From 845d6529ec0dd09edb1c706cf94d91509c06e43b Mon Sep 17 00:00:00 2001 From: Landon Cox Date: Sat, 14 Mar 2026 16:37:13 -0700 Subject: [PATCH] feat: add daily Rust Guard Improver workflow Adds an agentic workflow that runs weekdays at 9 AM UTC to analyze the Rust GitHub Guard codebase (guards/github-guard/rust-guard/src/) and identify 1-2 incremental improvement opportunities per run. Categories: dead code, duplication, state centralization, type safety, API surface, WASM performance, and test coverage gaps. Uses cache-memory for round-robin tracking to avoid repeat suggestions. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- .../workflows/rust-guard-improver.lock.yml | 1203 +++++++++++++++++ .github/workflows/rust-guard-improver.md | 240 ++++ 2 files changed, 1443 insertions(+) create mode 100644 .github/workflows/rust-guard-improver.lock.yml create mode 100644 .github/workflows/rust-guard-improver.md diff --git a/.github/workflows/rust-guard-improver.lock.yml b/.github/workflows/rust-guard-improver.lock.yml new file mode 100644 index 00000000..1ec05330 --- /dev/null +++ b/.github/workflows/rust-guard-improver.lock.yml @@ -0,0 +1,1203 @@ +# +# ___ _ _ +# / _ \ | | (_) +# | |_| | __ _ ___ _ __ | |_ _ ___ +# | _ |/ _` |/ _ \ '_ \| __| |/ __| +# | | | | (_| | __/ | | | |_| | (__ +# \_| |_/\__, |\___|_| |_|\__|_|\___| +# __/ | +# _ _ |___/ +# | | | | / _| | +# | | | | ___ _ __ _ __| |_| | _____ ____ +# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___| +# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \ +# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/ +# +# This file was automatically generated by gh-aw (v0.58.2). DO NOT EDIT. +# +# To update this file, edit the corresponding .md file and run: +# gh aw compile +# Not all edits will cause changes to this file. +# +# For more information: https://github.github.com/gh-aw/introduction/overview/ +# +# Daily incremental improvement of the Rust GitHub Guard codebase - identifies 1-2 actionable refactoring opportunities per run +# +# Resolved workflow manifest: +# Imports: +# - shared/reporting.md +# +# gh-aw-metadata: {"schema_version":"v2","frontmatter_hash":"0b180194584b4ae99b7dc35e459ddeb58eb0e901c868b3688842a61b33f6a8de","compiler_version":"v0.58.2","strict":true} + +name: "Rust Guard Improver" +"on": + schedule: + - cron: "0 9 * * 1-5" + workflow_dispatch: + +permissions: {} + +concurrency: + group: "gh-aw-${{ github.workflow }}" + +run-name: "Rust Guard Improver" + +jobs: + activation: + runs-on: ubuntu-slim + permissions: + contents: read + outputs: + comment_id: "" + comment_repo: "" + model: ${{ steps.generate_aw_info.outputs.model }} + secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }} + steps: + - name: Setup Scripts + uses: github/gh-aw/actions/setup@0a5055ad41cc8658cb3ca7fd5b545a9b6956d5ff # v0.58.2 + with: + destination: /opt/gh-aw/actions + - name: Generate agentic run info + id: generate_aw_info + env: + GH_AW_INFO_ENGINE_ID: "copilot" + GH_AW_INFO_ENGINE_NAME: "GitHub Copilot CLI" + GH_AW_INFO_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }} + GH_AW_INFO_VERSION: "" + GH_AW_INFO_AGENT_VERSION: "latest" + GH_AW_INFO_CLI_VERSION: "v0.58.2" + GH_AW_INFO_WORKFLOW_NAME: "Rust Guard Improver" + GH_AW_INFO_EXPERIMENTAL: "false" + GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true" + GH_AW_INFO_STAGED: "false" + GH_AW_INFO_ALLOWED_DOMAINS: '["defaults","github","rust","containers"]' + GH_AW_INFO_FIREWALL_ENABLED: "true" + GH_AW_INFO_AWF_VERSION: "v0.24.1" + GH_AW_INFO_AWMG_VERSION: "" + GH_AW_INFO_FIREWALL_TYPE: "squid" + GH_AW_COMPILED_STRICT: "true" + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { main } = require('/opt/gh-aw/actions/generate_aw_info.cjs'); + await main(core, context); + - name: Validate COPILOT_GITHUB_TOKEN secret + id: validate-secret + run: /opt/gh-aw/actions/validate_multi_secret.sh COPILOT_GITHUB_TOKEN 'GitHub Copilot CLI' https://github.github.com/gh-aw/reference/engines/#github-copilot-default + env: + COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }} + - name: Checkout .github and .agents folders + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + sparse-checkout: | + .github + .agents + sparse-checkout-cone-mode: true + fetch-depth: 1 + - name: Check workflow file timestamps + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_WORKFLOW_FILE: "rust-guard-improver.lock.yml" + with: + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/check_workflow_timestamp_api.cjs'); + await main(); + - name: Create prompt with built-in context + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }} + GH_AW_GITHUB_ACTOR: ${{ github.actor }} + GH_AW_GITHUB_EVENT_COMMENT_ID: ${{ github.event.comment.id }} + GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: ${{ github.event.discussion.number }} + GH_AW_GITHUB_EVENT_ISSUE_NUMBER: ${{ github.event.issue.number }} + GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: ${{ github.event.pull_request.number }} + GH_AW_GITHUB_REPOSITORY: ${{ github.repository }} + GH_AW_GITHUB_RUN_ID: ${{ github.run_id }} + GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }} + run: | + bash /opt/gh-aw/actions/create_prompt_first.sh + { + cat << 'GH_AW_PROMPT_EOF' + + GH_AW_PROMPT_EOF + cat "/opt/gh-aw/prompts/xpia.md" + cat "/opt/gh-aw/prompts/temp_folder_prompt.md" + cat "/opt/gh-aw/prompts/markdown.md" + cat "/opt/gh-aw/prompts/cache_memory_prompt.md" + cat "/opt/gh-aw/prompts/safe_outputs_prompt.md" + cat << 'GH_AW_PROMPT_EOF' + + Tools: create_issue, missing_tool, missing_data, noop + + + The following GitHub context information is available for this workflow: + {{#if __GH_AW_GITHUB_ACTOR__ }} + - **actor**: __GH_AW_GITHUB_ACTOR__ + {{/if}} + {{#if __GH_AW_GITHUB_REPOSITORY__ }} + - **repository**: __GH_AW_GITHUB_REPOSITORY__ + {{/if}} + {{#if __GH_AW_GITHUB_WORKSPACE__ }} + - **workspace**: __GH_AW_GITHUB_WORKSPACE__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }} + - **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }} + - **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }} + - **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }} + - **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__ + {{/if}} + {{#if __GH_AW_GITHUB_RUN_ID__ }} + - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__ + {{/if}} + + + GH_AW_PROMPT_EOF + cat << 'GH_AW_PROMPT_EOF' + + GH_AW_PROMPT_EOF + cat << 'GH_AW_PROMPT_EOF' + {{#runtime-import .github/workflows/shared/reporting.md}} + GH_AW_PROMPT_EOF + cat << 