messaging.store.ts\",\n        \"packages/plugin-sql/src/stores/participant.store.ts\",\n        \"packages/plugin-sql/src/stores/relationship.store.ts\",\n        \"packages/plugin-sql/src/stores/room.store.ts\",\n        \"packages/plugin-sql/src/stores/task.store.ts\",\n        \"packages/plugin-sql/src/stores/types.ts\",\n        \"packages/plugin-sql/src/stores/world.store.ts\",\n        \"packages/plugin-sql/src/utils.ts\",\n        \"packages/plugin-sql/tsconfig.build.json\",\n        \"packages/plugin-sql/tsconfig.build.node.json\",\n        \"packages/plugin-sql/src/__tests__/integration/utils.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/utils.test.ts\",\n        \"packages/plugin-sql/src/index.ts\",\n        \"packages/plugin-sql/src/schema/channel.ts\",\n        \"packages/plugin-sql/src/schema/entity.ts\",\n        \"packages/plugin-sql/src/schema/memory.ts\",\n        \"packages/plugin-sql/src/schema/message.ts\",\n        \"packages/plugin-sql/src/schema/messageServer.ts\",\n        \"packages/plugin-sql/src/schema/relationship.ts\",\n        \"packages/plugin-sql/src/schema/room.ts\",\n        \"packages/plugin-sql/src/schema/tasks.ts\",\n        \"packages/plugin-sql/src/schema/world.ts\"\n      ]\n    },\n    {\n      \"title\": \"V2.0.0: fixed a2a example and related protobuf compatibility and runtime errors\",\n      \"prNumber\": 6386,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\nFixes runtime errors in the python & rust a2a server example.\\r\\n\\r\\n# Risks\\r\\nLow. Changes are isolated to the python package and the a2a example server. The fixes ensure correct handling of protobuf messages which strictly enforc\",\n      \"files\": [\n        \"bun.lock\",\n        \"examples/a2a/python/README.md\",\n        \"examples/a2a/python/requirements.txt\",\n        \"examples/a2a/python/server.py\",\n        \"examples/a2a/rust/Cargo.lock\",\n        \"examples/a2a/rust/src/main.rs\",\n        \"packages/python/elizaos/__init__.py\",\n        \"packages/python/elizaos/basic_capabilities/providers/action_state.py\",\n        \"packages/python/elizaos/runtime.py\",\n        \"packages/python/elizaos/services/message_service.py\",\n        \"packages/python/elizaos/types/database.py\",\n        \"packages/python/elizaos/types/primitives.py\",\n        \"packages/python/elizaos/utils/__init__.py\",\n        \"plugins/plugin-inmemorydb/python/elizaos_plugin_inmemorydb/adapter.py\"\n      ]\n    },\n    {\n      \"title\": \"fix: update import statement in elizaos.js to use package alias\",\n      \"prNumber\": 6389,\n      \"type\": \"bugfix\",\n      \"body\": \"<!-- greptile_comment -->\\n\\n<h2>Greptile Overview</h2>\\n\\n<h3>Greptile Summary</h3>\\n\\nUpdated the import statement in `elizaos.js` to use the package alias (`@elizaos/cli`) instead of the direct path (`@elizaos/cli/dist/index.js`). This follows\",\n      \"files\": [\n        \"packages/elizaos/bin/elizaos.js\"\n      ]\n    }\n  ],\n  \"topContributors\": [\n    {\n      \"username\": \"0xbbjoker\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/54844437?u=90fe1762420de6ad493a1c1582f1f70c0d87d8e2&v=4\",\n      \"totalScore\": 520.3695475941632,\n      \"prScore\": 455.6695475941632,\n      \"issueScore\": 0,\n      \"reviewScore\": 64.5,\n      \"commentScore\": 0.2,\n      \"summary\": \"0xbbjoker: Focused on enhancing database reliability and performance within the elizaos/eliza repository, notably resolving a critical SQL parameterization issue in the SQL plugin via PR #6316 (+278/-1 lines). They further contributed to system scalability by proposing a new LRU caching layer for the database adapter in PR #6329 and maintained high code quality through two peer reviews. Their work involved extensive modifications across 378 files, demonstrating a significant commitment to bug fixes and testing infrastructure. Overall, their primary focus this month was on stabilizing and optimizing core database plugins and backend configurations.\"\n    },\n    {\n      \"username\": \"standujar\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n      \"totalScore\": 466.62208373680664,\n      \"prScore\": 366.1300837368066,\n      \"issueScore\": 0,\n      \"reviewScore\": 98,\n      \"commentScore\": 2.492,\n      \"summary\": \"standujar: Focused on strengthening the database infrastructure and security within the elizaos/eliza repository, most notably by implementing Neon serverless support and enhancing Row Level Security (RLS) schemas in PR #6343. They demonstrated a significant commitment to system reliability by contributing over 7,700 lines of test code to isolate RLS contexts (PR #6330) and addressing compatibility issues for PGLite (PR #6339). Beyond these merged improvements, they worked on optimizing runtime initialization through parallelization and provided technical feedback via 11 total reviews and comments. Their primary focus this month was on bug fixes and extensive test coverage, particularly within the SQL plugin architecture.\"\n    },\n    {\n      \"username\": \"madjin\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/32600939?u=cdcf89f44c7a50906c7a80d889efa85023af2049&v=4\",\n      \"totalScore\": 334.3382171167137,\n      \"prScore\": 281.28021711671363,\n      \"issueScore\": 46.2,\n      \"reviewScore\": 5,\n      \"commentScore\": 1.8579999999999999,\n      \"summary\": \"madjin: Focused on expanding the functionality and user experience of the project's web presence, most notably by implementing a comprehensive MMORPG-style character system for the leaderboard API in elizaos/elizaos.github.io #193. This substantial contribution involved over 2,800 lines of code and established a foundation for complex features like class evolution and visual identity systems, which they further detailed through 11 new feature requests and bug reports. Beyond these gamification enhancements, they improved site accessibility by adding an XSL stylesheet for browser-rendered RSS feeds in #188 and identified critical performance bottlenecks regarding memory consumption in the build process. Their work this month primarily centered on feature development and configuration, significantly advancing the project's interactive and data-driven capabilities.\"\n    },\n    {\n      \"username\": \"greptile-apps\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/867647?v=4\",\n      \"totalScore\": 276.538,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 274.5,\n      \"commentScore\": 2.0380000000000003,\n      \"summary\": \"greptile-apps: Focused exclusively on providing feedback and guidance through 14 code reviews and 4 pull request comments this month. Despite having no direct code changes or merged pull requests, they maintained a consistent presence in the review process to support team contributions. Their primary impact was centered on collaborative oversight and technical discussion within the pull request workflow.\"\n    },\n    {\n      \"username\": \"YuriNachos\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/19365375?u=35202bfa8350f028db180527a789e8dcb7576d42&v=4\",\n      \"totalScore\": 249.18435236903713,\n      \"prScore\": 248.98435236903714,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"YuriNachos: Focused on enhancing system stability and core functionality within the elizaos/eliza repository, contributing over 400 lines of code across 10 open pull requests. Their work addressed critical infrastructure needs, such as validating directory paths to prevent errors (#6379), ensuring proper authentication by loading environment variables in agent commands (#6374, #6376), and improving event emission logic in the server (#6378). Additionally, they introduced new capabilities to the core runtime with the unregisterAction method (#6372, #6375) and improved the reliability of entity connections within the bootstrap plugin (#6370, #6371). This month\u2019s efforts were primarily dedicated to bug fixes and feature enhancements aimed at improving the robustness of the CLI and core agent runtime.\"\n    },\n    {\n      \"username\": \"borisudovicic\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31806472?u=8935f4d43fd7e4eb9bf5ff92d54d4d2f8ac8a786&v=4\",\n      \"totalScore\": 230,\n      \"prScore\": 0,\n      \"issueScore\": 230,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"borisudovicic: Focused on refining the user experience and product logic for the Eliza platform, driving the resolution of 18 issues related to agent discovery, chat interface usability, and credit management. They played a key role in defining the \\\"SDK-first Hooks Mode\\\" (#5966) and \\\"Core Hooks\\\" (#5928) architecture while overseeing critical UI/UX polish, such as optimizing chat box dynamics (#6310) and improving the agent creation workflow (#6306, #6307). Their contributions centered on streamlining the onboarding process for non-signed-up users (#6312, #6353) and enhancing the public agent ecosystem through better state separation and knowledge transfer (#6313, #6303). Overall, their activity focused on product management and quality assurance to ensure a cohesive and scalable agent-building experience.\"\n    },\n    {\n      \"username\": \"odilitime\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n      \"totalScore\": 205.42360532830114,\n      \"prScore\": 203.26760532830113,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 2.1559999999999997,\n      \"summary\": \"odilitime: Focused on enhancing core plugin functionality and build system efficiency, notably merging a substantial update to the bootstrap plugin and SQL actions in elizaos/eliza (#6333) that involved over 6,900 lines of code changes. They also addressed infrastructure performance by optimizing build task inputs in turbo.json (#6349) and triaged a regression in Discord slash commands (elizaos-plugins/plugin-discord#15). Their work this month demonstrates a strong emphasis on system stability and configuration, with a primary focus on bug fixes and architectural improvements across code and test files.\"\n    },\n    {\n      \"username\": \"wtfsayo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/82053242?u=98209a1f10456f42d4d2fa71db4d5bf4a672cbc3&v=4\",\n      \"totalScore\": 177.48902788001413,\n      \"prScore\": 167.65102788001414,\n      \"issueScore\": 0,\n      \"reviewScore\": 9,\n      \"commentScore\": 0.838,\n      \"summary\": \"wtfsayo: Focused on enhancing infrastructure stability and database reliability, notably delivering a significant overhaul to the SQL plugin in elizaos/eliza (#6323) that introduced critical pool configurations and error handling. They also modernized the project's CI/CD pipeline by upgrading Claude workflows to Opus 4.5 and enabling automated bot triggers (#6324, #6328). Across 45 commits, they managed extensive modifications to nearly 400 files, demonstrating a high-impact focus on bug fixes and configuration management. Their primary contributions centered on improving system resilience through robust database integration and automated workflow optimizations.\"\n    },\n    {\n      \"username\": \"hanzlamateen\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/10975502?u=53f23921078d9a27d96751373bb44f4bd2d58bf4&v=4\",\n      \"totalScore\": 92.37709407952083,\n      \"prScore\": 92.37709407952083,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"hanzlamateen: Focused on critical compatibility and stability improvements for the V2.0.0 release, notably resolving a2a example and protobuf compatibility issues in elizaos/eliza via PR #6386. This significant contribution involved modifying 35 files and over 500 lines of code to ensure seamless integration across the platform's core components. They also initiated further fixes for the avatar example and elevenlabs plugin in PR #6387, demonstrating a commitment to functional reliability. Their primary focus this month was split between major refactoring and feature work, with a strong emphasis on code quality and documentation.\"\n    },\n    {\n      \"username\": \"1bcMax\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/195689928?u=85f5178dd043e3d408b42cb5685e65806d723b1a&v=4\",\n      \"totalScore\": 63.23034748685607,\n      \"prScore\": 62.89034748685607,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.33999999999999997,\n      \"summary\": \"1bcMax: Focused on expanding payment capabilities within the ecosystem by initiating the implementation of the plugin-blockrun for x402 micropayments in elizaos/eliza (#6355). This substantial feature addition involved over 1,000 lines of new code across 11 files, demonstrating a significant investment in building out financial infrastructure. The work shows a comprehensive approach to development, with a balanced focus on core feature logic, testing, and configuration.\"\n    },\n    {\n      \"username\": \"vbkotecha\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/86377299?u=32a79d9adc10f2738dca41f4690de9ec944d8025&v=4\",\n      \"totalScore\": 43.5437738965761,\n      \"prScore\": 43.5437738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"vbkotecha: Focused on enhancing authentication capabilities within the twitter plugin, specifically developing a new broker authentication mode supported by a robust offline testing suite in PR #47. This work involved significant technical effort, contributing over 2,500 lines of code across 31 files to ensure the feature's reliability. Their activity demonstrates a balanced commitment to feature implementation and quality assurance, with a primary focus on backend logic and comprehensive test coverage.\"\n    },\n    {\n      \"username\": \"revlentless\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/215957173?v=4\",\n      \"totalScore\": 43.5437738965761,\n      \"prScore\": 43.5437738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"revlentless: Focused on a major architectural expansion by initiating the implementation of a WebAssembly agent runtime for the v2.0.0 release of elizaos/eliza (#6363). This significant undertaking involved modifying 99 files with over 5,100 lines of code, demonstrating a high level of effort directed toward core feature development and system infrastructure. Their work this month was characterized by a heavy emphasis on feature engineering and comprehensive testing to support this new runtime environment.\"\n    },\n    {\n      \"username\": \"lalalune\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/18633264?u=e2e906c3712c2506ebfa98df01c2cfdc50050b30&v=4\",\n      \"totalScore\": 34.5787738965761,\n      \"prScore\": 34.1407738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.43799999999999994,\n      \"summary\": \"lalalune: Focused on a massive structural overhaul of the codebase, primarily driven by the ongoing development of the \\\"V2.0.0\\\" release in elizaos/eliza (#6351). This high-impact effort involved 191 commits and extensive modifications across over 33,000 files, signaling a comprehensive restructuring of the project's architecture. Their work demonstrated a balanced commitment to stability and quality, with a primary focus on bugfixes, configuration updates, and core code enhancements.\"\n    },\n    {\n      \"username\": \"matomoniwano\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/47988393?u=2e31304db3ca7b0a1f62bc26443c25ec34bb519d&v=4\",\n      \"totalScore\": 29.89251334905818,\n      \"prScore\": 29.69251334905818,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"matomoniwano: Focused on foundational development for the Eliza Python core by initiating a prototype for the RLM provider via PR #6383. This ongoing work involved substantial technical groundwork across 16 files, totaling over 800 lines of code changes to establish the necessary infrastructure. Their efforts were primarily concentrated on configuration, documentation, and testing to ensure a robust framework for the new provider. The month\u2019s activity reflects a dedicated focus on architectural setup and system integration within the Python-based ecosystem.\"\n    },\n    {\n      \"username\": \"linear\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/20150?v=4\",\n      \"totalScore\": 26,\n      \"prScore\": 0,\n      \"issueScore\": 26,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"linear: Focused on architectural improvements and system stability by identifying and documenting critical technical enhancements across the elizaos/eliza repository. They prioritized core infrastructure by proposing solutions for JWT authentication (#6327), message processing parallelization (#6337), and runtime initialization optimization (#6334). Their contributions also addressed immediate reliability issues, including a fix for double processing in the Messaging API (#6298) and resolving a race condition in credit deduction (#6338). Overall, their focus remained on high-level system design, database query patterns, and backend security.\"\n    },\n    {\n      \"username\": \"rejected-l\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/99460023?u=977f49541583c40f4fc5f6a9f11ca6c6a78b362a&v=4\",\n      \"totalScore\": 24.119306144334054,\n      \"prScore\": 24.119306144334054,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"rejected-l: Focused on administrative maintenance within the elizaos/eliza repository, specifically ensuring legal compliance by updating the project's licensing information. They successfully merged PR #6301 to update the license year, demonstrating attention to project documentation and upkeep. This work involved minor adjustments across two files, reflecting a primary focus on general repository maintenance and chore-related tasks.\"\n    },\n    {\n      \"username\": \"augchan42\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/20424105?u=d1a74732b07564927928798346f07cd50935c529&v=4\",\n      \"totalScore\": 22.553332238032112,\n      \"prScore\": 22.553332238032112,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"augchan42: Focused on enhancing API integration standards by introducing support for X-Title and HTTP-Referer headers in the OpenRouter plugin via PR #23. This work involved modifying four files to improve metadata transparency and compliance for outgoing requests. Their contributions this month were evenly split between feature implementation and documentation updates, ensuring that new configuration options are properly supported and recorded.\"\n    },\n    {\n      \"username\": \"Xayaan\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/5237930?u=7840b286463bde982c8af8f389e61e26a01328cb&v=4\",\n      \"totalScore\": 18.346573590279974,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Xayaan: Focused on identifying and documenting database-related edge cases within the elizaos/eliza repository. They contributed by reporting a specific technical issue regarding SQL error handling for zero-vector fallbacks (#6380). Their activity this month was centered on issue identification and system stability reporting.\"\n    },\n    {\n      \"username\": \"BaseGold\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/240206422?u=6eb4bd10d4ab502d36d022d95331370c5b76e055&v=4\",\n      \"totalScore\": 16.833213344056215,\n      \"prScore\": 16.833213344056215,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"BaseGold: Focused on enhancing the connectivity capabilities of the MCP plugin by implementing the StreamableHTTP transport and custom headers functionality in elizaos-plugins/plugin-mcp (#20). This contribution directly improves the flexibility of the plugin's communication layer by allowing for more complex HTTP configurations. Their work this month was centered entirely on feature development within the codebase to support advanced transport protocols.\"\n    },\n    {\n      \"username\": \"j4lambert\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/36552964?v=4\",\n      \"totalScore\": 15.545521226679158,\n      \"prScore\": 15.545521226679158,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"j4lambert: Focused on establishing project safety protocols by initiating the creation of a security policy for the elizaos/eliza repository. They opened PR #6428 to introduce a SECURITY.md file, providing essential guidelines for vulnerability reporting. This contribution represents their primary focus on documentation and project governance for the month.\"\n    },\n    {\n      \"username\": \"ChristopherTrimboli\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/27584221?u=de148a498b5af814e037c2975112fadd09df743f&v=4\",\n      \"totalScore\": 15,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 15,\n      \"commentScore\": 0,\n      \"summary\": \"ChristopherTrimboli: Focused on quality assurance and peer collaboration this month, contributing through the review and approval of two pull requests. Their involvement centered on providing oversight and validation for team contributions rather than direct code implementation. This activity reflects a focus on maintaining project standards through the code review process.\"\n    },\n    {\n      \"username\": \"timolein74\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/225394307?v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"timolein74: This month, the contributor focused on expanding the ecosystem's integration capabilities by initiating a pull request to the elizaos-plugins/registry. They submitted a configuration update to add the AsterPay plugin reference to the central index (#251). This work represents a targeted effort in feature expansion through registry management and configuration updates.\"\n    },\n    {\n      \"username\": \"takasaki404\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/193405421?u=8b79613f736e04d6e10ebe37042851efa758768d&v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"takasaki404: Focused on ecosystem expansion by initiating the integration of new tools into the plugin registry. They submitted a configuration update in elizaos-plugins/registry (#247) to add the @zane-archer/plugin-aimo-router package. This contribution was centered entirely on registry management and configuration maintenance.\"\n    },\n    {\n      \"username\": \"project-aeris-disaster-agent\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/242933833?v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"project-aeris-disaster-agent: Focused on expanding the ecosystem's integration capabilities by initiating the addition of the Sportradar plugin to the registry. This effort is represented by the open pull request in elizaos-plugins/registry (#250), which aims to incorporate @elizaos/plugin-sportradar into the official directory. Their primary focus this month has been on plugin registration and ecosystem discoverability.\"\n    },\n    {\n      \"username\": \"kamiyo-ai\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/197570892?u=4c83683aeb4fdfcb6c7e747ec6fd77619964952b&v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"kamiyo-ai: Focused on expanding the ecosystem by initiating the integration of a new plugin into the registry. This effort is centered on the submission of PR #246 in elizaos-plugins/registry to add the @kamiyo/eliza plugin. Their primary focus this month has been on plugin registration and ecosystem contribution.\"\n    },\n    {\n      \"username\": \"CIII-glitch\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/256561388?v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"CIII-glitch: Focused on expanding ecosystem connectivity by initiating the integration of the Agent Index plugin for x402 endpoint discovery. This contribution, currently tracked in elizaos-plugins/registry #252, aims to enhance service discovery capabilities within the registry. Their primary focus this month was on infrastructure registration and plugin discovery.\"\n    },\n    {\n      \"username\": \"shuhaib112\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/211030292?v=4\",\n      \"totalScore\": 9,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 9,\n      \"commentScore\": 0,\n      \"summary\": \"shuhaib112: Focused on collaborative quality assurance by providing technical feedback through two pull request reviews. While no code was directly authored or merged this month, their contributions centered on the peer review process to support team development. Their primary impact was limited to these review-based discussions.\"\n    },\n    {\n      \"username\": \"Abdulkader-Safi\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/53955839?u=840e43b472d25cb1a82c19b77124def52dfaa69c&v=4\",\n      \"totalScore\": 4.54,\n      \"prScore\": 0,\n      \"issueScore\": 4.2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.33999999999999997,\n      \"summary\": \"Abdulkader-Safi: Focused on troubleshooting and reporting environment-specific setup issues within the elizaos/eliza repository. They identified and documented a project generation failure in issue #6388, which was subsequently resolved. Their activity this month was centered on issue triage and community engagement through issue comments rather than direct code contributions.\"\n    },\n    {\n      \"username\": \"thewoweffect\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/113222443?u=cb21d15b0ce815d0f68167f2eca236aad6c64598&v=4\",\n      \"totalScore\": 4.4,\n      \"prScore\": 0,\n      \"issueScore\": 4.2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"thewoweffect: Focused on identifying and documenting system errors within the elizaos/eliza repository, specifically reporting a failure in the reflection evaluator. They successfully triaged and closed issue #6364 regarding the \\\"Entity not found\\\" error during update operations. Their activity this month was centered on issue reporting and troubleshooting within the core framework.\"\n    },\n    {\n      \"username\": \"samarth30\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/48334430?u=1fc119a6c2deb8cf60448b4c8961cb21dc69baeb&v=4\",\n      \"totalScore\": 4,\n      \"prScore\": 0,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"samarth30: Focused on project expansion by proposing a new \\\"Apps promotion\\\" feature for the elizaos/eliza repository. This contribution involved identifying a growth opportunity and documenting the requirement in issue #6341. Their primary focus this month was on feature ideation and initial project planning.\"\n    },\n    {\n      \"username\": \"Zenobow\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/255418143?v=4\",\n      \"totalScore\": 2.1,\n      \"prScore\": 0,\n      \"issueScore\": 2.1,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Zenobow: Focused on identifying and documenting system inconsistencies within the elizaos/eliza repository. They reported a technical regression regarding eligibility mismatches and snapshot bugs related to Tangem Hardware (#6369). Their primary focus this month was on issue identification and troubleshooting hardware-related migration bugs.\"\n    },\n    {\n      \"username\": \"tdnupe3\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/25161668?u=94680b6bcbcfce954c7a9dd09d667a3919953041&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"tdnupe3: Focused on expanding the ecosystem's financial capabilities by proposing a comprehensive implementation guide for AI agent payments. They initiated a strategic discussion in elizaos/eliza (#6365) regarding the integration of Circle and Coinbase APIs to facilitate automated transactions. Their primary focus this month was on architectural planning and documentation for payment infrastructure.\"\n    },\n    {\n      \"username\": \"metatev\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/26566294?u=a0604d1f9f7a7936e350643ffccaef1f2a808fad&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"metatev: Focused on long-term project capabilities by proposing a strategic enhancement for smart contract deployment. They initiated a discussion on future infrastructure needs within the elizaos/eliza repository by opening issue #6367. Their primary focus this month was on architectural planning and expanding the platform's functional scope.\"\n    },\n    {\n      \"username\": \"GarrickBrown\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/41980127?u=605528eb2347d8e0368ae5b08e6fdbdbfb5c293b&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"GarrickBrown: Focused on identifying and reporting stability issues within the Telegram plugin ecosystem. They documented a critical TypeError occurring during image processing, opening issue #23 in elizaos-plugins/plugin-telegram to facilitate a fix for the crashing bug. Their primary focus this month was on bug reporting and improving the reliability of plugin-based image handling.\"\n    },\n    {\n      \"username\": \"BinaryBluePeach\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/192237769?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"BinaryBluePeach: Focused on identifying and reporting integration issues within the Discord plugin ecosystem. They documented a critical runtime error regarding undefined message functions in elizaos-plugins/plugin-discord (#43), providing essential feedback for troubleshooting the plugin's communication layer. Their activity this month was centered on bug reporting and system stability within the Discord integration.\"\n    }\n  ],\n  \"newPRs\": 38,\n  \"mergedPRs\": 22,\n  \"newIssues\": 100,\n  \"closedIssues\": 54,\n  \"activeContributors\": 31\n}",
