From c3e29c3be030e6a8c684ddcf77c49c240c5c98d7 Mon Sep 17 00:00:00 2001 From: Landon Cox Date: Thu, 2 Apr 2026 11:48:20 -0700 Subject: [PATCH 1/2] feat: add daily token optimization advisor workflows Add two new agentic workflows that read the latest token usage reports and produce actionable optimization recommendations: - copilot-token-optimizer: Reads token-usage-report issues, analyzes the most expensive Copilot workflow, and creates an issue with specific recommendations (tool trimming, pre-steps, prompt optimization, toolset restriction, cache improvements) - claude-token-optimizer: Same for Claude workflows, with additional Anthropic-specific cache write analysis (write vs read cost amortization, cache write rate metrics) Both workflows: - Run daily with skip-if-match to prevent duplicates - Auto-close older optimization issues (close-older-issues: true) - Download run artifacts to analyze actual tool usage vs loaded tools - Produce implementation checklists with estimated savings Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- .../workflows/claude-token-optimizer.lock.yml | 1115 +++++++++++++++++ .github/workflows/claude-token-optimizer.md | 242 ++++ .../copilot-token-optimizer.lock.yml | 1115 +++++++++++++++++ .github/workflows/copilot-token-optimizer.md | 221 ++++ 4 files changed, 2693 insertions(+) create mode 100644 .github/workflows/claude-token-optimizer.lock.yml create mode 100644 .github/workflows/claude-token-optimizer.md create mode 100644 .github/workflows/copilot-token-optimizer.lock.yml create mode 100644 .github/workflows/copilot-token-optimizer.md diff --git a/.github/workflows/claude-token-optimizer.lock.yml b/.github/workflows/claude-token-optimizer.lock.yml new file mode 100644 index 00000000..5b5213c8 --- /dev/null +++ b/.github/workflows/claude-token-optimizer.lock.yml @@ -0,0 +1,1115 @@ +# ___ _ _ +# / _ \ | | (_) +# | |_| | __ _ ___ _ __ | |_ _ ___ +# | _ |/ _` |/ _ \ '_ \| __| |/ __| +# | | | | (_| | __/ | | | |_| | (__ +# \_| |_/\__, |\___|_| |_|\__|_|\___| +# __/ | +# _ _ |___/ +# | | | | / _| | +# | | | | ___ _ __ _ __| |_| | _____ ____ +# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___| +# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \ +# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/ +# +# This file was automatically generated by gh-aw (v0.65.5). 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 Claude token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow +# +# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"cd8fe0a9a835750d4f7cdfa935d1208838b7e3f24342aaaa5fa72d85d628a61f","compiler_version":"v0.65.5","strict":true,"agent_id":"copilot"} + +name: "Daily Claude Token Optimization Advisor" +"on": + schedule: + - cron: "33 12 * * *" + # Friendly format: daily (scattered) + # skip-if-match: # Skip-if-match processed as search check in pre-activation job + # max: 1 + # query: is:issue is:open label:claude-token-optimization + workflow_dispatch: + inputs: + aw_context: + default: "" + description: Agent caller context (used internally by Agentic Workflows). + required: false + type: string + +permissions: {} + +concurrency: + group: "gh-aw-${{ github.workflow }}" + +run-name: "Daily Claude Token Optimization Advisor" + +jobs: + activation: + needs: pre_activation + if: needs.pre_activation.outputs.activated == 'true' + runs-on: ubuntu-slim + permissions: + contents: read + outputs: + comment_id: "" + comment_repo: "" + lockdown_check_failed: ${{ steps.generate_aw_info.outputs.lockdown_check_failed == 'true' }} + 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@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/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: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || 'auto' }} + GH_AW_INFO_VERSION: "latest" + GH_AW_INFO_AGENT_VERSION: "latest" + GH_AW_INFO_CLI_VERSION: "v0.65.5" + GH_AW_INFO_WORKFLOW_NAME: "Daily Claude Token Optimization Advisor" + GH_AW_INFO_EXPERIMENTAL: "false" + GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true" + GH_AW_INFO_STAGED: "false" + GH_AW_INFO_ALLOWED_DOMAINS: '["github"]' + GH_AW_INFO_FIREWALL_ENABLED: "true" + GH_AW_INFO_AWF_VERSION: "v0.25.10" + GH_AW_INFO_AWMG_VERSION: "" + GH_AW_INFO_FIREWALL_TYPE: "squid" + GH_AW_COMPILED_STRICT: "true" + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_aw_info.cjs'); + await main(core, context); + - name: Validate COPILOT_GITHUB_TOKEN secret + id: validate-secret + run: ${RUNNER_TEMP}/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: ${{ secrets.COPILOT_GITHUB_TOKEN }} + - name: Checkout .github and .agents folders + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + sparse-checkout: | + .github + .agents + sparse-checkout-cone-mode: true + fetch-depth: 1 + - name: Check workflow file timestamps + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_WORKFLOW_FILE: "claude-token-optimizer.lock.yml" + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/check_workflow_timestamp_api.cjs'); + await main(); + - name: Check compile-agentic version + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_COMPILED_VERSION: "v0.65.5" + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/check_version_updates.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: ${{ runner.temp }}/gh-aw/safeoutputs/outputs.jsonl + 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 }} + GH_AW_STEPS_X_OUTPUTS_Y: ${{ steps.X.outputs.Y }} + # poutine:ignore untrusted_checkout_exec + run: | + bash ${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh + { + cat << 'GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF' + + GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md" + cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md" + cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md" + cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md" + cat << 'GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF' + + Tools: create_issue, missing_tool, missing_data, noop + + + The following GitHub context information is available for this workflow: + {{#if __GH_AW_GITHUB_ACTOR__ }} + - **actor**: __GH_AW_GITHUB_ACTOR__ + {{/if}} + {{#if __GH_AW_GITHUB_REPOSITORY__ }} + - **repository**: __GH_AW_GITHUB_REPOSITORY__ + {{/if}} + {{#if __GH_AW_GITHUB_WORKSPACE__ }} + - **workspace**: __GH_AW_GITHUB_WORKSPACE__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }} + - **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }} + - **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }} + - **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }} + - **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__ + {{/if}} + {{#if __GH_AW_GITHUB_RUN_ID__ }} + - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__ + {{/if}} + + + GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md" + cat << 'GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF' + + {{#runtime-import .github/workflows/claude-token-optimizer.md}} + GH_AW_PROMPT_ee6dcc230bd1a3ef_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_STEPS_X_OUTPUTS_Y: ${{ steps.X.outputs.Y }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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_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 }} + GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: ${{ needs.pre_activation.outputs.activated }} + GH_AW_STEPS_X_OUTPUTS_Y: ${{ steps.X.outputs.Y }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + + const substitutePlaceholders = require('${{ runner.temp }}/gh-aw/actions/substitute_placeholders.cjs'); + + // Call the substitution function + return await substitutePlaceholders({ + file: process.env.GH_AW_PROMPT, + substitutions: { + 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, + GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED, + GH_AW_STEPS_X_OUTPUTS_Y: process.env.GH_AW_STEPS_X_OUTPUTS_Y + } + }); + - name: Validate prompt placeholders + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + # poutine:ignore untrusted_checkout_exec + run: bash ${RUNNER_TEMP}/gh-aw/actions/validate_prompt_placeholders.sh + - name: Print prompt + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + # poutine:ignore untrusted_checkout_exec + run: bash ${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh + - name: Upload activation artifact + if: success() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: activation + path: | + /tmp/gh-aw/aw_info.json + /tmp/gh-aw/aw-prompts/prompt.txt + retention-days: 1 + + agent: + needs: activation + runs-on: ubuntu-latest + permissions: + actions: read + contents: read + issues: read + pull-requests: read + concurrency: + group: "gh-aw-copilot-${{ 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_WORKFLOW_ID_SANITIZED: claudetokenoptimizer + outputs: + checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }} + 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@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Set