'GH_AW_PROMPT_EOF' + {{#runtime-import .github/workflows/rust-guard-improver.md}} + GH_AW_PROMPT_EOF + } > "$GH_AW_PROMPT" + - name: Interpolate variables and render templates + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + GH_AW_GITHUB_REPOSITORY: ${{ github.repository }} + GH_AW_GITHUB_RUN_ID: ${{ github.run_id }} + with: + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/interpolate_prompt.cjs'); + await main(); + - name: Substitute placeholders + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + GH_AW_ALLOWED_EXTENSIONS: '' + GH_AW_CACHE_DESCRIPTION: '' + GH_AW_CACHE_DIR: '/tmp/gh-aw/cache-memory/' + GH_AW_GITHUB_ACTOR: ${{ github.actor }} + GH_AW_GITHUB_EVENT_COMMENT_ID: ${{ github.event.comment.id }} + GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: ${{ github.event.discussion.number }} + GH_AW_GITHUB_EVENT_ISSUE_NUMBER: ${{ github.event.issue.number }} + GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: ${{ github.event.pull_request.number }} + GH_AW_GITHUB_REPOSITORY: ${{ github.repository }} + GH_AW_GITHUB_RUN_ID: ${{ github.run_id }} + GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }} + with: + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + + const substitutePlaceholders = require('/opt/gh-aw/actions/substitute_placeholders.cjs'); + + // Call the substitution function + return await substitutePlaceholders({ + file: process.env.GH_AW_PROMPT, + substitutions: { + GH_AW_ALLOWED_EXTENSIONS: process.env.GH_AW_ALLOWED_EXTENSIONS, + GH_AW_CACHE_DESCRIPTION: process.env.GH_AW_CACHE_DESCRIPTION, + GH_AW_CACHE_DIR: process.env.GH_AW_CACHE_DIR, + GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR, + GH_AW_GITHUB_EVENT_COMMENT_ID: process.env.GH_AW_GITHUB_EVENT_COMMENT_ID, + GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: process.env.GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER, + GH_AW_GITHUB_EVENT_ISSUE_NUMBER: process.env.GH_AW_GITHUB_EVENT_ISSUE_NUMBER, + GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: process.env.GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER, + GH_AW_GITHUB_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY, + GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID, + GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE + } + }); + - name: Validate prompt placeholders + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + run: bash /opt/gh-aw/actions/validate_prompt_placeholders.sh + - name: Print prompt + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + run: bash /opt/gh-aw/actions/print_prompt_summary.sh + - name: Upload activation artifact + if: success() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0 + with: + name: activation + path: | + /tmp/gh-aw/aw_info.json + /tmp/gh-aw/aw-prompts/prompt.txt + retention-days: 1 + + agent: + needs: activation + runs-on: ubuntu-latest + permissions: + contents: read + issues: read + pull-requests: read + concurrency: + group: "gh-aw-copilot-${{ github.workflow }}" + env: + DEFAULT_BRANCH: ${{ github.event.repository.default_branch }} + GH_AW_ASSETS_ALLOWED_EXTS: "" + GH_AW_ASSETS_BRANCH: "" + GH_AW_ASSETS_MAX_SIZE_KB: 0 + GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs + GH_AW_SAFE_OUTPUTS: /opt/gh-aw/safeoutputs/outputs.jsonl + GH_AW_SAFE_OUTPUTS_CONFIG_PATH: /opt/gh-aw/safeoutputs/config.json + GH_AW_SAFE_OUTPUTS_TOOLS_PATH: /opt/gh-aw/safeoutputs/tools.json + GH_AW_WORKFLOW_ID_SANITIZED: rustguardimprover + outputs: + checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }} + detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }} + detection_success: ${{ steps.detection_conclusion.outputs.success }} + has_patch: ${{ steps.collect_output.outputs.has_patch }} + inference_access_error: ${{ steps.detect-inference-error.outputs.inference_access_error || 'false' }} + model: ${{ needs.activation.outputs.model }} + output: ${{ steps.collect_output.outputs.output }} + output_types: ${{ steps.collect_output.outputs.output_types }} + steps: + - name: Setup Scripts + uses: github/gh-aw/actions/setup@0a5055ad41cc8658cb3ca7fd5b545a9b6956d5ff # v0.58.2 + with: + destination: /opt/gh-aw/actions + - name: Checkout repository + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + - name: Create gh-aw temp directory + run: bash /opt/gh-aw/actions/create_gh_aw_tmp_dir.sh + # Cache memory file share configuration from frontmatter processed below + - name: Create cache-memory directory + run: bash /opt/gh-aw/actions/create_cache_memory_dir.sh + - name: Restore cache-memory file share data + uses: actions/cache/restore@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3 + with: + key: memory-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-${{ github.run_id }} + path: /tmp/gh-aw/cache-memory + restore-keys: | + memory-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}- + - name: Configure Git credentials + env: + REPO_NAME: ${{ github.repository }} + SERVER_URL: ${{ github.server_url }} + run: | + git config --global user.email "github-actions[bot]@users.noreply.github.com" + git config --global user.name "github-actions[bot]" + git config --global am.keepcr true + # Re-authenticate git with GitHub token + SERVER_URL_STRIPPED="${SERVER_URL#https://}" + git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git" + echo "Git configured with standard GitHub Actions identity" + - name: Checkout PR branch + id: checkout-pr + if: | + (github.event.pull_request) || (github.event.issue.pull_request) + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + with: + github-token: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/checkout_pr_branch.cjs'); + await main(); + - name: Install GitHub Copilot CLI + run: /opt/gh-aw/actions/install_copilot_cli.sh latest + - name: Install AWF binary + run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.24.1 + - name: Determine automatic lockdown mode for GitHub MCP Server + id: determine-automatic-lockdown + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }} + GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }} + with: + script: | + const determineAutomaticLockdown = require('/opt/gh-aw/actions/determine_automatic_lockdown.cjs'); + await determineAutomaticLockdown(github, context, core); + - name: Download container images + run: bash /opt/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.24.1 ghcr.io/github/gh-aw-firewall/api-proxy:0.24.1 ghcr.io/github/gh-aw-firewall/squid:0.24.1 ghcr.io/github/gh-aw-mcpg:v0.1.15 ghcr.io/github/github-mcp-server:v0.32.0 node:lts-alpine + - name: Write Safe Outputs Config + run: | + mkdir -p /opt/gh-aw/safeoutputs + mkdir -p /tmp/gh-aw/safeoutputs + mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs + cat > /opt/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_EOF' + {"create_issue":{"expires":168,"max":1},"missing_data":{},"missing_tool":{},"noop":{"max":1}} + GH_AW_SAFE_OUTPUTS_CONFIG_EOF + - name: Write Safe Outputs Tools + run: | + cat > /opt/gh-aw/safeoutputs/tools.