+  "github_extracted_data_user_summaries_text_last_7_days_for_2026-01-15": "[\"greptile-apps_day_2026-01-09\", \"greptile-apps\", \"day\", \"2026-01-09\", \"greptile-apps: No activity today.\", \"2026-01-11T04:03:36.643Z\"]\n[\"ChristopherTrimboli_day_2026-01-09\", \"ChristopherTrimboli\", \"day\", \"2026-01-09\", \"ChristopherTrimboli: No activity today.\", \"2026-01-11T04:03:36.642Z\"]\n[\"cursoragent_day_2026-01-09\", \"cursoragent\", \"day\", \"2026-01-09\", \"cursoragent: Modified 3 files with 3 commits, primarily focusing on feature work (67%) and other work (33%), indicating contributions across various file types.\", \"2026-01-11T04:03:36.769Z\"]\n[\"0xbbjoker_day_2026-01-09\", \"0xbbjoker\", \"day\", \"2026-01-09\", \"0xbbjoker: Today, 0xbbjoker focused on substantial code changes, modifying 251 files with a net addition of over 21,000 lines across 9 commits, primarily addressing bug fixes and other work, with some feature development. This significant output, despite no merged PRs, indicates a deep dive into core development tasks.\", \"2026-01-11T04:03:36.859Z\"]\n[\"borisudovicic_day_2026-01-09\", \"borisudovicic\", \"day\", \"2026-01-09\", \"borisudovicic: Focused on identifying and documenting several user experience and UI improvements within the `elizaos/eliza` repository, creating four new issues including enhancements for login/signup flow (elizaos/eliza#6354), agent menu clarity (elizaos/eliza#6353), and dashboard icon consistency (elizaos/eliza#6352).\", \"2026-01-11T04:03:36.976Z\"]\n[\"odilitime_day_2026-01-09\", \"odilitime\", \"day\", \"2026-01-09\", \"odilitime: Focused on optimizing build processes, opening PR elizaos/eliza#6349 to improve build task inputs in `turbo.json`, and contributing 2 PR comments while modifying 35 configuration files with a net addition of 1377 lines.\", \"2026-01-11T04:03:37.448Z\"]\n[\"lalalune_day_2026-01-09\", \"lalalune\", \"day\", \"2026-01-09\", \"lalalune: Focused on a significant bugfix effort, modifying over 1.1 million lines across 11987 files in 13 commits, with a primary focus on config, code, and tests, and has an open PR, elizaos/eliza#6351, for a \\\"V2.0.0\\\" release.\", \"2026-01-11T04:03:37.491Z\"]\n[\"dependabot[bot]_day_2026-01-10\", \"dependabot[bot]\", \"day\", \"2026-01-10\", \"dependabot[bot]: No activity today.\", \"2026-01-11T23:15:46.546Z\"]\n[\"standujar_day_2026-01-09\", \"standujar\", \"day\", \"2026-01-09\", \"standujar: Modified 39 files with 2 commits, focusing on bugfix work and tests work, indicating a focus on code quality and stability.\", \"2026-01-11T04:03:37.377Z\"]\n[\"madjin_day_2026-01-09\", \"madjin\", \"day\", \"2026-01-09\", \"madjin: Focused on significant feature development, successfully merging a substantial PR in elizaos/elizaos.github.io (#193) that introduced an MMORPG-style character system to the leaderboard API, involving over 2.8k lines of changes. This work was complemented by the creation of seven new issues outlining further enhancements and extensions to this character system, demonstrating a clear focus on feature work and code related to configuration.\", \"2026-01-11T04:03:37.451Z\"]\n[\"lalalune_day_2026-01-10\", \"lalalune\", \"day\", \"2026-01-10\", \"lalalune: Focused on a substantial refactor, modifying 7195 files with a net addition of over 485,000 lines of code across 21 commits, primarily addressing bug fixes and other work.\", \"2026-01-11T23:15:46.812Z\"]\n[\"madjin_day_2026-01-10\", \"madjin\", \"day\", \"2026-01-10\", \"madjin: Focused on significant feature development and bug fixes, modifying 47 files with substantial code changes (+3776/-348 lines) across 11 commits, and also provided a PR comment.\", \"2026-01-11T23:15:46.771Z\"]\n[\"takasaki404_day_2026-01-09\", \"takasaki404\", \"day\", \"2026-01-09\", \"takasaki404: Focused on expanding the plugin registry by opening PR elizaos-plugins/registry#247 to add a new router plugin, demonstrating an effort to integrate new functionalities. This involved a minor configuration file modification.\", \"2026-01-11T04:03:37.739Z\"]\n[\"Valcyclovir_lifetime_2026-01-11\", \"Valcyclovir\", \"lifetime\", \"2026-01-11\", \"# Valcyclovir\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented functional behaviors and configuration defaults within the ElizaOS ecosystem.\\n  - Issues: elizaos/eliza#4272 (X bot doesn't reply to any mentions at all), elizaos/eliza#4160 (ElizaOS always defaults to open AI)\", \"2026-01-11 00:53:08\"]\n[\"xeroc_lifetime_2026-01-11\", \"xeroc\", \"lifetime\", \"2026-01-11\", \"# xeroc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Configuration:** Reported registration failures regarding specific beta versions of the Anthropic plugin.\\n  - Issues: elizaos/eliza#4251 (@elizaos/plugin-anthropic@1.0.0-beta.28 does not register for...)\", \"2026-01-11 00:53:10\"]\n[\"jiggyjo11_lifetime_2026-01-11\", \"jiggyjo11\", \"lifetime\", \"2026-01-11\", \"# jiggyjo11\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Knowledge Plugin Engineering:** Executed a substantial refactor (+3198/-2608 lines) to resolve contextual knowledge bugs, enhance logging infrastructure, and update documentation. This work included modifications to both source code and test files.\\n  - PRs: elizaos-plugins/plugin-knowledge#29 (Fix contextual knowledge bugs, improve logging and document p...)\\n\\n- **Deployment & Runtime Reporting:** Documented specific failures regarding Discord client initialization and Docker deployments on Google Cloud.\\n  - Issues: elizaos/eliza#4269 (Discord doens't reply when deployed with docker on google clo...), elizaos/eliza#4258 (discord client not loading on pnpm start)\", \"2026-01-11 00:53:16\"]\n[\"tylermcwilliams_lifetime_2026-01-11\", \"tylermcwilliams\", \"lifetime\", \"2026-01-11\", \"# tylermcwilliams\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 29 hours\\n\\n## Contribution Domains\\n- **Core API Development:** Implemented the `generateText()` API within the core module. Work included substantial code additions and accompanying test coverage (20% of file modifications were tests).\\n  - PRs: elizaos/eliza#6062 (feat(core): implement generateText() API)\", \"2026-01-11 00:53:16\"]\n[\"madjin_lifetime_2026-01-11\", \"madjin\", \"lifetime\", \"2026-01-11\", \"# madjin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 65 merged, 5 open\\n- **Pull Requests Reviewed:** 15 total (10 approvals, 0 change requests, 5 comments)\\n- **Issues:** 49 opened, 34 closed\\n- **Avg Time to Merge:** 34 hours\\n\\n## Contribution Domains\\n- **Documentation & Knowledge Management:** Authored and updated technical documentation, JSDoc comments, and community guides.\\n  - PRs: elizaos/eliza#3951 (chore: V2 develop docs), elizaos/eliza#152 (update docs), elizaos/eliza#1114 (feat: New docs for community section), elizaos/eliza#4078 (Update JSDoc documentation across 62 files), elizaos/eliza#3772 (chore: improve quickstart, plugin showcase, doc fixes).\\n- **Web Infrastructure & Leaderboard:** Developed features for the project's web presence, including RSS feeds, badge systems, and API endpoints.\\n  - PRs: elizaos/elizaos.github.io#124 (feat: Add gold checkmark icon for linked wallets), elizaos/elizaos.github.io#161 (feat: Implement MVP Badge System), elizaos/elizaos.github.io#193 (feat: add MMORPG-style character system to leaderboard API), elizaos/elizaos.github.io#172 (feat: add RSS feed endpoint).\\n- **Pipeline & Configuration:** Modified CI/CD configurations, rate limiting, and environment variable handling for multi-repository support.\\n  - PRs: elizaos/elizaos.github.io#160 (feat: Add adaptive rate limiting), elizaos/elizaos.github.io#180 (feat: make all fork-specific values configurable), elizaos/elizaos.github.io#109 (feat: update repoconfig).\\n\\n## Contribution Patterns\\n- **Code Patterns:** Submits PRs averaging +7,312/-2,373 lines. 76% of modified files are documentation, while 15% are code. Modified 18,892 files across 657 commits. Largest PR involved +80,070/-32,240 lines (elizaos/eliza#3951).\\n- **Review Patterns:** Conducted 15 reviews with a 66% approval rate and 0% change requests.\\n- **Collaboration Patterns:** Contributed to 2 repositories. Opened 49 issues and closed 34. Engaged in 40 PR comments and 49 issue comments.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with documentation updates in elizaos/eliza (elizaos/eliza#152).\\n- **Growth phases:** Expanded from basic documentation updates to implementing community sections and JSDoc standards in early 2025.\\n- **Shifts:** Added focus on web infrastructure and gamification systems in elizaos/elizaos.github.io starting in late 2025.\\n- **Current:** Recent activity in January 2026 involves documentation refinement (elizaos/eliza#5182) and expanding the leaderboard API (elizaos/elizaos.github.io#193).\\n\\n## Repository Metrics\\n- **PR Distribution:** elizaos/elizaos.github.io: 54% (21/39 PRs), elizaos/eliza: 1% (44/3407 PRs).\\n- **Issue-PR Linkage:** 5% of merged PRs close tracked issues (3/65).\\n- **Review Network:** Top 3 reviewers: @odilitime (8 reviews, 8 approvals), @monilpat (6 reviews, 5 approvals), @coderabbitai (5 reviews, 0 approvals). Total unique reviewers: 14.\\n\\n## Key Signals\\n- **Scale Indicators:** PRs average +7,312/-2,373 lines; modified 18,892 files across 657 commits; largest PR: +80k/-32k lines.\\n- **Review Concentration:** Top 2 reviewers provided 87% of approvals (13/15); 14 unique reviewers across all PRs.\\n- **Engagement Patterns:** 5% of PRs close tracked issues (3/65); 0% of reviews requested changes (0/15).\\n- **Temporal Span:** Active span: 14 months from Nov 2024 to Jan 2026.\\n\\n## Competing Hypotheses\\n- **For large PR sizes (avg >7k lines):** Could indicate bulk documentation consolidation, automated JSDoc generation, or large-scale file migrations between directories.\\n- **For low issue linkage (5%):** Could indicate proactive documentation maintenance not tied to specific bug reports, or coordination of web features via external communication channels.\\n- **For high contribution share in elizaos.github.io (54%):** Could indicate a specialized role in web infrastructure or a primary maintainer status for the project's frontend and API components.\\n- **For review concentration (top 2 >80%):** Could indicate a small pool of active maintainers for the specific repositories or consistent availability of specific reviewers.\\n- **For file type skew (76% docs):** Could indicate a project phase focused on technical debt reduction through documentation or a specialized role in knowledge management.\", \"2026-01-11T04:03:45.950Z\"]\n[\"boorich_lifetime_2026-01-11\", \"boorich\", \"lifetime\", \"2026-01-11\", \"# boorich\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Quality Reporting:** Identified syntax errors in client API error handling logic.\\n  - Issues: elizaos/eliza#4249 (Duplicate variable declaration in client API error handling)\", \"2026-01-11 00:53:24\"]\n[\"MehmoodSheikh_lifetime_2026-01-11\", \"MehmoodSheikh\", \"lifetime\", \"2026-01-11\", \"# MehmoodSheikh\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Feature Requests:** Documented platform limitations and requested functionality enhancements within the Eliza AI agent ecosystem.\\n  - Issues: elizaos/eliza#4241 (requested feature to enable tweeting with media), elizaos/eliza#3504 (reported Twitter profile fetch failure when using ProtonVPN).\", \"2026-01-11 00:53:26\"]\n[\"Titan-Node_lifetime_2026-01-11\", \"Titan-Node\", \"lifetime\", \"2026-01-11\", \"# Titan-Node\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Integrations:** Implemented a new image provider integration for Livepeer.\\n  - PRs: elizaos/eliza#1525 (feat: Add Livepeer Image Provider)\\n- **Bug Fixes:** Corrected text formatting logic for Twitter posts to prevent newline character inclusion.\\n  - PRs: elizaos/eliza#1070 (fix: Fixed twitter posts include from including `/n` in the text)\\n- **Issue Reporting:** Documented V2 runtime errors regarding task retrieval, environment variables, and group chat functionality.\\n  - Issues: elizaos/eliza#4238, elizaos/eliza#4282, elizaos/eliza#4315\", \"2026-01-11 00:53:35\"]\n[\"tskoyo_lifetime_2026-01-11\", \"tskoyo\", \"lifetime\", \"2026-01-11\", \"# tskoyo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Feature Requests:** Submitted bug reports regarding type definitions and plugin usage, and requested model support.\\n  - Issues: elizaos/eliza#4234 (Cannot find type definition file for 'hapi__shot'), elizaos/eliza#3380 (Unable to use plugin-evm), elizaos/eliza#2722 (Deepseek support in Eliza eliza-starter repository)\", \"2026-01-11 00:53:35\"]\n[\"vamostibor03_lifetime_2026-01-11\", \"vamostibor03\", \"lifetime\", \"2026-01-11\", \"# vamostibor03\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Setup:** Proposed workflow configuration additions and documented agent initialization failures.\\n  - PRs: elizaos/eliza#1282 (new workflow)\\n  - Issues: elizaos/eliza#4221 (Setting up agent doesn't work)\", \"2026-01-11 00:53:36\"]\n[\"levsagiv_lifetime_2026-01-11\", \"levsagiv\", \"lifetime\", \"2026-01-11\", \"# levsagiv\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified potential bugs regarding data usage in external provider integrations.\\n  - Issues: elizaos/eliza#4224 (Provider Data Not Used When Posting to Twitter)\", \"2026-01-11 00:53:36\"]\n[\"tcm390_lifetime_2026-01-11\", \"tcm390\", \"lifetime\", \"2026-01-11\", \"# tcm390\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 339 merged, 20 open\\n- **Pull Requests Reviewed:** 187 total (125 approvals, 13 change requests, 37 comments)\\n- **Issues:** 15 opened, 15 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Client Interface & GUI:** Implemented extensive UI features including chat interfaces, settings panels, and agent configuration tools.\\n  - PRs: elizaos/eliza#4270 (GUI support for importing JSON agents), elizaos/eliza#5373 (sidebar implementation), elizaos/eliza#5179 (chat title generation), elizaos/eliza#3907 (GUI thumbnails), elizaos/eliza#3731 (client UI agent configuration), elizaos/eliza#5446 (image generation UI action), elizaos/eliza#5115 (file uploading fixes), elizaos/eliza#4033 (drag & drop environment uploading), elizaos/eliza#5351 (agent card tweaks), elizaos/eliza#3929 (UI tweaks).\\n\\n- **Platform Integrations (Twitter, Discord, Telegram):** Managed client interactions, voice support, and platform-specific logic.\\n  - PRs: elizaos/eliza#4192 (Twitter interaction fixes), elizaos/eliza#3655 (Twitter Space actions), elizaos/eliza#4134 (Telegram community manager), elizaos/eliza#3680 (Discord voice join/leave), elizaos/eliza#1339 (long tweet handling), elizaos/eliza#2576 (X Spaces silence detection), elizaos/eliza#4265 (Discord action fixes), elizaos/eliza#3053 (Telegram message collision fix), elizaos/eliza#4264 (Discord actions fix), elizaos/eliza#1242 (Twitter template fixes).\\n\\n- **Core Runtime & Agent Logic:** Refactored core execution paths, action handling, and type definitions.\\n  - PRs: elizaos/eliza#5825 (multi-step action implementation), elizaos/eliza#6004 (idempotent runtime initialization), elizaos/eliza#5998 (runtime type definition refactor), elizaos/eliza#5528 (prompt exclusivity logic), elizaos/eliza#4608 (reply action logic), elizaos/eliza#1805 (model config refactor), elizaos/eliza#3364 (Anthropic provider support), elizaos/eliza#5536 (V1 to V2 character conversion), elizaos/eliza#5056 (callback and isPlan logic revert), elizaos/eliza#2772 (message parsing improvements).\\n\\n- **AI Services & Media Processing:** Integrated TTS/STT providers and image generation models.\\n  - PRs: elizaos/eliza#4255 (OpenAI TTS integration), elizaos/eliza#4259 (OpenAI TTS testing), elizaos/eliza#3452 (ElevenLabs plugin), elizaos/eliza#3939 (GUI STT & TTS fixes), elizaos/eliza#3056 (Image vision model provider fixes), elizaos/eliza#1605 (token trimming for non-OpenAI models), elizaos/eliza#4329 (OpenAI STT fixes), elizaos/eliza#1625 (transcription provider selection).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently submits rapid succession \\\"fix\\\" PRs immediately following larger \\\"feat\\\" merges (e.g., GUI features followed by multiple UI tweaks/fixes). Combines frontend React work with backend runtime logic in single workflows.\\n- **Review patterns:** Approves 67% of reviewed PRs. Focuses reviews on core logic and client UI consistency.\\n- **Collaboration patterns:** Works primarily within `elizaos/eliza` but maintains `plugin-farcaster`. Frequently interacts with @odilitime and @wtfsayo on reviews.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with Twitter client integrations and basic UI components.\\n- **Growth phases:**\\n  - **Nov 2024 - Jan 2025:** Focused heavily on Twitter client stability, long tweet handling, and initial Discord integrations.\\n  - **Feb 2025 - May 2025:** Shifted focus to GUI development, building out the agent creator, settings panels, and chat interface.\\n  - **Jun 2025 - Aug 2025:** Expanded into voice support (Discord/Telegram) and multimedia handling (TTS/STT).\\n- **Current:** Recent activity (Sept-Oct 2025) concentrates on Core Runtime refactoring, specifically multi-step actions, type definitions, and runtime initialization stability.\\n\\n## Organizational Signals\\n- **Repo Ownership:** High ownership in `elizaos-plugins/plugin-farcaster` (38% of merged PRs). Significant volume in `elizaos/eliza` (10% of all merged PRs), indicating a maintainer-level workload.\\n- **Work Structure:** 0% issue linkage rate (0/339 merged PRs linked to issues). Work appears to be driven by internal roadmap or direct communication rather than public issue tracking.\\n- **Review Dependencies:** High reliance on @cursor (88 reviews) and @odilitime (38 reviews) for merging code.\", \"2026-01-11 00:53:41\"]\n[\"JulioMCruz_lifetime_2026-01-11\", \"JulioMCruz\", \"lifetime\", \"2026-01-11\", \"# JulioMCruz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Client Application Reporting:** Documented runtime errors within the client application, specifically regarding loading failures and audio input/output functionality.\\n  - Issues: elizaos/eliza#3896 (using the client app, when try to use mic and play aloud are ...), elizaos/eliza#2588 (Client App not load due a error)\", \"2026-01-11 00:53:48\"]\n[\"LongJeongS_lifetime_2026-01-11\", \"LongJeongS\", \"lifetime\", \"2026-01-11\", \"# LongJeongS\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Bug Reporting:** Identified configuration errors regarding model usage in plugins.\\n  - Issues: elizaos/eliza#4210 (OpenAI Plugin using `gpt-4-vision-preview` model leading to 4...)\", \"2026-01-11 00:53:50\"]\n[\"LinuxIsCool_lifetime_2026-01-11\", \"LinuxIsCool\", \"lifetime\", \"2026-01-11\", \"# LinuxIsCool\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 3 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 11 opened, 9 closed\\n- **Avg Time to Merge:** 374 hours\\n\\n## Contribution Domains\\n- **Agent Runtime & Logic:** Modifications focus on fact retrieval, RAG knowledge handling, and post selection logic within the Eliza framework.\\n  - PRs: elizaos/eliza#2635 (Enable fetching relevant facts in the facts provider), elizaos/eliza#2924 (Fix ragKnowledge so that it doesn't load entire document), elizaos/eliza#2630 (Select 5 post examples in runtime instead of 50).\\n- **Documentation & Formatting:** Updates address configuration guides and markdown rendering adjustments.\\n  - PRs: elizaos/eliza#2632 (add docs on configuring secrets for multi agent workflows), elizaos/eliza#6159 (fix markdown spacing compact).\", \"2026-01-11 00:53:50\"]\n[\"fction_lifetime_2026-01-11\", \"fction\", \"lifetime\", \"2026-01-11\", \"# fction\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime error related to tweet processing logic.\\n  - Issues: elizaos/eliza#3877 (Error processing tweet undefined)\", \"2026-01-11 00:53:52\"]\n[\"suryanshkushwaha_lifetime_2026-01-11\", \"suryanshkushwaha\", \"lifetime\", \"2026-01-11\", \"# suryanshkushwaha\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime memory constraints within the Eliza framework.\\n  - Issues: elizaos/eliza#3664 (RAG Knowledge JavaScript Heap Out of Memory)\", \"2026-01-11 00:54:01\"]\n[\"zacmero_lifetime_2026-01-11\", \"zacmero\", \"lifetime\", \"2026-01-11\", \"# zacmero\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified integration failures regarding client linking.\\n  - Issues: elizaos/eliza#3785 (Discord & Telegram Client Integration Failing to Link with Ag...)\", \"2026-01-11 00:54:01\"]\n[\"yungalgo_lifetime_2026-01-11\", \"yungalgo\", \"lifetime\", \"2026-01-11\", \"# yungalgo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 93 merged, 38 open\\n- **Pull Requests Reviewed:** 22 total (1 approvals, 0 change requests, 21 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **CLI Infrastructure & Commands:** Developed and refactored core CLI commands including start, update, create, and environment management. Centralized directory detection logic to support monorepo structures.\\n  - PRs: elizaos/eliza#4583 (start command implementation), elizaos/eliza#4591 (update command logic), elizaos/eliza#4964 (create command with TEE support), elizaos/eliza#4610 (env command implementation), elizaos/eliza#5246 (centralize directory detection logic), elizaos/eliza#4987 (resolve env command interactive mode).\\n\\n- **Plugin Publishing & Management:** Built workflows for plugin publishing, npm authentication, and registry integration. Handled gitignore generation and template path resolution.\\n  - PRs: elizaos/eliza#4795 (CLI publish command update), elizaos/eliza#4095 (fix plugin publishing), elizaos/eliza#4731 (npm auth and validation), elizaos/eliza#4424 (refactor publish command), elizaos/eliza#5270 (change plugins to agent-scoped architecture), elizaos/eliza#4161 (node_modules gitignore handling).\\n\\n- **Testing & Quality Assurance:** Implemented E2E testing for starter templates and CLI commands. Resolved compilation failures and standardized test assertions.\\n  - PRs: elizaos/eliza#5720 (enable E2E for starter templates), elizaos/eliza#4688 (CLI test command fixes), elizaos/eliza#4004 (validate CLI functionality), elizaos/eliza#4813 (resolve E2E compilation failures), elizaos/eliza#5245 (restore test assertions after refactor).\\n\\n- **Core Refactoring & Maintenance:** Executed large-scale refactors to remove unused imports, fix linting errors, and optimize build processes.\\n  - PRs: elizaos/eliza#3606 (refactor memory queries and knowledge metadata), elizaos/eliza#3761 (fix linting in core swarm components), elizaos/eliza#5011 (centralize directory detection), elizaos/eliza#4740 (remove unused PDF.js imports).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently performs large-scale deletions alongside feature additions (e.g., elizaos/eliza#4688 removed 52k lines). Centralizes repeated logic into shared utilities (e.g., directory detection) before applying it across multiple commands.\\n- **Review patterns:** Review activity is low relative to authorship volume. Engagement consists primarily of comments rather than approvals or change requests.\\n- **Collaboration patterns:** Works primarily within `elizaos/eliza` but extends documentation in `elizaos/docs`. Relies heavily on automated/AI reviewers (Copilot, Coderabbit) for PR feedback.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in February 2025, initially focusing on general refactoring and linting (elizaos/eliza#3606).\\n- **Growth phases:** Activity spiked around the \\\"ELIZA290\\\" initiative, delivering a suite of CLI commands (start, update, dev, env) in rapid succession.\\n- **Shifts:** Focus shifted from core runtime refactoring to developer tooling (CLI) and later to the plugin ecosystem (publishing, registry, templates).\\n- **Current:** Recent activity (October 2025) concentrates on stabilizing E2E tests, refining the `publish` command, and managing registry entries in `elizaos-plugins/registry`.\\n\\n## Organizational Signals\\n- **Repo Ownership:** High ownership in `elizaos/docs` (71% of merged PRs) suggests responsibility for documentation consistency. (HIGH)\\n- **Work Structure:** 0% of merged PRs are linked to tracked issues, indicating work is likely tracked externally or informally. (MEDIUM)\\n- **Review Dependencies:** Primary reviewers are AI agents (@copilot-pull-request-reviewer, @coderabbitai), with limited human code review evident in the data. (HIGH)\", \"2026-01-11 00:54:03\"]\n[\"attackonryan_lifetime_2026-01-11\", \"attackonryan\", \"lifetime\", \"2026-01-11\", \"# attackonryan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors regarding model initialization.\\n  - Issues: elizaos/eliza#3801 (Model initialization failed)\", \"2026-01-11 00:54:03\"]\n[\"metatxn_lifetime_2026-01-11\", \"metatxn\", \"lifetime\", \"2026-01-11\", \"# metatxn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified performance inefficiencies related to API usage and vector search implementation.\\n  - Issues: elizaos/eliza#2688 (Duplicate API calls due to inefficient vector similarity search)\", \"2026-01-11 00:54:05\"]\n[\"t-phoenix_lifetime_2026-01-11\", \"t-phoenix\", \"lifetime\", \"2026-01-11\", \"# t-phoenix\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented a new plugin integration for Ether Guild, involving significant code additions (+5111 lines) across configuration, testing, and source files.\\n  - PRs: elizaos/eliza#3381 (feat: new plugin ether-guild)\", \"2026-01-11 00:54:14\"]\n[\"roninjin10_lifetime_2026-01-11\", \"roninjin10\", \"lifetime\", \"2026-01-11\", \"# roninjin10\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure:** Proposed containerization configuration for the repository.\\n  - PRs: elizaos/eliza#91 (feat: Add dockerfile)\\n- **Architecture:** Submitted design suggestions regarding core package interfaces.\\n  - Issues: elizaos/eliza#3491 (Suggestion: Add platform interface to core package for eliza v2)\", \"2026-01-11 00:54:14\"]\n[\"naiveai-dev_lifetime_2026-01-11\", \"naiveai-dev\", \"lifetime\", \"2026-01-11\", \"# naiveai-dev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting & Feature Requests:** Submitted bug reports and feature proposals for the Eliza framework.\\n  - Issues: elizaos/eliza#3394 (Bot Generates Multiple Replies Due to DEFAULT_MAX_TWEET_LENGTH), elizaos/eliza#2875 (Additional prompt feature based on service providers)\", \"2026-01-11 00:54:15\"]\n[\"boolkeys_lifetime_2026-01-11\", \"boolkeys\", \"lifetime\", \"2026-01-11\", \"# boolkeys\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Plugin Integrations:** Developed implementation for Twilio voice and text interactions.\\n  - PRs: elizaos/eliza#2139 (add twilio plugin implementation), elizaos/eliza#1665 (add Twilio plugin for voice and text interactions)\\n- **Knowledge Processing:** Adjusted handling of short text items within the knowledge subsystem.\\n  - PRs: elizaos/eliza#3652 (fix: Handle short text items in knowledge processing)\", \"2026-01-11 00:54:18\"]\n[\"odysseus0_lifetime_2026-01-11\", \"odysseus0\", \"lifetime\", \"2026-01-11\", \"# odysseus0\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Maintenance:** Identified requirements for clarifying plugin compatibility during version upgrades.\\n  - Issues: elizaos/eliza#4164 (Clearly Mark or Remove Plugins Not Yet Compatible with Eliza v2)\", \"2026-01-11 00:54:26\"]\n[\"yasir23_lifetime_2026-01-11\", \"yasir23\", \"lifetime\", \"2026-01-11\", \"# yasir23\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 7 opened, 5 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting - Environment & Configuration:** Reported setup and configuration hurdles regarding local execution, containerization, and model providers.\\n  - Issues: elizaos/eliza#2885 (Eliza chatbot client is not running on http://localhost:5173/), elizaos/eliza#3239 (Docker error in Mac M1), elizaos/eliza#2948 (Add the deepseek as the model provider to run it locally)\\n\\n- **Issue Reporting - Runtime & Integration:** Documented runtime failures specifically involving Twitter integration and database connectivity.\\n  - Issues: elizaos/eliza#3009 (Error generating new tweets with open), elizaos-plugins/plugin-twitter#39 (Twitter error with sql database), elizaos/eliza#5172 (Twitter not running with both plugin and client)\", \"2026-01-11 00:54:29\"]\n[\"urgarcia_lifetime_2026-01-11\", \"urgarcia\", \"lifetime\", \"2026-01-11\", \"# urgarcia\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Environment:** Identified execution barriers for Windows users on specific Node.js versions.\\n  - Issues: elizaos/eliza#4191 (Issue when running elizaos start on Windows (Node/NVM v23.3))\", \"2026-01-11 00:54:31\"]\n[\"lalalune_lifetime_2026-01-11\", \"lalalune\", \"lifetime\", \"2026-01-11\", \"# lalalune\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 95 merged, 44 open\\n- **Pull Requests Reviewed:** 69 total (46 approvals, 1 change requests, 19 comments)\\n- **Issues:** 77 opened, 70 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n**Core Architecture & Refactoring:**\\nExecuted structural changes to decouple the monolithic codebase into modular packages and plugins.\\n- elizaos/eliza#4864 (Refactor message server to be separate and standalone)\\n- elizaos/eliza#225 (Move code out to plugins, adapters, and clients)\\n- elizaos/eliza#1357 (Rename @elizaos/eliza to @elizaos/core)\\n- elizaos/eliza#3637 (Add `agent` table, rename `user` to `entity`, schema updates)\\n- elizaos/eliza#3602 (Refactor room state v2)\\n- elizaos/eliza#5020 (Refactor and split core types)\\n\\n**Plugin System & Modularization:**\\nEstablished the plugin architecture, moving functionality out of core and defining plugin specifications.\\n- elizaos/eliza#3342 (Delete all plugins from core to move to external packages)\\n- elizaos/eliza#4719 (Factor Knowledge out to Plugin and add Service Registry types)\\n- elizaos/eliza#4851 (Add plugin specifications to core)\\n- elizaos/eliza#5018 (Dynamic loading of database tables, rebuild plugin-sql)\\n- elizaos/eliza#5487 (Implement Form plugin)\\n- elizaos/eliza#4766 (Migrate knowledge tab to plugin-knowledge)\\n\\n**Client Integrations:**\\nImplemented and maintained external communication clients and frontend interfaces.\\n- elizaos/eliza#31 (Telegram client implementation)\\n- elizaos/eliza#203 (Fix Discord Voice and DMs)\\n- elizaos/eliza#588 (React Client fixes)\\n- elizaos/eliza#765 (Twitter client quality of life updates)\\n- elizaos/eliza#643 (Merge EVM client and add character override)\\n- elizaos/eliza#4699 (Configure Tauri for multi-platform CI/CD and mobile support)\\n\\n**Model Provider Abstraction:**\\nStandardized interfaces for various AI model providers.\\n- elizaos/eliza#74 (Model provider abstraction)\\n- elizaos/eliza#774 (Integrate more LLMs, fix switch case issues)\\n- elizaos/eliza#777 (Refactor image interface and update llama cloud)\\n- elizaos/eliza#853 (Use LARGE models for responses)\\n- elizaos/eliza#613 (Update and add Conflux)\\n\\n**DevOps & Tooling:**\\nManaged build systems, dependency migrations, and release workflows.\\n- elizaos/eliza#2852 (Replace pnpm with Bun)\\n- elizaos/eliza#670 (Add Turborepo)\\n- elizaos/eliza#767 (Pin dependencies and unify tsconfig)\\n- elizaos/eliza#1356 (Merge Develop into Main - Release management)\\n- elizaos/eliza#5507 (Add @elizaos/test-utils)\\n\\n## Contribution Patterns\\n- **Architectural Deletion:** Frequently submits PRs with high negative line counts (e.g., elizaos/eliza#3342, elizaos/eliza#225), indicating a pattern of extracting code from the monolith into modular components.\\n- **Release Management:** Handles large-scale branch merges (e.g., elizaos/eliza#1356, elizaos/eliza#4958) and versioning tasks.\\n- **Collaborative Fixes:** Regularly submits PRs prefixed with \\\"Shaw/\\\" (e.g., elizaos/eliza#587, elizaos/eliza#589, elizaos/eliza#4515), suggesting a specific pairing or support workflow with that contributor.\\n- **Review Style:** High approval rate (67% of reviews are approvals) with minimal change requests, focusing on unblocking merges.\\n- **Scope Expansion:** Work often touches the entire stack simultaneously\\u2014modifying config, docs, tests, and source code in single PRs (e.g., elizaos/eliza#4789).\\n\\n## Temporal Analysis\\n- **Entry (July 2024):** Initial contributions focused on specific client integrations, notably the Telegram client (elizaos/eliza#31) and model provider abstractions (elizaos/eliza#74).\\n- **Growth Phases:** Expanded into core infrastructure in late 2024, introducing Turborepo (elizaos/eliza#670) and managing dependency updates.\\n- **Shifts:** A distinct pivot occurred around PR #3342 and #225, shifting focus from adding features to the monolith to dismantling it in favor of a plugin-based architecture.\\n- **Current (Jan 2026):** Recent activity concentrates on \\\"V2\\\" architecture, specifically splitting types, refactoring the message server (elizaos/eliza#4864), and finalizing the plugin loading mechanisms.\\n\\n## Organizational Signals\\n- **Repo Ownership (LOW):** Owns 3% of merged PRs in `elizaos/eliza`, but the structural nature of changes (architecture/refactoring) implies higher influence than volume suggests.\\n- **Work Structure (MEDIUM):** 0% issue linkage rate on merged PRs. Work appears to be driven by internal roadmap or direct architectural requirements rather than public issue tracking.\\n- **Review Dependencies (HIGH):** Primary reviewers include automated systems (@cursor, @github-advanced-security) and @odilitime. The reliance on automated review tools for large refactors is notable.\", \"2026-01-11 00:54:33\"]\n[\"AbdelrahmanZ08_lifetime_2026-01-11\", \"AbdelrahmanZ08\", \"lifetime\", \"2026-01-11\", \"AbdelrahmanZ08 focused exclusively on issue reporting within the `elizaos/eliza` repository, specifically targeting the Twitter plugin. The reported issues address logic errors regarding duplicate memory creation on mentions and repeat checking on interactions. No code changes or pull requests were submitted during this period.\\n\\n# AbdelrahmanZ08\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Plugin Stability:** Reported bugs related to interaction logic and memory management within the Eliza framework.\\n  - Issues: elizaos/eliza#4127 (Repeat checking on interaction, mentioned tweets), elizaos/eliza#4115 (Twitter Plugin: Duplicate Memory Creation on Mentions & Null ...)\", \"2026-01-11 00:54:41\"]\n[\"mrasmuson_lifetime_2026-01-11\", \"mrasmuson\", \"lifetime\", \"2026-01-11\", \"# mrasmuson\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Quality:** Identified broken navigation links within project documentation.\\n  - Issues: elizaos/eliza#4145 (Documentation URL -> 404 Error)\", \"2026-01-11 00:54:41\"]\n[\"coxnate87_lifetime_2026-01-11\", \"coxnate87\", \"lifetime\", \"2026-01-11\", \"# coxnate87\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Inquiry:** Opened discussion regarding moderation capabilities within the Eliza framework.\\n  - Issues: elizaos/eliza#4117 (HOW do we block and ban interactions with specific accounts???)\", \"2026-01-11 00:54:48\"]\n[\"frahlg_lifetime_2026-01-11\", \"frahlg\", \"lifetime\", \"2026-01-11\", \"# frahlg\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Management:** Reported installation failures related to missing plugin dependencies.\\n  - Issues: elizaos/eliza#4109 (Installation fails: Cannot find dependency @elizaos/plugin-sq...)\", \"2026-01-11 00:54:52\"]\n[\"wtfsayo_lifetime_2026-01-11\", \"wtfsayo\", \"lifetime\", \"2026-01-11\", \"# wtfsayo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 563 merged, 100 open/closed\\n- **Pull Requests Reviewed:** 433 total (320 approvals, 16 change requests, 67 comments)\\n- **Issues:** 32 opened, 30 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Core Runtime & Architecture:** Implemented foundational architectural changes including the migration to Bun, event system refactoring, and module loading improvements.\\n  - PRs: elizaos/eliza#5609 (migrate from EventEmitter to Bun native EventTarget), elizaos/eliza#5629 (enhance ModuleLoader with local-first guarantees), elizaos/eliza#5122 (split server package from CLI), elizaos/eliza#5565 (implement service types and standardized interfaces), elizaos/eliza#4149 (replace eventEmitter3 with Evt), elizaos/eliza#3708 (consolidate character/agent handling), elizaos/eliza#3398 (build core first architecture), elizaos/eliza#5010 (reorganize API routes into domain-based structure).\\n\\n- **CLI & Developer Tooling:** Overhauled the CLI structure, introduced interactive prompts, and established the testing suite for developer tools.\\n  - PRs: elizaos/eliza#5036 (reorganize CLI commands into modular structure), elizaos/eliza#5016 (migrate prompts to @clack/prompts), elizaos/eliza#4301 (implement cli-test-suite), elizaos/eliza#5879 (standalone CLI chat interface), elizaos/eliza#4250 (improve CLI start code), elizaos/eliza#4170 (add update-cli command), elizaos/eliza#5431 (improve UX with spinner flow), elizaos/eliza#5080 (optimize CLI performance for create/plugins).\\n\\n- **Client UI & UX:** Built and refined major UI components including the agent sidebar, chat interface, and memory visualization tools.\\n  - PRs: elizaos/eliza#6023 (enhanced agent runs sidebar with timeline), elizaos/eliza#6016 (agent runs visualization timeline), elizaos/eliza#5344 (redesign Agent Cards homepage), elizaos/eliza#5111 (enhance chat UI styling), elizaos/eliza#4971 (responsive buttons and universal export), elizaos/eliza#3954 (view and edit agent memories), elizaos/eliza#3908 (show agent actions and runtime logs in UI), elizaos/eliza#4764 (enhanced agent components).\\n\\n- **Testing & CI/CD Infrastructure:** Led the migration of testing frameworks and implemented automated code quality workflows.\\n  - PRs: elizaos/eliza#4978 (migrate CLI tests from Bats to Bun TypeScript), elizaos/eliza#5250 (fix macOS CLI test failures), elizaos/eliza#5982 (comprehensive Windows CI test improvements), elizaos/eliza#5543 (enhance code quality workflow with Claude automation), elizaos/eliza#5532 (add code quality analysis), elizaos/eliza#5873 (add alpha CLI tests workflow), elizaos/eliza#5042 (OpenTelemetry instrumentation).\\n\\n- **Plugins & Registry Management:** Managed the plugin registry and implemented specific integrations for Farcaster, LocalAI, and EVM.\\n  - PRs: elizaos-plugins/registry#199 (improve v1 compatibility detection), elizaos-plugins/plugin-farcaster#4 (refactor Farcaster nomenclature), elizaos/eliza#4204 (externalise fastembed/node-llama-cpp), elizaos/eliza#4121 (add separate ollama plugin), elizaos/eliza#5217 (add Google Generative AI support), elizaos/eliza#5752 (add EVM plugin and tools), elizaos/eliza#5160 (add Ollama provider option).\\n\\n## Contribution Patterns\\n- **Code patterns:** Executes large-scale refactors (e.g., splitting Server/CLI, migrating test runners) followed by series of stabilization fixes. Frequently pairs feature additions with corresponding test suite updates (e.g., CLI test suite, integration tests).\\n- **Review patterns:** High volume of approvals (320) relative to change requests (16). Reviews span the entire stack but concentrate on core logic, plugin integrations, and CI configurations.