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_EOF' + [ + { + "description": "Create a new GitHub issue for tracking bugs, feature requests, or tasks. Use this for actionable work items that need assignment, labeling, and status tracking. For reports, announcements, or status updates that don't require task tracking, use create_discussion instead. CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"[rust-guard] \". Labels [\"rust-guard\" \"refactor\"] will be automatically added.", + "inputSchema": { + "additionalProperties": false, + "properties": { + "body": { + "description": "Detailed issue description in Markdown. Do NOT repeat the title as a heading since it already appears as the issue's h1. Include context, reproduction steps, or acceptance criteria as appropriate.", + "type": "string" + }, + "integrity": { + "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").", + "type": "string" + }, + "labels": { + "description": "Labels to categorize the issue (e.g., 'bug', 'enhancement'). Labels must exist in the repository.", + "items": { + "type": "string" + }, + "type": "array" + }, + "parent": { + "description": "Parent issue number for creating sub-issues. This is the numeric ID from the GitHub URL (e.g., 42 in github.com/owner/repo/issues/42). Can also be a temporary_id (e.g., 'aw_abc123', 'aw_Test123') from a previously created issue in the same workflow run.", + "type": [ + "number", + "string" + ] + }, + "secrecy": { + "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").", + "type": "string" + }, + "temporary_id": { + "description": "Unique temporary identifier for referencing this issue before it's created. Format: 'aw_' followed by 3 to 12 alphanumeric characters (e.g., 'aw_abc1', 'aw_Test123'). Use '#aw_ID' in body text to reference other issues by their temporary_id; these are replaced with actual issue numbers after creation.", + "pattern": "^aw_[A-Za-z0-9]{3,12}$", + "type": "string" + }, + "title": { + "description": "Concise issue title summarizing the bug, feature, or task. The title appears as the main heading, so keep it brief and descriptive.", + "type": "string" + } + }, + "required": [ + "title", + "body" + ], + "type": "object" + }, + "name": "create_issue" + }, + { + "description": "Report that a tool or capability needed to complete the task is not available, or share any information you deem important about missing functionality or limitations. Use this when you cannot accomplish what was requested because the required functionality is missing or access is restricted.", + "inputSchema": { + "additionalProperties": false, + "properties": { + "alternatives": { + "description": "Any workarounds, manual steps, or alternative approaches the user could take (max 256 characters).", + "type": "string" + }, + "integrity": { + "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").", + "type": "string" + }, + "reason": { + "description": "Explanation of why this tool is needed or what information you want to share about the limitation (max 256 characters).", + "type": "string" + }, + "secrecy": { + "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").", + "type": "string" + }, + "tool": { + "description": "Optional: Name or description of the missing tool or capability (max 128 characters). Be specific about what functionality is needed.", + "type": "string" + } + }, + "required": [ + "reason" + ], + "type": "object" + }, + "name": "missing_tool" + }, + { + "description": "Log a transparency message when no significant actions are needed. Use this to confirm workflow completion and provide visibility when analysis is complete but no changes or outputs are required (e.g., 'No issues found', 'All checks passed'). This ensures the workflow produces human-visible output even when no other actions are taken.", + "inputSchema": { + "additionalProperties": false, + "properties": { + "integrity": { + "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").", + "type": "string" + }, + "message": { + "description": "Status or completion message to log. Should explain what was analyzed and the outcome (e.g., 'Code review complete - no issues found', 'Analysis complete - all tests passing').", + "type": "string" + }, + "secrecy": { + "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").", + "type": "string" + } + }, + "required": [ + "message" + ], + "type": "object" + }, + "name": "noop" + }, + { + "description": "Report that data or information needed to complete the task is not available. Use this when you cannot accomplish what was requested because required data, context, or information is missing.", + "inputSchema": { + "additionalProperties": false, + "properties": { + "alternatives": { + "description": "Any workarounds, manual steps, or alternative approaches the user could take (max 256 characters).", + "type": "string" + }, + "context": { + "description": "Additional context about the missing data or where it should come from (max 256 characters).", + "type": "string" + }, + "data_type": { + "description": "Type or description of the missing data or information (max 128 characters). Be specific about what data is needed.", + "type": "string" + }, + "integrity": { + "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").", + "type": "string" + }, + "reason": { + "description": "Explanation of why this data is needed to complete the task (max 256 characters).", + "type": "string" + }, + "secrecy": { + "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").", + "type": "string" + } + }, + "required": [], + "type": "object" + }, + "name": "missing_data" + } + ] + GH_AW_SAFE_OUTPUTS_TOOLS_EOF + cat > /opt/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_EOF' + { + "create_issue": { + "defaultMax": 1, + "fields": { + "body": { + "required": true, + "type": "string", + "sanitize": true, + "maxLength": 65000 + }, + "labels": { + "type": "array", + "itemType": "string", + "itemSanitize": true, + "itemMaxLength": 128 + }, + "parent": { + "issueOrPRNumber": true + }, + "repo": { + "type": "string", + "maxLength": 256 + }, + "temporary_id": { + "type": "string" + }, + "title": { + "required": true, + "type": "string", + "sanitize": true, + "maxLength": 128 + } + } + }, + "missing_data": { + "defaultMax": 20, + "fields": { + "alternatives": { + "type": "string", + "sanitize": true, + "maxLength": 256 + }, + "context": { + "type": "string", + "sanitize": true, + "maxLength": 256 + }, + "data_type": { + "type": "string", + "sanitize": true, + "maxLength": 128 + }, + "reason": { + "type": "string", + "sanitize": true, + "maxLength": 256 + } + } + }, + "missing_tool": { + "defaultMax": 20, + "fields": { + "alternatives": { + "type": "string", + "sanitize": true, + "maxLength": 512 + }, + "reason": { + "required": true, + "type": "string", + "sanitize": true, + "maxLength": 256 + }, + "tool": { + "type": "string", + "sanitize": true, + "maxLength": 128 + } + } + }, + "noop": { + "defaultMax": 1, + "fields": { + "message": { + "required": true, + "type": "string", + "sanitize": true, + "maxLength": 65000 + } + } + } + } + GH_AW_SAFE_OUTPUTS_VALIDATION_EOF + - name: Generate Safe Outputs MCP Server Config + id: safe-outputs-config + run: | + # Generate a secure random API key (360 bits of entropy, 40+ chars) + # Mask immediately to prevent timing vulnerabilities + API_KEY=$(openssl rand -base64 45 | tr -d '/+=') + echo "::add-mask::${API_KEY}" + + PORT=3001 + + # Set outputs for next steps + { + echo "safe_outputs_api_key=${API_KEY}" + echo "safe_outputs_port=${PORT}" + } >> "$GITHUB_OUTPUT" + + echo "Safe Outputs MCP server will run on port ${PORT}" + + - name: Start Safe Outputs MCP HTTP Server + id: safe-outputs-start + env: + DEBUG: '*' + GH_AW_SAFE_OUTPUTS_PORT: ${{ steps.safe-outputs-config.outputs.safe_outputs_port }} + GH_AW_SAFE_OUTPUTS_API_KEY: ${{ steps.safe-outputs-config.outputs.safe_outputs_api_key }} + GH_AW_SAFE_OUTPUTS_TOOLS_PATH: /opt/gh-aw/safeoutputs/tools.json + GH_AW_SAFE_OUTPUTS_CONFIG_PATH: /opt/gh-aw/safeoutputs/config.json + GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs + run: | + # Environment variables are set above to prevent template injection + export DEBUG + export GH_AW_SAFE_OUTPUTS_PORT + export GH_AW_SAFE_OUTPUTS_API_KEY + export GH_AW_SAFE_OUTPUTS_TOOLS_PATH + export GH_AW_SAFE_OUTPUTS_CONFIG_PATH + export GH_AW_MCP_LOG_DIR + + bash /opt/gh-aw/actions/start_safe_outputs_server.sh + + - name: Start MCP Gateway + id: start-mcp-gateway + env: + GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }} + GH_AW_SAFE_OUTPUTS_API_KEY: ${{ steps.safe-outputs-start.outputs.api_key }} + GH_AW_SAFE_OUTPUTS_PORT: ${{ steps.safe-outputs-start.outputs.port }} + GITHUB_MCP_LOCKDOWN: ${{ steps.determine-automatic-lockdown.outputs.lockdown == 'true' && '1' || '0' }} + GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + run: | + set -eo pipefail + mkdir -p /tmp/gh-aw/mcp-config + + # Export gateway environment variables for MCP config and gateway script + export MCP_GATEWAY_PORT="80" + export MCP_GATEWAY_DOMAIN="host.docker.internal" + MCP_GATEWAY_API_KEY=$(openssl rand -base64 45 | tr -d '/+=') + echo "::add-mask::${MCP_GATEWAY_API_KEY}" + export MCP_GATEWAY_API_KEY + export MCP_GATEWAY_PAYLOAD_DIR="/tmp/gh-aw/mcp-payloads" + mkdir -p "${MCP_GATEWAY_PAYLOAD_DIR}" + export MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD="524288" + export DEBUG="*" + + export GH_AW_ENGINE="copilot" + export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host -v /var/run/docker.sock:/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_LOCKDOWN -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.1.15' + + mkdir -p /home/runner/.copilot + cat << GH_AW_MCP_CONFIG_EOF | bash /opt/gh-aw/actions/start_mcp_gateway.sh + { + "mcpServers": { + "github": { + "type": "stdio", + "container": "ghcr.io/github/github-mcp-server:v0.32.0", + "env": { + "GITHUB_HOST": "\${GITHUB_SERVER_URL}", + "GITHUB_LOCKDOWN_MODE": "$GITHUB_MCP_LOCKDOWN", + "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}", + "GITHUB_READ_ONLY": "1", + "GITHUB_TOOLSETS": "context,repos,issues,pull_requests" + }, + "guard-policies": { + "allow-only": { + "min-integrity": "unapproved", + "repos": [ + "github/gh-aw-mcpg" + ] + } + } + }, + "safeoutputs": { + "type": "http", + "url": "http://host.docker.internal:$GH_AW_SAFE_OUTPUTS_PORT", + "headers": { + "Authorization": "\${GH_AW_SAFE_OUTPUTS_API_KEY}" + }, + "guard-policies": { + "write-sink": { + "accept": [ + "private:github/gh-aw-mcpg" + ] + } + } + } + }, + "gateway": { + "port": $MCP_GATEWAY_PORT, + "domain": "${MCP_GATEWAY_DOMAIN}", + "apiKey": "${MCP_GATEWAY_API_KEY}", + "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}" + } + } + GH_AW_MCP_CONFIG_EOF + - name: Download activation artifact + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: activation + path: /tmp/gh-aw + - name: Clean git credentials + run: bash /opt/gh-aw/actions/clean_git_credentials.sh + - name: Execute GitHub Copilot CLI + id: agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 30 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "*.docker.com,*.docker.io,*.githubusercontent.com,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,auth.docker.io,azure.archive.ubuntu.com,codeload.github.com,crates.io,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,dl.k8s.io,gcr.io,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.com,github.githubassets.com,host.docker.internal,index.crates.io,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,lfs.github.com,mcr.microsoft.com,objects.githubusercontent.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pkgs.k8s.io,ppa.launchpad.net,production.cloudflare.docker.com,quay.io,raw.githubusercontent.com,registry.hub.docker.