\\n- **Collaboration patterns:** Works across the entire monorepo (Core, Client, CLI, Plugins). heavily interacts with automated review bots (@cursor, @copilot) and maintains a tight feedback loop with @ChristopherTrimboli.\\n\\n## Temporal Analysis\\n- **Entry (Jan 2025):** Initial contributions focused on plugin fixes (Eliza, LocalAI), CLI cleanup, and dependency management.\\n- **Growth phases (Q1-Q2 2025):** Scope expanded to core architecture (audio utils, agent/character consolidation) and significant UI feature development (memory viewer, agent actions).\\n- **Shifts (Mid 2025):** Pivoted heavily toward infrastructure, executing the migration from Bats to Bun for testing and implementing Claude-based CI workflows.\\n- **Current (Late 2025 - Jan 2026):** Recent activity concentrates on cross-platform stability (Windows CI), advanced UI features (Agent Runs visualization), and architectural standardization (Service types, EventTarget migration).\\n\\n## Organizational Signals\\n- **Repo Ownership (HIGH):** Maintains 39% of merged PRs in `elizaos-plugins/registry` and 38% in `elizaos-plugins/plugin-farcaster`. Holds 16% of all merged PRs in the main `elizaos/eliza` monorepo.\\n- **Work Structure (MEDIUM):** Low issue linkage rate (2%) suggests work is driven by internal roadmap or direct communication channels rather than public issue tracking.\\n- **Review Dependencies (HIGH):** Primary reviewers are automated bots and @ChristopherTrimboli, indicating a concentrated review circle for this high-volume output.\", \"2026-01-11 00:54:53\"]\n[\"jkbrooks_lifetime_2026-01-11\", \"jkbrooks\", \"lifetime\", \"2026-01-11\", \"# jkbrooks\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 33 total (32 approvals, 0 change requests, 0 comments)\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Project Strategy & Architecture:** Defined implementation plans and architectural refactoring goals for the ecosystem.\\n  - PRs: elizaos/eliza#4683 (Permashill impl plan v1)\\n  - Issues: elizaos/eliza#764 (Refactoring Eliza's Trading System), elizaos/eliza#305 (Managing Divergence Across the Eliza Ecosystem)\\n\\n- **Maintenance & CI:** Addressed environment validation reverts and coverage reporting issues.\\n  - PRs: elizaos/eliza#1051 (Revert \\\"chore: improve smokeTests environment validation...\\\")\\n  - Issues: elizaos/eliza#663 (Failed codecov run)\", \"2026-01-11 00:54:59\"]\n[\"mern-hash_lifetime_2026-01-11\", \"mern-hash\", \"lifetime\", \"2026-01-11\", \"# mern-hash\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified potential bugs regarding social media integration features.\\n  - Issues: elizaos/eliza#4102 (not getting links and hashtags in my twitter post)\", \"2026-01-11 00:55:01\"]\n[\"sw2347_lifetime_2026-01-11\", \"sw2347\", \"lifetime\", \"2026-01-11\", \"# sw2347\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Accuracy:** Identified discrepancies in project onboarding materials.\\n  - Issues: elizaos/eliza#4105 (quickstart guide instructions inaccurate/outdated)\", \"2026-01-11 00:55:05\"]\n[\"tercel_lifetime_2026-01-11\", \"tercel\", \"lifetime\", \"2026-01-11\", \"# tercel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 4 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 5 opened, 5 closed\\n- **Avg Time to Merge:** 41 hours\\n\\n## Contribution Domains\\n- **Core Runtime & Character Management:** Implemented multi-path character loading and refactored model handling within the runtime.\\n  - PRs: elizaos/eliza#2365 (Implement character loading from multiple paths), elizaos/eliza#4507 (Refactor model handling in AgentRuntime), elizaos/eliza#2054 (Open: Implement character loading functionality).\\n- **Utilities & Infrastructure:** Enhanced logging capabilities, message handling safety, and Solana address validation.\\n  - PRs: elizaos/eliza#3995 (Enhance logger functionality), elizaos/eliza#4508 (Enhance message handling with null checks), elizaos/eliza#4053 (Refactored SOL address handling).\\n- **Integrations:** Addressed platform-specific fixes for Twitter.\\n  - PRs: elizaos/eliza#4506 (V2 fixed twitter).\\n\\n## Contribution Patterns\\n- **Development Focus:** Prioritizes feature work (39%) and bug fixes (28%) within the `elizaos/eliza` repository.\\n- **Codebase Management:** Commits involve high-volume file modifications (3992 files modified), indicating batch updates or asset management alongside logic changes.\\n\\n## Temporal Analysis\\n- **Activity Window:** Contributions span from January 2025 to May 2025.\\n- **Recent Focus:** Activity in May 2025 concentrated on runtime refactoring (AgentRuntime) and text escaping improvements.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 0% (6/3407 PRs in elizaos/eliza).\\n- **Review Dependencies:** Reviews conducted exclusively by automated agents (@coderabbitai, @copilot-pull-request-reviewer) and @graphite-app; no human approvals recorded (HIGH).\\n- **Issue Linkage:** 0% of merged PRs close tracked issues (MEDIUM).\", \"2026-01-11 00:55:05\"]\n[\"elvin-du_lifetime_2026-01-11\", \"elvin-du\", \"lifetime\", \"2026-01-11\", \"# elvin-du\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified and reported package installation failures related to missing npm versions.\\n  - Issues: elizaos/eliza#4101 (dependency not found error)\", \"2026-01-11 00:55:05\"]\n[\"ljiang22_lifetime_2026-01-11\", \"ljiang22\", \"lifetime\", \"2026-01-11\", \"# ljiang22\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported syntax errors related to core package imports.\\n  - Issues: elizaos/eliza#4046 (SyntaxError regarding `generateText` import from @elizaos/core)\", \"2026-01-11 00:55:17\"]\n[\"OlexanderKulyk_lifetime_2026-01-11\", \"OlexanderKulyk\", \"lifetime\", \"2026-01-11\", \"# OlexanderKulyk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors related to command-line interface execution.\\n  - Issues: elizaos/eliza#4020 (npx elizaos agent list fetch failed)\", \"2026-01-11 00:55:17\"]\n[\"NewtTheWolf_lifetime_2026-01-11\", \"NewtTheWolf\", \"lifetime\", \"2026-01-11\", \"# NewtTheWolf\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Package Resolution:** Reported dependency availability issues within the Eliza framework.\\n  - Issues: elizaos/eliza#4037 (Issue: Cannot find package '@elizaos/plugin-openai' when usin...)\", \"2026-01-11 00:55:18\"]\n[\"552020_lifetime_2026-01-11\", \"552020\", \"lifetime\", \"2026-01-11\", \"# 552020\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 20 hours\\n\\n## Contribution Domains\\n- **Documentation:** Addressed minor formatting syntax in repository documentation.\\n  - PRs: elizaos/eliza#3788 (docs: Update intro.md - Fix missing space)\", \"2026-01-11 00:55:27\"]\n[\"jmikedupont2_lifetime_2026-01-11\", \"jmikedupont2\", \"lifetime\", \"2026-01-11\", \"# jmikedupont2\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 16 open\\n- **Pull Requests Reviewed:** 3 total (1 approvals, 0 change requests, 2 comments)\\n- **Issues:** 19 opened, 19 closed\\n- **Avg Time to Merge:** 103 hours\\n\\n## Contribution Domains\\n- **Integrations & Runtime:** Implemented Groq provider support and updated memory schema definitions.\\n  - PRs: elizaos/eliza#4044 (groq), elizaos/eliza#4292 (update memory.ts to use the new schema), elizaos/eliza#1616 (fix port 80 listening)\\n- **Platform & Infrastructure (Drafts):** Work-in-progress support for ARM64 architecture, OpenTelemetry, and documentation automation.\\n  - PRs: elizaos/eliza#2664 (Agentgit/feature/arm64 fastembed), elizaos/eliza#1853 (Feature/otel [Draft]), elizaos/eliza#3905 (Feature/v2/autdoc local)\\n- **Issue Reporting:** Documented runtime errors related to API limits, Windows build compatibility, and type safety.\\n  - Issues: elizaos/eliza#4087 (Groq crashing), elizaos/eliza#4094 (not building on windows), elizaos/eliza#3914 (Usage of typebox for safety)\\n\\n## Contribution Patterns\\n- **Draft-Heavy Workflow:** Maintains a high ratio of open/draft PRs (16) relative to merged code (4), pushing early feature branches (e.g., \\\"wip untested\\\", \\\"Draft example\\\") upstream for visibility.\\n- **Platform-Specific Debugging:** Frequently identifies and logs environment-specific issues, specifically targeting Windows build failures and ARM64 compatibility.\\n- **Integration-Led Issue Creation:** Issue reporting correlates closely with integration work, identifying specific API failures (Groq, Anthropic) and configuration errors encountered during implementation.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in December 2024.\\n- **Growth phases:** Initial activity focused on minor configuration fixes (port settings). Scope expanded in Q1 2025 to include substantial integration work (Groq) and core schema refactoring.\\n- **Current:** Recent activity through April 2025 concentrates on finalizing the Groq integration, updating memory handling schemas, and experimenting with V2 documentation tools.\", \"2026-01-11 00:55:27\"]\n[\"thewhitewizard_lifetime_2026-01-11\", \"thewhitewizard\", \"lifetime\", \"2026-01-11\", \"# thewhitewizard\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **LLM Integration & Error Handling:** Reported runtime parsing errors within the Ollama integration.\\n  - Issues: elizaos/eliza#3993 (Ollama LLM Response Parsing Fails - TypeError)\", \"2026-01-11 00:55:28\"]\n[\"linear_lifetime_2026-01-11\", \"linear\", \"lifetime\", \"2026-01-11\", \"# linear\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 110 opened, 90 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **CLI & Developer Experience:** Defines requirements for installation, project scaffolding, and cross-platform compatibility.\\n  - PRs: elizaos/eliza#5604 (Make API key setup optional), elizaos/eliza#5619 (Fix Windows path handling in CLI tests), elizaos/eliza#5497 (Force build on start), elizaos/eliza#5559 (Server process termination fix), elizaos/eliza#5631 (Align create command with TypeScript changes).\\n- **Testing & Scenarios Framework:** Architects the \\\"Scenario Matrix\\\" system, specifying requirements for evaluation engines, mock services, and reporting.\\n  - PRs: elizaos/eliza#5781 (Epic: Scenario Matrix Runner), elizaos/eliza#5579 (Final judgment implementation spec), elizaos/eliza#5578 (Evaluation engine spec), elizaos/eliza#5789 (Dynamic Report Rendering), elizaos/eliza#5573 (New scenario run command).\\n- **Plugin Ecosystem:** Tracks integration requirements for DeFi and external service plugins.\\n  - PRs: elizaos/eliza#5647 (defi-llama plugin), elizaos/eliza#5646 (aave plugin), elizaos/eliza#5952 (polygon plugin), elizaos/eliza#5645 (clanker plugin), elizaos/eliza#5654 (MCP plugin docs).\\n- **Core Runtime & Architecture:** Logs issues related to authentication, database security, and connection handling.\\n  - PRs: elizaos/eliza#6327 (JWT authentication), elizaos/eliza#6112 (Entity-level RLS), elizaos/eliza#6198 (Concurrent connection timeouts), elizaos/eliza#4024 (Ollama LLM parsing errors).\\n- **Project Management & Documentation:** Manages non-code deliverables including video production, workshops, and documentation audits.\\n  - PRs: elizaos/eliza#5668 (Produce Video 3), elizaos/eliza#5955 (Prepare ETH Tokyo Workshop), elizaos/eliza#6018 (SWOT Agent Analysis), elizaos/eliza#5665 (Full Docs Nitpick Review).\\n\\n## Contribution Patterns\\n- **Specification over Implementation:** Exclusively opens issues to define work (0 PRs authored), often using \\\"Ticket Spec\\\" or \\\"Epic\\\" prefixes to organize larger initiatives (e.g., elizaos/eliza#5579, elizaos/eliza#5781).\\n- **Granular Task Breakdown:** Deconstructs complex features into specific, implementable units (e.g., breaking the Scenario Matrix Epic into separate issues for reporting, logging, and orchestration).\\n- **Platform QA:** Frequently identifies and logs environment-specific issues, particularly regarding Windows compatibility (elizaos/eliza#5603, elizaos/eliza#5619).\\n- **Roadmap Orchestration:** Intersperses technical specifications with strategic tasks like workshop preparation and video production schedules.\\n\\n## Temporal Analysis\\n- **Entry:** Activity begins with bug reporting on core functionality (Ollama parsing) and CLI versioning issues (elizaos/eliza#4024).\\n- **Growth phases:**\\n  - **Phase 1 (CLI Refinement):** Concentrated on stabilizing the `elizaos` CLI tools, specifically `create`, `start`, and `dev` commands.\\n  - **Phase 2 (Scenarios Architecture):** Shifted focus to architecting the testing framework, creating a dense cluster of specifications for the \\\"Scenario Matrix\\\" system (Issues #5573-#5579, #5778-#5790).\\n- **Current:** Recent activity diversifies into ecosystem expansion (defining plugin requirements), advanced security features (RLS, JWT), and strategic documentation/media tasks.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 0% (LOW) - No code contributions recorded.\\n- **Work Structure:** High Issue Linkage (MEDIUM) - The volume and structure of issues (Epics, Specs) suggest a role in technical product management or architecture, defining the roadmap for other contributors to implement.\\n- **Review Dependencies:** N/A (LOW) - No code review activity.\", \"2026-01-11 00:55:35\"]\n[\"lord-dubious_lifetime_2026-01-11\", \"lord-dubious\", \"lifetime\", \"2026-01-11\", \"# lord-dubious\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Reported configuration hurdles regarding API key usage.\\n  - Issues: elizaos-plugins/plugin-twitter#28 (i tried to use the api keys and credentials)\", \"2026-01-11 00:55:36\"]\n[\"yongkangc_lifetime_2026-01-11\", \"yongkangc\", \"lifetime\", \"2026-01-11\", \"# yongkangc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Implementation:** Initiated development of a liquidity module within the Eliza framework.\\n  - PRs: elizaos/eliza#2514 (first commit for liq module)\\n\\n- **Issue Reporting:** Documented authentication failures related to Twitter integration in cloud environments.\\n  - Issues: elizaos/eliza#2225 (Bug: Twitter Authentication fails on Cloud. Error 399)\", \"2026-01-11 00:55:39\"]\n[\"omikolaj_lifetime_2026-01-11\", \"omikolaj\", \"lifetime\", \"2026-01-11\", \"# omikolaj\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified potential errors in RAG file processing logic regarding file embedding size.\\n  - Issues: elizaos/eliza#3745 (RAG processFile attempts to embed entire files causing errors)\", \"2026-01-11 00:55:39\"]\n[\"morning3tar_lifetime_2026-01-11\", \"morning3tar\", \"lifetime\", \"2026-01-11\", \"# morning3tar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified missing dependency modules for specific architectures within the Eliza framework.\\n  - Issues: elizaos/eliza#2242 (Missing Module: '@anush008/tokenizers-linux-arm64-gnu')\", \"2026-01-11 00:55:40\"]\n[\"shanejonas_lifetime_2026-01-11\", \"shanejonas\", \"lifetime\", \"2026-01-11\", \"# shanejonas\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Proposals:** Proposed integration of external protocols.\\n  - Issues: elizaos/eliza#844 (Add Model Context Protocol (MCP) Support)\", \"2026-01-11 00:55:49\"]\n[\"fibonacci998_lifetime_2026-01-11\", \"fibonacci998\", \"lifetime\", \"2026-01-11\", \"# fibonacci998\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Core & Integrations:** Initiated work to integrate a GitHub client into the core agent structure and proposed architectural changes for extending service types without core package modifications.\\n  - PRs: elizaos/eliza#1129 (feat: add github client to core agent; update lint in agent i...)\", \"2026-01-11 00:55:53\"]\n[\"y4my4my4m_lifetime_2026-01-11\", \"y4my4my4m\", \"lifetime\", \"2026-01-11\", \"# y4my4my4m\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 4 opened, 4 closed\\n- **Avg Time to Merge:** 168 hours\\n\\n## Contribution Domains\\n- **Speech & Audio Integration:** Addressed speech synthesis logic and configuration within the Eliza framework, specifically targeting speech typescript definitions.\\n  - PRs: elizaos/eliza#1312 (fix: Update speech.ts)\", \"2026-01-11 00:55:55\"]\n[\"rferrari_lifetime_2026-01-11\", \"rferrari\", \"lifetime\", \"2026-01-11\", \"# rferrari\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 4 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 5 opened, 4 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **AI Model Providers:** Implemented Groq image vision support and corrected tag handling for Venice.\\n  - PRs: elizaos/eliza#2342 (feat: groq image vision provider), elizaos/eliza#3203 (fix: think tag from venice)\\n- **Configuration & Bug Fixes:** Addressed dependency omissions and configuration typos in client packages.\\n  - PRs: elizaos/eliza#2175 (fix: insert missing langdetect), elizaos/eliza#2103 (fix: clientConfig.telegram.isPartOfTeam misstype)\\n- **Database Adapters:** Work in progress focuses on Supabase adapter functionality and scheme creation.\\n  - PRs: elizaos/eliza#3290 (Supabase Adapter Updates and Scheme Create Functions), elizaos/eliza#3221 (Supabase Adapter Updates)\", \"2026-01-11 00:55:55\"]\n[\"AIFlowML_lifetime_2026-01-11\", \"AIFlowML\", \"lifetime\", \"2026-01-11\", \"# AIFlowML\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 128 merged, 12 open\\n- **Pull Requests Reviewed:** 11 total (1 approvals, 0 change requests, 10 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n**Plugin Ecosystem Expansion & Integration**\\nImplemented and maintained a wide array of integrations, ranging from AI inference providers to blockchain protocols and communication platforms.\\n- elizaos/eliza#2512 (feat: add support for NVIDIA inference for ElizaOS)\\n- elizaos/eliza#2111 (feat: Add Akash Network plugin with autonomous deployment)\\n- elizaos/eliza#2434 (feat: Pyth Data Plugin)\\n- elizaos/eliza#859 (Add slack plugin)\\n- elizaos/eliza#2773 (feat: added Ankr plugin)\\n- elizaos/eliza#2701 (feat: Hyperbolic-plugin)\\n\\n**Codebase Standardization & Linting**\\nExecuted a repository-wide standardization initiative, applying linting fixes and Biome configurations across dozens of distinct plugin directories.\\n- elizaos/eliza#3091 (fix: plugin-b2 lint)\\n- elizaos/eliza#3089 (fix: plugin-binance lint)\\n- elizaos/eliza#3087 (fix: plugin-bittensor lint)\\n- elizaos/eliza#3073 (fix: plugin-depin lint)\\n- elizaos/eliza#3066 (fix: fix-plugin-di lint)\\n- elizaos/eliza#3186 (chore: add Biome configuration to Solana ecosystem plugins)\\n\\n**Core Infrastructure & Security**\\nAddressed core system functionality including database handling, security protocols, and local AI execution environments.\\n- elizaos/eliza#1806 (feat(security): Implement file upload security)\\n- elizaos/eliza#1743 (fix(postgres): Handle vector extension creation properly)\\n- elizaos/eliza#3704 (refactor: plugin local ai new)\\n- elizaos/eliza#1741 (fix(client-slack): implement Media type properties)\\n- elizaos/eliza#1750 (fix: PGVector_embedding_validation)\\n\\n## Contribution Patterns\\n- **Batch Processing:** Submits large batches of similar fixes across multiple modules simultaneously (e.g., sequential linting fixes for 30+ plugins in the #3000 range).\\n- **Refactoring Focus:** Engages in large-scale refactors involving high line-count churn, specifically within the Local AI and Security domains (e.g., #3704, #1806).\\n- **Review Asymmetry:** Authoring volume significantly exceeds review volume (128 merged PRs vs. 11 reviews).\\n- **Rapid Iteration:** Maintains a low average time to merge (9 hours) despite large file counts in standardization PRs.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024 with initial focus on core integrations.\\n- **Growth Phases:** January and February 2025 involved heavy feature additions (NVIDIA, Akash, Pyth plugins).\\n- **Shifts:** Activity shifted in March 2025 towards mass-standardization, linting, and configuration management (Biome adoption) across the plugin ecosystem.\\n- **Current:** Recent open PRs focus on Biome configuration for blockchain, storage, and TEE-related plugins.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 4% of elizaos/eliza (LOW). While volume is high, it is distributed across many peripheral plugins rather than concentrated in a single core module.\\n- **Work Structure:** 0% Issue Linkage (LOW). Work is submitted without referencing tracked issues, indicating an informal or external task management workflow.\\n- **Review Dependencies:** Primary review dependency on @wtfsayo (43 reviews) and @odilitime (42 reviews), creating a specific approval bottleneck.\", \"2026-01-11 00:56:02\"]\n[\"r4topunk_lifetime_2026-01-11\", \"r4topunk\", \"lifetime\", \"2026-01-11\", \"# r4topunk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Configuration:** Submitted a correction for a seeding error within the Supabase adapter.\\n  - PRs: elizaos/eliza#2418 (fix: adapter-supabase seed typo)\", \"2026-01-11 00:56:07\"]\n[\"JussCubs_lifetime_2026-01-11\", \"JussCubs\", \"lifetime\", \"2026-01-11\", \"# JussCubs\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to plugin-specific documentation within the Eliza framework.\\n  - PRs: elizaos/eliza#1707 (docs: update Twitter plugin README), elizaos/eliza#1706 (docs: update Twitter plugin README)\", \"2026-01-11 00:56:08\"]\n[\"sirkitree_lifetime_2026-01-11\", \"sirkitree\", \"lifetime\", \"2026-01-11\", \"# sirkitree\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 12 merged, 2 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 2 change requests, 2 comments)\\n- **Issues:** 33 opened, 33 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\nActivity concentrated exclusively in `elizaos/eliza`.\\n- **Project Governance & Documentation:** Established contribution guidelines and issue tracking standards.\\n  - PRs: elizaos/eliza#46 (Adding a CONTRIBUTING.md), elizaos/eliza#154 (Create pull_request_template.md), elizaos/eliza#62 (adding github issue templates), elizaos/eliza#41 (Update README.md)\\n- **CI/CD & Infrastructure:** Implemented automated workflows for changelogs, security scanning, and dependency management.\\n  - PRs: elizaos/eliza#358 (adding back renovate file), elizaos/eliza#192 (Update generate-changelog.yml), elizaos/eliza#155 (Update ci.yaml), elizaos/eliza#147 (Dependency update testing)\\n- **Testing & Quality Assurance:** Configured initial test environment and executed code cleanup.\\n  - PRs: elizaos/eliza#172 (adjusting test setup and adding a basic test), elizaos/eliza#67 (cleanup from #60)\\n- **Feature Implementation:** Added direct interaction capabilities.\\n  - PRs: elizaos/eliza#42 (provide a way to chat directly with the agent via command line)\\n\\n## Contribution Patterns\\n- **Workflow Definition:** Creates a high volume of issues (33) to define requirements\\u2014specifically for testing coverage (e.g., #183-#191)\\u2014relative to PR volume.\\n- **Configuration Focus:** Primary output consists of configuration files (56%) and documentation (14%) rather than core application logic.\\n- **Review Style:** Engages in code review via change requests rather than approvals.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in October 2024 with documentation and basic CLI features in `elizaos/eliza`.\\n- **Growth phases:** Expanded scope in November to include CI/CD pipeline configuration (changelogs, renovate) and establishing the testing framework.\\n- **Current:** Recent activity focuses on refining build configurations and dependency management automation.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs link to tracked issues, despite high issue creation volume (MEDIUM)\\n- **Review Dependencies:** No reviewer data available (HIGH)\", \"2026-01-11 00:56:12\"]\n[\"tsubasakong_lifetime_2026-01-11\", \"tsubasakong\", \"lifetime\", \"2026-01-11\", \"# tsubasakong\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 7 merged, 3 open\\n- **Pull Requests Reviewed:** 8 total (0 approvals, 0 change requests, 8 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 89 hours\\n\\n## Contribution Domains\\n- **Heurist Integration:** Implemented Heurist API as a new model provider, including support for embedding models and image generation settings.\\n  - PRs: elizaos/eliza#335 (feat: Add Heurist API Integration as New Model Provider), elizaos/eliza#2093 (feat: add Heurist embedding model), elizaos/eliza#375 (feat: Enhance Heurist Image Generation Settings)\\n- **Documentation & Configuration:** Updated integration documentation and environment variable examples to support the Heurist provider.\\n  - PRs: elizaos/eliza#339 (Update Heurist Integration Documentation and Examples), elizaos/eliza#2428 (feat:update heurist env var examples)\\n- **Bot Logic:** Added logic to prevent duplicate tweet responses.\\n  - PRs: elizaos/eliza#622 (fix: Add Tweet Response Deduplication Check)\", \"2026-01-11 00:56:13\"]\n[\"Y4NK33420_lifetime_2026-01-11\", \"Y4NK33420\", \"lifetime\", \"2026-01-11\", \"# Y4NK33420\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 7 merged, 2 open\\n- **Pull Requests Reviewed:** 8 total (0 approvals, 0 change requests, 8 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 57 hours\\n\\n## Contribution Domains\\n- **UI & Agent Configuration:** Modifications to user interface elements for agent management, settings validation, and input controls.\\n  - PRs: elizaos/eliza#4262 (Replace Text Input with Dropdown for Voice Model Selection), elizaos/eliza#4295 (Added Stop agent button in agent settings), elizaos/eliza#4197 (initial commit for fixing delete character button).\\n- **Testing Infrastructure:** Implementation of large-scale UI test suites and initial agent testing structures.\\n  - PRs: elizaos/eliza#4092 (added extensive UI Tests), elizaos/eliza#4067 (added initial tests for agents in the-org).\\n- **Integrations:** Added specific plugin defaults and external oracle connections.\\n  - PRs: elizaos/eliza#4574 (Implement Polygon Gas Oracle Integration), elizaos/eliza#4277 (Improvement: Default SQL and OpenAI Plugins for New Character).\", \"2026-01-11 00:56:18\"]\n[\"monilpat_lifetime_2026-01-11\", \"monilpat\", \"lifetime\", \"2026-01-11\", \"monilpat functions as the primary architect for the Coinbase integration within `elizaos/eliza`, delivering a comprehensive feature suite that includes basic and advanced trading logic (elizaos/eliza#608, elizaos/eliza#725), webhook infrastructure (elizaos/eliza#801), and smart contract interactions (elizaos/eliza#803, elizaos/eliza#923). This vertical focus is complemented by significant contributions to the core runtime, specifically the refactoring of LLM object generation (elizaos/eliza#309) and the introduction of dynamic prompting scenarios (elizaos/eliza#5824) to enhance testing capabilities. Beyond feature work, monilpat implemented essential repository automation for contributor engagement and security scanning (elizaos/eliza#1316, elizaos/eliza#1314). Their impact on project quality extends through high-volume code review activity (490 reviews) and a systematic push for architectural improvements, evidenced by numerous issues authored regarding granular error handling and dependency deduplication.\", \"2026-01-11 00:56:24\"]\n[\"chris35469_lifetime_2026-01-11\", \"chris35469\", \"lifetime\", \"2026-01-11\", \"# chris35469\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 89 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Updates to environment configuration templates to enable specific feature flags.\\n  - PRs: elizaos/eliza#4268 (Update .env.example to support twitter post generation)\", \"2026-01-11 00:56:26\"]\n[\"HarshModi2005_lifetime_2026-01-11\", \"HarshModi2005\", \"lifetime\", \"2026-01-11\", \"# HarshModi2005\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 16 merged, 2 open\\n- **Pull Requests Reviewed:** 18 total (0 approvals, 0 change requests, 18 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 45 hours\\n\\n## Contribution Domains\\n- **Plugin Integration & Blockchain:** Implemented and enhanced plugins for Polygon zkEVM, Polymarket, and Alethea AI.\\n  - PRs: elizaos/eliza#4801 (Polygon zkEVM plugin implementation), elizaos/eliza#4842 (Enhanced Polymarket plugin), elizaos/eliza#4902 (Initialize Alethea AI Plugin), elizaos/eliza#4636 (Polygon resolution)\\n- **Testing Infrastructure:** Added test coverage and suites for bootstrap and starter directories.\\n  - PRs: elizaos/eliza#4173 (Test Coverage for plugin-bootstrap), elizaos/eliza#4089 (Tests for project-starter directory)\\n- **User Interface:** Modified UI components, focus states, and onboarding flows.\\n  - PRs: elizaos/eliza#4293 (Onboarding Tour and Input Button), elizaos/eliza#4201 (Darkened borders and focus states), elizaos/eliza#4273 (UI Changes)\\n- **Configuration & Agents:** Managed default agent configurations and documentation.\\n  - PRs: elizaos/eliza#4323 (Added Default Agents based on org), elizaos/eliza#4219 (Update README for telegram plugin)\\n\\n## Contribution Patterns\\n- **Code patterns:** Delivers large-scale code additions, particularly in plugin implementations and agent configurations (e.g., +58k lines in #4323, +17k lines in #4842).\\n- **Focus areas:** Alternates between frontend UI refinements (CSS/Component logic) and backend integration logic (Blockchain/Plugins).\\n- **Testing:** Retroactively applies test coverage to existing project structures (plugin-bootstrap, project-starter).\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in March 2025, initially focusing on UI adjustments and documentation updates.\\n- **Growth phases:** Expanded scope in April 2025 to include significant testing infrastructure work.\\n- **Current:** Activity in May and June 2025 shifted heavily toward complex plugin development (Polygon, Polymarket) and large-scale configuration updates.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza (0% - Low confidence).\\n- **Work Structure:** 0% of merged PRs link to issues (Low confidence), suggesting work is ad-hoc or tracked outside GitHub issues.\\n- **Review Dependencies:** Primary review feedback comes from @monilpat (High confidence).\", \"2026-01-11 00:56:28\"]\n[\"Samarthsinghal28_lifetime_2026-01-11\", \"Samarthsinghal28\", \"lifetime\", \"2026-01-11\", \"# Samarthsinghal28\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 16 merged, 6 open\\n- **Pull Requests Reviewed:** 7 total (0 approvals, 0 change requests, 7 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n- **Testing & Quality Assurance:** Implemented extensive test coverage for EVM plugins, agent types, and CI/CD pipelines.\\n  - PRs: elizaos/eliza#4130 (Plugin evm tests fixed), elizaos/eliza#4090 (added tests for each agent type), elizaos/eliza#4068 (CI/CD integration tests fixed), elizaos/eliza#4196 (fixed issue with elizaos test command).\\n- **Plugin Development:** Developed and updated blockchain integration plugins for Polygon and Alethea ecosystems.\\n  - PRs: elizaos/eliza#4635 (Added Polygon Plugin), elizaos/eliza#4745 (Updated polygon plugin), elizaos/eliza#5247 (Added Actions and ABIs for Alethea Plugin), elizaos/eliza#4771 (fixed Undelegate Action).\\n- **Core Infrastructure & Instrumentation:** Addressed runtime stability, database migrations, and system instrumentation.\\n  - PRs: elizaos/eliza#4261 (Added Instrumentation), elizaos/eliza#4158 (fixed Pglite Migration issue), elizaos/eliza#4199 (resolved elizaos port unavailable issue), elizaos/eliza#4220 (fixed agent subcommands).\\n\\n## Contribution Patterns\\n- **Code patterns:** Submits large-scale refactors involving high line-count changes, particularly within test suites and instrumentation (e.g., +60k lines in elizaos/eliza#4261).\\n- **Review patterns:** Engages in code review exclusively through comments rather than formal approvals or change requests.\\n- **Focus:** Alternates between infrastructure stabilization (migrations, CLI fixes) and feature expansion (new plugins).\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in March 2025, initially focusing on CI/CD integration and test suite repairs in `elizaos/eliza`.\\n- **Growth phases:** Expanded scope in April and May to include core CLI fixes and database migration issues.\\n- **Current:** Activity in June 2025 concentrated on adding new plugins (Polygon, Alethea) and implementing comprehensive system instrumentation.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW).\\n- **Work Structure:** 0% of merged PRs link to tracked issues (LOW).\\n- **Review Dependencies:** Primary review dependency on @monilpat (25 reviews), indicating a concentrated review channel (HIGH).\", \"2026-01-11 00:56:34\"]\n[\"hishboy_lifetime_2026-01-11\", \"hishboy\", \"lifetime\", \"2026-01-11\", \"# hishboy\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 6 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 34 hours\\n\\n## Contribution Domains\\n- **Farcaster Integration:** Implemented the Farcaster plugin for v2 and refined message filtering and configuration logic.\\n  - PRs: elizaos/eliza#4096 (Farcaster plugin for v2), elizaos/eliza#4163 (Filter out ignored Farcaster mentioned), elizaos/eliza#4156 (Improve Farcaster configuration handling)\\n\\n- **Runtime & Embeddings:** Added support for custom embedding servers and corrected initialization sequences for runtime plugins.\\n  - PRs: elizaos/eliza#3958 (support any custom embedding server), elizaos/eliza#4189 (Fix runtime runtime.registerPlugin after initialization), elizaos/eliza#4253 (fix: Move init after adapter.init in runtime)\", \"2026-01-11 00:56:35\"]\n[\"piperTang_lifetime_2026-01-11\", \"piperTang\", \"lifetime\", \"2026-01-11\", \"# piperTang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 203 hours\\n\\n## Contribution Domains\\n- **Type Definitions:** Addressed type configuration within the Eliza framework.\\n  - PRs: elizaos/eliza#4243 (fix knowledge types)\", \"2026-01-11 00:56:42\"]\n[\"ngmachado_lifetime_2026-01-11\", \"ngmachado\", \"lifetime\", \"2026-01-11\", \"# ngmachado\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 697 hours\\n\\n## Contribution Domains\\n- **Text Processing:** Implemented semantic text splitting functionality within the Eliza framework.\\n  - PRs: elizaos/eliza#4235 (Semantic splitText)\", \"2026-01-11 00:56:46\"]\n[\"0xbbjoker_lifetime_2026-01-11\", \"0xbbjoker\", \"lifetime\", \"2026-01-11\", \"# 0xbbjoker\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 187 merged, 48 open\\n- **Pull Requests Reviewed:** 114 total (95 approvals, 4 change requests, 15 comments)\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 48 hours\\n\\n## Contribution Domains\\n- **Core Infrastructure & Database Architecture:** Implemented and refined database adapters, specifically focusing on PostgreSQL and PGlite integration, migration management, and connection handling.\\n  - PRs: elizaos/eliza#5990 (refactor dynamic migrations), elizaos/eliza#3598 (add pglite support & database design), elizaos/eliza#2293 (add getMemoryByIds to database adapters), elizaos/eliza#3803 (fix postgres migration), elizaos/eliza#3674 (fix re-init migration issue), elizaos/eliza#3805 (force singleton pg connection), elizaos/eliza#6048 (add MessageService interface), elizaos/eliza#6133 (fix entity names array serialization for PostgreSQL), elizaos/eliza#4142 (resolve database transaction deadlock)\\n\\n- **Monorepo Modularization:** Executed a large-scale decoupling strategy by removing specific plugins from the core monorepo to externalize dependencies.\\n  - PRs: elizaos/eliza#4386 (remove plugin evm), elizaos/eliza#4439 (remove plugin-local-ai), elizaos/eliza#4675 (fix plugin-tee build and exports), elizaos/eliza#4513 (remove plugin-solana), elizaos/eliza#4406 (remove plugin-browser), elizaos/eliza#4422 (remove hackish solution for cp migrations), elizaos/eliza#4400 (remove plugin-pdf), elizaos/eliza#4511 (remove plugin-openai)\\n\\n- **Plugin: Knowledge & RAG:** Enhanced the knowledge management system with vector search, PDF support, and embedding optimizations.\\n  - PRs: elizaos/eliza#3950 (client knowledge management), elizaos/eliza#4614 (add plugin-rag), elizaos-plugins/plugin-knowledge#35 (optimize knowledge graph), elizaos-plugins/plugin-knowledge#13 (add custom llm with caching), elizaos-plugins/plugin-knowledge#23 (add vector search to UI), elizaos-plugins/plugin-knowledge#27 (deterministic ids to prevent duplicates), elizaos/eliza#4188 (reduce chunk size & return only RAG fragments)\\n\\n- **Plugin: Telegram:** Maintained and upgraded the Telegram integration, addressing synchronization, message handling, and middleware logic.\\n  - PRs: elizaos/eliza#4106 (Fix/plugin telegram), elizaos/eliza#4128 (Enhance telegram), elizaos/eliza#4052 (fix tg negative id), elizaos/eliza#4137 (fix telegram to elizaos data model sync), elizaos-plugins/plugin-telegram#19 (resolve button handling crash), elizaos/eliza#4559 (enable strict types and adjust guards)\\n\\n- **Testing & Quality Assurance:** Added integration tests and enforced strict typing to improve system stability.\\n  - PRs: elizaos/eliza#4518 (add integration tests), elizaos/eliza#6034 (skip test execution for types-only packages), elizaos/eliza#6035 (use correct ZodError.issues API), elizaos/eliza#4725 (Fix/linter issues and tests), elizaos/eliza#4570 (update telegram messageManager tests)\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently implements \\\"Singleton\\\" patterns for database connections (elizaos/eliza#3805, elizaos/eliza#3333).\\n- **Refactoring patterns:** Executes massive deletion PRs to decouple architectures (e.g., removing plugins) followed by targeted configuration fixes in the remaining core.\\n- **Maintenance patterns:** Pairs feature additions with strict type enforcement (elizaos/eliza#4559) and linter resolutions (elizaos/eliza#4612).\\n- **Review patterns:** Maintains a high approval-to-change request ratio (95:4), indicating a tendency to unblock peers rather than block on minor issues.\\n- **Collaboration patterns:** Works across the entire stack (Client, Core, Plugins) rather than isolating to a single directory.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in January 2025 with a focus on database adapters and migration logic.\\n- **Growth phases:**\\n  - *Q1 2025:* Heavy focus on core database infrastructure (Postgres/PGlite) and initial Telegram plugin enhancements.\\n  - *Q2 2025:* Shifted to massive monorepo restructuring, removing over 10 different plugins to streamline the codebase.\\n  - *Q3 2025:* Deepened work on Knowledge/RAG systems and client-side knowledge management.\\n- **Shifts:** Pivoted from adding features to existing plugins to extracting plugins entirely from the repo, then returned to core runtime architecture (MessageService, UUID migration) in late 2025.\\n- **Current:** Recent activity (late 2025/early 2026) concentrates on refining the SQL plugin, optimizing caching mechanisms, and finalizing the migration to UUID-based agent identification.\\n\\n## Organizational Signals\\n- **Repo Ownership:** **HIGH**. Demonstrates effective ownership of `elizaos-plugins/plugin-openai` (67% of PRs) and `elizaos-plugins/plugin-knowledge` (62% of PRs).\\n- **Work Structure:** **MEDIUM**. Low issue linkage (1%) suggests they operate based on internal roadmaps or direct communication rather than public issue tracking.\\n- **Review Dependencies:** **HIGH**. Primary reviewers are automated bots (@cursor, @coderabbitai) and a single human reviewer (@ChristopherTrimboli), indicating a potential bottleneck or lack of broad peer review coverage.\", \"2026-01-11 00:56:59\"]\n[\"nitzansaar_lifetime_2026-01-11\", \"nitzansaar\", \"lifetime\", \"2026-01-11\", \"# nitzansaar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Error Resolution:** Addressed specific error states involving substantial codebase modifications (+56k lines) in the Eliza framework.\\n  - PRs: elizaos/eliza#4232 (resolved hapi shot error.)\", \"2026-01-11 00:57:00\"]\n[\"ai16z-demirix_lifetime_2026-01-11\", \"ai16z-demirix\", \"lifetime\", \"2026-01-11\", \"# ai16z-demirix\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 62 merged, 9 open/closed\\n- **Pull Requests Reviewed:** 19 total (1 approvals, 0 change requests, 18 comments)\\n- **Issues:** 39 opened, 38 closed\\n- **Avg Time to Merge:** 23 hours\\n\\n## Contribution Domains\\n**Test Infrastructure & Coverage:**\\nSystematically implemented test configurations and coverage across the plugin ecosystem and core clients. This work involves establishing initial test suites for previously untested modules.\\n- PRs: elizaos/eliza#3976 (S3 storage coverage +167k lines), elizaos/eliza#2621 (Plugin Abstract tests +115k lines), elizaos/eliza#1840 (Goals/Memory/Provider tests), elizaos/eliza#2345 (Solana plugin tests), elizaos/eliza#2454 (Instagram client tests), elizaos/eliza#3072 (Chainbase plugin tests).\\n\\n**Core Stability & Bug Fixes:**\\nAddressed failing tests in the main branch and fixed runtime errors related to strict typing and environment handling.\\n- PRs: elizaos/eliza#4605 (Fixing core package failures), elizaos/eliza#522 (Fixing goals and cache tests), elizaos/eliza#5426 (Fixing sender name logic), elizaos/eliza#5416 (Windows plugin loading fix), elizaos/eliza#465 (Fixing token and video generation tests).\\n\\n**DevOps & Tooling:**\\nUpdated build and test tooling, specifically migrating test setups to Bun and improving workflow configurations.\\n- PRs: elizaos/eliza#5368 (Bun test app setup), elizaos/eliza#1869 (Workflow for package folder checks), elizaos-plugins/plugin-twitter#35 (Switching test setup to Bun), elizaos/eliza#1834 (Replacing console.log with elizaLogger).\\n\\n## Contribution Patterns\\n- **Code Patterns:** Focuses heavily on \\\"greenfield\\\" testing; frequently submits PRs that introduce thousands of lines of test code to existing features without modifying the feature logic itself.\\n- **Workflow:** Operates in a self-contained loop of creating an issue to track missing coverage (e.g., \\\"Add tests for X plugin\\\") and immediately submitting the corresponding PR.\\n- **Review Patterns:** Participation in code review is minimal compared to authorship volume; engagement is limited to commenting rather than approving or requesting changes.\\n- **Collaboration:** Works almost exclusively within `elizaos/eliza`, systematically iterating through the `packages/` directory to apply a standardized testing pattern to each plugin.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024, initially focusing on fixing existing failing tests in the core repository (elizaos/eliza#465).\\n- **Growth phases:**\\n    - **Nov-Dec 2024:** Stabilized core functionality by addressing failing unit tests in token generation and video understanding.\\n    - **Jan-Mar 2025:** Expanded scope to client-side testing, adding coverage for Twitter, Discord, Telegram, and GitHub clients.\\n    - **Apr-June 2025:** Shifted to high-volume plugin coverage, submitting massive test suites for S3, Avalanche, and Abstract plugins.\\n- **Current:** Recent activity (July 2025) focuses on infrastructure modernization (Bun migration) and OS-specific compatibility fixes (Windows loading).\\n\\n## Organizational Signals\\n- **Repo Ownership:** **LOW** (2% of elizaos/eliza). Despite high volume, contributions are auxiliary (tests) rather than core feature logic.\\n- **Work Structure:** **MEDIUM** (0% automated linkage). While PRs do not automatically close issues via syntax, the contributor manually creates and closes issues that map 1:1 with their PRs, indicating a structured, self-directed workflow.\\n- **Review Dependencies:** **HIGH**. Reliance on @shakkernerd for the vast majority of approvals (16/19 reviews).\", \"2026-01-11 00:57:00\"]\n[\"odilitime_lifetime_2026-01-11\", \"odilitime\", \"lifetime\", \"2026-01-11\", \"odilitime functions as a primary release manager and infrastructure architect for the `elizaos` ecosystem, executing high-volume synchronization merges between development and main branches while overseeing versioning and lockfile maintenance. Beyond release engineering, they drive significant architectural refactors in the core runtime, including the optimization of memory fetching, database API restructuring, and the implementation of a V2 plugin system with namespaced routes. They maintain substantial ownership over the `plugin-discord` and `plugin-solana` repositories, implementing slash commands, permission systems, and Token 2022 support. Their workflow involves extensive code review activity and the creation of CLI utilities to standardize developer workflows.\\n\\n# odilitime\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 159 merged, 28 open\\n- **Pull Requests Reviewed:** 613 total (331 approvals, 27 change requests, 163 comments)\\n- **Issues:** 7 opened, 7 closed\\n- **Avg Time to Merge:** 135 hours\\n\\n## Contribution Domains\\n\\n- **Release Engineering & DevOps:** Manages large-scale branch synchronization, version bumping, and dependency locking across the monorepo.\\n  - PRs: elizaos/eliza#2171 (Prep v0.1.8 dev => main), elizaos/eliza#1045 (release develop into main), elizaos/eliza#3739 (rel 0.25.9 prep), elizaos/eliza#1290 (Update main for v0.1.6-alpha.5), elizaos/eliza#1006 (Bring Develop up to date with HEAD), elizaos/eliza#1283 (fix lockfile), elizaos/eliza#1872 (Fix postinstall script), elizaos/eliza#3523 (bump version & lockfile).\\n\\n- **Core Runtime & Architecture:** Refactors fundamental system components including database APIs, memory processing, and bootstrap logic.\\n  - PRs: elizaos/eliza#4556 (improve db api), elizaos/eliza#2135 (Optimize memory fetching by moving sorting/slicing), elizaos/eliza#5684 (Bootstrap event / logging improvement), elizaos/eliza#3429 (v1 CLI utility), elizaos/eliza#1454 (allow passing secrets through environment), elizaos/eliza#6038 (support SERVER_PORT), elizaos/eliza#5827 (initPromise & always include runtime in emitted events), elizaos/eliza#5801 (getServiceLoadPromise).\\n\\n- **Plugin System Infrastructure:** Develops the architecture for plugin loading, routing, and V1/V2 interoperability.\\n  - PRs: elizaos/eliza#5693 (namespace plugin routes), elizaos/eliza#4384 (Prepare 0.x for sharing plugins with 1.x), elizaos/eliza#4553 (plugin-specification submodule), elizaos/eliza#6333 (plugin-bootstrap actions/providers), elizaos/eliza#6164 (improve accepted formats for plugin names), elizaos/eliza#3698 (better plugin loading error handling), elizaos/eliza#1627 (turbo deps for plugin-evm).\\n\\n- **Discord Integration:** Implements interaction models, permission systems, and service stability fixes.\\n  - PRs: elizaos-plugins/plugin-discord#29 (Slash command permissions), elizaos-plugins/plugin-discord#30 (get room history service function), elizaos-plugins/plugin-discord#23 (Discord slash commands interface), elizaos-plugins/plugin-discord#34 (Add permission system), elizaos-plugins/plugin-discord#17 (Support embeds/forwards), elizaos/eliza#1029 (client-discord stop implementation), elizaos/eliza#598 (fix discord crash on sending message to null channel).\\n\\n- **Solana Integration:** Updates chain-specific logic, type safety, and token standards.\\n  - PRs: elizaos-plugins/plugin-solana#10 (utilities, strict ts), elizaos-plugins/plugin-solana#14 (token 2022 upgrades), elizaos-plugins/plugin-solana#22 (Enable typechecks in build), elizaos-plugins/plugin-solana#16 (improvements, type fixes), elizaos-plugins/plugin-solana#8 (Set chain/service & change service name).\\n\\n- **Twitter/Social Clients:** Refines fetching logic and client stability.\\n  - PRs: elizaos/eliza#1021 (Twitter fetchHomeTimeline rework), elizaos/eliza#1003 (Twitter search switch), elizaos/eliza#1514 (fix client-twitter lowerCase bug), elizaos/eliza#1541 (twitter usernames can start with numbers), elizaos/eliza#620 (handle when tweet_results is empty better).\\n\\n## Contribution Patterns\\n- **Code Patterns:** Frequently submits massive \\\"chore\\\" PRs that synchronize development branches to main, often exceeding 100k line changes due to lockfile/artifact updates. Pairs these with targeted architectural refactors (e.g., DB API, memory optimization).\\n- **Review Patterns:** Maintains a high volume of reviews (613) with a strong bias toward approval (331 approvals vs 27 change requests), suggesting a role in unblocking merges rather than strict gatekeeping.\\n- **Collaboration Patterns:** Operates as a central node across the monorepo and plugin ecosystem, frequently interacting with automated tools (Cursor, Coderabbit) and co-maintainers like `monilpat`.\\n- **Maintenance Patterns:** regularly addresses \\\"lint\\\" and \\\"lockfile\\\" issues in standalone PRs, separating maintenance tasks from feature work.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with documentation improvements and initial Quickstart guide clarifications (elizaos/eliza#334).\\n- **Growth Phases:**\\n  - **Late 2024:** Shifted rapidly into release management (merging develop to main) and Twitter client fixes.\\n  - **Early 2025:** Expanded scope to include heavy refactoring of the Discord and Solana plugins.\\n  - **Mid 2025:** Focused on core runtime optimization (memory fetching, DB API) and CLI tool creation.\\n- **Shifts:** Moved from client-specific fixes (Twitter/Discord) to foundational system architecture (Plugin V2, Bootstrap logic) in late 2025.\\n- **Current:** Recent activity (Jan 2026) concentrates on the \\\"Spartan\\\" sub-project, plugin bootstrapping, and continued release management for v0.25.x versions.\\n\\n## Organizational Signals\\n- **Repo Ownership:** High ownership in `elizaos-plugins/plugin-solana` (50%), `elizaos-plugins/plugin-discord` (50%), and `elizaos/spartan` (50%).\\n- **Work Structure:** 0% issue linkage rate (0/159 merged PRs linked to issues), indicating a workflow driven by internal roadmaps or direct communication rather than public issue tracking.\\n- **Review Dependencies:** Primary reviewers are automated bots (@cursor, @coderabbitai) and @monilpat, indicating a reliance on automated checks and a specific peer for human review.\", \"2026-01-11 00:57:02\"]\n[\"michavie_lifetime_2026-01-11\", \"michavie\", \"lifetime\", \"2026-01-11\", \"# michavie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 7 merged, 2 open\\n- **Pull Requests Reviewed:** 3 total (0 approvals, 0 change requests, 3 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 82 hours\\n\\n## Contribution Domains\\n- **Type System & Build Configuration:** Focused on ESM type generation and declaration fixes across Core, SQL, Bootstrap, and OpenAI packages.\\n  - PRs: elizaos/eliza#4442 (Fix ESM type generation in packages: SQL, Boostrap & OpenAI), elizaos/eliza#4341 (Fix ESM type declarations in Core), elizaos/eliza#4311 (Export bootstrap plugin capabilities)\\n- **Agent Logic & Integrations:** Implemented model usage tracking for OpenAI and corrected entity-agent relationship logic.\\n  - PRs: elizaos/eliza#4230 (Add OpenAi model usage events), elizaos/eliza#4223 (Fix relationship between entities and agents)\", \"2026-01-11 00:57:07\"]\n[\"pierce403_lifetime_2026-01-11\", \"pierce403\", \"lifetime\", \"2026-01-11\", \"# pierce403\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented the Venice plugin integration, comprising configuration, source code, tests, and documentation.\\n  - PRs: elizaos/eliza#4214 (Feature/plugin venice)\", \"2026-01-11 00:57:13\"]\n[\"avp1598_lifetime_2026-01-11\", \"avp1598\", \"lifetime\", \"2026-01-11\", \"# avp1598\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **OpenAI Plugin Integration:** Focused on extending configuration options and stability for the OpenAI provider.\\n  - PRs: elizaos/eliza#4140 (Added ability to choose embedding model), elizaos/eliza#4207 (Fixed OpenAI object JSON parse error), elizaos/eliza#4169 (Refactored OpenAI plugin structure).\", \"2026-01-11 00:57:15\"]\n[\"jinbangyi_lifetime_2026-01-11\", \"jinbangyi\", \"lifetime\", \"2026-01-11\", \"# jinbangyi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **TON Blockchain Integration:** Implemented the initial TON plugin and subsequently added debug scripts and transfer logic fixes.\\n  - PRs: elizaos/eliza#1039 (feat: add plugin-ton), elizaos/eliza#2744 (feat(ton-plugin): add debug scripts and fix the transfer)\\n- **Client Development:** Initiated feature work for Twitter client integration.\\n  - PRs: elizaos/eliza#4206 (feat: client -twitter)\", \"2026-01-11 00:57:17\"]\n[\"everimbaq_lifetime_2026-01-11\", \"everimbaq\", \"lifetime\", \"2026-01-11\", \"# everimbaq\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Configuration Management:** Corrected environment variable definitions within the application configuration.\\n  - PRs: elizaos/eliza#2324 (fix: correct OPENROUTER_API_KEY env in config)\", \"2026-01-11 00:57:20\"]\n[\"arandaschimpf_lifetime_2026-01-11\", \"arandaschimpf\", \"lifetime\", \"2026-01-11\", \"# arandaschimpf\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 767 hours\\n\\n## Contribution Domains\\n- **Bug Fixes:** addressed JSON parsing logic regarding nested objects.\\n  - PRs: elizaos/eliza#4198 (fix json parse problem with nested objects)\", \"2026-01-11 00:57:26\"]\n[\"EonHao_lifetime_2026-01-11\", \"EonHao\", \"lifetime\", \"2026-01-11\", \"# EonHao\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:** Executed 8 commits across 10 files (+630/-269 lines).\\n  - Focus: Work primarily categorized as bugfix (88%) with minor other work (13%).\\n  - *Note: Activity consists of direct code changes; no specific Pull Requests (org/repo#N) were recorded in the dataset.*\", \"2026-01-11 00:57:27\"]\n[\"Imsharad_lifetime_2026-01-11\", \"Imsharad\", \"lifetime\", \"2026-01-11\", \"# Imsharad\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n**Instrumentation & Testing:**\\nFocused on implementing comprehensive instrumentation coverage for the Twitter plugin, involving significant code and configuration updates across 21 files.\\n- PRs: elizaos/eliza#4190 (feat: Add 100% instrumentation coverage for Twitter plugin)\", \"2026-01-11 00:57:31\"]\n[\"ncale_lifetime_2026-01-11\", \"ncale\", \"lifetime\", \"2026-01-11\", \"# ncale\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 120 hours\\n\\n## Contribution Domains\\n- **Telegram Integration:** Expanded Telegram client capabilities within the Eliza framework, focusing on user feedback indicators and message formatting.\\n  - PRs: elizaos/eliza#4280 (feat: add typing indicator to telegram), elizaos/eliza#4279 (refactor: improve telegram markdown parsing), elizaos/eliza#4287 (fix: expose telegram types)\\n\\n- **Messaging Interface:** Implemented interactive UI components for message handling.\\n  - PRs: elizaos/eliza#4187 (feat: Add message buttons)\", \"2026-01-11 00:57:42\"]\n[\"imthatcarlos_lifetime_2026-01-11\", \"imthatcarlos\", \"lifetime\", \"2026-01-11\", \"# imthatcarlos\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 17 hours\\n\\n## Contribution Domains\\n- **Ecosystem Integrations:** Implemented and registered external integrations for the Eliza ecosystem, specifically focusing on Lens Protocol and Bonsai.\\n  - PRs: elizaos/eliza#1098 (feat: Lens client), elizaos-plugins/registry#181 (add: plugin-bonsai), elizaos-plugins/registry#191 (edit: plugin-bonsai published)\", \"2026-01-11 00:57:43\"]\n[\"voronor_lifetime_2026-01-11\", \"voronor\", \"lifetime\", \"2026-01-11\", \"# voronor\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 533 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance:** Updates to scripts for cross-platform compatibility and code cleanup.\\n  - PRs: elizaos/eliza#4195 (make cleanup script compatible across platforms), elizaos/eliza#4030 (removed duplicate JSON import)\", \"2026-01-11 00:57:45\"]\n[\"emmanuel-ferdman_lifetime_2026-01-11\", \"emmanuel-ferdman\", \"lifetime\", \"2026-01-11\", \"# emmanuel-ferdman\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Source Configuration:** Updates to plugin source definitions.\\n  - PRs: elizaos/eliza#3944 (fix: update plugins source)\\n- **Documentation:** Maintenance of local development guides.\\n  - PRs: elizaos/eliza#4193 (docs: update local development guide)\", \"2026-01-11 00:57:47\"]\n[\"sheropen_lifetime_2026-01-11\", \"sheropen\", \"lifetime\", \"2026-01-11\", \"# sheropen\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Work:** Modified 4 files (+1188/-843 lines) involving various file types via direct commit.\\n  - PRs: No merged pull requests available for citation.\", \"2026-01-11 00:57:52\"]\n[\"santamasa_lifetime_2026-01-11\", \"santamasa\", \"lifetime\", \"2026-01-11\", \"# santamasa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 31 hours\\n\\n## Contribution Domains\\n- **Documentation:** Corrected syntax in repository documentation.\\n  - PRs: elizaos/eliza#4148 (docs: removed an extra `~`)\", \"2026-01-11 00:57:52\"]\n[\"retdude_lifetime_2026-01-11\", \"retdude\", \"lifetime\", \"2026-01-11\", \"# retdude\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **Configuration & Maintenance:** Updated environment variable documentation and identified runtime issues within the knowledge retrieval system.\\n  - PRs: elizaos/eliza#4136 (docs: added raiinmaker to .env.example)\\n  - Issues: elizaos/eliza#4408 (Reported RAG document Knowledge error regarding getCachedEmbeddings)\", \"2026-01-11 00:58:00\"]\n[\"dependabot[bot]_lifetime_2026-01-11\", \"dependabot[bot]\", \"lifetime\", \"2026-01-11\", \"# dependabot[bot]\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Modifications:** Recorded 21 commits modifying 30 files (+749/-336 lines) involving various file types.\\n  - Focus: Activity categorized as other work (76%) and bugfix work (14%).\\n  - PRs: No specific Pull Request identifiers provided in dataset.\", \"2026-01-11 00:58:03\"]\n[\"Cooops_lifetime_2026-01-11\", \"Cooops\", \"lifetime\", \"2026-01-11\", \"# Cooops\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 4 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 37 hours\\n\\n## Contribution Domains\\n**Email Automation & Evaluation:** Implemented a new plugin for intelligent email processing and automation within the Eliza framework.\\n- PRs: elizaos/eliza#2709 (feat(new-plugin): adding intelligent email evaluation and automation), elizaos/eliza#4123 (More email changes eliza base made), elizaos/eliza#2676 (Adding intelligent email evaluation and automation for eliza)\", \"2026-01-11 00:58:07\"]\n[\"pgoos_lifetime_2026-01-11\", \"pgoos\", \"lifetime\", \"2026-01-11\", \"# pgoos\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 3 open\\n- **Pull Requests Reviewed:** 20 total (4 approvals, 1 change requests, 15 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 47 hours\\n\\n## Contribution Domains\\n**Testing & CI Infrastructure:** Established testing workflows, coverage reporting, and CI integration for the core package.\\n- PRs: elizaos/eliza#676 (configured test execution with coverage), elizaos/eliza#590 (enabled core package tests in CI), elizaos/eliza#659 (added minimal codecov configuration).\\n\\n**Integration & Features:** Implemented integration testing enhancements and external service connections.\\n- PRs: elizaos/eliza#1767 (enhanced integration tests and added Coinbase Commerce integration), elizaos/eliza#2705 (removed hardcoded branch names from commit logic).\", \"2026-01-11 00:58:08\"]\n[\"HashWarlock_lifetime_2026-01-11\", \"HashWarlock\", \"lifetime\", \"2026-01-11\", \"# HashWarlock\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 39 merged, 4 open\\n- **Pull Requests Reviewed:** 61 total (13 approvals, 1 change requests, 36 comments)\\n- **Issues:** 5 opened, 5 closed\\n- **Avg Time to Merge:** 28 hours\\n\\n## Contribution Domains\\n- **TEE (Trusted Execution Environment) Implementation:** Architected and maintained the TEE plugin ecosystem, including Solana integration, remote attestation, and key derivation.\\n  - PRs: elizaos/eliza#632 (Initial TEE Plugin), elizaos/eliza#835 (Add TEE Mode to Solana Plugin), elizaos/eliza#2039 (Update Key Derive in TEE), elizaos/eliza#1885 (Add remote attestation action), elizaos/eliza#4305 (Fix remote attestation action)\\n- **Infrastructure & Docker Optimization:** Refactored containerization logic to reduce image size and build times, alongside CI/CD pipeline updates.\\n  - PRs: elizaos/eliza#782 (Refactor Dockerfile to reduce image/build time), elizaos/eliza#4120 (Reduce docker image size), elizaos/eliza#3732 (Fix docker image for CI/CD setup), elizaos/eliza#3994 (Add TEE CI/CD pipeline)\\n- **Developer Tooling & CLI:** Created CLI commands and starter templates to facilitate TEE project initialization.\\n  - PRs: elizaos/eliza#4830 (Add TEE starter project create CLI), elizaos/eliza#4774 (Add Project TEE Starter Template), elizaos/eliza#4850 (Fix CLI for TEE and update doc)\\n- **API Integration:** Implemented support for RedPill API.\\n  - PRs: elizaos/eliza#198 (Add RedPill API Support), elizaos/eliza#4045 (Add RedPill support)\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently submits high-line-count PRs related to dependency updates or initial plugin scaffolding (e.g., elizaos/eliza#198, elizaos/eliza#632). Pairs infrastructure changes with CI/CD pipeline adjustments.\\n- **Review patterns:** Engages in discussions (36 comments) significantly more often than issuing formal approvals or change requests.\\n- **Collaboration patterns:** Works exclusively within the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024, initially focusing on Docker optimizations and RedPill API integration.\\n- **Growth phases:** Shifted focus in early 2025 to establishing the TEE (Trusted Execution Environment) plugin architecture.\\n- **Current:** Recent activity (July 2025) concentrates on stabilizing TEE tooling, specifically CLI commands and starter templates for developer onboarding.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 1% of `elizaos/eliza` (LOW).\\n- **Work Structure:** 0% of merged PRs are linked to tracked issues (LOW), suggesting work is directed via external channels or direct communication.\\n- **Review Dependencies:** Primary reviewers are @shakkernerd and @lalalune (HIGH).\", \"2026-01-11 00:58:15\"]\n[\"neuroscr_lifetime_2026-01-11\", \"neuroscr\", \"lifetime\", \"2026-01-11\", \"# neuroscr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Codebase Modifications:**\\n  - Activity consists of 30 commits modifying 30 files (+8657/-6044 lines).\\n  - No Pull Requests were created or merged; contributions appear as direct commits or untracked changes, preventing functional categorization via org/repo#N format.\", \"2026-01-11 00:58:19\"]\n[\"harshal247_lifetime_2026-01-11\", \"harshal247\", \"lifetime\", \"2026-01-11\", \"# harshal247\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 67 hours\\n\\n## Contribution Domains\\n- **CLI Testing & Infrastructure:** Focused on resolving failing test cases and updating CLI test configurations, involving significant line count modifications likely associated with test snapshots or refactoring.\\n  - PRs: elizaos/eliza#4100 (Updated code to resolve failing cli testcases), elizaos/eliza#4075 (Updates CLI tests code based on the PR comments)\\n\\n- **API Development:** Work in progress regarding backend endpoints for data retrieval.\\n  - PRs: elizaos/eliza#4308 (API endpoint for querying trace data)\", \"2026-01-11 00:58:19\"]\n[\"0xbryer_lifetime_2026-01-11\", \"0xbryer\", \"lifetime\", \"2026-01-11\", \"# 0xbryer\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 57 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Maintenance:** Optimization of repository cleanup scripts and adjustments to router configuration paths.\\n  - PRs: elizaos/eliza#3900 (optimize cleanup script with `xargs`), elizaos/eliza#2364 (fix incorrect library path in router configuration)\\n- **Documentation:** Corrections to localized documentation paths.\\n  - PRs: elizaos/eliza#4116 (fix typo in Thai text for file path)\", \"2026-01-11 00:58:20\"]\n[\"sudeepb02_lifetime_2026-01-11\", \"sudeepb02\", \"lifetime\", \"2026-01-11\", \"# sudeepb02\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **EVM Plugin Maintenance:** Modifications to test infrastructure for the EVM plugin.\\n  - PRs: elizaos/eliza#4093 (Fix plugin-evm tests)\\n- **Feature Proposals:** Requests for configuration enhancements regarding Twitter client agents.\\n  - Issues: elizaos/eliza#2747 (Add feature for granular configuration of agent for Twitter client)\", \"2026-01-11 00:58:21\"]\n[\"AnishRane_lifetime_2026-01-11\", \"AnishRane\", \"lifetime\", \"2026-01-11\", \"# AnishRane\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Plugin Development:** Initiated implementation of a DPSN Plugin. Work includes configuration adjustments and associated test coverage (+662/-49 lines across 26 files).\\n  - PRs: elizaos/eliza#4043 (feature: DPSN Plugin)\", \"2026-01-11 00:58:27\"]\n[\"defiberrys_lifetime_2026-01-11\", \"defiberrys\", \"lifetime\", \"2026-01-11\", \"# defiberrys\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 143 hours\\n\\n## Contribution Domains\\n- **Code Maintenance & Documentation:** Addressed minor syntax errors and comment inaccuracies within the codebase.\\n  - PRs: elizaos/eliza#4038 (chore: Fix missing comma in section headers list), elizaos/eliza#3968 (chore: Fix incorrect timeout comment)\", \"2026-01-11 00:58:31\"]\n[\"0xminds_lifetime_2026-01-11\", \"0xminds\", \"lifetime\", \"2026-01-11\", \"# 0xminds\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 291 hours\\n\\n## Contribution Domains\\n- **Template Logic:** Resolved variable inconsistencies within social media posting templates.\\n  - PRs: elizaos/eliza#4029 (fix: Fix template variable inconsistency in `twitterPostTemplate`)\", \"2026-01-11 00:58:33\"]\n[\"parag_lifetime_2026-01-11\", \"parag\", \"lifetime\", \"2026-01-11\", \"# parag\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Code Modifications:**\\n  - Recorded 1 commit involving 1 file modification (+3/-2 lines).\\n  - Contributed 1 comment on Pull Requests.\\n  - *Note: No specific repository or PR identifiers provided in the dataset.*\", \"2026-01-11 00:58:35\"]\n[\"bdommie_lifetime_2026-01-11\", \"bdommie\", \"lifetime\", \"2026-01-11\", \"# bdommie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 428 hours\\n\\n## Contribution Domains\\n- **Model Provider Integration:** Implemented integration for Kluster AI as a model provider.\\n  - PRs: elizaos/eliza#3938 (feat: Add Kluster AI as model provider)\", \"2026-01-11 00:58:36\"]\n[\"Anti-Cult-Dev_lifetime_2026-01-11\", \"Anti-Cult-Dev\", \"lifetime\", \"2026-01-11\", \"# Anti-Cult-Dev\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Wallet Monitoring Integration:** Implementation of the GoldRush Plugin for Covalent integration.\\n  - PRs: elizaos/eliza#2219 (Add GoldRush Plugin: Covalent Integration for Wallet Monitoring)\\n  - **Note:** This single open contribution involves significant codebase expansion (+4322/-1519 lines) spanning logic, configuration, and test files (23% of modified files).\", \"2026-01-11 00:58:38\"]\n[\"whysosaket_lifetime_2026-01-11\", \"whysosaket\", \"lifetime\", \"2026-01-11\", \"# whysosaket\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 438 hours\\n\\n## Contribution Domains\\n- **AI Provider Integration:** Implemented Mem0 as a new AI SDK provider, modifying configuration and code files to support the integration.\\n  - PRs: elizaos/eliza#3927 (feat: Add Mem0 as AI SDK Provider)\", \"2026-01-11 00:58:45\"]\n[\"mrdavidburns_lifetime_2026-01-11\", \"mrdavidburns\", \"lifetime\", \"2026-01-11\", \"# mrdavidburns\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Repository Configuration:** Established initial automation for dependency management via configuration files.\\n  - PRs: elizaos/eliza#63 (Initial commit for adding Renovate autoupdater)\", \"2026-01-11 00:58:49\"]\n[\"dreaminglucid_lifetime_2026-01-11\", \"dreaminglucid\", \"lifetime\", \"2026-01-11\", \"# dreaminglucid\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Messaging Integrations:** Implemented Telegram bot functionality, specifically adding response logic and image recognition support.\\n  - PRs: elizaos/eliza#65 (Telegram Integration with shouldRespond handler + image recognition)\", \"2026-01-11 00:58:53\"]\n[\"o-on-x_lifetime_2026-01-11\", \"o-on-x\", \"lifetime\", \"2026-01-11\", \"# o-on-x\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 19 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 8 opened, 8 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implemented support for multiple model providers and refactored embedding logic.\\n  - PRs: elizaos/eliza#221 (Add OLLAMA), elizaos/eliza#245 (Add OpenRouter), elizaos/eliza#351 (TogetherAI integration), elizaos/eliza#413 (remove ollama embeddings).\\n- **Social Media & Content Handling:** Developed logic for tweet splitting, image generation handling, and platform-specific actions.\\n  - PRs: elizaos/eliza#324 (tweet split refactor), elizaos/eliza#306 (image gen formatting), elizaos/eliza#313 (pumpfun.ts implementation), elizaos/eliza#297 (transfer token action).