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,sh.rustup.rs,static.crates.io,static.rust-lang.org,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.24.1 --skip-pull --enable-api-proxy \ + -- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --add-dir /tmp/gh-aw/cache-memory/ --allow-all-paths --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log + env: + COPILOT_AGENT_RUNNER_TYPE: STANDALONE + COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }} + COPILOT_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }} + GH_AW_MCP_CONFIG: /home/runner/.copilot/mcp-config.json + GH_AW_PHASE: agent + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }} + GH_AW_VERSION: v0.58.2 + GITHUB_API_URL: ${{ github.api_url }} + GITHUB_AW: true + GITHUB_HEAD_REF: ${{ github.head_ref }} + GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + GITHUB_REF_NAME: ${{ github.ref_name }} + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md + GITHUB_WORKSPACE: ${{ github.workspace }} + GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com + GIT_AUTHOR_NAME: github-actions[bot] + GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com + GIT_COMMITTER_NAME: github-actions[bot] + XDG_CONFIG_HOME: /home/runner + - name: Detect inference access error + id: detect-inference-error + if: always() + continue-on-error: true + run: bash /opt/gh-aw/actions/detect_inference_access_error.sh + - name: Configure Git credentials + env: + REPO_NAME: ${{ github.repository }} + SERVER_URL: ${{ github.server_url }} + run: | + git config --global user.email "github-actions[bot]@users.noreply.github.com" + git config --global user.name "github-actions[bot]" + git config --global am.keepcr true + # Re-authenticate git with GitHub token + SERVER_URL_STRIPPED="${SERVER_URL#https://}" + git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git" + echo "Git configured with standard GitHub Actions identity" + - name: Copy Copilot session state files to logs + if: always() + continue-on-error: true + run: | + # Copy Copilot session state files to logs folder for artifact collection + # This ensures they are in /tmp/gh-aw/ where secret redaction can scan them + SESSION_STATE_DIR="$HOME/.copilot/session-state" + LOGS_DIR="/tmp/gh-aw/sandbox/agent/logs" + + if [ -d "$SESSION_STATE_DIR" ]; then + echo "Copying Copilot session state files from $SESSION_STATE_DIR to $LOGS_DIR" + mkdir -p "$LOGS_DIR" + cp -v "$SESSION_STATE_DIR"/*.jsonl "$LOGS_DIR/" 2>/dev/null || true + echo "Session state files copied successfully" + else + echo "No session-state directory found at $SESSION_STATE_DIR" + fi + - name: Stop MCP Gateway + if: always() + continue-on-error: true + env: + MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }} + MCP_GATEWAY_API_KEY: ${{ steps.start-mcp-gateway.outputs.gateway-api-key }} + GATEWAY_PID: ${{ steps.start-mcp-gateway.outputs.gateway-pid }} + run: | + bash /opt/gh-aw/actions/stop_mcp_gateway.sh "$GATEWAY_PID" + - name: Redact secrets in logs + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/redact_secrets.cjs'); + await main(); + env: + GH_AW_SECRET_NAMES: 'COPILOT_GITHUB_TOKEN,GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN' + SECRET_COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }} + SECRET_GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }} + SECRET_GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }} + SECRET_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + - name: Append agent step summary + if: always() + run: bash /opt/gh-aw/actions/append_agent_step_summary.sh + - name: Copy Safe Outputs + if: always() + run: | + mkdir -p /tmp/gh-aw + cp "$GH_AW_SAFE_OUTPUTS" /tmp/gh-aw/safeoutputs.jsonl 2>/dev/null || true + - name: Ingest agent output + id: collect_output + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }} + GH_AW_ALLOWED_DOMAINS: "*.docker.com,*.docker.io,*.githubusercontent.com,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,auth.docker.io,azure.archive.ubuntu.com,codeload.github.com,crates.io,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,dl.k8s.io,gcr.io,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.com,github.githubassets.com,host.docker.internal,index.crates.io,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,lfs.github.com,mcr.microsoft.com,objects.githubusercontent.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pkgs.k8s.io,ppa.launchpad.net,production.cloudflare.docker.com,quay.io,raw.githubusercontent.com,registry.hub.docker.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,sh.rustup.rs,static.crates.io,static.rust-lang.org,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com" + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_API_URL: ${{ github.api_url }} + with: + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/collect_ndjson_output.cjs'); + await main(); + - name: Parse agent logs for step summary + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: /tmp/gh-aw/sandbox/agent/logs/ + with: + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/parse_copilot_log.cjs'); + await main(); + - name: Parse MCP Gateway logs for step summary + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/parse_mcp_gateway_log.cjs'); + await main(); + - name: Print firewall logs + if: always() + continue-on-error: true + env: + AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs + run: | + # Fix permissions on firewall logs so they can be uploaded as artifacts + # AWF runs with sudo, creating files owned by root + sudo chmod -R a+r /tmp/gh-aw/sandbox/firewall/logs 2>/dev/null || true + # Only run awf logs summary if awf command exists (it may not be installed if workflow failed before install step) + if command -v awf &> /dev/null; then + awf logs summary | tee -a "$GITHUB_STEP_SUMMARY" + else + echo 'AWF binary not installed, skipping firewall log summary' + fi + - name: Upload cache-memory data as artifact + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0 + if: always() + with: + name: cache-memory + path: /tmp/gh-aw/cache-memory + - name: Upload agent artifacts + if: always() + continue-on-error: true + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0 + with: + name: agent + path: | + /tmp/gh-aw/aw-prompts/prompt.txt + /tmp/gh-aw/sandbox/agent/logs/ + /tmp/gh-aw/redacted-urls.log + /tmp/gh-aw/mcp-logs/ + /tmp/gh-aw/sandbox/firewall/logs/ + /tmp/gh-aw/agent-stdio.log + /tmp/gh-aw/agent/ + /tmp/gh-aw/safeoutputs.jsonl + /tmp/gh-aw/agent_output.json + if-no-files-found: ignore + # --- Threat Detection (inline) --- + - name: Check if detection needed + id: detection_guard + if: always() + env: + OUTPUT_TYPES: ${{ steps.collect_output.outputs.output_types }} + HAS_PATCH: ${{ steps.collect_output.outputs.has_patch }} + run: | + if [[ -n "$OUTPUT_TYPES" || "$HAS_PATCH" == "true" ]]; then + echo "run_detection=true" >> "$GITHUB_OUTPUT" + echo "Detection will run: output_types=$OUTPUT_TYPES, has_patch=$HAS_PATCH" + else + echo "run_detection=false" >> "$GITHUB_OUTPUT" + echo "Detection skipped: no agent outputs or patches to analyze" + fi + - name: Clear MCP configuration for detection + if: always() && steps.detection_guard.outputs.run_detection == 'true' + run: | + rm -f /tmp/gh-aw/mcp-config/mcp-servers.json + rm -f /home/runner/.copilot/mcp-config.json + rm -f "$GITHUB_WORKSPACE/.gemini/settings.json" + - name: Prepare threat detection files + if: always() && steps.detection_guard.outputs.run_detection == 'true' + run: | + mkdir -p /tmp/gh-aw/threat-detection/aw-prompts + cp /tmp/gh-aw/aw-prompts/prompt.txt /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt 2>/dev/null || true + cp /tmp/gh-aw/agent_output.json /tmp/gh-aw/threat-detection/agent_output.json 2>/dev/null || true + for f in /tmp/gh-aw/aw-*.patch; do + [ -f "$f" ] && cp "$f" /tmp/gh-aw/threat-detection/ 2>/dev/null || true + done + echo "Prepared threat detection files:" + ls -la /tmp/gh-aw/threat-detection/ 2>/dev/null || true + - name: Setup threat detection + if: always() && steps.detection_guard.outputs.run_detection == 'true' + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + WORKFLOW_NAME: "Rust Guard Improver" + WORKFLOW_DESCRIPTION: "Daily incremental improvement of the Rust GitHub Guard codebase - identifies 1-2 actionable refactoring opportunities per run" + HAS_PATCH: ${{ steps.collect_output.outputs.has_patch }} + with: + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/setup_threat_detection.cjs'); + await main(); + - name: Ensure threat-detection directory and log + if: always() && steps.detection_guard.outputs.run_detection == 'true' + run: | + mkdir -p /tmp/gh-aw/threat-detection + touch /tmp/gh-aw/threat-detection/detection.log + - name: Execute GitHub Copilot CLI + if: always() && steps.detection_guard.outputs.run_detection == 'true' + id: detection_agentic_execution + # Copilot CLI tool arguments (sorted): + # --allow-tool shell(cat) + # --allow-tool shell(grep) + # --allow-tool shell(head) + # --allow-tool shell(jq) + # --allow-tool shell(ls) + # --allow-tool shell(tail) + # --allow-tool shell(wc) + timeout-minutes: 20 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,github.com,host.docker.internal,raw.githubusercontent.com,registry.npmjs.org,telemetry.enterprise.githubcopilot.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.24.1 --skip-pull --enable-api-proxy \ + -- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-tool '\''shell(cat)'\'' --allow-tool '\''shell(grep)'\'' --allow-tool '\''shell(head)'\'' --allow-tool '\''shell(jq)'\'' --allow-tool '\''shell(ls)'\'' --allow-tool '\''shell(tail)'\'' --allow-tool '\''shell(wc)'\'' --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log + env: + COPILOT_AGENT_RUNNER_TYPE: STANDALONE + COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }} + COPILOT_MODEL: ${{ vars.GH_AW_MODEL_DETECTION_COPILOT || '' }} + GH_AW_PHASE: detection + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + GH_AW_VERSION: v0.58.2 + GITHUB_API_URL: ${{ github.api_url }} + GITHUB_AW: true + GITHUB_HEAD_REF: ${{ github.head_ref }} + GITHUB_REF_NAME: ${{ github.ref_name }} + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md + GITHUB_WORKSPACE: ${{ github.workspace }} + GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com + GIT_AUTHOR_NAME: github-actions[bot] + GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com + GIT_COMMITTER_NAME: github-actions[bot] + XDG_CONFIG_HOME: /home/runner + - name: Parse threat detection results + id: parse_detection_results + if: always() && steps.detection_guard.outputs.run_detection == 'true' + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/parse_threat_detection_results.cjs'); + await main(); + - name: Upload threat detection log + if: always() && steps.detection_guard.outputs.run_detection == 'true' + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0 + with: + name: detection + path: /tmp/gh-aw/threat-detection/detection.log + if-no-files-found: ignore + - name: Set detection conclusion + id: detection_conclusion + if: always() + env: + RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }} + DETECTION_SUCCESS: ${{ steps.parse_detection_results.outputs.success }} + run: | + if [[ "$RUN_DETECTION" != "true" ]]; then + echo "conclusion=skipped" >> "$GITHUB_OUTPUT" + echo "success=true" >> "$GITHUB_OUTPUT" + echo "Detection was not needed, marking as skipped" + elif [[ "$DETECTION_SUCCESS" == "true" ]]; then + echo "conclusion=success" >> "$GITHUB_OUTPUT" + echo "success=true" >> "$GITHUB_OUTPUT" + echo "Detection passed successfully" + else + echo "conclusion=failure" >> "$GITHUB_OUTPUT" + echo "success=false" >> "$GITHUB_OUTPUT" + echo "Detection found issues" + fi + + conclusion: + needs: + - activation + - agent + - safe_outputs + - update_cache_memory + if: (always()) && (needs.agent.result != 'skipped') + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + concurrency: + group: "gh-aw-conclusion-rust-guard-improver" + cancel-in-progress: false + outputs: + noop_message: ${{ steps.noop.outputs.noop_message }} + tools_reported: ${{ steps.missing_tool.outputs.tools_reported }} + total_count: ${{ steps.missing_tool.outputs.total_count }} + steps: + - name: Setup Scripts + uses: github/gh-aw/actions/setup@0a5055ad41cc8658cb3ca7fd5b545a9b6956d5ff # v0.58.2 + with: + destination: /opt/gh-aw/actions + - name: Download agent output artifact + id: download-agent-output + continue-on-error: true + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: agent + path: /tmp/gh-aw/ + - name: Setup agent output environment variable + if: steps.download-agent-output.outcome == 'success' + run: | + mkdir -p /tmp/gh-aw/ + find "/tmp/gh-aw/" -type f -print + echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_ENV" + - name: Process No-Op Messages + id: noop + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }} + GH_AW_NOOP_MAX: "1" + GH_AW_WORKFLOW_NAME: "Rust Guard Improver" + GH_AW_TRACKER_ID: "rust-guard-improver" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/noop.cjs'); + await main(); + - name: Record Missing Tool + id: missing_tool + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }} + GH_AW_WORKFLOW_NAME: "Rust Guard Improver" + GH_AW_TRACKER_ID: "rust-guard-improver" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/missing_tool.cjs'); + await main(); + - name: Handle Agent Failure + id: handle_agent_failure + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }} + GH_AW_WORKFLOW_NAME: "Rust Guard Improver" + GH_AW_TRACKER_ID: "rust-guard-improver" + GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }} + GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }} + GH_AW_WORKFLOW_ID: "rust-guard-improver" + GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.activation.outputs.secret_verification_result }} + GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }} + GH_AW_INFERENCE_ACCESS_ERROR: ${{ needs.agent.outputs.inference_access_error }} + GH_AW_GROUP_REPORTS: "false" + GH_AW_FAILURE_REPORT_AS_ISSUE: "true" + GH_AW_TIMEOUT_MINUTES: "30" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/handle_agent_failure.cjs'); + await main(); + - name: Handle No-Op Message + id: handle_noop_message + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }} + GH_AW_WORKFLOW_NAME: "Rust Guard Improver" + GH_AW_TRACKER_ID: "rust-guard-improver" + GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }} + GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }} + GH_AW_NOOP_MESSAGE: ${{ steps.noop.outputs.noop_message }} + GH_AW_NOOP_REPORT_AS_ISSUE: "true" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/handle_noop_message.cjs'); + await main(); + + safe_outputs: + needs: agent + if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.agent.outputs.detection_success == 'true') + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + timeout-minutes: 15 + env: + GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/rust-guard-improver" + GH_AW_ENGINE_ID: "copilot" + GH_AW_TRACKER_ID: "rust-guard-improver" + GH_AW_WORKFLOW_ID: "rust-guard-improver" + GH_AW_WORKFLOW_NAME: "Rust Guard Improver" + outputs: + code_push_failure_count: ${{ steps.process_safe_outputs.outputs.code_push_failure_count }} + code_push_failure_errors: ${{ steps.process_safe_outputs.outputs.code_push_failure_errors }} + create_discussion_error_count: ${{ steps.process_safe_outputs.outputs.create_discussion_error_count }} + create_discussion_errors: ${{ steps.process_safe_outputs.outputs.create_discussion_errors }} + created_issue_number: ${{ steps.process_safe_outputs.outputs.created_issue_number }} + created_issue_url: ${{ steps.process_safe_outputs.outputs.created_issue_url }} + process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }} + process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }} + steps: + - name: Setup Scripts + uses: github/gh-aw/actions/setup@0a5055ad41cc8658cb3ca7fd5b545a9b6956d5ff # v0.58.2 + with: + destination: /opt/gh-aw/actions + - name: Download agent output artifact + id: download-agent-output + continue-on-error: true + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: agent + path: /tmp/gh-aw/ + - name: Setup agent output environment variable + if: steps.download-agent-output.outcome == 'success' + run: | + mkdir -p /tmp/gh-aw/ + find "/tmp/gh-aw/" -type f -print + echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_ENV" + - name: Process Safe Outputs + id: process_safe_outputs + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }} + GH_AW_ALLOWED_DOMAINS: "*.docker.com,*.docker.io,*.githubusercontent.com,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,auth.docker.io,azure.archive.ubuntu.com,codeload.github.com,crates.io,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,dl.k8s.io,gcr.io,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.com,github.githubassets.com,host.docker.internal,index.crates.io,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,lfs.github.com,mcr.microsoft.com,objects.githubusercontent.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pkgs.k8s.io,ppa.launchpad.net,production.cloudflare.docker.com,quay.io,raw.githubusercontent.com,registry.hub.docker.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,sh.rustup.rs,static.crates.io,static.rust-lang.org,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com" + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_API_URL: ${{ github.api_url }} + GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_issue\":{\"expires\":168,\"labels\":[\"rust-guard\",\"refactor\"],\"max\":1,\"title_prefix\":\"[rust-guard] \"},\"missing_data\":{},\"missing_tool\":{}}" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('/opt/gh-aw/actions/safe_output_handler_manager.cjs'); + await main(); + - name: Upload Safe Output Items Manifest + if: always() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0 + with: + name: safe-output-items + path: /tmp/safe-output-items.jsonl + if-no-files-found: warn + + update_cache_memory: + needs: agent + if: always() && needs.agent.outputs.detection_success == 'true' + runs-on: ubuntu-latest + permissions: {} + env: + GH_AW_WORKFLOW_ID_SANITIZED: rustguardimprover + steps: + - name: Setup Scripts + uses: github/gh-aw/actions/setup@0a5055ad41cc8658cb3ca7fd5b545a9b6956d5ff # v0.58.2 + with: + destination: /opt/gh-aw/actions + - name: Download cache-memory artifact (default) + id: download_cache_default + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + continue-on-error: true + with: + name: cache-memory + path: /tmp/gh-aw/cache-memory + - name: Check if cache-memory folder has content (default) + id: check_cache_default + shell: bash + run: | + if [ -d "/tmp/gh-aw/cache-memory" ] && [ "$(ls -A /tmp/gh-aw/cache-memory 2>/dev/null)" ]; then + echo "has_content=true" >> "$GITHUB_OUTPUT" + else + echo "has_content=false" >> "$GITHUB_OUTPUT" + fi + - name: Save cache-memory to cache (default) + if: steps.check_cache_default.outputs.has_content == 'true' + uses: actions/cache/save@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3 + with: + key: memory-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-${{ github.run_id }} + path: /tmp/gh-aw/cache-memory + diff --git a/.github/workflows/rust-guard-improver.md b/.github/workflows/rust-guard-improver.md new file mode 100644 index 00000000..dff2567f --- /dev/null +++ b/.github/workflows/rust-guard-improver.md @@ -0,0 +1,240 @@ +--- +name: Rust Guard Improver +description: Daily incremental improvement of the Rust GitHub Guard codebase - identifies 1-2 actionable refactoring opportunities per run +on: + schedule: + - cron: "0 9 * * 1-5" # Weekdays at 9 AM UTC + workflow_dispatch: + +permissions: + contents: read + issues: read + pull-requests: read + +tracker-id: rust-guard-improver + +engine: copilot + +network: + allowed: + - defaults + - github + - rust + - containers + +imports: + - shared/reporting.md + +safe-outputs: + create-issue: + title-prefix: "[rust-guard] " + labels: [rust-guard, refactor] + max: 1 + expires: 7d + noop: + +tools: + cache-memory: true + github: + toolsets: [default, pull_requests] + repos: ["github/gh-aw-mcpg"] + min-integrity: unapproved + edit: + bash: + - "*" + +timeout-minutes: 30 +strict: true +--- + +# 🦀 Rust Guard Improver — Daily Incremental Refactoring + +You are the **Rust Guard Improver**, a meticulous Rust code quality engineer. Each day you analyze the GitHub Guard's Rust codebase and identify **1–2 concrete, actionable