\\n- **Configuration & Infrastructure:** Modified environment variable handling, build settings, and logging.\\n  - PRs: elizaos/eliza#252 (openai embeddings setting), elizaos/eliza#224 (models.gguf storage), elizaos/eliza#256 (bigint logger support), elizaos/eliza#368 (post time env).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently implements external API integrations (OpenRouter, TogetherAI, Pumpfun). Executes large-scale refactors on existing logic, evidenced by the tweet split update (+6845/-16227 lines).\\n- **Review patterns:** Does not participate in code review for other contributors.\\n- **Collaboration patterns:** Focuses exclusively on the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution occurred in November 2024 with model provider integrations.\\n- **Growth phases:** Activity remained concentrated within a single month (November 2024). Work spanned simultaneous updates to core configuration, model providers, and agent actions.\\n- **Current:** Most recent activity involves refining style guidelines and post-time settings (elizaos/eliza#441, elizaos/eliza#369).\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 1% (LOW).\\n- **Work Structure:** 0% of merged PRs link to tracked issues (LOW), indicating ad-hoc contribution or external task tracking.\\n- **Review Dependencies:** 100% of reviewed work handled by @lalalune (HIGH concentration risk).\", \"2026-01-11 00:58:54\"]\n[\"zongyanbin_lifetime_2026-01-11\", \"zongyanbin\", \"lifetime\", \"2026-01-11\", \"# zongyanbin\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment & Startup Configuration:** Reported runtime errors related to package manager execution and application startup.\\n  - Issues: elizaos/eliza#326 (Severe Bug - The program fails to start with the command 'pnp...), elizaos/eliza#288 (pnpm start reports an error and cannot be started).\", \"2026-01-11 00:58:55\"]\n[\"shakkernerd_lifetime_2026-01-11\", \"shakkernerd\", \"lifetime\", \"2026-01-11\", \"# shakkernerd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 104 merged, 1 open/0 closed\\n- **Pull Requests Reviewed:** 263 total (239 approvals, 1 change requests, 6 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Performance:** Implemented core caching mechanisms and knowledge subsystems to enhance system performance and capabilities.\\n  - PRs: elizaos/eliza#1279 (Redis Cache Implementation), elizaos/eliza#1295 (Add caching support for Redis), elizaos/eliza#2005 (Implement getKnowledge/searchKnowledge), elizaos/eliza#1479 (Enhance client direct), elizaos/eliza#1084 (Dynamic import of fs module).\\n\\n- **Release Management & Configuration:** Managed versioning, lockfile stability, and package publication settings across the repository.\\n  - PRs: elizaos/eliza#1804 (Bump version to v.0.1.7), elizaos/eliza#3330 (Set package publish access to public), elizaos/eliza#1275 (Revert pnpm lockfile changes), elizaos/eliza#1115 (Fix broken pnpm lockfile), elizaos/eliza#1361 (Bump version to v0.1.7-alpha.1), elizaos/eliza#2929 (Fix missing version prop in package.json).\\n\\n- **Developer Experience & Tooling:** Created and refined scripts for development workflows, linting, and testing.\\n  - PRs: elizaos/eliza#892 (Improved dev command), elizaos/eliza#1101 (Smoke Test script), elizaos/eliza#1082 (Fix eslint command), elizaos/eliza#1893 (Fix integrations and smoke tests), elizaos/eliza#1573 (Parse files through prettier), elizaos/eliza#3937 (Build cli command).\\n\\n- **Codebase Maintenance & Refactoring:** Executed large-scale cleanup, linting fixes, and removal of redundant code/dependencies.\\n  - PRs: elizaos/eliza#1513 (General code fixes/clean up), elizaos/eliza#699 (Remove web-agent folder), elizaos/eliza#1085 (Remove unused imports), elizaos/eliza#2474 (Fix linting errors), elizaos/eliza#3326 (Remove remnant files/folders), elizaos/eliza#1077 (Remove unnecessary devDependencies).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently commits massive line-count changes associated with lockfile management and dependency updates. Pairs feature implementation (Redis, Knowledge) with corresponding configuration adjustments.\\n- **Review patterns:** Maintains a high approval-to-change-request ratio (239:1), indicating a focus on unblocking peers rather than deep code critique.\\n- **Collaboration patterns:** Operates exclusively within the `elizaos/eliza` repository. Acts as a release manager, handling version bumps and merge conflicts (e.g., elizaos/eliza#1301 rebase).\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with development script enhancements and initial cleanup.\\n- **Growth phases:** December and January saw an expansion into core infrastructure (Redis implementation) and heavy release management (alpha versioning).\\n- **Shifts:** Shifted focus in February/March towards package accessibility (public scoping), integration testing, and stabilizing the main branch via large-scale merges.\\n- **Current:** Recent activity concentrates on CLI command building, logger formatting, and finalizing package publication settings.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 3% (LOW) - While the percentage is low relative to total PRs, the nature of work (release management, core infra) implies administrative responsibility.\\n- **Work Structure:** 0% issue linkage (LOW) - Work appears driven by internal coordination or immediate maintenance requirements rather than public issue tracking.\\n- **Review Dependencies:** 0 hours average merge time (HIGH) - Indicates self-merge privileges or immediate administrative overrides, bypassing standard review latency.\", \"2026-01-11 00:58:59\"]\n[\"tinycrops_lifetime_2026-01-11\", \"tinycrops\", \"lifetime\", \"2026-01-11\", \"# tinycrops\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Model Integration:** Implemented support for the Grok Beta model within the Eliza framework.\\n  - PRs: elizaos/eliza#216 (Implement grok beta)\", \"2026-01-11 00:59:02\"]\n[\"yodamaster726_lifetime_2026-01-11\", \"yodamaster726\", \"lifetime\", \"2026-01-11\", \"# yodamaster726\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 5 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 8 opened, 8 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Local Model Integration:** Addressed configuration and execution issues for local AI models, specifically targeting Ollama and Llama implementations.\\n  - PRs: elizaos/eliza#521 (fix: ollama local and llama local), elizaos/eliza#524 (fix: Ollama fix)\\n\\n- **Documentation & Environment Setup:** Resolved startup failures related to character JSON parsing and expanded documentation for the Chat UI initialization.\\n  - PRs: elizaos/eliza#976 (chore: add how to startup chat ui), elizaos/eliza#624 (fix: running a character.json fails when running per docs)\", \"2026-01-11 00:59:05\"]\n[\"leomercier_lifetime_2026-01-11\", \"leomercier\", \"lifetime\", \"2026-01-11\", \"# leomercier\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **Database Infrastructure:** Implemented Postgres database adapter, involving significant code restructuring.\\n  - PRs: elizaos/eliza#102 (Postgres DB Adapter)\\n- **Build Configuration:** Resolved build errors related to `tsup` and the Twitter client integration.\\n  - PRs: elizaos/eliza#402 (fix: tsup build error (client-twitter))\\n- **Feature Development:** Open work regarding \\\"cashtags\\\" functionality.\\n  - PRs: elizaos/eliza#200 (Feat: cashtags)\", \"2026-01-11 00:59:12\"]\n[\"TonySimonovsky_lifetime_2026-01-11\", \"TonySimonovsky\", \"lifetime\", \"2026-01-11\", \"# TonySimonovsky\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation Reporting:** Identified missing information in project onboarding guides.\\n  - Issues: elizaos/eliza#283 (Qucikstart guide doesn), elizaos/eliza#284 (Quickstart guide is missing important info)\", \"2026-01-11 00:59:12\"]\n[\"metadiver_lifetime_2026-01-11\", \"metadiver\", \"lifetime\", \"2026-01-11\", \"# metadiver\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Build Tooling & Configuration:** Updated runtime execution dependencies to improve agent performance.\\n  - PRs: elizaos/eliza#292 (replace ts-node with tsx on @ai16z/agent)\\n- **Documentation & Localization:** Expanded language support and clarified installation requirements.\\n  - PRs: elizaos/eliza#400 (Create README_ES.md), elizaos/eliza#277 (add python as a prerequisite for node-gyp)\", \"2026-01-11 00:59:13\"]\n[\"FabriceIRANKUNDA_lifetime_2026-01-11\", \"FabriceIRANKUNDA\", \"lifetime\", \"2026-01-11\", \"# FabriceIRANKUNDA\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Model Integration & Configuration:** Focused on enabling specific model providers and environment configuration within the Eliza framework.\\n  - PRs: elizaos/eliza#296 (Added missing GROK model provider key initialization), elizaos/eliza#38 (App running on configurations from .env)\", \"2026-01-11 00:59:20\"]\n[\"liamzebedee_lifetime_2026-01-11\", \"liamzebedee\", \"lifetime\", \"2026-01-11\", \"# liamzebedee\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Environment:** Proposed execution changes for Bun.sh compatibility.\\n  - Issues: elizaos/eliza#492 (Run using Bun.sh), elizaos/eliza#695 (Run using Bun.sh)\\n- **Application Logic:** Addressed tweet timeline filtering and character loading error states.\\n  - PRs: elizaos/eliza#454 (fix: don't reply to tweets older than 5 days), elizaos/eliza#448 (throw error on character failing to load)\", \"2026-01-11 00:59:23\"]\n[\"laser-riot_lifetime_2026-01-11\", \"laser-riot\", \"lifetime\", \"2026-01-11\", \"# laser-riot\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Twitter Integration:** Addressed a bug preventing dry runs from executing correctly within the Twitter client module.\\n  - PRs: elizaos/eliza#452 (fix: X dry run)\", \"2026-01-11 00:59:23\"]\n[\"twilwa_lifetime_2026-01-11\", \"twilwa\", \"lifetime\", \"2026-01-11\", \"# twilwa\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 10 merged, 3 open/closed\\n- **Pull Requests Reviewed:** 17 total (14 approvals, 0 change requests, 1 comments)\\n- **Issues:** 5 opened, 5 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **CI/CD & Testing Infrastructure:** Implemented workflows for code quality and testing environments.\\n  - PRs: elizaos/eliza#2420 (dockerize smoke tests), elizaos/eliza#2417 (add workflow to block minified JS), elizaos/eliza#2735 (minimal workflow to resolve ephemeral check), elizaos/eliza#1291 (integration tests fix)\\n- **Core Logic & Configuration:** addressed runtime errors and build configurations.\\n  - PRs: elizaos/eliza#20 (minor fixes to base.ts and llama.ts), elizaos/eliza#274 (add modelProvider to json to resolve embeddings error), elizaos/eliza#2768 (create /.turbo/config.json)\\n\\n## Contribution Patterns\\n- **Code patterns:** Focuses on infrastructure reliability, pairing logic fixes with large-scale integration updates (e.g., elizaos/eliza#1291).\\n- **Review patterns:** High approval rate (14 approvals to 0 change requests) indicates a tendency to validate rather than request modifications.\\n- **Collaboration patterns:** Works exclusively within the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in October 2024 with core runtime fixes (elizaos/eliza#20).\\n- **Growth phases:** Activity transitioned from specific logic patches (elizaos/eliza#274) to broader testing and CI/CD infrastructure implementation (elizaos/eliza#2420, elizaos/eliza#2417).\\n- **Current:** Recent activity (January 2025) centers on build configuration and workflow optimization (elizaos/eliza#2768).\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs close tracked issues (LOW)\\n- **Review Dependencies:** Primary reviewer is @wtfsayo (5 reviews); reliance on a small reviewer pool (HIGH)\", \"2026-01-11 00:59:23\"]\n[\"Gasem6_lifetime_2026-01-11\", \"Gasem6\", \"lifetime\", \"2026-01-11\", \"# Gasem6\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Opened a single issue regarding token transactions.\\n  - Issues: elizaos/eliza#420 (\\u062a\\u0648\\u06a9\\u0646 \\u0647\\u0627\\u06cc \\u062f\\u0627\\u06af\\u0632 \\u0646\\u0627\\u062a\\u06a9\\u0648\\u06cc\\u06cc\\u0646 \\u062a\\u062a\\u0631 \\u06a9\\u062a\\u0648\\u0632 \\u06a9\\u0648\\u06cc\\u06cc\\u0646 \\u0628\\u0647 \\u062d\\u0633\\u0627\\u0645 \\u0648\\u0627\\u0631\\u06cc\\u0632 \\u0634\\u0648\\u062f)\", \"2026-01-11 00:59:29\"]\n[\"whonion_lifetime_2026-01-11\", \"whonion\", \"lifetime\", \"2026-01-11\", \"# whonion\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 24 hours\\n\\n## Contribution Domains\\n- **Documentation & Internationalization:** Implemented Russian language support for project documentation.\\n  - PRs: elizaos/eliza#380 (docs: add Russian(RU) translation of README)\", \"2026-01-11 00:59:33\"]\n[\"ponderingdemocritus_lifetime_2026-01-11\", \"ponderingdemocritus\", \"lifetime\", \"2026-01-11\", \"Ponderingdemocritus executed a major architectural overhaul of `elizaos/eliza`, transitioning the codebase into a monorepo structure (elizaos/eliza#150) and abstracting core functionality for NPM distribution (elizaos/eliza#214). This foundational work was accompanied by the implementation of critical subsystems, including a Starknet plugin (elizaos/eliza#287), a Trust DB mechanism (elizaos/eliza#349), and a generalized client service layer (elizaos/eliza#382). Across 47 merged pull requests in a single month, they modified nearly 4,000 files with a rapid workflow, averaging just 5 hours from submission to merge, while also establishing developer tooling via Lerna and Husky configurations (elizaos/eliza#428, elizaos/eliza#514).\", \"2026-01-11 00:59:34\"]\n[\"bmgalego_lifetime_2026-01-11\", \"bmgalego\", \"lifetime\", \"2026-01-11\", \"# bmgalego\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 27 merged, 3 open/closed\\n- **Pull Requests Reviewed:** 6 total (0 approvals, 0 change requests, 6 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 16 hours\\n\\n## Contribution Domains\\n- **Core Runtime & Infrastructure:** Implemented caching mechanisms, optimized plugin loading, and enforced strict typing.\\n  - PRs: elizaos/eliza#378 (feat: Cache Manager), elizaos/eliza#599 (feat: make node-plugin lazy-loaded), elizaos/eliza#619 (feat: make core strictly typed), elizaos/eliza#938 (feat: add callback handler to runtime evaluate method).\\n- **Client Integrations:** Developed new client modules and refactored existing platform connections.\\n  - PRs: elizaos/eliza#386 (feat: Farcaster Client), elizaos/eliza#478 (feat: Twitter Refactor), elizaos/eliza#540 (fix: discord voice memory id), elizaos/eliza#610 (fix: add client farcaster templates).\\n- **Database & Memory Management:** Standardized database queries to scope by `agentId` and fixed memory retrieval logic.\\n  - PRs: elizaos/eliza#539 (fix: db queries not using agentId), elizaos/eliza#484 (fix: agent type error and sqlite file env), elizaos/eliza#606 (fix: db queries in sqljs database adapter), elizaos/eliza#602 (fix: add Memory Manager getMemoriesByRoomIds).\\n\\n## Contribution Patterns\\n- **Code patterns:** Delivers high-volume code changes in single PRs for major features (e.g., Farcaster Client, Cache Manager) while submitting targeted, low-line-count PRs for logic fixes.\\n- **Review patterns:** Participates in reviews via comments rather than formal approvals or change requests.\\n- **Collaboration patterns:** Focuses exclusively on the `elizaos/eliza` repository without cross-repository activity.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in November 2024 with significant feature additions to the `elizaos/eliza` repository.\\n- **Growth phases:** Initial work involved substantial architectural additions (Cache Manager, Farcaster Client).\\n- **Current:** Recent activity in December 2024 shifted toward stabilization, specifically addressing database query scoping, memory management bugs, and type safety.\\n\\n## Organizational Signals\\n- **Repo Ownership:** 1% of `elizaos/eliza` (LOW).\\n- **Work Structure:** 0% of merged PRs are linked to issues, indicating work is likely self-directed or coordinated outside of GitHub Issues (LOW).\\n- **Review Dependencies:** Primary review reliance on @monilpat (9 reviews) and @ponderingdemocritus (5 reviews) (HIGH).\", \"2026-01-11 00:59:43\"]\n[\"denizekiz_lifetime_2026-01-11\", \"denizekiz\", \"lifetime\", \"2026-01-11\", \"# denizekiz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 9 merged, 1 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 6 opened, 6 closed\\n- **Avg Time to Merge:** 26 hours\\n\\n## Contribution Domains\\n- **Image & Vision Services:** Refactored provider logic to separate image generation from vision models and integrated description services into interaction flows.\\n  - PRs: elizaos/eliza#1664 (Separated imageModelProvider and imageVisionModelProvider), elizaos/eliza#1775 (Integrated image descriptions into interaction.ts), elizaos/eliza#1696 (Fixed URL handling in image description service).\\n\\n- **Model Configuration:** Updated configurations and identifiers for external AI providers including Claude and OpenRouter.\\n  - PRs: elizaos/eliza#330 (Added Claude Vertex configs), elizaos/eliza#257 (Updated Claude 3.5 Haiku model ID), elizaos/eliza#356 (Adjusted OpenRouter model selection).\\n\\n- **Maintenance & Documentation:** Patched system defaults, dependencies, and setup documentation.\\n  - PRs: elizaos/eliza#276 (Increased compute unit defaults), elizaos/eliza#753 (Updated agent-client dependency), elizaos/eliza#419 (Added WSL 2 documentation link).\", \"2026-01-11 00:59:43\"]\n[\"boldkoala4615_lifetime_2026-01-11\", \"boldkoala4615\", \"lifetime\", \"2026-01-11\", \"# boldkoala4615\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Adapters:** Identified functionality regressions in the sqlite adapter.\\n  - Issues: elizaos/eliza#251 (getCachedEmbeddings broken for sqlite adapter)\", \"2026-01-11 00:59:44\"]\n[\"Sid31_lifetime_2026-01-11\", \"Sid31\", \"lifetime\", \"2026-01-11\", \"# Sid31\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Repository Maintenance & Documentation:** Submitted updates involving significant line reductions and configuration adjustments.\\n  - PRs: elizaos/eliza#2276 (merge last eliza update)\", \"2026-01-11 00:59:47\"]\n[\"normand1_lifetime_2026-01-11\", \"normand1\", \"lifetime\", \"2026-01-11\", \"# normand1\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 7 open\\n- **Pull Requests Reviewed:** 10 total (2 approvals, 1 change requests, 7 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 76 hours\\n\\n## Contribution Domains\\n- **Testing & CI Infrastructure:** Implemented token provider tests involving significant codebase modification and investigated CI stability.\\n  - PRs: elizaos/eliza#365 (feat: [Issue-185] Token Provider Tests), elizaos/eliza#2665 (Chore: investigating test failures), elizaos/eliza#2637 (chore: ci test evaluation)\\n- **Feature Development:** Developing integration for Farcaster (Warpcast) using the Neynar API.\\n  - PRs: elizaos/eliza#555 (feat: Farcaster (Warpcast) Client Using Neynar API)\\n- **Maintenance & Configuration:** Managing dependency overrides and plugin cleanup.\\n  - PRs: elizaos/eliza#2671 (chore: add more polkadot version overrides), elizaos/eliza#3508 (Delete plugins)\", \"2026-01-11 00:59:52\"]\n[\"TresFlames_lifetime_2026-01-11\", \"TresFlames\", \"lifetime\", \"2026-01-11\", \"# TresFlames\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project FAQ documentation.\\n  - PRs: elizaos/eliza#1746 (docs: update faq.md)\", \"2026-01-11 00:59:56\"]\n[\"docherty_lifetime_2026-01-11\", \"docherty\", \"lifetime\", \"2026-01-11\", \"# docherty\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **elizaos/eliza:** Reported execution logic bugs and proposed configuration enhancements for the Twitter client integration.\\n  - Issues: elizaos/eliza#70 (Execution gets stuck in a loop), elizaos/eliza#264 (Allow twitter client to configure who to reply to based on following status)\", \"2026-01-11 00:59:57\"]\n[\"ceeriil_lifetime_2026-01-11\", \"ceeriil\", \"lifetime\", \"2026-01-11\", \"# ceeriil\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment & Configuration:** Reported issues related to package manager compatibility and API integration.\\n  - Issues: elizaos/eliza#4876 (fallback to pnpm/npm when bun install fails on macOS), elizaos/eliza#5023 (GPT-4o access error with OpenAI API key)\", \"2026-01-11 00:59:57\"]\n[\"rhlsthrm_lifetime_2026-01-11\", \"rhlsthrm\", \"lifetime\", \"2026-01-11\", \"# rhlsthrm\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified operational faults within the Eliza framework integration.\\n  - Issues: elizaos/eliza#178 (Telegram bot not returning responses)\", \"2026-01-11 01:00:00\"]\n[\"parzival418_lifetime_2026-01-11\", \"parzival418\", \"lifetime\", \"2026-01-11\", \"# parzival418\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Model Integration:** Implemented support for Google models within the generation pipeline, modifying code, documentation, and configuration files to enable the functionality.\\n  - PRs: elizaos/eliza#246 (Support google models in generation)\", \"2026-01-11 01:00:03\"]\n[\"St4rgarden_lifetime_2026-01-11\", \"St4rgarden\", \"lifetime\", \"2026-01-11\", \"# St4rgarden\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **EVM Integration:** Implemented functionality for EVM public key derivation.\\n  - PRs: elizaos/eliza#667 (feat: evm pubkey derivation)\\n- **Reliability Reporting:** Documented limitations in LLM JSON parsing capabilities.\\n  - Issues: elizaos/eliza#148 (LLM can't be trusted to parse it's own json)\", \"2026-01-11 01:00:08\"]\n[\"SotoAlt_lifetime_2026-01-11\", \"SotoAlt\", \"lifetime\", \"2026-01-11\", \"# SotoAlt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified functional inconsistencies in character behavior and timing logic within the Eliza framework.\\n  - Issues: elizaos/eliza#95 (Reported inability to update character personality after modifications), elizaos/eliza#92 (Flagged inconsistency in generateNewTweetLoop time intervals).\", \"2026-01-11 01:00:10\"]\n[\"alextitonis_lifetime_2026-01-11\", \"alextitonis\", \"lifetime\", \"2026-01-11\", \"# alextitonis\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 4 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 81 hours\\n\\n## Contribution Domains\\n- **Social Media & Content Generation:** Implemented image generation features and refactored Twitter profile management logic, involving significant codebase modifications.\\n  - PRs: elizaos/eliza#263 (twitter-profile-remake), elizaos/eliza#44 (Image gen), elizaos/eliza#180 (Twitter profile)\\n- **Infrastructure & Plugins:** Configured environment variables for server ports and proposed extensions for RAG search and key-value storage.\\n  - PRs: elizaos/eliza#944 (feat: base-ragsearch-plugin), elizaos/eliza#290 (keyvaluestore), elizaos/eliza#179 (server port in env)\\n- **Client Stability:** Addressed execution blocking issues within the Telegram client integration.\\n  - PRs: elizaos/eliza#103 (fix-telegram-client-blocking-execution)\", \"2026-01-11 01:00:13\"]\n[\"MarcoMandar_lifetime_2026-01-11\", \"MarcoMandar\", \"lifetime\", \"2026-01-11\", \"# MarcoMandar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 16 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Trust & Reputation Systems:** Implemented and refined trust scoring mechanisms, order books, and virtual confidence metrics.\\n  - PRs: elizaos/eliza#101 (Trustscore, token-performance, simulation), elizaos/eliza#248 (trust integration), elizaos/eliza#175 (updates to order book and trust score), elizaos/eliza#347 (trust fixes)\\n- **Trading Simulation & Execution:** Developed services for sell simulations, trade recording, and specific platform integrations like \\\"pumpfun\\\".\\n  - PRs: elizaos/eliza#597 (sell simulation service), elizaos/eliza#328 (Save Trade on creation to backend), elizaos/eliza#43 (pumpfun integration), elizaos/eliza#642 (simulation sell types)\\n- **Token & DAO Infrastructure:** Added providers for token data, DAO swap actions, and recommendation engines.\\n  - PRs: elizaos/eliza#24 (token provider), elizaos/eliza#196 (swap Dao action initial), elizaos/eliza#250 (recommendations, token info, client auto)\\n\\n## Contribution Patterns\\n- **Code patterns:** Commits frequently involve high line-count modifications (e.g., elizaos/eliza#101 with +190k lines), suggesting the implementation of large subsystems or data-heavy components rather than incremental patches.\\n- **Collaboration patterns:** Operates exclusively within the `elizaos/eliza` repository.\\n- **Workflow:** Submits PRs without linking to tracked issues (0% linkage rate).\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in October 2024 focused on \\\"pumpfun\\\" integration and token providers.\\n- **Growth phases:** Expanded scope in November to include complex trust scoring and performance simulation logic.\\n- **Current:** Recent activity in December 2024 concentrates on refining sell simulation services and resolving specific swap type errors.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs close tracked issues, indicating work is likely tracked externally or ad-hoc (LOW).\\n- **Review Dependencies:** Merges rely primarily on @lalalune (3 reviews) and @shakkernerd (1 review) (HIGH).\", \"2026-01-11 01:00:18\"]\n[\"vvisigoth_lifetime_2026-01-11\", \"vvisigoth\", \"lifetime\", \"2026-01-11\", \"# vvisigoth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified runtime errors within message generation logic.\\n  - Issues: elizaos/eliza#657 (TypeError while generating a message response)\", \"2026-01-11 01:00:21\"]\n[\"wahndo_lifetime_2026-01-11\", \"wahndo\", \"lifetime\", \"2026-01-11\", \"# wahndo\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 10 hours\\n\\n## Contribution Domains\\n- **Documentation & Repository Maintenance:** Focused on documentation cleanup, formatting unification, and link repairs within the Eliza framework.\\n  - PRs: elizaos/eliza#389 (docs: refresh eliza's tagline, fix broken links, unify format...), elizaos/eliza#36 (Update README.md)\", \"2026-01-11 01:00:25\"]\n[\"augchan42_lifetime_2026-01-11\", \"augchan42\", \"lifetime\", \"2026-01-11\", \"# augchan42\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 13 merged, 5 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 13 opened, 13 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Core Infrastructure & Stability:** Implemented reliability patterns and logging improvements.\\n  - PRs: elizaos/eliza#812 (added circuit breaker for DB operations), elizaos/eliza#677 (improved embeddings and connectivity), elizaos/eliza#2685 (fixed debug targets for logger).\\n- **RAG & Knowledge Management:** Enhanced retrieval mechanisms and database query scoping.\\n  - PRs: elizaos/eliza#2351 (enhanced RAG knowledge handling), elizaos/eliza#2690 (fixed scoped IDs in RAG knowledge), elizaos/eliza#2264 (added limit param to memory retrieval).\\n- **Client Integrations:** Expanded configuration options and fixed caching logic for external platforms.\\n  - PRs: elizaos/eliza#1782 (removed twitter profile caching), elizaos/eliza#1884 (supported wildcards in twitter targets), elizaos/eliza#698 (enhanced character card voice config).\\n- **Echochambers:** Added logic for conversation management.\\n  - PRs: elizaos/eliza#2248 (added dead room detection).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently addresses large-scale data or state management issues, evidenced by high line-count modifications in RAG and caching PRs (e.g., elizaos/eliza#1782, elizaos/eliza#2690).\\n- **Workflow:** Matches PR volume to Issue creation volume (13 created, 13 merged), indicating a structured approach to task definition prior to implementation.\\n- **Review patterns:** Focuses exclusively on authoring code; recorded zero code reviews for other contributors.\\n\\n## Temporal Analysis\\n- **Entry:** First contributions in November 2024 focused on Discord permissions and Voice configuration (elizaos/eliza#662, elizaos/eliza#698).\\n- **Growth phases:** Expanded scope to Core infrastructure (embeddings, circuit breakers) shortly after entry.\\n- **Current:** Activity in January 2025 concentrates on RAG knowledge systems and debugging tools (elizaos/eliza#2690, elizaos/eliza#2685).\\n\\n## Organizational Signals\\n- **Repo Ownership:** 0% (LOW) - Contributes across the codebase without owning specific modules.\\n- **Work Structure:** 0% Issue Linkage (MEDIUM) - PRs are not formally linked to issues via keywords, despite high issue creation volume.\\n- **Review Dependencies:** (HIGH) - Relies heavily on @odilitime and @shakkernerd for approvals (100% of unique reviewers).\", \"2026-01-11 01:00:29\"]\n[\"yoniebans_lifetime_2026-01-11\", \"yoniebans\", \"lifetime\", \"2026-01-11\", \"# yoniebans\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 4 opened, 4 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **AI Model Architecture:** Implemented structural separation between image and text model providers and added integration for fal.ai.\\n  - PRs: elizaos/eliza#650 (feat: add image text model provider separation and fal.ai integration)\\n- **System Observability & Memory:** Fixed issues related to memory similarity logging and new knowledge ingestion mechanics.\\n  - PRs: elizaos/eliza#616 (fix: memory similarity log & new knowledge ingestion)\", \"2026-01-11 01:00:29\"]\n[\"recheck911_lifetime_2026-01-11\", \"recheck911\", \"lifetime\", \"2026-01-11\", \"# recheck911\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Setup:** Opened inquiry regarding environment variable configuration for external APIs.\\n  - Issues: elizaos/eliza#623 (Inquiry regarding GROQ_API_KEY and Telegram robot token integration)\", \"2026-01-11 01:00:35\"]\n[\"0xTomDaniel_lifetime_2026-01-11\", \"0xTomDaniel\", \"lifetime\", \"2026-01-11\", \"# 0xTomDaniel\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Messaging Integrations:** Development of media generation features for external messaging platforms.\\n  - PRs: elizaos/eliza#491 (feat: Add image generation capability to Telegram messaging)\", \"2026-01-11 01:00:37\"]\n[\"NiravJoshi33_lifetime_2026-01-11\", \"NiravJoshi33\", \"lifetime\", \"2026-01-11\", \"# NiravJoshi33\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Community Engagement:** Opened inquiry regarding developer support platforms.\\n  - Issues: elizaos/eliza#563 (Need Discord or Telegram Group to Quickly Get Help For Developer)\", \"2026-01-11 01:00:40\"]\n[\"antpb_lifetime_2026-01-11\", \"antpb\", \"lifetime\", \"2026-01-11\", \"# antpb\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 6 hours\\n\\n## Contribution Domains\\n- **Runtime Compatibility:** Modified dependency imports and error handling to enable support for non-Node.js environments (specifically workers).\\n  - PRs: elizaos/eliza#703 (Switch from tiktoken to js-tiktoken for worker compatibility), elizaos/eliza#709 (move `fastembed` import to the isnode condition check), elizaos/eliza#508 (Wrap `fastembed` in try catch to allow non node environments)\", \"2026-01-11 01:00:43\"]\n[\"reffan_lifetime_2026-01-11\", \"reffan\", \"lifetime\", \"2026-01-11\", \"# reffan\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Architecture:** Initiated a structural refactor to decouple direct-client and terminal chat components from the main agent, involving modifications to 229 files across configuration and source code.\\n  - PRs: elizaos/eliza#477 (feat: Split off direct-client and terminal chat from agent)\", \"2026-01-11 01:00:44\"]\n[\"darwintree_lifetime_2026-01-11\", \"darwintree\", \"lifetime\", \"2026-01-11\", \"# darwintree\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 2 open\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 51 hours\\n\\n## Contribution Domains\\n- **Plugin Integration:** Implemented support for the Conflux network within the Eliza framework.\\n  - PRs: elizaos/eliza#481 (feat: add Conflux plugin)\\n- **Core Runtime & Text Processing:** Corrected parameter handling for model endpoint overrides and refined text splitting logic for social media integrations.\\n  - PRs: elizaos/eliza#446 (fix: ignored modelEndpointOverride in generation), elizaos/eliza#1947 (feat: improve twitter paragraph splitting if containing url)\", \"2026-01-11 01:00:49\"]\n[\"markjkaem_lifetime_2026-01-11\", \"markjkaem\", \"lifetime\", \"2026-01-11\", \"# markjkaem\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported dependency version mismatches affecting runtime environments.\\n  - Issues: elizaos/eliza#337 (Node module version 127 vs 131 sqlite issue)\", \"2026-01-11 01:00:49\"]\n[\"deepfates_lifetime_2026-01-11\", \"deepfates\", \"lifetime\", \"2026-01-11\", \"# deepfates\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Identified configuration behavior regarding external provider endpoints.\\n  - Issues: elizaos/eliza#882 (Ollama provider doesn't use correct endpoint)\", \"2026-01-11 01:00:51\"]\n[\"m1hawk_lifetime_2026-01-11\", \"m1hawk\", \"lifetime\", \"2026-01-11\", \"# m1hawk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Modifications to repository documentation.\\n  - PRs: elizaos/eliza#205 (Update README.md)\", \"2026-01-11 01:00:56\"]\n[\"cvartanian_lifetime_2026-01-11\", \"cvartanian\", \"lifetime\", \"2026-01-11\", \"# cvartanian\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Database Integration:** Implemented a PostgreSQL adapter to enable database connectivity.\\n  - PRs: elizaos/eliza#247 (Working PostGres Adapter)\", \"2026-01-11 01:00:56\"]\n[\"juke_lifetime_2026-01-11\", \"juke\", \"lifetime\", \"2026-01-11\", \"# juke\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **API Integrations:** Implemented integration for the Groq API.\\n  - PRs: elizaos/eliza#194 (Groq api integration)\", \"2026-01-11 01:01:00\"]\n[\"atvonsc_lifetime_2026-01-11\", \"atvonsc\", \"lifetime\", \"2026-01-11\", \"# atvonsc\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project documentation files.\\n  - PRs: elizaos/eliza#195 (Updated documentation)\", \"2026-01-11 01:01:01\"]\n[\"minghinmatthewlam_lifetime_2026-01-11\", \"minghinmatthewlam\", \"lifetime\", \"2026-01-11\", \"# minghinmatthewlam\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 25 hours\\n\\n## Contribution Domains\\n- **Database Configuration:** Implemented updates to Postgres configuration settings.\\n  - PRs: elizaos/eliza#173 (postgres updates)\", \"2026-01-11 01:01:02\"]\n[\"bigsky77_lifetime_2026-01-11\", \"bigsky77\", \"lifetime\", \"2026-01-11\", \"# bigsky77\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 29 hours\\n\\n## Contribution Domains\\n- **AI Response Configuration:** Adjusted verbosity settings for model responses within the core application logic.\\n  - PRs: elizaos/eliza#170 (feat: Shorten response verbosity)\", \"2026-01-11 01:01:06\"]\n[\"kwannz_lifetime_2026-01-11\", \"kwannz\", \"lifetime\", \"2026-01-11\", \"# kwannz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Integration & Client Features:** Work focuses on extending Twitter functionality within the Eliza framework, specifically regarding media handling and authentication.\\n  - PRs: elizaos/eliza#2130 (feat: Upload a sample photo via the client), elizaos/eliza#2094 (add twitter photo support)\\n  - Issues: elizaos/eliza#857 (Twitter login functionality report)\", \"2026-01-11 01:01:12\"]\n[\"Myttyyytytyyttt_lifetime_2026-01-11\", \"Myttyyytytyyttt\", \"lifetime\", \"2026-01-11\", \"# Myttyyytytyyttt\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Runtime Environment Reporting:** Documented startup errors related to dependency compatibility within the Eliza framework.\\n  - Issues: elizaos/eliza#902 (Error pnpm start - Promise.withResolvers(): pdfjs-dist)\", \"2026-01-11 01:01:12\"]\n[\"chnl_lifetime_2026-01-11\", \"chnl\", \"lifetime\", \"2026-01-11\", \"# chnl\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported local connectivity issues regarding port accessibility.\\n  - Issues: elizaos/eliza#804 (404 Localhost port 3000)\", \"2026-01-11 01:01:13\"]\n[\"Travellereleven_lifetime_2026-01-11\", \"Travellereleven\", \"lifetime\", \"2026-01-11\", \"# Travellereleven\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented integration failures within the Eliza framework.\\n  - Issues: elizaos/eliza#901 (Unable to Post Tweets Using Eliza Integration with Twi...)\", \"2026-01-11 01:01:14\"]\n[\"dievardump_lifetime_2026-01-11\", \"dievardump\", \"lifetime\", \"2026-01-11\", \"# dievardump\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 4 hours\\n\\n## Contribution Domains\\n- **Agent Logic & Plugins:** Addressed logic errors in action sampling and identified plugin system failures within the Eliza framework.\\n  - PRs: elizaos/eliza#799 (refactor: Improve actions samples random selection)\", \"2026-01-11 01:01:17\"]\n[\"edisontim_lifetime_2026-01-11\", \"edisontim\", \"lifetime\", \"2026-01-11\", \"# edisontim\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Agent Integration & State Management:** Initiated work on integrating a new game agent and proposed database state retrieval improvements.\\n  - PRs: elizaos/eliza#414 (feat: First steps towards addition of Eternum game agent)\\n  - Issues: elizaos/eliza#471 (State should use a cosine similarity of messages in the DB)\", \"2026-01-11 01:01:23\"]\n[\"dorianjanezic_lifetime_2026-01-11\", \"dorianjanezic\", \"lifetime\", \"2026-01-11\", \"# dorianjanezic\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 1 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 14 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented new plugin capabilities for video generation and enhanced the Twitter client with action processing logic.\\n  - PRs: elizaos/eliza#394 (feat: video generation plugin), elizaos/eliza#1007 (feat: improve Twitter client with action processing)\\n\\n- **Core Infrastructure:** Addressed caching mechanisms for embeddings, involving a significant refactor of existing lines.\\n  - PRs: elizaos/eliza#262 (cachedEmbeddings fix)\", \"2026-01-11 01:01:24\"]\n[\"thejoven_lifetime_2026-01-11\", \"thejoven\", \"lifetime\", \"2026-01-11\", \"# thejoven\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Updates to project community resources and metrics visualization.\\n  - PRs: elizaos/eliza#353 (Add Community & contact and Star History)\", \"2026-01-11 01:01:29\"]\n[\"oguzserdar_lifetime_2026-01-11\", \"oguzserdar\", \"lifetime\", \"2026-01-11\", \"# oguzserdar\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Focused on internationalization and setup guides within the `eliza` repository.\\n  - PRs: elizaos/eliza#376 (docs: add Turkish (TR) translation of README), elizaos/eliza#510 (docs: add template and client configuration guide)\\n- **Application Configuration:** Modified runtime parameters for interaction frequency.\\n  - PRs: elizaos/eliza#360 (update tweet interval to 90-180 mins)\", \"2026-01-11 01:01:31\"]\n[\"wjw12_lifetime_2026-01-11\", \"wjw12\", \"lifetime\", \"2026-01-11\", \"# wjw12\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Configuration & Documentation:** Modified default settings for the Heurist integration, updating both configuration logic and associated documentation.\\n  - PRs: elizaos/eliza#348 (change default configuration of Heurist)\", \"2026-01-11 01:01:33\"]\n[\"lukeyang_lifetime_2026-01-11\", \"lukeyang\", \"lifetime\", \"2026-01-11\", \"# lukeyang\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Localization & Configuration:** Submitted changes to documentation and configuration files targeting Korean language adjustments.\\n  - PRs: elizaos/eliza#341 (Korean-fix-as-native)\", \"2026-01-11 01:01:38\"]\n[\"enitrat_lifetime_2026-01-11\", \"enitrat\", \"lifetime\", \"2026-01-11\", \"# enitrat\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Blockchain Integration:** Implemented Starknet token transfer capabilities, introducing over 1,100 lines of code and configuration to enable the feature.\\n  - PRs: elizaos/eliza#373 (feat: starknet token transfer)\", \"2026-01-11 01:01:38\"]\n[\"vivoidos_lifetime_2026-01-11\", \"vivoidos\", \"lifetime\", \"2026-01-11\", \"# vivoidos\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 18 hours\\n\\n## Contribution Domains\\n- **Frontend Architecture:** Implemented core UI navigation and agent management features within the React application structure.\\n  - PRs: elizaos/eliza#536 (feat: add agent selection, router and sidebar layout in React)\\n- **Configuration & Types:** Extended client configuration for message filtering and formalized template types.\\n  - PRs: elizaos/eliza#336 (added clientConfig to optionally ignore bots and DMs), elizaos/eliza#479 (refactor: add template types)\", \"2026-01-11 01:01:45\"]\n[\"gabrielsants_lifetime_2026-01-11\", \"gabrielsants\", \"lifetime\", \"2026-01-11\", \"# gabrielsants\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 5 hours\\n\\n## Contribution Domains\\n- **Documentation & Internationalization:** Added Portuguese language support to the repository documentation.\\n  - PRs: elizaos/eliza#320 (docs: add a new Portuguese README version)\", \"2026-01-11 01:01:46\"]\n[\"DarinVerheijke_lifetime_2026-01-11\", \"DarinVerheijke\", \"lifetime\", \"2026-01-11\", \"# DarinVerheijke\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Submitted code changes related to image generation functionality, modifying 15 files with a net addition of 411 lines.\\n  - PRs: elizaos/eliza#316 (Image gen)\", \"2026-01-11 01:01:47\"]\n[\"zo-sol_lifetime_2026-01-11\", \"zo-sol\", \"lifetime\", \"2026-01-11\", \"# zo-sol\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 3 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 13 hours\\n\\n## Contribution Domains\\n- **Plugin Development & Blockchain Integration:** Implemented features for the \\\"Code In Plugin\\\" to enable loading character data directly from the blockchain.\\n  - PRs: elizaos/eliza#2371 (feat: Code In Plugin, load characters from blockchain), elizaos/eliza#2357 (feat: Code In Plugin, load characters from blockchain for wit...), elizaos/eliza#2369 (Iq6900)\\n- **Localization:** Updated Korean language documentation.\\n  - PRs: elizaos/eliza#329 (README_KOR.md Korean version edited by a Korean)\", \"2026-01-11 01:01:50\"]\n[\"shyla-marie_lifetime_2026-01-11\", \"shyla-marie\", \"lifetime\", \"2026-01-11\", \"# shyla-marie\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Configuration & Maintenance:** Submitted open pull requests to `elizaos/eliza` involving configuration and documentation adjustments. Work includes significant file modifications and line reductions (-12,106 lines).\\n  - PRs: elizaos/eliza#315 (yall killed my agent thanks), elizaos/eliza#314 (update)\", \"2026-01-11 01:01:52\"]\n[\"BugByClaude_lifetime_2026-01-11\", \"BugByClaude\", \"lifetime\", \"2026-01-11\", \"# BugByClaude\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Documentation:** Added internationalization support to project documentation.\\n  - PRs: elizaos/eliza#312 (Add Korean and French README)\", \"2026-01-11 01:01:55\"]\n[\"alanneary17_lifetime_2026-01-11\", \"alanneary17\", \"lifetime\", \"2026-01-11\", \"# alanneary17\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 1 hours\\n\\n## Contribution Domains\\n- **Model Configuration:** Modified runtime parameters for Llama-based models.\\n  - PRs: elizaos/eliza#310 (Increased llama and llama based model temperatures)\", \"2026-01-11 01:01:56\"]\n[\"tebayoso_lifetime_2026-01-11\", \"tebayoso\", \"lifetime\", \"2026-01-11\", \"# tebayoso\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Configuration:** Proposed adjustments to package dependency classifications involving large configuration file updates.\\n  - PRs: elizaos/eliza#294 (Zod should be a devdependency of the anthropic and openai packages)\", \"2026-01-11 01:02:06\"]\n[\"eltociear_lifetime_2026-01-11\", \"eltociear\", \"lifetime\", \"2026-01-11\", \"# eltociear\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Established Japanese language support for project documentation.\\n  - PRs: elizaos/eliza#2515 (add docs/README_JA.md), elizaos/eliza#307 (add a new Japanese README)\\n- **Code Maintenance:** Updates to token creation logic and minor repository housekeeping.\\n  - PRs: elizaos/eliza#2493 (update createToken.ts), elizaos/eliza#71 (fix typo)\", \"2026-01-11 01:02:06\"]\n[\"ropresearch_lifetime_2026-01-11\", \"ropresearch\", \"lifetime\", \"2026-01-11\", \"# ropresearch\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 12 hours\\n\\n## Contribution Domains\\n- **Agent Clients & Features:** Refactored Telegram client architecture to improve bot information availability and implemented contextual handling for Twitter threads with spam reduction logic. Proposed new capability for agentic food ordering.\\n  - PRs: elizaos/eliza#308 (Telegram client refactor for bot info availability), elizaos/eliza#383 (feat: Contextual Twitter Threads + Spam Reduction), elizaos/eliza#1005 (FEAT: Proof of Pizza - Agentic Dominos Ordering)\\n\\n- **Cloud Infrastructure:** Submitted integration for AWS Secrets Manager to handle configuration secrets.\\n  - PRs: elizaos/eliza#1256 (feat: AWS Secrets Manager Integration)\", \"2026-01-11 01:02:09\"]\n[\"thearyanag_lifetime_2026-01-11\", \"thearyanag\", \"lifetime\", \"2026-01-11\", \"# thearyanag\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 11 hours\\n\\n## Contribution Domains\\n- **Solana Integration:** Focused on integrating and expanding the Solana Agent Kit functionality within the Eliza framework, including feature additions and plugin replacements.\\n  - PRs: elizaos/eliza#2458 (feat: Add features to the Solana Agent Kit), elizaos/eliza#1628 (feat: Replaces the current plugin with Solana Agent Kit), elizaos/eliza#3037 (feat: 1619 add solana agent kit)\\n- **Infrastructure & Configuration:** Implemented environment validation and corrected configuration data.\\n  - PRs: elizaos/eliza#299 (add node version check), elizaos/eliza#374 (fix: ca for btc was spam/fake)\", \"2026-01-11 01:02:09\"]\n[\"pindaroso_lifetime_2026-01-11\", \"pindaroso\", \"lifetime\", \"2026-01-11\", \"# pindaroso\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 44 hours\\n\\n## Contribution Domains\\n- **Infrastructure & Configuration:** Implemented containerization logic to support local development workflows.\\n  - PRs: elizaos/eliza#293 (Dockerized application for local development, testing and deployment)\", \"2026-01-11 01:02:12\"]\n[\"ferric-sol_lifetime_2026-01-11\", \"ferric-sol\", \"lifetime\", \"2026-01-11\", \"# ferric-sol\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 3 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 17 hours\\n\\n## Contribution Domains\\n- **Runtime Stability & Database:** Addressed logic errors regarding embedding calculations and error handling for missing configurations.\\n  - PRs: elizaos/eliza#261 (Fix embedding calculation for sqlite), elizaos/eliza#281 (Don't blow up if the wallet is missing)\\n- **Documentation:** Updated local development guides.\\n  - PRs: elizaos/eliza#59 (Clarifying instructions to run locally)\", \"2026-01-11 01:02:22\"]\n[\"mrpspring_lifetime_2026-01-11\", \"mrpspring\", \"lifetime\", \"2026-01-11\", \"# mrpspring\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 2 hours\\n\\n## Contribution Domains\\n- **Documentation:** Reworked the documentation homepage structure.\\n  - PRs: elizaos/eliza#280 (docs homepage rework)\", \"2026-01-11 01:02:24\"]\n[\"oberlinstands_lifetime_2026-01-11\", \"oberlinstands\", \"lifetime\", \"2026-01-11\", \"# oberlinstands\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Test Infrastructure:** Modifications focused on test functionality.\\n  - Activity: 1 commit (+112/-1 lines) across 6 files. No Pull Requests or Issues linked to this activity.\", \"2026-01-11 01:02:28\"]\n[\"w1kke_lifetime_2026-01-11\", \"w1kke\", \"lifetime\", \"2026-01-11\", \"# w1kke\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Technical Discussion:**\\n  - Activity is limited to 1 issue comment and 1 pull request review comment. No code changes, authored pull requests, or specific repository details were provided in the dataset.\", \"2026-01-11 01:02:30\"]\n[\"yTheclivem_lifetime_2026-01-11\", \"yTheclivem\", \"lifetime\", \"2026-01-11\", \"# yTheclivem\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Proposed updates to project documentation files.\\n  - PRs: elizaos/eliza#267 (Update README.md)\", \"2026-01-11 01:02:40\"]\n[\"mshuffett_lifetime_2026-01-11\", \"mshuffett\", \"lifetime\", \"2026-01-11\", \"# mshuffett\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implementation of Twitter approval mechanisms. Work includes modifications to code, configuration, and tests, comprising over 1,000 lines of additions.\\n  - PRs: elizaos/eliza#279 (Feature/twitter approval)\", \"2026-01-11 01:02:43\"]\n[\"devin-ai-integration[bot]_lifetime_2026-01-11\", \"devin-ai-integration[bot]\", \"lifetime\", \"2026-01-11\", \"# devin-ai-integration[bot]\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Contributions:** Executed 82 commits modifying 220 files with a net change of +54,235/-37,510 lines.\\n- **Functional Focus:** Work distribution identified as feature work (38%), bugfix work (23%), and other tasks (23%).\\n  - *Note: Contributions were made via direct commits; no pull request metadata available.*\", \"2026-01-11 01:02:51\"]\n[\"theapesociety_lifetime_2026-01-11\", \"theapesociety\", \"lifetime\", \"2026-01-11\", \"# theapesociety\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation:** Modified 7 files (+299/-49 lines) with a 100% focus on documentation updates.\\n  - PRs: No pull requests tracked for this activity.\", \"2026-01-11 01:02:53\"]\n[\"fabianhug_lifetime_2026-01-11\", \"fabianhug\", \"lifetime\", \"2026-01-11\", \"# fabianhug\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 5 total (2 approvals, 1 change requests, 2 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 15 hours\\n\\n## Contribution Domains\\n- **Documentation & Build Configuration:** Focused on styling fixes for documentation and updates to project build definitions within the `elizaos` organization.\\n  - PRs: elizaos/eliza#266 (fix: docs features darkmode color), elizaos/eliza#788 (refactor: update `package.json` and `turbo.json`)\", \"2026-01-11 01:02:55\"]\n[\"mitchellw_lifetime_2026-01-11\", \"mitchellw\", \"lifetime\", \"2026-01-11\", \"# mitchellw\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Direct Code Submission:** Modifications committed directly to repositories without associated pull requests.\\n  - Activity: 1 commit modifying 11 files (+199/-11 lines) across various file types.\", \"2026-01-11 01:02:55\"]\n[\"Kevin-Mok_lifetime_2026-01-11\", \"Kevin-Mok\", \"lifetime\", \"2026-01-11\", \"# Kevin-Mok\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** documented bugs regarding model configuration and Discord integration responsiveness.\\n  - Issues: elizaos/eliza#1105 (Not respecting OpenAI model selection), elizaos/eliza#921 (Stuck querying when @'ing it in Discord)\", \"2026-01-11 01:03:04\"]\n[\"cipherkilledit_lifetime_2026-01-11\", \"cipherkilledit\", \"lifetime\", \"2026-01-11\", \"# cipherkilledit\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Issue Reporting:** Documented runtime errors and environment compatibility issues within the Eliza framework.\\n  - Issues: elizaos/eliza#1060 (Reported code2prompt functionality failure within WSL environment), elizaos/eliza#1059 (Identified invalid JSON parsing error related to \\\"Agent not found\\\" responses).\", \"2026-01-11 01:03:06\"]\n[\"v1xingyue_lifetime_2026-01-11\", \"v1xingyue\", \"lifetime\", \"2026-01-11\", \"# v1xingyue\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 18 merged, 3 open\\n- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 22 hours\\n\\n## Contribution Domains\\n- **Sui Blockchain Integration:** Implemented wallet providers, token swapping, and private key management for the Sui ecosystem.\\n  - PRs: elizaos/eliza#1693 (plugin sui support), elizaos/eliza#3012 (aggregator swap sui tokens), elizaos/eliza#2879 (axios fetch and private key support).\\n- **Agent Core & Networking:** Enhanced agent connectivity through custom fetch logic, proxy configurations, and middleware registration.\\n  - PRs: elizaos/eliza#1010 (custom fetch logic), elizaos/eliza#3648 (agent server options with middleware), elizaos/eliza#3751 (proxy via env variables), elizaos/eliza#3741 (replace fetch with axios in CLI).\\n- **DevOps & Infrastructure:** Configured CI/CD pipelines and container environments.\\n  - PRs: elizaos/eliza#758 (Gitpod setup), elizaos/eliza#889 (GitHub image CICD), elizaos/eliza#3158 (pnpm version update in Docker).\\n- **Feature Enhancements:** Added capabilities for character loading and logging.\\n  - PRs: elizaos/eliza#2281 (load character from URL), elizaos/eliza#249 (verbose config with logger).\\n\\n## Contribution Patterns\\n- **Code patterns:** Frequently replaces native fetch implementations with Axios (elizaos/eliza#2879, elizaos/eliza#3741). Implements middleware patterns to extend agent server functionality.\\n- **Review patterns:** Minimal participation in code review; activity is almost exclusively focused on authorship.\\n- **Collaboration patterns:** Works exclusively within the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** First contribution in November 2024, focusing on logging configuration and Gitpod environment setup.\\n- **Growth phases:** Expanded scope in late 2024 to include significant networking logic (custom fetch) and character loading features.\\n- **Shifts:** Pivoted to blockchain integration (Sui) and core server architecture (middleware/proxies) in early 2025.\\n- **Current:** Recent activity (March 2025) concentrates on stabilizing server options, memory management (OOM fixes), and proxy settings.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza (1% - LOW).\\n- **Work Structure:** 0% of merged PRs link to tracked issues (LOW), suggesting work is defined externally or ad-hoc.\\n- **Review Dependencies:** High reliance on @odilitime, who reviewed 12 of the 18 merged PRs (HIGH).\", \"2026-01-11 01:03:07\"]\n[\"oxSaturn_lifetime_2026-01-11\", \"oxSaturn\", \"lifetime\", \"2026-01-11\", \"# oxSaturn\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 16 merged, 4 open/closed\\n- **Pull Requests Reviewed:** 11 total (1 approvals, 0 change requests, 10 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 7 hours\\n\\n## Contribution Domains\\n- **AI Model Configuration:** Implemented and updated configuration support for multiple AI providers including Groq, Google, Grok, OpenAI, and Anthropic.\\n  - PRs: elizaos/eliza#910 (allow users to configure models for groq), elizaos/eliza#1310 (support google model), elizaos/eliza#1091 (allow users to configure models for grok), elizaos/eliza#999 (allow users to configure models for openai and anthropic).\\n- **Platform Logic & Constraints:** Adjusted logic for tweet length handling and action processing settings.\\n  - PRs: elizaos/eliza#1520 (handle long tweet in utils), elizaos/eliza#1323 (use MAX_TWEET_LENGTH from setting), elizaos/eliza#1268 (fix ENABLE_ACTION_PROCESSING logic), elizaos/eliza#960 (use MAX_TWEET_LENGTH from setting).\\n- **Infrastructure & Defaults:** Updates to build tools, environment defaults, and documentation.\\n  - PRs: elizaos/eliza#1307 (update turbo to fix \\\"cannot find package\\\" error), elizaos/eliza#1308 (set default value for cache store), elizaos/eliza#850 (Update Node version in local-development.md).\\n\\n## Contribution Patterns\\n- **Code patterns:** Focuses on exposing configuration options for external services (model providers) and handling boundary conditions (tweet lengths).\\n- **Review patterns:** Engages primarily through comments (10) rather than formal approvals (1) or change requests.\\n- **Collaboration patterns:** Works exclusively within the `elizaos/eliza` repository.\\n\\n## Temporal Analysis\\n- **Entry:** Contributions began in December 2024.\\n- **Current:** Activity is concentrated entirely within December 2024, addressing model integrations and platform constraints simultaneously.\\n\\n## Organizational Signals\\n- **Repo Ownership:** elizaos/eliza: 0% (LOW)\\n- **Work Structure:** 0% of merged PRs close tracked issues (LOW)\\n- **Review Dependencies:** Reviews concentrated on @monilpat (13 reviews) and @odilitime (6 reviews) (HIGH)\", \"2026-01-11 01:03:12\"]\n[\"lessuselesss_lifetime_2026-01-11\", \"lessuselesss\", \"lifetime\", \"2026-01-11\", \"# lessuselesss\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 1 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 9 hours\\n\\n## Contribution Domains\\n- **Documentation & Localization:** Focused on project guidelines and translation.\\n  - PRs: elizaos/eliza#1053 (Update docs (CONTRIBUTING.md)), elizaos/eliza#1023 (docs: Add Hebrew README Translation)\\n- **Infrastructure:** Work on build environment configuration.\\n  - PRs: elizaos/eliza#1157 (feat: add nix flake support)\", \"2026-01-11 01:03:13\"]\n[\"bussyjd_lifetime_2026-01-11\", \"bussyjd\", \"lifetime\", \"2026-01-11\", \"# bussyjd\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 2 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **AI Model Integration:** Implemented support for the Venice.ai provider within the Eliza framework.\\n  - PRs: elizaos/eliza#1018 (Feat: add Venice.ai provider), elizaos/eliza#1017 (feat: add venice provider)\\n- **Infrastructure & Deployment:** Proposed enhancements for container management and Kubernetes deployment strategies.\\n  - Issues: elizaos/eliza#2098 (Enable Agents to manage Docker Containers), elizaos/eliza#2096 (Eliza Helm Chart to deploy on Kubernetes)\", \"2026-01-11 01:03:17\"]\n[\"salparadi_lifetime_2026-01-11\", \"salparadi\", \"lifetime\", \"2026-01-11\", \"# salparadi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Application Stability:** Documented authentication session persistence behavior.\\n  - Issues: elizaos/eliza#939 (Twitter/X Cache Login not staying logged in)\", \"2026-01-11 01:03:21\"]\n[\"tdergouzi_lifetime_2026-01-11\", \"tdergouzi\", \"lifetime\", \"2026-01-11\", \"# tdergouzi\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Model Configuration:** Opened inquiry regarding specific model class settings for Anthropic integration.\\n  - Issues: elizaos/eliza#988 (How to set the model class for Anthropic?)\", \"2026-01-11 01:03:21\"]\n[\"Endytech_lifetime_2026-01-11\", \"Endytech\", \"lifetime\", \"2026-01-11\", \"# Endytech\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Feature Requests:** Submitted requests regarding media handling capabilities for social media integrations.\\n  - Issues: elizaos/eliza#969 (Need to add media file upload for posting tweets with image f...), elizaos/eliza#970 (Need to add media file upload for posting tweets with image f...)\", \"2026-01-11 01:03:26\"]\n[\"AgustinRamiroDiaz_lifetime_2026-01-11\", \"AgustinRamiroDiaz\", \"lifetime\", \"2026-01-11\", \"# AgustinRamiroDiaz\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (1 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 612 hours\\n\\n## Contribution Domains\\n- **Feature Development:** Implemented the GenLayer plugin, introducing over 3,000 lines of code and configuration changes across 62 files.\\n  - PRs: elizaos/eliza#975 (Feat/genlayer plugin)\", \"2026-01-11 01:03:27\"]\n[\"owenwahlgren_lifetime_2026-01-11\", \"owenwahlgren\", \"lifetime\", \"2026-01-11\", \"# owenwahlgren\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Twitter Client Maintenance:** Addressed functionality issues within the Twitter search client implementation, specifically targeting broken search capabilities.\\n  - PRs: elizaos/eliza#951 (TwitterSearchClient fix)\", \"2026-01-11 01:03:30\"]\n[\"0xaguspunk_lifetime_2026-01-11\", \"0xaguspunk\", \"lifetime\", \"2026-01-11\", \"# 0xaguspunk\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 4 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 6 total (1 approvals, 0 change requests, 5 comments)\\n- **Issues:** 3 opened, 3 closed\\n- **Avg Time to Merge:** 87 hours\\n\\n## Contribution Domains\\n- **GOAT Plugin Integration:** Implemented the initial GOAT plugin and expanded functionality to support tool calling and environment variable configuration.\\n  - PRs: elizaos/eliza#736 (feat: add goat plugin), elizaos/eliza#1403 (feat: improve GOAT integration by allowing tool calling), elizaos/eliza#898 (chore: pass env variables when setting up GOAT)\\n\\n- **Documentation:** Corrected setup instructions in project documentation.\\n  - PRs: elizaos/eliza#665 (fix: add missing commands to quickstart)\", \"2026-01-11 01:03:34\"]\n[\"netdragonx_lifetime_2026-01-11\", \"netdragonx\", \"lifetime\", \"2026-01-11\", \"# netdragonx\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 1 open\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 36 hours\\n\\n## Contribution Domains\\n- **Feature Expansion:** Development of communication capabilities within the Eliza framework.\\n  - PRs: elizaos/eliza#2771 (Added mail plugin supporting IMAP & SMTP protocols).\\n- **Runtime Stability:** Bug fixes targeting application startup reliability.\\n  - PRs: elizaos/eliza#1202 (Implemented optional chaining on search logic to prevent startup errors).\", \"2026-01-11 01:03:38\"]\n[\"samuveth_lifetime_2026-01-11\", \"samuveth\", \"lifetime\", \"2026-01-11\", \"# samuveth\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 2 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 3 hours\\n\\n## Contribution Domains\\n- **Developer Experience:** Implemented dynamic configuration for development workflows and opened issues regarding hot-reloading and test execution.\\n  - PRs: elizaos/eliza#931 (add dynamic watch paths for agent development)\\n- **Infrastructure & Security:** Integrated Trusted Execution Environment (TEE) capabilities into the plugin environment.\\n  - PRs: elizaos/eliza#1571 (add TEE support for plugin-env)\", \"2026-01-11 01:03:39\"]\n[\"ntourne_lifetime_2026-01-11\", \"ntourne\", \"lifetime\", \"2026-01-11\", \"# ntourne\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Environment Configuration:** Reported build system errors during project initialization.\\n  - Issues: elizaos/eliza#925 (Reported `ERR_PNPM_RECURSIVE_RUN_FIRST_FAIL` startup error)\", \"2026-01-11 01:03:40\"]\n[\"kennytan41_lifetime_2026-01-11\", \"kennytan41\", \"lifetime\", \"2026-01-11\", \"# kennytan41\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Dependency Troubleshooting:** Initiated discussion regarding environment configuration and dependency errors.\\n  - Issues: elizaos/eliza#982 (Inquiry regarding dependency errors despite installation)\", \"2026-01-11 01:03:45\"]\n[\"CodingTux_lifetime_2026-01-11\", \"CodingTux\", \"lifetime\", \"2026-01-11\", \"# CodingTux\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 0 opened, 0 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Core Formatting:** Modified message completion footer formatting within the core logic.\\n  - PRs: elizaos/eliza#742 (fix (core): message completion footer format)\", \"2026-01-11 01:03:51\"]\n[\"arslanaybars_lifetime_2026-01-11\", \"arslanaybars\", \"lifetime\", \"2026-01-11\", \"# arslanaybars\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 1 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 1 total (0 approvals, 0 change requests, 1 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 211 hours\\n\\n## Contribution Domains\\n- **Authentication Reliability:** Implemented retry mechanisms and cookie validation logic to stabilize the X/Twitter login process.\\n  - PRs: elizaos/eliza#856 (feat: improve X/Twitter login with cookie validation and retry logic)\", \"2026-01-11 01:03:51\"]\n[\"anthhub_lifetime_2026-01-11\", \"anthhub\", \"lifetime\", \"2026-01-11\", \"# anthhub\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Application Support:** Opened inquiry regarding authentication mechanisms.\\n  - Issues: elizaos/eliza#841 (How to deal with Twitter login issues)\", \"2026-01-11 01:03:53\"]\n[\"ileana-pr_lifetime_2026-01-11\", \"ileana-pr\", \"lifetime\", \"2026-01-11\", \"# ileana-pr\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 7 merged, 1 open\\n- **Pull Requests Reviewed:** 4 total (0 approvals, 0 change requests, 4 comments)\\n- **Issues:** 1 opened, 1 closed\\n- **Avg Time to Merge:** 132 hours\\n\\n## Contribution Domains\\n- **Documentation:** Authored setup guides for Windows Subsystem for Linux (WSL) and standardized README files for plugins.\\n  - PRs: elizaos/eliza#1601 (README.md files for plugins), elizaos/eliza#983 (WSL Setup Guide), elizaos/eliza#1191 (fixed CONTRIBUTING.md file)\\n- **Feature Development:** Integrated a news plugin, contributing significant line volume to the repository.\\n  - PRs: elizaos/eliza#1248 (news-plugin)\\n- **Bug Fixes:** Addressed issues related to OpenAI embeddings and Twitter authentication.\\n  - PRs: elizaos/eliza#3003 (OpenAI embedding issue), elizaos/eliza#2271 (twitter email authentication failure)\", \"2026-01-11 01:03:54\"]\n[\"619_lifetime_2026-01-11\", \"619\", \"lifetime\", \"2026-01-11\", \"# 619\\n\\n## Activity Ledger\\n- **Pull Requests Authored:** 0 merged, 0 open/closed\\n- **Pull Requests Reviewed:** 0 total (0 approvals, 0 change requests, 0 comments)\\n- **Issues:** 2 opened, 2 closed\\n- **Avg Time to Merge:** 0 hours\\n\\n## Contribution Domains\\n- **Documentation & Configuration:** Identified discrepancies between project documentation and actual file structure or command execution.\\n  - Issues: elizaos/eliza#817 (reported command execution error regarding character flags), elizaos/eliza#816 (flagged missing source file referenced in README).\", \"2026-01-11 01:03:55\"]",
   "_metadata": {
-    "generated_at": "2026-01-16T04:19:02.867878+00:00Z",
+    "generated_at": "2026-02-09T22:17:42.347877+00:00Z",
     "target_date": "2026-01-15",
     "source_repo": {
       "full_name": "elizaOS/knowledge",
       "owner": "elizaOS",
       "repo": "knowledge"
     },
-    "sources_successful": 9,
-    "sources_failed": 1,
+    "sources_successful": 10,
+    "sources_failed": 0,
     "source_keys": [
       "ai_news_elizaos_discord_md_2026-01-14",
       "ai_news_elizaos_discord_md_2026-01-13",
@@ -238,14 +235,13 @@
       "ai_news_elizaos_daily_md_2026-01-14",
       "ai_news_elizaos_daily_discord_json_2026-01-14",
       "ai_news_elizaos_daily_discord_md_2026-01-14",
-      "github_summaries_week_latest_2026-01-11.md",
-      "github_summaries_month_latest_2026-01-01.md"
-    ],
-    "failed_keys": [
-      "github_summaries_daily_2026-01-15"
+      "github_summaries_daily_2026-01-15",
+      "github_summaries_week_latest_2026-02-01.md",
+      "github_summaries_month_latest_2026-02-01.md"
     ],
-    "total_characters": 1127614,
-    "estimated_tokens": 281903,
-    "file_size_bytes": 1178851
+    "failed_keys": [],
+    "total_characters": 361469,
+    "estimated_tokens": 90367,
+    "file_size_bytes": 377024
   }
 }
\ No newline at end of file
diff --git a/the-council/facts/2025-02-03.json b/the-council/facts/2025-02-03.json
index b908c75aded..66119eccf4f 100644
--- a/the-council/facts/2025-02-03.json
+++ b/the-council/facts/2025-02-03.json
@@ -1,14 +1,205 @@
 {
   "briefing_date": "2025-02-03",
-  "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
-  "categories": {},
+  "overall_summary": "The ElizaOS project is undergoing a comprehensive rebranding from AI16Z while simultaneously releasing v0.1.9, which has introduced specific dependency and installation challenges. Significant development focus has shifted toward automated AI news aggregation and the expansion of the plugin ecosystem for TON and MultiversX.",
+  "key_facts": [
+    "Project branding is transitioning from AI16Z to ElizaOS, including the acquisition of the elizaOS Twitter handle.",
+    "ElizaOS version 0.1.9 was released with reported compatibility issues regarding Solana helpers and Node.js versions other than 23.3.0.",
+    "PR #3209 introduced the CREATE_POOL action for the MultiversX plugin to enable on-chain liquidity transactions.",
+    "A TON Plugin was added to the framework supporting NFT collection management, item creation, and metadata changes.",
+    "The elizas.com website is currently offline, with the team directing users to the GitHub repository for documentation.",
+    "PR #3146 upgraded OpenAI and Vercel AI packages to resolve errors specifically related to the o1 model series.",
+    "A news aggregation system is in development to automate ecosystem newsletters by analyzing Discord and X (Twitter) data.",
+    "External contributors added Google Vertex support to the framework via a new pull request."