improvements**. You focus on small, safe, incremental changes — not sweeping rewrites. + +## Context + +- **Repository**: ${{ github.repository }} +- **Run ID**: ${{ github.run_id }} +- **Rust codebase**: `guards/github-guard/rust-guard/src/` +- **Cargo manifest**: `guards/github-guard/rust-guard/Cargo.toml` + +## Source Files + +The Rust guard is a WASM-compiled DIFC (Data Information Flow Control) guard with these modules: + +| File | Purpose | +|------|---------| +| `lib.rs` | Entry point, FFI exports, core dispatch logic | +| `permissions.rs` | Permission checking and tool access control | +| `tools.rs` | Tool definitions and metadata | +| `labels/mod.rs` | DIFC label types, agent labeling, response labeling | +| `labels/backend.rs` | Backend tool call handling and label assignment | +| `labels/constants.rs` | Shared constants for label values | +| `labels/helpers.rs` | Utility functions for label operations | +| `labels/response_items.rs` | Per-item response labeling logic | +| `labels/response_paths.rs` | JSON path-based response labeling | +| `labels/tool_rules.rs` | Per-tool DIFC rules and policies | + +## Your Mission + +Each run you will: + +1. Load your improvement history from cache +2. Analyze the full Rust codebase for improvement opportunities +3. Pick 1–2 improvements that haven't been suggested recently +4. Write a detailed, actionable issue (or noop if nothing found) +5. Update cache with what you suggested + +## Step 1: Load History from Cache + +Use cache-memory to check: +- `recent_suggestions`: Array of past suggestions with dates — `[{"area": "", "type": "", "summary": "", "date": ""}, ...]` +- `focus_areas_exhausted`: Areas where no further improvements were found + +If cache is empty, start fresh. + +## Step 2: Read and Analyze the Codebase + +Read every source file in the Rust guard: + +```bash +find guards/github-guard/rust-guard/src -name '*.rs' -exec echo "=== {} ===" \; -exec cat {} \; +``` + +Also read the Cargo manifest: + +```bash +cat guards/github-guard/rust-guard/Cargo.toml +``` + +## Step 3: Identify Improvement Opportunities + +Scan for these categories of improvements, in priority order: + +### 3.1 Dead Code & Unused Items +- Functions, structs, enums, or constants that are never referenced +- `#[allow(dead_code)]` annotations that may no longer be needed +- Commented-out code blocks +- Unreachable match arms + +### 3.2 Code Duplication +- Repeated logic across files (especially in `labels/` modules) +- Similar match patterns that could share a helper +- Repeated string literals that should be constants in `constants.rs` +- Copy-pasted struct construction or field mapping + +### 3.3 State & Data Centralization +- Related data spread across multiple locations that could be a single struct +- Configuration or policy values hardcoded in multiple places +- Enum variants that duplicate information available elsewhere + +### 3.4 Type Safety & Idioms +- `String` where `&str` or an enum would be more appropriate +- Manual error handling that could use `?` operator or `Result` combinators +- `clone()` calls that could be avoided with references or lifetimes +- `unwrap()` calls that should be proper error handling +- Raw string matching that could use typed enums + +### 3.5 API Surface & Module Organization +- Public items that should be `pub(crate)` or private +- Module boundaries that could be cleaner +- Functions doing too many things that could be split +- Missing or misleading doc comments on public items + +### 3.6 Performance & Size (WASM-specific) +- Unnecessary allocations in hot paths +- `String` formatting where static strings suffice +- Large match tables that could use lookup maps +- Serialization/deserialization that could be more efficient + +### 3.7 Test Coverage Gaps +- Public functions without test coverage +- Edge cases in label flow logic that aren't tested +- Missing tests for error paths + +## Step 4: Select 1–2 Improvements + +From your analysis, pick **at most 2** improvements that: + +1. **Haven't been suggested recently** — check `recent_suggestions` cache +2. **Are concrete and actionable** — someone could implement each in under 30 minutes +3. **Are low-risk** — won't break the WASM build or change behavior +4. **Have clear before/after** — show exactly what to change + +Prefer improvements that are: +- Easy to verify (has clear test or compilation check) +- Self-contained (doesn't require cascading changes) +- High value-to-effort ratio + +## Step 5: Update Cache + +Save to cache-memory: +- Append new suggestions to `recent_suggestions` with today's date +- Keep only the last 30 entries (trim older ones) +- Update `focus_areas_exhausted` if a file/area has no more opportunities + +## Step 6: Create Output + +### If improvements found → Create Issue + +**Title**: `Rust Guard: ` + +**Body**: +```markdown +# 🦀 Rust Guard Improvement Report + +## Improvement 1: + +**Category**: <Dead Code | Duplication | Centralization | Type Safety | API Surface | Performance | Test Coverage> +**File(s)**: `<file path(s)>` +**Effort**: <Small (< 15 min) | Medium (15–30 min)> +**Risk**: <Low | Medium> + +### Problem +<Describe what's wrong or suboptimal, with line references> + +### Suggested Change +<Concrete code diff or description of what to change> + +### Before +```rust +// Current code +``` + +### After +```rust +// Improved code +``` + +### Why This Matters +<Brief explanation of the benefit> + +--- + +## Improvement 2: <Title> +*(same structure, if applicable)* + +--- + +## Codebase Health Summary +- **Total Rust files**: <count> +- **Total lines**: <count> +- **Areas analyzed**: <list> +- **Areas with no further improvements**: <list from cache> + +--- +*Generated by Rust Guard Improver • Run: ${{ github.run_id }}* +``` + +### If no improvements found → Noop + +Call the `noop` tool with: "Rust Guard codebase analysis complete — no new improvements identified. All focus areas exhausted. The code is in good shape! 🦀✨" + +## Guidelines + +- **Be specific**: Always include file names, line numbers, and concrete code snippets +- **Be conservative**: Only suggest changes that preserve existing behavior +- **Be practical**: Each suggestion should be implementable in a single PR +- **Respect WASM constraints**: The code compiles to `wasm32-wasip1` — no std networking, no filesystem, limited allocations +- **Don't repeat yourself**: Always check cache before suggesting something already raised +- **Quality over quantity**: One excellent suggestion beats two mediocre ones