+  ],
+  "open_questions": [
+    "Can the redis adapter be used in conjunction with postgres adapter?",
+    "Does folder2knowledge not working?",
+    "How do I get the current runtime?",
+    "Will transaction-related technologies from partnerships be shared with DegenAI/Can we use these technologies?",
+    "How do we plan on reconciling the investment DAO vision with the open source framework vision?",
+    "Is deepseek working in 1.9?",
+    "Why is $degenai going down everyday?"
+  ],
+  "tags": {
+    "themes": [
+      "ecosystem",
+      "deployment",
+      "plugins",
+      "documentation",
+      "maintenance"
+    ],
+    "sentiment": {
+      "overall": "mixed",
+      "context": [
+        "technical",
+        "economic",
+        "social"
+      ]
+    },
+    "story_type": [
+      "maintenance"
+    ],
+    "derived": [
+      "social",
+      "development",
+      "community",
+      "feedback",
+      "strategy",
+      "market"
+    ],
+    "priority": [
+      "routine"
+    ],
+    "manual": []
+  },
+  "categories": {
+    "twitter_news_highlights": [
+      {
+        "claim": "The next significant computing era will likely be defined by a new 'wrapper' that makes AI as accessible as the GUI made the PC.",
+        "source": [
+          "ai-news/elizaos/json/2025-02-02.json"
+        ],
+        "sentiment": "neutral"
+      },
+      {
+        "claim": "Explaining a problem to AI tools like Claude/ChatGPT can help crystallize thoughts even if the AI response is flawed.",
+        "source": [
+          "ai-news/elizaos/json/2025-02-02.json"
+        ],
+        "sentiment": "positive"
+      }
+    ],
+    "github_updates": {
+      "new_issues_prs": [
+        {
+          "item_type": "issue",
+          "title": "Build errors when deploying on render.com",
+          "number": 3212,
+          "url": "https://github.com/elizaos/eliza/issues/3212",
+          "status": "open",
+          "author": "RectiFlex",
+          "significance": "Blocks deployment for users on common PaaS providers."
+        },
+        {
+          "item_type": "pull_request",
+          "title": "TON Plugin: NFT collection, item creation, metadata change and transfer actions",
+          "number": 3211,
+          "url": "https://github.com/elizaos/eliza/pull/3211",
+          "status": "merged",
+          "author": "mikirov",
+          "significance": "Significantly expands NFT capabilities on the TON network."
+        },
+        {
+          "item_type": "issue",
+          "title": "Runtime import error in NestJs applications",
+          "number": 3191,
+          "url": "https://github.com/elizaos/eliza/issues/3191",
+          "status": "open",
+          "author": "keyur555",
+          "significance": "Affects developers integrating ElizaOS into existing enterprise frameworks."
+        }
+      ],
+      "overall_focus": [
+        {
+          "claim": "Concentrated effort on stabilizing the v0.1.9 release through high-volume bug fixes in specific plugins like plugin-0g, plugin-0x, and plugin-agentkit while standardizing linting via Biome.",
+          "source": [
+            "github/summaries/day/2025-02-03.md"
+          ]
+        }
+      ]
+    },
+    "discord_updates": [
+      {
+        "channel": "#coders",
+        "summary": "Developers are struggling with model providers other than OpenAI (Deepseek, Ollama) and memory consistency across different clients. Node v23.3.0 remains the enforced standard.",
+        "key_participants": [
+          "RoomTemp IQ",
+          "elizaos-bridge-odi",
+          "Mr. Stark"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-02-02.md"
+        ]
+      },
+      {
+        "channel": "#3d-ai-tv",
+        "summary": "Focus on 'Block Tank' simulation production. Technical hurdles include fixing data pipelines from SQLite to JSON and securing full-body animations for judge characters.",
+        "key_participants": [
+          "SM Sith Lord",
+          "boom",
+          "jin"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-02-02.md"
+        ]
+      },
+      {
+        "channel": "#spartan_holders",
+        "summary": "Discussion on DegenAI token performance (90%+ drop) and the lack of visible brand assets like LinkedIn logos. Questions raised regarding benefit share from partnerships.",
+        "key_participants": [
+          "DorianD",
+          "rhota",
+          "tigerguo"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-02-02.md"
+        ]
+      }
+    ],
+    "user_feedback": [
+      {
+        "feedback_summary": "Users find GitHub stars/forks to be an insufficient metric for measuring framework success and request a metrics dashboard tracking agent adoption.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-02-02.md"
+        ],
+        "sentiment": "mixed"
+      },
+      {
+        "feedback_summary": "The 'Learn about elizaOS' link on the main framework site is broken, currently leading to a 404/dead end.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-02-02.md"
+        ],
+        "sentiment": "negative"
+      }
+    ],
+    "strategic_insights": [
+      {
+        "theme": "Rebranding Friction",
+        "insight": "The simultaneous move to rename the project while shipping a major technical update (0.1.9) is causing communication bottlenecks as official links and websites are out of sync.",
+        "implications_or_questions": [
+          "Should the team prioritize site restoration over new plugin releases?",
+          "How will the $AI16Z ticker misalignment affect user trust during the name change?"
+        ]
+      }
+    ],
+    "market_analysis": [
+      {
+        "observation": "DegenAI token has experienced a 90% pullback, leading to community concerns about long-term sustainability vs. other AI tokens.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-02-02.md"
+        ],
+        "relevance": "DegenAI is the primary showcase of the trading agent framework; its performance is linked to the perceived utility of the codebase."
+      }
+    ]
+  },
   "_metadata": {
-    "model": "openai/gpt-5.2",
-    "extracted_at": "2026-01-01T03:00:18.084749Z",
-    "prompt_tokens": 112729,
-    "completion_tokens": 65536,
-    "total_tokens": 178265,
-    "processing_seconds": 536.69,
-    "status": "error"
+    "model": "google/gemini-3-flash-preview",
+    "extracted_at": "2026-02-09T22:20:32.219640+00:00Z",
+    "prompt_tokens": 129961,
+    "completion_tokens": 1951,
+    "total_tokens": 131912,
+    "processing_seconds": 13.66,
+    "status": "success",
+    "facts_by_category": {
+      "twitter_news_highlights": 2,
+      "github_updates": 3,
+      "discord_updates": 3,
+      "user_feedback": 2,
+      "strategic_insights": 1,
+      "market_analysis": 1,
+      "key_facts": 8,
+      "open_questions": 7
+    },
+    "total_facts": 27
   }
 }
\ No newline at end of file
diff --git a/the-council/facts/2025-04-11.json b/the-council/facts/2025-04-11.json
index c3e06495413..f08c7c9e90f 100644
--- a/the-council/facts/2025-04-11.json
+++ b/the-council/facts/2025-04-11.json
@@ -1,34 +1,215 @@
 {
   "briefing_date": "2025-04-11",
-  "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
-  "categories": {},
+  "overall_summary": "The community has formally structured ElizaDAO into five working groups while technical focus shifted to stabilizing ElizaOS v2 migration and resolving persistent Discord and Twitter plugin vulnerabilities. Significant GitHub activity included merging circular reference fixes and voice model selection improvements to enhance framework reliability.",
+  "key_facts": [
+    "ElizaDAO established five formal working groups: Community/Governance, Dev/Knowledge, Comms/Social, Partnerships/Outreach, and Tokens/Funding.",
+    "PR #4266 was merged to implement a safeReplacer function resolving circular reference errors in JSON serialization.",
+    "PR #4262 replaced text inputs with dropdowns for voice model selection to improve the Agent Settings UI.",
+    "Users identified that adding 'types': ['node'] to tsconfig.json resolves the 'Dynamic require of child_process' and MongoDB adapter errors.",
+    "Twitter plugin autonomous posting was found to require setting TWITTER_ENABLE_POST_GENERATION=true in the .env for v2.",
+    "The SpartanV2 project added the contract address to its account profile and began exploring follower recovery methods.",
+    "A new deployment issue #4269 was reported regarding Discord bots failing to reply when hosted on Google Cloud Run via Docker.",
+    "Auto.fun product launch was confirmed as 'imminent' following a previous delay to April 14th."
+  ],
+  "open_questions": [
+    "How can I fix the issue where plugin-tee generates the same key regardless of parameters?",
+    "Is it true that Grayscale is investing in $ELIZA or is the ticker just wrong?",
+    "May I know why there is a timer in Eliza studio ai that page? Something happen after 4 days later?",
+    "Is mock-eliza not available in the starter of v1?",
+    "How to get Eliza OS v2 beta agent running with character card and vector database in Coolify or VPS?"
+  ],
   "tags": {
     "themes": [
+      "governance",
+      "ai-agents",
+      "plugins",
       "ux-improvement",
       "bug-fix"
     ],
     "sentiment": {
-      "overall": "negative",
+      "overall": "mixed",
       "context": [
+        "governance",
         "technical"
       ]
     },
     "story_type": [
-      "crisis"
+      "progress"
+    ],
+    "derived": [
+      "social",
+      "development",
+      "community",
+      "feedback",
+      "strategy",
+      "market"
     ],
-    "derived": [],
     "priority": [
-      "routine"
+      "high-attention"
     ],
     "manual": []
   },
+  "categories": {
+    "twitter_news_highlights": [
+      {
+        "claim": "Successful tech founders are noted to have confrontational personalities and a willingness to violate social rules.",
+        "source": [
+          "ai-news/elizaos/json/2025-04-10.json"
+        ],
+        "sentiment": "neutral"
+      },
+      {
+        "claim": "ENS domains are criticized as potential security 'honeypots' for wallet owners.",
+        "source": [
+          "ai-news/elizaos/json/2025-04-10.json"
+        ],
+        "sentiment": "negative"
+      }
+    ],
+    "github_updates": {
+      "new_issues_prs": [
+        {
+          "item_type": "pull_request",
+          "title": "fix: cyclic error",
+          "number": 4266,
+          "url": "https://github.com/elizaOS/eliza/pull/4266",
+          "status": "merged",
+          "author": "tcm390",
+          "significance": "Resolves a critical serialization crash involving circular references."
+        },
+        {
+          "item_type": "pull_request",
+          "title": "feat: message api",
+          "number": 4247,
+          "url": "https://github.com/elizaos/eliza/pull/4247",
+          "status": "merged",
+          "author": "tcm390",
+          "significance": "Introduces a native message API for the platform."
+        },
+        {
+          "item_type": "issue",
+          "title": "Discord bot not replying on Google Cloud Run",
+          "number": 4269,
+          "url": "https://github.com/elizaos/eliza/issues/4269",
+          "status": "open",
+          "author": "jiggyjo11",
+          "significance": "Identifies a critical failure in Docker-based cloud deployments."
+        }
+      ],
+      "overall_focus": [
+        {
+          "claim": "Development is centered on expanding ElizaOS API capabilities for world/room management and refining plugin infrastructure through registry integration.",
+          "source": [
+            "github/summaries/week/2025-05-18.md"
+          ]
+        }
+      ]
+    },
+    "discord_updates": [
+      {
+        "channel": "#dao-organization",
+        "summary": "Discussions focused on treasury independence and the creation of a DAO charter to balance autonomy with ElizaLabs alignment.",
+        "key_participants": [
+          "HoneyBadger",
+          "vincentpaul",
+          "yikesawjeez"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/json/2025-04-10.json"
+        ]
+      },
+      {
+        "channel": "#coders",
+        "summary": "Technical troubleshooting regarding version 0.25.9 stability and fixing 'hapi__shot' build errors via TypeScript config changes.",
+        "key_participants": [
+          "notorious_d_e_v",
+          "wookosh",
+          "CSC35"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-04-10.md"
+        ]
+      },
+      {
+        "channel": "#partners",
+        "summary": "Debate over the lack of agent-centric discovery mechanisms in the current Model Context Protocol (MCP) ecosystem.",
+        "key_participants": [
+          "DorianD",
+          "hubert",
+          "jin"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-04-10.md"
+        ]
+      }
+    ],
+    "user_feedback": [
+      {
+        "feedback_summary": "Users expressed frustration regarding poor documentation and the lack of working examples for Windows/WSL environments.",
+        "source": [
+          "ai-news/elizaos/json/2025-04-10.json"
+        ],
+        "sentiment": "negative"
+      },
+      {
+        "feedback_summary": "Core contributors suggest using 'pnpm' exclusively over npm or bun to avoid recurrent dependency conflicts.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-04-10.md"
+        ],
+        "sentiment": "neutral"
+      }
+    ],
+    "strategic_insights": [
+      {
+        "theme": "Decentralized Governance Maturation",
+        "insight": "The community consensus shifted toward requiring a separate DAO treasury to ensure true independence from ElizaLabs.",
+        "implications_or_questions": [
+          "How will the DAO manage budget allocations across the five new working groups?"
+        ]
+      },
+      {
+        "theme": "MCP Registry Fragmentation",
+        "insight": "Multiple registries are emerging for MCP servers, but they lack a unified agent-feedback loop, creating a bottleneck for autonomous agent evaluation.",
+        "implications_or_questions": [
+          "Should the DAO prioritize a whitelabel, agent-centric registry protocol?"
+        ]
+      }
+    ],
+    "market_analysis": [
+      {
+        "observation": "Meme coin trading on Pump.fun maintains a high meta for \u2018ChatGPT image-based\u2019 tokens.",
+        "source": [
+          "ai-news/elizaos/json/2025-04-10.json"
+        ],
+        "relevance": "Drives demand for automated social media and trading agents built on ElizaOS."
+      },
+      {
+        "observation": "Launch of Grok 3 and Grok 3 Mini models with transparent reasoning traces.",
+        "source": [
+          "ai-news/elizaos/json/2025-04-10.json"
+        ],
+        "relevance": "Provides high-performance, cost-effective LLM targets for ElizaOS integrations."
+      }
+    ]
+  },
   "_metadata": {
-    "tags_backfilled_at": "2025-12-20T23:26:01.360771Z",
-    "source_repo": {
-      "full_name": "elizaOS/knowledge",
-      "owner": "elizaOS",
-      "repo": "knowledge"
+    "model": "google/gemini-3-flash-preview",
+    "extracted_at": "2026-02-09T22:26:47.968358+00:00Z",
+    "prompt_tokens": 76697,
+    "completion_tokens": 1993,
+    "total_tokens": 78690,
+    "processing_seconds": 15.74,
+    "status": "success",
+    "facts_by_category": {
+      "twitter_news_highlights": 2,
+      "github_updates": 3,
+      "discord_updates": 3,
+      "user_feedback": 2,
+      "strategic_insights": 2,
+      "market_analysis": 2,
+      "key_facts": 8,
+      "open_questions": 5
     },
-    "sources_migrated": true
+    "total_facts": 27
   }
 }
\ No newline at end of file
diff --git a/the-council/facts/2025-07-21.json b/the-council/facts/2025-07-21.json
index 4464629dd07..b6389248710 100644
--- a/the-council/facts/2025-07-21.json
+++ b/the-council/facts/2025-07-21.json
@@ -1,34 +1,185 @@
 {
   "briefing_date": "2025-07-21",
-  "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
-  "categories": {},
+  "overall_summary": "The elizaOS ecosystem is undergoing a major core modernization with a shift to Bun's native EventTarget while simultaneously managing community concerns regarding AI16Z token governance and X account suspensions. Significant progress was made in standardizing service interfaces and improving the CLI's stability, though persistent issues with the Twitter plugin remain a primary technical debt.",
+  "key_facts": [
+    "Core framework APIs were migrated from Node.js EventEmitter to Bun's native EventTarget to improve performance and compatibility.",
+    "A standardized service system with a getServicesByType() method was introduced to improve modularity and plugin dependency management.",
+    "Version 1.2.17 resolved a critical Twitter plugin database insertion error that was causing failures for several users.",
+    "The AI16Z token contract is not currently open source, and revoking mint authority is pending the development of voting infrastructure.",
+    "The official elizaOS X (Twitter) account remains suspended, but the team reported receiving an encouraging reply during restoration discussions.",
+    "The elizaOS framework now supports 53 projects that have moved from MVP to production status.",
+    "A 'Scenario Runner' feature for agent evaluation via YAML-defined scenarios was initiated with a suite of new GitHub issues.",
+    "The project migrated terminal interactions to @clack/prompts to provide consistent interactive styling across the CLI."
+  ],
+  "open_questions": [
+    "Are we still able to create agents whilst waiting for eli5? Or is the framework all on hold?"
+  ],
   "tags": {
     "themes": [
-      "ux-improvement",
-      "bug-fix"
+      "developer-experience",
+      "documentation",
+      "governance",
+      "infrastructure",
+      "ai-agents"
     ],
     "sentiment": {
-      "overall": "negative",
+      "overall": "mixed",
       "context": [
-        "technical"
+        "technical",
+        "social",
+        "governance"
       ]
     },
     "story_type": [
-      "crisis"
+      "maintenance"
+    ],
+    "derived": [
+      "development",
+      "community",
+      "feedback",
+      "strategy",
+      "market"
     ],
-    "derived": [],
     "priority": [
       "routine"
     ],
     "manual": []
   },
+  "categories": {
+    "twitter_news_highlights": [],
+    "github_updates": {
+      "new_issues_prs": [
+        {
+          "item_type": "pull_request",
+          "title": "Migrate from EventEmitter to Bun native EventTarget API",
+          "number": 5609,
+          "url": "https://github.com/elizaos/eliza/pull/5609",
+          "status": "merged",
+          "author": "wtfsayo",
+          "significance": "Major architectural shift for performance and Bun runtime compatibility."
+        },
+        {
+          "item_type": "issue",
+          "title": "Plugin-local-ai failing to load on Windows",
+          "number": 5499,
+          "url": "https://github.com/elizaos/eliza/issues/5499",
+          "status": "closed",
+          "author": "SYMBaiEX",
+          "significance": "Representative of a broader effort to resolve Windows-specific platform bugs."
+        },
+        {
+          "item_type": "pull_request",
+          "title": "implement service types and standardized interfaces",
+          "number": 5565,
+          "url": "https://github.com/elizaos/eliza/pull/5565",
+          "status": "merged",
+          "author": "wtfsayo",
+          "significance": "Resolves long-standing architectural proposal for modular services."
+        }
+      ],
+      "overall_focus": [
+        {
+          "claim": "Development focused on strengthening project foundations through standardized service types, action chaining, and a complete UI/UX overhaul to match Figma designs.",
+          "source": [
+            "github/summaries/month/2025-07-01.md"
+          ]
+        },
+        {
+          "claim": "The team implemented automated code quality analysis using Claude to identify dead code, security concerns, and missing test coverage.",
+          "source": [
+            "github/summaries/month/2025-07-01.md"
+          ]
+        }
+      ]
+    },
+    "discord_updates": [
+      {
+        "channel": "#discussion",
+        "summary": "Discussions centered on the suspension of X accounts, the lack of open-source token contracts, and the limitations of revoking mint authority without a voting system.",
+        "key_participants": [
+          "Kenk",
+          "DorianD",
+          "ZzzzHodl"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-07-19.md"
+        ]
+      },
+      {
+        "channel": "\ud83d\udcbb-tech-support",
+        "summary": "Technical collaboration focused on Ollama integration for plugin-knowledge and troubleshooting specific database insertion errors in the Twitter plugin.",
+        "key_participants": [
+          "starlord",
+          "sayonara",
+          "CJFT"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-07-19.md",
+          "ai-news/elizaos/discord/md/2025-07-18.md"
+        ]
+      }
+    ],
+    "user_feedback": [
+      {
+        "feedback_summary": "Users expressed concern over the centralized control of AI16Z tokens due to the unrevoked mint authority.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-07-19.md"
+        ],
+        "sentiment": "negative"
+      },
+      {
+        "feedback_summary": "Community members suggested that product quality and GitHub activity are better metrics for project health than social media presence during the X account suspension.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-07-18.md"
+        ],
+        "sentiment": "positive"
+      }
+    ],
+    "strategic_insights": [
+      {
+        "theme": "Platform Dependency Risks",
+        "insight": "The ongoing suspension of X accounts and repeated rate-limit issues with the Twitter plugin highlight a critical vulnerability to platform-specific gatekeepers.",
+        "implications_or_questions": [
+          "Should further effort be diverted to decentralized alternatives like Farcaster?",
+          "How does account suspension impact the 'sovereignty' of these AI agents?"
+        ]
+      },
+      {
+        "theme": "Framework Maturity",
+        "insight": "The shift from MVP to production for 53 projects signals elizaOS is moving from an experimental tool to a critical piece of agentic infrastructure.",
+        "implications_or_questions": [
+          "Is the documentation keeping pace with the needs of production-level developers?"
+        ]
+      }
+    ],
+    "market_analysis": [
+      {
+        "observation": "Wintermute whale wallets reportedly hold 7% of EDDY tokens, though direct involvement in the ecosystem is disputed.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-07-18.md"
+        ],
+        "relevance": "Significant whale concentration can impact liquidity and community trust in decentralized tokenomics."
+      }
+    ]
+  },
   "_metadata": {
-    "tags_backfilled_at": "2025-12-20T23:28:37.272874Z",
-    "source_repo": {
-      "full_name": "elizaOS/knowledge",
-      "owner": "elizaOS",
-      "repo": "knowledge"
+    "model": "google/gemini-3-flash-preview",
+    "extracted_at": "2026-02-09T22:27:08.822400+00:00Z",
+    "prompt_tokens": 77639,
+    "completion_tokens": 1709,
+    "total_tokens": 79348,
+    "processing_seconds": 12.12,
+    "status": "success",
+    "facts_by_category": {
+      "twitter_news_highlights": 0,
+      "github_updates": 3,
+      "discord_updates": 2,
+      "user_feedback": 2,
+      "strategic_insights": 2,
+      "market_analysis": 1,
+      "key_facts": 8,
+      "open_questions": 1
     },
-    "sources_migrated": true
+    "total_facts": 19
   }
 }
\ No newline at end of file
diff --git a/the-council/facts/2025-07-22.json b/the-council/facts/2025-07-22.json
index 472103cd0ae..2d3a1785d7a 100644
--- a/the-council/facts/2025-07-22.json
+++ b/the-council/facts/2025-07-22.json
@@ -1,34 +1,167 @@
 {
   "briefing_date": "2025-07-22",
-  "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
-  "categories": {},
+  "overall_summary": "The project is shifting focus toward protocol-level tokenomics and core framework modernization following the V2 rollout. Major technical efforts include migrating from Node.js EventEmitter to Bun's native EventTarget for performance and standardizing service interfaces to improve modularity.",
+  "key_facts": [
+    "Kenk confirmed the development team is focusing on protocol-level tokenomics now that the V2 rollout is complete.",
+    "A migration from Node.js EventEmitter to Bun's native EventTarget API was implemented across core APIs to improve performance.",
+    "A new service architecture was introduced featuring a getServicesByType() method to allow plugins to depend on abstract services.",
+    "Significant community concern was raised regarding the mint authority of AI16Z tokens and the lack of voting infrastructure to revoke it.",
+    "The team reported that discussions with X regarding the suspension of the Eliza and Shawn accounts are moving in a positive direction.",
+    "DorianD confirmed that the AI16Z smart contracts are currently not open source.",
+    "Critical bug fixes were shipped for the CLI to prevent the incorrect inheritance of .elizadb directories in nested projects.",
+    "A new plugin-quick-starter template was added to the CLI for streamlined backend-only plugin development."
+  ],
+  "open_questions": [
+    "What is the specific timeline for the resolution of the Twitter plugin 'Failed to fetch Home timeline' errors?",
+    "How will custom plugin schema migrations be handled given the reported DatabaseMigrationService registration issues?"
+  ],
   "tags": {
     "themes": [
-      "ux-improvement",
-      "bug-fix"
+      "tokenomics",
+      "developer-experience",
+      "performance",
+      "ux-improvement"
     ],
     "sentiment": {
-      "overall": "negative",
+      "overall": "mixed",
       "context": [
-        "technical"
+        "technical",
+        "economic",
+        "governance"
       ]
     },
     "story_type": [
-      "crisis"
+      "progress"
+    ],
+    "derived": [
+      "development",
+      "community",
+      "feedback",
+      "strategy",
+      "market"
     ],
-    "derived": [],
     "priority": [
       "routine"
     ],
     "manual": []
   },
+  "categories": {
+    "twitter_news_highlights": [],
+    "github_updates": {
+      "new_issues_prs": [
+        {
+          "item_type": "pull_request",
+          "title": "Migrate from EventEmitter to Bun native EventTarget API",
+          "number": 5609,
+          "url": "https://github.com/elizaos/eliza/pull/5609",
+          "status": "merged",
+          "author": "wtfsayo",
+          "significance": "Significant core framework refactor to improve runtime performance and compatibility with Bun."
+        },
+        {
+          "item_type": "pull_request",
+          "title": "Implement service types and standardized interfaces",
+          "number": 5565,
+          "url": "https://github.com/elizaos/eliza/pull/5565",
+          "status": "merged",
+          "author": "wtfsayo",
+          "significance": "Introduces modularity by allowing plugins to depend on abstract service types."
+        },
+        {
+          "item_type": "issue",
+          "title": "Twitter plugin failed to fetch Home timeline",
+          "number": 38,
+          "url": "https://github.com/elizaos/eliza/issues/38",
+          "status": "open",
+          "author": "Ovodo",
+          "significance": "A persistent pain point for users of the Twitter integration."
+        }
+      ],
+      "overall_focus": [
+        {
+          "claim": "Development is currently focused on strengthening project foundations, improving the CLI stability, and modernizing the core framework using Bun-native APIs.",
+          "source": [
+            "github/summaries/week/2025-07-13.md"
+          ]
+        }
+      ]
+    },
+    "discord_updates": [
+      {
+        "channel": "discussion",
+        "summary": "Debates occurred regarding token transparency and contract control, specifically focusing on mint authority and the non-open-source status of contracts.",
+        "key_participants": [
+          "DorianD",
+          "Kenk",
+          "ZzzzHodl"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-07-19.md"
+        ]
+      },
+      {
+        "channel": "tech-support",
+        "summary": "Technical discussions centered on Ollama integration for plugin-knowledge, with community members contributing code branches to resolve loading issues.",
+        "key_participants": [
+          "starlord",
+          "sayonara"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-07-19.md"
+        ]
+      }
+    ],
+    "user_feedback": [
+      {
+        "feedback_summary": "Users expressed significant concern over the project's centralized control via token mint authority and requested better documentation on governance.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-07-19.md"
+        ],
+        "sentiment": "negative"
+      }
+    ],
+    "strategic_insights": [
+      {
+        "theme": "Transition to Protocol-Level Governance",
+        "insight": "The move toward protocol-level tokenomics suggests an effort to decentralize and automate ecosystem incentives now that the core infrastructure is stable.",
+        "implications_or_questions": [
+          "Does the current lack of voting infrastructure present a risk to the upcoming tokenomics rollout?"
+        ]
+      },
+      {
+        "theme": "Shift toward Bun-native optimization",
+        "insight": "The consistent migration to Bun-native APIs (EventTarget, Spawn) indicates a strategic long-term bet on Bun as the primary execution environment over Node.js.",
+        "implications_or_questions": []
+      }
+    ],
+    "market_analysis": [
+      {
+        "observation": "Community members highlighted that the project previously sustained a $2.4B valuation with the current token structure to alleviate supply concerns.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-07-19.md"
+        ],
+        "relevance": "Used to defend the current token architecture amidst supply expansion fears."
+      }
+    ]
+  },
   "_metadata": {
-    "tags_backfilled_at": "2025-12-20T23:28:38.495336Z",
-    "source_repo": {
-      "full_name": "elizaOS/knowledge",
-      "owner": "elizaOS",
-      "repo": "knowledge"
+    "model": "google/gemini-3-flash-preview",
+    "extracted_at": "2026-02-09T22:27:26.073665+00:00Z",
+    "prompt_tokens": 76554,
+    "completion_tokens": 1478,
+    "total_tokens": 78032,
+    "processing_seconds": 26.99,
+    "status": "success",
+    "facts_by_category": {
+      "twitter_news_highlights": 0,
+      "github_updates": 3,
+      "discord_updates": 2,
+      "user_feedback": 1,
+      "strategic_insights": 2,
+      "market_analysis": 1,
+      "key_facts": 8,
+      "open_questions": 2
     },
-    "sources_migrated": true
+    "total_facts": 19
   }
 }
\ No newline at end of file
diff --git a/the-council/facts/2025-09-23.json b/the-council/facts/2025-09-23.json
index dfad8458619..0a9c8507044 100644
--- a/the-council/facts/2025-09-23.json
+++ b/the-council/facts/2025-09-23.json
@@ -1,34 +1,196 @@
 {
   "briefing_date": "2025-09-23",
-  "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
-  "categories": {},
+  "overall_summary": "The community focus centeres on the announced token migration from AI16Z to $elizaOS and the discontinuation of the Auto.Fun project. Technical efforts are currently prioritizing a critical Zod dependency conflict and architectural shifts toward decentralizing core components via neural networks.",
+  "key_facts": [
+    "A token migration from AI16Z to $elizaOS was announced following a significant price drop.",
+    "The Auto.Fun project has been officially sunset and discontinued according to project lead Eric Chen.",
+    "PR #5994 was opened by 0xbbjoker to resolve a Zod v3/v4 dependency conflict causing CI failures in plugin-knowledge.",
+    "DegenAI staging version is scheduled for a minor update within two weeks.",
+    "PR #5987 was merged to standardize the PGLite data directory environment variable in plugin-sql.",
+    "ElizaOS core developers are exploring a browser end-to-end demo involving plugin-openai and plugin-sql.",
+    "A security alert was issued by Jin regarding phishing scams targeting Gitcoin and GitHub users."
+  ],
+  "open_questions": [
+    "How will the closure of Auto Fun affect ELI5?",
+    "Are you guys also sunsetting your incubator, Eli5 or is this completely separate from auto.fun?",
+    "So this means leveraged positions that are currently in loss are fucked, correct?",
+    "Will tokens in limit orders on Jupiter at prices higher than current price be included in the snapshot?",
+    "How will users who are providing liquidity in raydium/dlmm etc be included?",
+    "if i was going to use an old gemini version would i put that in the .env or in the character.json",
+    "Why isn't each package isolated [regarding dependencies]?"
+  ],
   "tags": {
     "themes": [
-      "bug-fix",
-      "maintenance"
+      "token-migration",
+      "infrastructure",
+      "ux-improvement",
+      "security",
+      "ai-agents"
     ],
     "sentiment": {
-      "overall": "negative",
+      "overall": "mixed",
       "context": [
-        "technical"
+        "economic",
+        "technical",
+        "social"
       ]
     },
     "story_type": [
-      "crisis"
+      "announcement"
+    ],
+    "derived": [
+      "development",
+      "community",
+      "feedback",
+      "strategy",
+      "market"
     ],
-    "derived": [],
     "priority": [
-      "routine"
+      "time-sensitive",
+      "high-attention"
     ],
     "manual": []
   },
+  "categories": {
+    "twitter_news_highlights": [],
+    "github_updates": {
+      "new_issues_prs": [
+        {
+          "item_type": "pull_request",
+          "title": "chore: update zod pckg version",
+          "number": 5994,
+          "url": "https://github.com/elizaOS/eliza/pull/5994",
+          "status": "open",
+          "author": "0xbbjoker",
+          "significance": "Resolves a critical dependency conflict between AI SDK and Zod v3/v4 that is breaking CI."
+        },
+        {
+          "item_type": "pull_request",
+          "title": "fix(plugin-sql): standardize PGLite data directory environment variable",
+          "number": 5987,
+          "url": "https://github.com/elizaOS/eliza/pull/5987",
+          "status": "merged",
+          "author": "wtfsayo",
+          "significance": "Unified inconsistent environment variable naming for PGLite data storage."
+        },
+        {
+          "item_type": "pull_request",
+          "title": "fix(build): improve TypeScript declaration generation and formatting",
+          "number": 5993,
+          "url": "https://github.com/elizaOS/eliza/pull/5993",
+          "status": "merged",
+          "author": "wtfsayo",
+          "significance": "Addresses build configuration issues to ensure reliable .d.ts generation."
+        }
+      ],
+      "overall_focus": [
+        {
+          "claim": "Development is centered on build system stability, TypeScript declaration reliability, and resolving dependency conflicts introduced by upstream SDK updates.",
+          "source": [
+            "ai-news/elizaos/md/2025-09-22.md",
+            "github/summaries/week/2025-09-14.md"
+          ]
+        }
+      ]
+    },
+    "discord_updates": [
+      {
+        "channel": "#discussion",
+        "summary": "Heavy debate regarding the AI16Z to $elizaOS token migration and community concerns over liquidity/leverage holders.",
+        "key_participants": [
+          "DorianD",
+          "0xfreedom",
+          "guilhermehelbig"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/json/2025-09-22.json"
+        ]
+      },
+      {
+        "channel": "#core-devs",
+        "summary": "Technical troubleshooting of CI failures caused by Zod v4 requirements in the newer AI SDK; discussion on package isolation.",
+        "key_participants": [
+          "0xbbjoker",
+          "sayonara",
+          "Odilitime"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2025-09-22.md"
+        ]
+      },
+      {
+        "channel": "#partners",
+        "summary": "Architectural proposals to move ElizaOS core code into neural networks running on P2P blockchain networks.",
+        "key_participants": [
+          "DorianD",
+          "Odilitime"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/json/2025-09-22.json"
+        ]
+      }
+    ],
+    "user_feedback": [
+      {
+        "feedback_summary": "Users expressed frustration regarding DegenAI remaining in 'beta' for nearly a year without major updates.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-09-22.md"
+        ],
+        "sentiment": "negative"
+      },
+      {
+        "feedback_summary": "Community members highlighted a lack of transparency and negative management sentiment following the Auto.Fun closure.",
+        "source": [
+          "ai-news/elizaos/discord/json/2025-09-22.json"
+        ],
+        "sentiment": "negative"
+      }
+    ],
+    "strategic_insights": [
+      {
+        "theme": "Core Tokenomics Pivot",
+        "insight": "The migration from AI16Z to $elizaOS represents a fundamental shift in the project's branding and economic structure, likely aimed at distancing from recent price volatility but creating short-term community friction.",
+        "implications_or_questions": [
+          "Does this migration plan account for complex DeFi positions like DLMM or limit orders?",
+          "How will this affect the 'generative token network' roadmap?"
+        ]
+      },
+      {
+        "theme": "Decentralized Infrastructure Transition",
+        "insight": "There is a growing push toward replacing hard-coded logic with neural networks (Tesla-inspired model) to allow users to contribute to a P2P network from home.",
+        "implications_or_questions": [
+          "Is verifiable AI execution without TEEs technologically mature enough for this transition?"
+        ]
+      }
+    ],
+    "market_analysis": [
+      {
+        "observation": "Significant price drop in AI16Z followed immediately by a token migration announcement.",
+        "source": [
+          "ai-news/elizaos/discord/md/2025-09-22.md"
+        ],
+        "relevance": "Directly impacts community trust and creates urgency for clear migration documentation."
+      }
+    ]
+  },
   "_metadata": {
-    "tags_backfilled_at": "2025-12-20T23:30:15.309278Z",
-    "source_repo": {
-      "full_name": "elizaOS/knowledge",
-      "owner": "elizaOS",
-      "repo": "knowledge"
+    "model": "google/gemini-3-flash-preview",
+    "extracted_at": "2026-02-09T22:27:58.187976+00:00Z",
+    "prompt_tokens": 46422,
+    "completion_tokens": 1838,
+    "total_tokens": 48260,
+    "processing_seconds": 11.72,
+    "status": "success",
+    "facts_by_category": {
+      "twitter_news_highlights": 0,
+      "github_updates": 3,
+      "discord_updates": 3,
+      "user_feedback": 2,
+      "strategic_insights": 2,
+      "market_analysis": 1,
+      "key_facts": 7,
+      "open_questions": 7
     },
-    "sources_migrated": true
+    "total_facts": 25
   }
 }
\ No newline at end of file
diff --git a/the-council/facts/2026-01-15.json b/the-council/facts/2026-01-15.json
index 544897b126a..ec0f3587f70 100644
--- a/the-council/facts/2026-01-15.json
+++ b/the-council/facts/2026-01-15.json
@@ -1,14 +1,204 @@
 {
   "briefing_date": "2026-01-15",
-  "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
-  "categories": {},
+  "overall_summary": "ElizaOS development on January 15 focused on critical framework stability, resolving infinite rebuild loops and environment variable leakage. Simultaneously, the Eliza 2.0 architecture underwent a major simplification by merging the planning and memory plugins directly into the core framework.",
+  "key_facts": [
+    "Shaw merged the planning plugin and extended memory directly into Eliza 2.0 core, activated via flag-based configuration.",
+    "PR #6361 fixed an infinite rebuild loop in dev-watch mode by modifying the version generation script in packages/cli.",
+    "Borko resolved an expired Anthropic API key issue in GitHub Actions by creating a separate key for CI/CD workflows.",
+    "Security was enhanced in PR #6360 by preventing shell environment variables from leaking into plugin loading decisions and agent secrets.",
+    "Eliza 2.0 transitioned to dynamic component loading to eliminate boilerplate and reduce unused feature overhead.",
+    "A critical reflection evaluator failure was identified impacting UPDATE_CONTACT operations due to ensureConnection() not being called before saving facts.",
+    "The core development team deprioritized v2.0.0 work temporarily on January 13 to focus exclusively on cloud infrastructure improvements.",
+    "API documentation was updated with complete JSON response examples and realistic 200 responses in PR #213.",
+    "Discord users reported a regression where 'this.runtime.elizaOS.sendMessage' is undefined in the latest version."
+  ],
+  "open_questions": [
+    "Why is price mismatching with developments?",
+    "Is anyone making an elizaos vtuber?",
+    "What happened to the NDA thing? Any progression?",
+    "Is the message bus still needed in 2.0?",
+    "Should development focus switch to 2.0?",
+    "Do we still need the bootstrap plugin?",
+    "What is extended memory?",
+    "Do BOOTSTRAP_KEEP_RESP and BOOTSTRAP_DEFLLMOFF environment variables still work?"
+  ],
+  "tags": {
+    "themes": [
+      "infrastructure",
+      "release",
+      "security",
+      "performance",
+      "plugins"
+    ],
+    "sentiment": {
+      "overall": "mixed",
+      "context": [
+        "technical",
+        "economic"
+      ]
+    },
+    "story_type": [
+      "maintenance"
+    ],
+    "derived": [
+      "development",
+      "community",
+      "feedback",
+      "strategy",
+      "market"
+    ],
+    "priority": [
+      "time-sensitive"
+    ],
+    "manual": []
+  },
+  "categories": {
+    "twitter_news_highlights": [],
+    "github_updates": {
+      "new_issues_prs": [
+        {
+          "item_type": "pull_request",
+          "title": "fix: prevent infinite rebuild loop in dev-watch mode",
+          "number": 6361,
+          "url": "https://github.com/elizaos/eliza/pull/6361",
+          "status": "merged",
+          "author": "odilitime",
+          "significance": "Stops a critical development blocker where the watch mode entered an endless loop."
+        },
+        {
+          "item_type": "pull_request",
+          "title": "fix(cli): prevent shell environment variable leakage into agent secrets",
+          "number": 6360,
+          "url": "https://github.com/elizaos/eliza/pull/6360",
+          "status": "merged",
+          "author": "odilitime",
+          "significance": "Critical security fix preventing host environment variables from being exposed as agent secrets."
+        },
+        {
+          "item_type": "issue",
+          "title": "Discord not working with latest version",
+          "number": 43,
+          "url": "https://github.com/elizaos-plugins/plugin-discord/issues/43",
+          "status": "open",
+          "author": "BinaryBluePeach",
+          "significance": "Regression issue breaking main communication plugin functionality."
+        }
+      ],
+      "overall_focus": [
+        {
+          "claim": "The focus is currently split between hardening v1 security/stability for the cloud and porting core logic into a simplified v2 architecture.",
+          "source": [
+            "github/summaries/day/2026-01-15.md",
+            "ai-news/elizaos/discord/md/2026-01-14.md"
+          ]
+        }
+      ]
+    },
+    "discord_updates": [
+      {
+        "channel": "#core-devs",
+        "summary": "Shaw announced significant progress on computer use integration and major Eliza 2.0 architectural changes, including merging the planning plugin and enabling dynamic loading.",
+        "key_participants": [
+          "shaw",
+          "0xbbjoker",
+          "Stan"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-14.md"
+        ]
+      },
+      {
+        "channel": "#discussion",
+        "summary": "Focus on voice-controlled AI interface NIKITA and concerns regarding the token's utility in light of a lack of requirement for developer/agent creation.",
+        "key_participants": [
+          "M I A M I",
+          "DorianD",
+          "averma"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-14.md"
+        ]
+      },
+      {
+        "channel": "#coders",
+        "summary": "Deep dive into Polymarket auto-trading integration and ongoing Twitter authentication issues on VPS data center IPs.",
+        "key_participants": [
+          "sedano.npc",
+          "ElizaBAO",
+          "NintyNine"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-14.md"
+        ]
+      }
+    ],
+    "user_feedback": [
+      {
+        "feedback_summary": "Users report that falling out of the top 100 market cap ranking blocks automated index investment flows, hurting the project's sustainability budget.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-14.md"
+        ],
+        "sentiment": "negative"
+      },
+      {
+        "feedback_summary": "Community members cited the lack of required token utility for agent creation as a major headwind for price appreciation.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-14.md"
+        ],
+        "sentiment": "negative"
+      }
+    ],
+    "strategic_insights": [
+      {
+        "theme": "Simplification of Development Onboarding",
+        "insight": "By eliminating plugin boilerplate in Eliza 2.0 and setting default UUIDs for rooms, the framework is moving toward a zero-config 'starter' experience to capture non-technical creators.",
+        "implications_or_questions": [
+          "Does this reduce the power of the plugin architecture for advanced users?"
+        ]
+      },
+      {
+        "theme": "Voice-First Interaction Shift",
+        "insight": "Growing interest in NIKITA and wearable integrations (AR glasses) suggests a market pivot from text-based LLM chats to ambient, voice-commanded agent control.",
+        "implications_or_questions": [
+          "Should the core framework prioritize audio-stream processing over text-processing?"
+        ]
+      }
+    ],
+    "market_analysis": [
+      {
+        "observation": "Alpha Arena results show Grok 4.20 outperforming frontier models like Gemini and GPT5 in real-money trading competitions with a 12% gain.",
+        "source": [
+          "ai-news/elizaos/json/2026-01-14.json"
+        ],
+        "relevance": "Provides a benchmark for agentic trading logic which the community is currently trying to implement for Polymarket plugins."
+      },
+      {
+        "observation": "Sentiment regarding the $ELIZAOS token is mixed due to a perceived lack of utility for developers despite ongoing technical progress.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-14.md"
+        ],
+        "relevance": "Affects project funding and community retention."
+      }
+    ]
+  },
   "_metadata": {
     "model": "google/gemini-3-flash-preview",
-    "extracted_at": "2026-01-22T07:41:50.311756+00:00Z",
-    "prompt_tokens": 392840,
-    "completion_tokens": 671,
-    "total_tokens": 393511,
-    "processing_seconds": 7.98,
-    "status": "error"
+    "extracted_at": "2026-02-09T22:20:50.993556+00:00Z",
+    "prompt_tokens": 115995,
+    "completion_tokens": 1970,
+    "total_tokens": 117965,
+    "processing_seconds": 14.02,
+    "status": "success",
+    "facts_by_category": {
+      "twitter_news_highlights": 0,
+      "github_updates": 3,
+      "discord_updates": 3,
+      "user_feedback": 2,
+      "strategic_insights": 2,
+      "market_analysis": 2,
+      "key_facts": 9,
+      "open_questions": 8
+    },
+    "total_facts": 29
   }
 }
\ No newline at end of file
diff --git a/the-council/facts/2026-01-23.json b/the-council/facts/2026-01-23.json
index d4ffa8a84cd..1e9a86af8c2 100644
--- a/the-council/facts/2026-01-23.json
+++ b/the-council/facts/2026-01-23.json
@@ -1,28 +1,183 @@
 {
   "briefing_date": "2026-01-23",
-  "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
-  "categories": {},
+  "overall_summary": "The project is navigating a dual transition: the technical shift toward Eliza V2.0.0 and a core-devs intervention to standardize token launch ethics following a liquidity crisis. While infrastructure stability is improving via API and database fixes, community frustration remains high regarding fragmented token launches and project focus.",
+  "key_facts": [
+    "Shaw established strict rules for developers launching tokens, including a ban on direct token sales and a requirement to burn excess supply (70%) rather than locking it.",
+    "A developer (cjft) burned 70% of a token supply using sol-incinerator.com following a crisis where 75% was originally bundled by the creator.",
+    "ElizaOS version 1.7.2 was released to resolve PostgreSQL migration failures and Discord plugin compatibility issues.",
+    "The Eliza V2.0.0 architecture foundation was initiated, featuring a new dynamic execution engine prototype and Python bridge.",
+    "A critical security incident was identified where users were asked to send AI16Z tokens to external wallets for migration; support confirmed this as a scam.",
+    "API index generation and 1,433 contributor profile exports were fixed after resolving a missing SITE_URL in the run-pipelines workflow.",
+    "The core message service was refactored in ElizaOS to optimize provider handling, reducing multi-step agent action latency.",
+    "Distributed computation for the Jeju network was proposed, exploring iPhone idle-device utilization and Zero-Knowledge Proof (ZKP) anti-cheating mechanisms."
+  ],
+  "open_questions": [
+    "Has agent scarlett been 'terminated'? Is the project over and the scarlett chan useless now?",
+    "Can I log a ticket somewhere for support on elizacloud errors?",
+    "What about that hyperscape token funded by Shaw's wallet?",
+    "Is the cjft token legit?",
+    "Integration details of the Polymarket plugin into elizacloud agents?",
+    "Availability of X (formerly Twitter) API key for integrations?"
+  ],
+  "tags": {
+    "themes": [
+      "tokenomics",
+      "infrastructure",
+      "security",
+      "developer-experience",
+      "ai-agents"
+    ],
+    "sentiment": {
+      "overall": "mixed",
+      "context": [
+        "economic",
+        "technical",
+        "governance"
+      ]
+    },
+    "story_type": [
+      "debate"
+    ],
+    "derived": [
+      "social",
+      "development",
+      "community",
+      "feedback",
+      "strategy",
+      "market"
+    ],
+    "priority": [
+      "routine"
+    ],
+    "manual": []
+  },
+  "categories": {
+    "twitter_news_highlights": [
+      {
+        "claim": "Shaw reaffirmed commitment to the project, emphasizing a focus on technical shipping over purely memetic tokens.",
+        "source": [
+          "ai-news/elizaos/json/2026-01-22.json"
+        ],
+        "sentiment": "positive"
+      },
+      {
+        "claim": "Collaboration between Grimes and Shaw was reported, generating significant community excitement.",
+        "source": [
+          "ai-news/elizaos/md/2026-01-22.md"
+        ],
+        "sentiment": "positive"
+      }
+    ],
+    "github_updates": {
+      "new_issues_prs": [
+        {
+          "item_type": "pull_request",
+          "title": "V2.0.0: dynamic execution engine",
+          "number": 6384,
+          "url": "https://github.com/elizaos/eliza/pull/6384",
+          "status": "open",
+          "author": "odilitime",
+          "significance": "Introduces schema-driven prompt execution with context validation to prevent LLM truncation."
+        },
+        {
+          "item_type": "pull_request",
+          "title": "wasm agent runtime",
+          "number": 6363,
+          "url": "https://github.com/elizaos/eliza/pull/6363",
+          "status": "open",
+          "author": "revlentless",
+          "significance": "Enables the Rust core to run in browser/Node.js environments via WebAssembly."
+        }
+      ],
+      "overall_focus": [
+        {
+          "claim": "Development is centered on core decoupling for V2.0.0, improving API reliability, and expanding cross-language support via Python and Rust WebAssembly bindings.",
+          "source": [
+            "github/summaries/week/2026-01-18.md"
+          ]
+        }
+      ]
+    },
+    "discord_updates": [
+      {
+        "channel": "#core-devs",
+        "summary": "Focus on a tokenomics crisis involving bundled supply. Shaw mandated a fee-based revenue model (2% creator fees) over direct selling.",
+        "key_participants": [
+          "shaw",
+          "cjft",
+          "sayonara"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/json/2026-01-22.json"
+        ]
+      },
+      {
+        "channel": "#coders",
+        "summary": "Technical troubleshooting for persistent PostgreSQL migration errors and ElizaCloud server exceptions. Neon was identified as a stable database alternative.",
+        "key_participants": [
+          "0xbbjoker",
+          "DigitalDiva"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-22.md"
+        ]
+      }
+    ],
+    "user_feedback": [
+      {
+        "feedback_summary": "Community frustration regarding 'scatterbrained' decision-making and the proliferation of non-core tokens.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-22.md"
+        ],
+        "sentiment": "negative"
+      },
+      {
+        "feedback_summary": "High value placed on the '10x technology' of the framework despite concerns over token market performance.",
+        "source": [
+          "ai-news/elizaos/json/2026-01-22.json"
+        ],
+        "sentiment": "positive"
+      }
+    ],
+    "strategic_insights": [
+      {
+        "theme": "Developer Governance",
+        "insight": "The project is shifting from an open-contribution model to a more regulated developer standard for token launches to protect ecosystem liquidity.",
+        "implications_or_questions": [
+          "Will these new developer restrictions deter or attract high-quality builders?",
+          "How will the team enforce ethics across decentralized token launches?"
+        ]
+      }
+    ],
+    "market_analysis": [
+      {
+        "observation": "ElizaOS liquidity concerns cited on Solana (110k LP) amid a 70% price decline for associated tokens.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-22.md",
+          "ai-news/elizaos/discord/md/2026-01-20.md"
+        ],
+        "relevance": "Low liquidity and price volatility are creating barriers for institutional investor confidence."
+      }
+    ]
+  },
   "_metadata": {
     "model": "google/gemini-3-flash-preview",
-    "extracted_at": "2026-01-23T08:55:05.233345+00:00Z",
-    "processing_seconds": 6.73,
-    "status": "error",
-    "media_enriched_at": "2026-01-23T10:10:15.575067+00:00Z",
-    "source_images_count": 8,
-    "source_videos_count": 1,
-    "poster_count": 0
-  },
-  "images": [
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-    "https://cdn.elizaos.news/elizaos-media/embed-image-1463842070077767806_4e3bb0f5.jpg",
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-    "https://cdn.elizaos.news/elizaos-media/embed-thumbnail-1463931220600819866_619f383b.jpg",
-    "https://cdn.elizaos.news/elizaos-media/embed-thumbnail-1463944690238886110_9075b26c.jpg",
-    "https://cdn.elizaos.news/elizaos-media/embed-image-1464029645438718094_d1d8cdb3.jpg",
-    "https://cdn.elizaos.news/elizaos-media/embed-thumbnail-1463996789295284254_ec7068a1.png"
-  ],
-  "videos": [
-    "https://api.fxtwitter.com/2/go?url=https%3A%2F%2Fvideo.twimg.com%2Famplify_video%2F2013998213447999488%2Fvid%2Favc1%2F3026x1440%2F-oAlOxXm8oKNYVML.mp4%3Ftag%3D21"
-  ]
+    "extracted_at": "2026-02-09T22:21:10.122811+00:00Z",
+    "prompt_tokens": 65740,
+    "completion_tokens": 1699,
+    "total_tokens": 67439,
+    "processing_seconds": 11.9,
+    "status": "success",
+    "facts_by_category": {
+      "twitter_news_highlights": 2,
+      "github_updates": 2,
+      "discord_updates": 2,
+      "user_feedback": 2,
+      "strategic_insights": 1,
+      "market_analysis": 1,
+      "key_facts": 8,
+      "open_questions": 6
+    },
+    "total_facts": 24
+  }
 }
\ No newline at end of file
diff --git a/the-council/facts/2026-01-26.json b/the-council/facts/2026-01-26.json
index 08ba3b16ce7..db9edcaece0 100644
--- a/the-council/facts/2026-01-26.json
+++ b/the-council/facts/2026-01-26.json
@@ -1,14 +1,197 @@
 {
   "briefing_date": "2026-01-26",
-  "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
-  "categories": {},
+  "overall_summary": "The community is navigating technical advancements in MCP integration and V2.0.0 development alongside significant friction regarding ecosystem tokenomics and persistent security scams targeting token holders.",
+  "key_facts": [
+    "External MCP servers can be registered through the Eliza Cloud API using the POST /api/v1/mcps endpoint to enable agent proxy calls.",
+    "ElizaOS has a $20M market cap with approximately 8 months of runway remaining as of January 24.",
+    "The official Discord plugin was updated to version 1.3.8 to resolve audit log permission and private field access errors.",
+    "The Hyperscape 'GOLD' token was clarified as a presale funding token rather than the main project token which will have fixed tokenomics.",
+    "Hyperfy announced the shutdown of its legacy hosted platform hyperfy.io effectively April 1, 2026, transitioning to a self-hosted model.",
+    "A fraudulent 'token migration' bot and technical support messages are targeting ai16z holders to solicit wallet addresses and tokens.",
+    "Eliza V2.0.0 development is focused on a dynamic execution engine prototype and a Python-based bridge for expanded developer reach."
+  ],
+  "open_questions": [
+    "Does anyone know if all these tokens have any impact on ElizaOS or if they are fully independent?",
+    "Is Twitter using shadcn on its web platform now?",
+    "Why aren't there more specialized, single-purpose agents being deployed despite the framework's availability?"
+  ],
+  "tags": {
+    "themes": [
+      "tokenomics",
+      "infrastructure",
+      "security",
+      "ai-agents",
+      "developer-experience"
+    ],
+    "sentiment": {
+      "overall": "mixed",
+      "context": [
+        "economic",
+        "technical",
+        "social"
+      ]
+    },
+    "story_type": [
+      "debate"
+    ],
+    "derived": [
+      "social",
+      "development",
+      "community",
+      "feedback",
+      "strategy",
+      "market"
+    ],
+    "priority": [
+      "high-attention"
+    ],
+    "manual": []
+  },
+  "categories": {
+    "twitter_news_highlights": [
+      {
+        "claim": "Twitter web platform has transitioned to using the shadcn UI component library.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-25.md"
+        ],
+        "sentiment": "neutral"
+      },
+      {
+        "claim": "Consultant Vivek is assisting the team in obtaining an enterprise Twitter API key.",
+        "source": [
+          "ai-news/elizaos/discord/json/2026-01-25.json"
+        ],
+        "sentiment": "positive"
+      }
+    ],
+    "github_updates": {
+      "new_issues_prs": [
+        {
+          "item_type": "pull_request",
+          "title": "V2.0.0: dynamic execution engine",
+          "number": 6384,
+          "url": "https://github.com/elizaos/eliza/pull/6384",
+          "status": "open",
+          "author": "odilitime",
+          "significance": "Introduces schema-driven prompt execution and context validation to prevent LLM truncation."
+        },
+        {
+          "item_type": "pull_request",
+          "title": "wasm agent runtime",
+          "number": 6363,
+          "url": "https://github.com/elizaos/eliza/pull/6363",
+          "status": "open",
+          "author": "revlentless",
+          "significance": "Enables the Rust core to run in browser and Node.js environments via WebAssembly."
+        },
+        {
+          "item_type": "issue",
+          "title": "Reflection evaluator fails with 'Entity not found'",
+          "number": 6364,
+          "url": "https://github.com/elizaos/eliza/issues/6364",
+          "status": "closed",
+          "author": "thewoweffect",
+          "significance": "Critical fix for contact updates failing due to missing entity initialization."
+        }
+      ],
+      "overall_focus": [
+        {
+          "claim": "Strategic focus on the V2.0.0 roadmap, including Rust-core WASM compatibility, Python bridges, and modularizing the SQL plugin adapter into domain-specific stores.",
+          "source": [
+            "github/summaries/week/2026-01-18.md",
+            "github/summaries/month/2026-01-01.md"
+          ]
+        }
+      ]
+    },
+    "discord_updates": [
+      {
+        "channel": "#coders",
+        "summary": "Technical focus on MCP integration with Eliza Cloud and self-hosting strategies. Detailed API guidance provided for registering external servers.",
+        "key_participants": [
+          "SATA",
+          "SOLOMON VANDY",
+          "Odilitime"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-25.md"
+        ]
+      },
+      {
+        "channel": "#discussion",
+        "summary": "Heavy debate regarding the 'GOLD' token launch for Hyperscape. Community expressed concern over liquidity management and developer wallet sizes.",
+        "key_participants": [
+          "shaw",
+          "DorianD",
+          "sayitaintso25"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-24.md",
+          "ai-news/elizaos/discord/md/2026-01-23.md"
+        ]
+      }
+    ],
+    "user_feedback": [
+      {
+        "feedback_summary": "Users suggest implementing an airdrop or token-pairing mechanism to link ecosystem projects back to the main $elizaos token value.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-24.md"
+        ],
+        "sentiment": "mixed"
+      },
+      {
+        "feedback_summary": "Inquiry regarding the lack of small, specialized 'one-trick pony' agents despite framework availability.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-25.md"
+        ],
+        "sentiment": "neutral"
+      }
+    ],
+    "strategic_insights": [
+      {
+        "theme": "Ecosystem Funding Conflict",
+        "insight": "The team's reliance on new token launches to fund sub-projects (like Hyperscape) is creating a significant rift with holders who expect value accrual to the core token.",
+        "implications_or_questions": [
+          "Will the proposed network-level burn mechanism for game items satisfy investors?",
+          "Can the project sustain development with 8 months of runway without secondary launches?"
+        ]
+      },
+      {
+        "theme": "Security and Support Automation",
+        "insight": "Malicious actors are successfully mimicking 'Support Bots' and ticket systems, indicating a need for verified, hard-coded UI elements for support within the Eliza Cloud platform.",
+        "implications_or_questions": [
+          "Should the team release a 'legitimacy toolkit' for community members to verify official bots?"
+        ]
+      }
+    ],
+    "market_analysis": [
+      {
+        "observation": "Core $elizaos project currently navigating a period of low market performance with only 4 'green days' in the last month.",
+        "source": [
+          "ai-news/elizaos/json/2026-01-25.json"
+        ],
+        "relevance": "Drives community urgency for monetization strategies and Eliza Cloud launch."
+      }
+    ]
+  },
   "_metadata": {
     "model": "google/gemini-3-flash-preview",
-    "extracted_at": "2026-01-26T08:56:04.282193+00:00Z",
+    "extracted_at": "2026-02-09T22:21:27.171983+00:00Z",
     "prompt_tokens": 52816,
-    "completion_tokens": 1886,
-    "total_tokens": 54702,
-    "processing_seconds": 11.93,
-    "status": "error"
+    "completion_tokens": 1851,
+    "total_tokens": 54667,
+    "processing_seconds": 27.87,
+    "status": "success",
+    "facts_by_category": {
+      "twitter_news_highlights": 2,
+      "github_updates": 3,
+      "discord_updates": 2,
+      "user_feedback": 2,
+      "strategic_insights": 2,
+      "market_analysis": 1,
+      "key_facts": 7,
+      "open_questions": 3
+    },
+    "total_facts": 22
   }
 }
\ No newline at end of file
diff --git a/the-council/facts/2026-01-30.json b/the-council/facts/2026-01-30.json
index 3d9392f4a88..e546a95891b 100644
--- a/the-council/facts/2026-01-30.json
+++ b/the-council/facts/2026-01-30.json
@@ -1,14 +1,184 @@
 {
   "briefing_date": "2026-01-30",
-  "overall_summary": "Error: Failed to generate briefing due to LLM or parsing issues.",
-  "categories": {},
+  "overall_summary": "The project is navigating a phase of architectural expansion through n8n workflow integration and AI routing frameworks, while simultaneously managing community tension regarding token distribution and ETH-chain liquidity issues.",
+  "key_facts": [
+    "A critical message ordering bug was identified in Eliza 1.7.2 where action callbacks execute in reverse order and omit structured return text.",
+    "The core team is pivoting the architecture to integrate n8n workflow automation as the primary method for connecting services like Gmail and Notion.",
+    "ElizaOS tokens on the ETH chain experienced a liquidity collapse resulting in 98% losses for users attempting to swap back to ETH/USDT.",
+    "DorianD proposed 'ElizaRouter,' a distributed routing mechanism using small models like Phi-4 Mini and Mistral 7B to optimize model selection based on query complexity.",
+    "The 'elizaos create' command failure was resolved by updating the CLI package to the scoped @elizaos/cli version and correcting documentation guides.",
+    "A new 'Code Execution' plugin was launched, enabling AI agents to write and run code natively to solve problems.",
+    "Token migration from ai16z to ElizaOS included a 1:10 supply increase, with 40% of the new supply allocated to the team."
+  ],
+  "open_questions": [
+    "Are the wallets holding 40% of the supply known and do they have a vesting schedule?",
+    "Why did the team get 40% when it is open source after the 1:10 token increase?",
+    "What existing frameworks are available for AI model routing based on prompt complexity?",
+    "What small open-source models are best for routing decisions?",
+    "Why are action callbacks in Eliza 1.7.2 executing in reverse order compared to documentation?"
+  ],
+  "tags": {
+    "themes": [
+      "token-migration",
+      "ai-agents",
+      "integrations",
+      "infrastructure",
+      "developer-experience"
+    ],
+    "sentiment": {
+      "overall": "mixed",
+      "context": [
+        "economic",
+        "technical",
+        "social"
+      ]
+    },
+    "story_type": [
+      "debate"
+    ],
+    "derived": [
+      "development",
+      "community",
+      "feedback",
+      "strategy",
+      "market"
+    ],
+    "priority": [
+      "routine"
+    ],
+    "manual": []
+  },
+  "categories": {
+    "twitter_news_highlights": [],
+    "github_updates": {
+      "new_issues_prs": [
+        {
+          "item_type": "pull_request",
+          "title": "V2.0.0",
+          "number": 6351,
+          "url": "https://github.com/elizaos/eliza/pull/6351",
+          "status": "open",
+          "author": "lalalune",
+          "significance": "Major structural overhaul removing non-essentials and focusing on Rust/TypeScript runtime."
+        },
+        {
+          "item_type": "issue",
+          "title": "[Plugin] Integrate N8N Workflow Engine",
+          "number": 6429,
+          "url": "https://github.com/elizaos/eliza/issues/6429",
+          "status": "open",
+          "author": "borisudovicic",
+          "significance": "Core strategic shift to use n8n for multi-service automation."
+        },
+        {
+          "item_type": "issue",
+          "title": "Can not generate project",
+          "number": 6388,
+          "url": "https://github.com/elizaos/eliza/issues/6388",
+          "status": "closed",
+          "author": "Abdulkader-Safi",
+          "significance": "Critical blocker for new developers that was fixed by scoping the CLI package."
+        }
+      ],
+      "overall_focus": [
+        {
+          "claim": "Consolidating the framework into a service platform by stabilizing developer onboarding and expanding agent capabilities via n8n and code execution plugins.",
+          "source": [
+            "github/summaries/week/2026-01-25.md"
+          ]
+        }
+      ]
+    },
+    "discord_updates": [
+      {
+        "channel": "#coders",
+        "summary": "Technical focus on AI routing systems (ElizaRouter) and debugging callback sequence errors in version 1.7.2.",
+        "key_participants": [
+          "DorianD",
+          "Victor Creed"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-29.md"
+        ]
+      },
+      {
+        "channel": "#discussion",
+        "summary": "High-intensity debate regarding tokenomics, specifically the 40% team allocation and the lack of liquidity on the ETH chain migration.",
+        "key_participants": [
+          "Odilitime",
+          "gby",
+          "Sarthak"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-29.md"
+        ]
+      },
+      {
+        "channel": "#core-devs",
+        "summary": "Exploration of Composio for in-chat authentication and social media integration flows.",
+        "key_participants": [
+          "sam",
+          "Stan"
+        ],
+        "source": [
+          "ai-news/elizaos/discord/json/2026-01-29.json"
+        ]
+      }
+    ],
+    "user_feedback": [
+      {
+        "feedback_summary": "Community frustration over 98% value loss during ETH chain migration and lack of clear token utility beyond Jeju gas fees.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-29.md"
+        ],
+        "sentiment": "negative"
+      },
+      {
+        "feedback_summary": "Developers reported successful resolution of project generation errors after following updated CLI installation documentation.",
+        "source": [
+          "github/summaries/week/2026-01-25.md"
+        ],
+        "sentiment": "positive"
+      }
+    ],
+    "strategic_insights": [
+      {
+        "theme": "Shift to Workflow-First Architecture",
+        "insight": "By integrating n8n instead of building native plugins, the project accelerates its ability to connect with enterprise services like Gmail and Salesforce.",
+        "implications_or_questions": [
+          "Does this dependency on n8n impact the 'fully decentralized' goal for agents?",
+          "How will this affect the existing native plugin ecosystem?"
+        ]
+      }
+    ],
+    "market_analysis": [
+      {
+        "observation": "Market analysis predicts a bear market bottom within 6 months, with potential recovery beginning in 2027.",
+        "source": [
+          "ai-news/elizaos/discord/md/2026-01-29.md"
+        ],
+        "relevance": "Influences project runway planning and timing for upcoming product launches like Babylon and Hyperscape."
+      }
+    ]
+  },
   "_metadata": {
     "model": "google/gemini-3-flash-preview",
-    "extracted_at": "2026-01-30T09:00:00.357081+00:00Z",
-    "prompt_tokens": 49545,
-    "completion_tokens": 182,
-    "total_tokens": 49727,
-    "processing_seconds": 3.88,
-    "status": "error"
+    "extracted_at": "2026-02-09T22:22:00.144127+00:00Z",
+    "prompt_tokens": 49544,
+    "completion_tokens": 1682,
+    "total_tokens": 51226,
+    "processing_seconds": 12.69,
+    "status": "success",
+    "facts_by_category": {
+      "twitter_news_highlights": 0,
+      "github_updates": 3,
+      "discord_updates": 3,
+      "user_feedback": 2,
+      "strategic_insights": 1,
+      "market_analysis": 1,
+      "key_facts": 7,
+      "open_questions": 5
+    },
+    "total_facts": 22
   }
 }
\ No newline at end of file