runtime paths + id: set-runtime-paths + run: | + echo "GH_AW_SAFE_OUTPUTS=${RUNNER_TEMP}/gh-aw/safeoutputs/outputs.jsonl" >> "$GITHUB_OUTPUT" + echo "GH_AW_SAFE_OUTPUTS_CONFIG_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/config.json" >> "$GITHUB_OUTPUT" + echo "GH_AW_SAFE_OUTPUTS_TOOLS_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/tools.json" >> "$GITHUB_OUTPUT" + - name: Checkout repository + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + - name: Create gh-aw temp directory + run: bash ${RUNNER_TEMP}/gh-aw/actions/create_gh_aw_tmp_dir.sh + - name: Configure gh CLI for GitHub Enterprise + run: bash ${RUNNER_TEMP}/gh-aw/actions/configure_gh_for_ghe.sh + env: + GH_TOKEN: ${{ github.token }} + - 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: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/checkout_pr_branch.cjs'); + await main(); + - name: Install GitHub Copilot CLI + run: ${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh latest + - name: Install AWF binary + run: bash ${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh v0.25.10 + - 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: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }} + with: + script: | + const determineAutomaticLockdown = require('${{ runner.temp }}/gh-aw/actions/determine_automatic_lockdown.cjs'); + await determineAutomaticLockdown(github, context, core); + - name: Download container images + run: bash ${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.25.10 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.10 ghcr.io/github/gh-aw-firewall/squid:0.25.10 ghcr.io/github/gh-aw-mcpg:v0.2.11 ghcr.io/github/github-mcp-server:v0.32.0 node:lts-alpine + - name: Write Safe Outputs Config + run: | + mkdir -p ${RUNNER_TEMP}/gh-aw/safeoutputs + mkdir -p /tmp/gh-aw/safeoutputs + mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_dd5f18e55ccb0929_EOF' + {"create_issue":{"close_older_issues":true,"labels":["claude-token-optimization"],"max":1,"title_prefix":"⚡ Claude Token Optimization"},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"}} + GH_AW_SAFE_OUTPUTS_CONFIG_dd5f18e55ccb0929_EOF + - name: Write Safe Outputs Tools + run: | + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_7519ee90e051d0bc_EOF' + { + "description_suffixes": { + "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"⚡ Claude Token Optimization\". Labels [\"claude-token-optimization\"] will be automatically added." + }, + "repo_params": {}, + "dynamic_tools": [] + } + GH_AW_SAFE_OUTPUTS_TOOLS_META_7519ee90e051d0bc_EOF + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_9920901f7260ad8b_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_9920901f7260ad8b_EOF + node ${RUNNER_TEMP}/gh-aw/actions/generate_safe_outputs_tools.cjs + - name: Generate Safe Outputs MCP Server Config + id: safe-outputs-config + run: | + # Generate a secure random API key (360 bits of entropy, 40+ chars) + # Mask immediately to prevent timing vulnerabilities + API_KEY=$(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: ${{ runner.temp }}/gh-aw/safeoutputs/tools.json + GH_AW_SAFE_OUTPUTS_CONFIG_PATH: ${{ runner.temp }}/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 ${RUNNER_TEMP}/gh-aw/actions/start_safe_outputs_server.sh + + - name: Start MCP Gateway + id: start-mcp-gateway + env: + GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.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_GUARD_MIN_INTEGRITY: ${{ steps.determine-automatic-lockdown.outputs.min_integrity }} + GITHUB_MCP_GUARD_REPOS: ${{ steps.determine-automatic-lockdown.outputs.repos }} + 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_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -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:v0.2.11' + + mkdir -p /home/runner/.copilot + cat << GH_AW_MCP_CONFIG_65363ad3d64cef78_EOF | bash ${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.sh + { + "mcpServers": { + "github": { + "type": "stdio", + "container": "ghcr.io/github/github-mcp-server:v0.32.0", + "env": { + "GITHUB_HOST": "\${GITHUB_SERVER_URL}", + "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}", + "GITHUB_READ_ONLY": "1", + "GITHUB_TOOLSETS": "context,repos,issues,pull_requests,actions" + }, + "guard-policies": { + "allow-only": { + "min-integrity": "$GITHUB_MCP_GUARD_MIN_INTEGRITY", + "repos": "$GITHUB_MCP_GUARD_REPOS" + } + } + }, + "safeoutputs": { + "type": "http", + "url": "http://host.docker.internal:$GH_AW_SAFE_OUTPUTS_PORT", + "headers": { + "Authorization": "\${GH_AW_SAFE_OUTPUTS_API_KEY}" + }, + "guard-policies": { + "write-sink": { + "accept": [ + "*" + ] + } + } + } + }, + "gateway": { + "port": $MCP_GATEWAY_PORT, + "domain": "${MCP_GATEWAY_DOMAIN}", + "apiKey": "${MCP_GATEWAY_API_KEY}", + "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}" + } + } + GH_AW_MCP_CONFIG_65363ad3d64cef78_EOF + - name: Download activation artifact + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: activation + path: /tmp/gh-aw + - name: Clean git credentials + continue-on-error: true + run: bash ${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh + - name: Execute GitHub Copilot CLI + id: agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 10 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" --env-all --exclude-env COPILOT_GITHUB_TOKEN --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_API_KEY --allow-domains '*.githubusercontent.com,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,codeload.github.com,docs.github.com,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.blog,github.com,github.githubassets.com,host.docker.internal,lfs.github.com,objects.githubusercontent.com,raw.githubusercontent.com,registry.npmjs.org,telemetry.enterprise.githubcopilot.com' --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --image-tag 0.25.10 --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/ --disable-builtin-mcps --allow-all-tools --allow-all-paths --add-dir "${GITHUB_WORKSPACE}" --prompt "$(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: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + GH_AW_VERSION: v0.65.5 + 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 ${RUNNER_TEMP}/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: bash ${RUNNER_TEMP}/gh-aw/actions/copy_copilot_session_state.sh + - 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 ${RUNNER_TEMP}/gh-aw/actions/stop_mcp_gateway.sh "$GATEWAY_PID" + - name: Redact secrets in logs + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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 ${RUNNER_TEMP}/gh-aw/actions/append_agent_step_summary.sh + - name: Copy Safe Outputs + if: always() + env: + GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + run: | + mkdir -p /tmp/gh-aw + cp "$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: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + GH_AW_ALLOWED_DOMAINS: "*.githubusercontent.com,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,codeload.github.com,docs.github.com,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.blog,github.com,github.githubassets.com,host.docker.internal,lfs.github.com,objects.githubusercontent.com,raw.githubusercontent.com,registry.npmjs.org,telemetry.enterprise.githubcopilot.com" + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_API_URL: ${{ github.api_url }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/collect_ndjson_output.cjs'); + await main(); + - name: Parse agent logs for step summary + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: /tmp/gh-aw/sandbox/agent/logs/ + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_copilot_log.cjs'); + await main(); + - name: Parse MCP Gateway logs for step summary + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_mcp_gateway_log.cjs'); + await main(); + - name: Print firewall logs + if: always() + continue-on-error: true + env: + AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs + run: | + # Fix permissions on firewall logs so they can be uploaded as artifacts + # AWF runs with sudo, creating files owned by root + sudo chmod -R a+r /tmp/gh-aw/sandbox/firewall/logs 2>/dev/null || true + # Only run awf logs summary if awf command exists (it may not be installed if workflow failed before install step) + if command -v awf &> /dev/null; then + awf logs summary | tee -a "$GITHUB_STEP_SUMMARY" + else + echo 'AWF binary not installed, skipping firewall log summary' + fi + - name: Parse token usage for step summary + if: always() + continue-on-error: true + run: bash ${RUNNER_TEMP}/gh-aw/actions/parse_token_usage.sh + - name: Write agent output placeholder if missing + if: always() + run: | + if [ ! -f /tmp/gh-aw/agent_output.json ]; then + echo '{"items":[]}' > /tmp/gh-aw/agent_output.json + fi + - name: Upload agent artifacts + if: always() + continue-on-error: true + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + 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/agent-stdio.log + /tmp/gh-aw/agent/ + /tmp/gh-aw/safeoutputs.jsonl + /tmp/gh-aw/agent_output.json + /tmp/gh-aw/aw-*.patch + /tmp/gh-aw/aw-*.bundle + if-no-files-found: ignore + - name: Upload firewall audit logs + if: always() + continue-on-error: true + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: firewall-audit-logs + path: | + /tmp/gh-aw/sandbox/firewall/logs/ + /tmp/gh-aw/sandbox/firewall/audit/ + if-no-files-found: ignore + + conclusion: + needs: + - activation + - agent + - detection + - safe_outputs + if: always() && (needs.agent.result != 'skipped' || needs.activation.outputs.lockdown_check_failed == 'true') + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + concurrency: + group: "gh-aw-conclusion-claude-token-optimizer" + 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@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Download agent output artifact + id: download-agent-output + continue-on-error: true + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: agent + path: /tmp/gh-aw/ + - name: Setup agent output environment variable + id: setup-agent-output-env + if: steps.download-agent-output.outcome == 'success' + run: | + mkdir -p /tmp/gh-aw/ + find "/tmp/gh-aw/" -type f -print + echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT" + - name: Process No-Op Messages + id: noop + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_NOOP_MAX: "1" + GH_AW_WORKFLOW_NAME: "Daily Claude Token Optimization Advisor" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_MISSING_TOOL_CREATE_ISSUE: "true" + GH_AW_WORKFLOW_NAME: "Daily Claude Token Optimization Advisor" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/missing_tool.cjs'); + await main(); + - name: Handle Agent Failure + id: handle_agent_failure + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_WORKFLOW_NAME: "Daily Claude Token Optimization Advisor" + 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: "claude-token-optimizer" + GH_AW_ENGINE_ID: "copilot" + 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_LOCKDOWN_CHECK_FAILED: ${{ needs.activation.outputs.lockdown_check_failed }} + GH_AW_GROUP_REPORTS: "false" + GH_AW_FAILURE_REPORT_AS_ISSUE: "true" + GH_AW_TIMEOUT_MINUTES: "10" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_WORKFLOW_NAME: "Daily Claude Token Optimization Advisor" + 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: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/handle_noop_message.cjs'); + await main(); + + detection: + needs: agent + if: > + always() && needs.agent.result != 'skipped' && (needs.agent.outputs.output_types != '' || needs.agent.outputs.has_patch == 'true') + runs-on: ubuntu-latest + permissions: + contents: read + outputs: + detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }} + detection_success: ${{ steps.detection_conclusion.outputs.success }} + steps: + - name: Setup Scripts + uses: github/gh-aw-actions/setup@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Download agent output artifact + id: download-agent-output + continue-on-error: true + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: agent + path: /tmp/gh-aw/ + - name: Setup agent output environment variable + id: setup-agent-output-env + if: steps.download-agent-output.outcome == 'success' + run: | + mkdir -p /tmp/gh-aw/ + find "/tmp/gh-aw/" -type f -print + echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT" + - name: Checkout repository for patch context + if: needs.agent.outputs.has_patch == 'true' + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + # --- Threat Detection --- + - name: Download container images + run: bash ${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.25.10 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.10 ghcr.io/github/gh-aw-firewall/squid:0.25.10 + - name: Check if detection needed + id: detection_guard + if: always() + env: + OUTPUT_TYPES: ${{ needs.agent.outputs.output_types }} + HAS_PATCH: ${{ needs.agent.outputs.has_patch }} + run: | + if [[ -n "$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 + for f in /tmp/gh-aw/aw-*.bundle; 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: "Daily Claude Token Optimization Advisor" + WORKFLOW_DESCRIPTION: "Daily Claude token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow" + HAS_PATCH: ${{ needs.agent.outputs.has_patch }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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: Install GitHub Copilot CLI + run: ${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh latest + - name: Install AWF binary + run: bash ${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh v0.25.10 + - name: Execute GitHub Copilot CLI + if: always() && steps.detection_guard.outputs.run_detection == 'true' + id: detection_agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 20 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" --env-all --exclude-env COPILOT_GITHUB_TOKEN --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,telemetry.enterprise.githubcopilot.com --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --image-tag 0.25.10 --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/ --disable-builtin-mcps --allow-all-tools --add-dir "${GITHUB_WORKSPACE}" --prompt "$(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: v0.65.5 + 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: Upload threat detection log + if: always() && steps.detection_guard.outputs.run_detection == 'true' + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: detection + path: /tmp/gh-aw/threat-detection/detection.log + if-no-files-found: ignore + - name: Parse and conclude threat detection + id: detection_conclusion + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs'); + await main(); + + pre_activation: + runs-on: ubuntu-slim + outputs: + activated: ${{ steps.check_membership.outputs.is_team_member == 'true' && steps.check_skip_if_match.outputs.skip_check_ok == 'true' }} + matched_command: '' + steps: + - name: Setup Scripts + uses: github/gh-aw-actions/setup@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Check team membership for workflow + id: check_membership + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_REQUIRED_ROLES: "admin,maintainer,write" + with: + github-token: ${{ secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/check_membership.cjs'); + await main(); + - name: Check skip-if-match query + id: check_skip_if_match + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_SKIP_QUERY: "is:issue is:open label:claude-token-optimization" + GH_AW_WORKFLOW_NAME: "Daily Claude Token Optimization Advisor" + GH_AW_SKIP_MAX_MATCHES: "1" + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/check_skip_if_match.cjs'); + await main(); + + safe_outputs: + needs: + - agent + - detection + if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success' + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + timeout-minutes: 15 + env: + GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/claude-token-optimizer" + GH_AW_ENGINE_ID: "copilot" + GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }} + GH_AW_WORKFLOW_ID: "claude-token-optimizer" + GH_AW_WORKFLOW_NAME: "Daily Claude Token Optimization Advisor" + 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@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Download agent output artifact + id: download-agent-output + continue-on-error: true + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: agent + path: /tmp/gh-aw/ + - name: Setup agent output environment variable + id: setup-agent-output-env + if: steps.download-agent-output.outcome == 'success' + run: | + mkdir -p /tmp/gh-aw/ + find "/tmp/gh-aw/" -type f -print + echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT" + - name: Configure GH_HOST for enterprise compatibility + id: ghes-host-config + shell: bash + run: | + # Derive GH_HOST from GITHUB_SERVER_URL so the gh CLI targets the correct + # GitHub instance (GHES/GHEC). On github.com this is a harmless no-op. + GH_HOST="${GITHUB_SERVER_URL#https://}" + GH_HOST="${GH_HOST#http://}" + echo "GH_HOST=${GH_HOST}" >> "$GITHUB_ENV" + - name: Process Safe Outputs + id: process_safe_outputs + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_ALLOWED_DOMAINS: "*.githubusercontent.com,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,codeload.github.com,docs.github.com,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.blog,github.com,github.githubassets.com,host.docker.internal,lfs.github.com,objects.githubusercontent.com,raw.githubusercontent.com,registry.npmjs.org,telemetry.enterprise.githubcopilot.com" + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_API_URL: ${{ github.api_url }} + GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_issue\":{\"close_older_issues\":true,\"labels\":[\"claude-token-optimization\"],\"max\":1,\"title_prefix\":\"⚡ Claude Token Optimization\"},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"}}" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/safe_output_handler_manager.cjs'); + await main(); + - name: Upload Safe Output Items + if: always() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: safe-output-items + path: /tmp/gh-aw/safe-output-items.jsonl + if-no-files-found: ignore + diff --git a/.github/workflows/claude-token-optimizer.md b/.github/workflows/claude-token-optimizer.md new file mode 100644 index 00000000..cd4b8c1d --- /dev/null +++ b/.github/workflows/claude-token-optimizer.md @@ -0,0 +1,242 @@ +--- +description: Daily Claude token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow +on: + schedule: daily + workflow_dispatch: + skip-if-match: + query: 'is:issue is:open label:claude-token-optimization' + max: 1 +permissions: + contents: read + actions: read + issues: read + pull-requests: read +network: + allowed: + - github +tools: + github: + toolsets: [default, actions] + bash: true +safe-outputs: + create-issue: + title-prefix: "⚡ Claude Token Optimization" + labels: [claude-token-optimization] + close-older-issues: true +timeout-minutes: 10 +strict: true +--- + +# Daily Claude Token Optimization Advisor + +You are an AI agent that reads the latest Claude token usage report and produces **concrete, actionable optimization recommendations** for the most token-intensive Claude-engine workflow. + +## Step 1: Find the Latest Token Usage Report + +Search for the most recent Claude token usage report issue: + +```bash +gh issue list --repo "$GITHUB_REPOSITORY" \ + --label claude-token-usage-report \ + --state all --limit 1 \ + --json number,title,body,createdAt,url +``` + +If no report exists, create a brief issue stating that no token usage report was found and that the `claude-token-usage-analyzer` workflow should run first. Then stop. + +Read the full issue body to extract per-workflow statistics. + +## Step 2: Identify the Most Token-Intensive Workflow + +From the report's **Workflow Summary** table, identify the workflow with: +1. Highest estimated cost (primary sort) +2. Highest total token count (tiebreaker) + +Extract these key metrics for the target workflow: +- Total tokens per run +- Cache hit rate (read and write separately — Anthropic exposes both) +- Cache write rate +- Input/output ratio +- Number of LLM turns (request count) +- Model(s) used +- Estimated cost per run + +## Step 3: Analyze the Workflow Definition + +Read the workflow's `.md` source file to understand its configuration: + +```bash +cat ".github/workflows/.md" +``` + +Analyze: +- **Tools loaded** — List all tools in the `tools:` section. Flag any that may not be needed. +- **Network groups** — List network groups in `network.allowed:`. Flag unused ones. +- **Prompt length** — Estimate the markdown body size. Is it verbose? +- **Pre-agent steps** — Does it use `steps:` to pre-compute deterministic work? +- **Post-agent steps** — Does it use `post-steps:` for validation? + +## Step 4: Analyze Recent Run Artifacts + +Download the most recent successful run's artifacts to understand actual tool usage: + +```bash +# Find the latest successful run +RUN_ID=$(gh run list --repo "$GITHUB_REPOSITORY" \ + --workflow ".lock.yml" \ + --status success --limit 1 \ + --json databaseId --jq '.[0].databaseId') + +# Download artifacts +TMPDIR=$(mktemp -d) +gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ + --name agent-artifacts --dir "$TMPDIR" 2>/dev/null || \ +gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ + --name agent --dir "$TMPDIR" 2>/dev/null + +# Check token usage +find "$TMPDIR" -name "token-usage.jsonl" -exec cat {} \; + +# Check agent stdio log for tool calls +find "$TMPDIR" -name "agent-stdio.log" -exec grep "^●" {} \; + +# Check prompt size +find "$TMPDIR" -name "prompt.txt" -exec wc -c {} \; +``` + +From the artifacts, determine: +- **Which tools were actually called** vs which are loaded +- **How many LLM turns** were used +- **Per-turn token breakdown** (first turn is usually the most expensive) +- **Cache write vs cache read ratio** — Anthropic charges 12.5x more for cache writes than reads +- **Whether cache writes are amortized** — Are they reused across subsequent turns? + +Clean up: `rm -rf "$TMPDIR"` + +## Step 5: Generate Optimization Recommendations + +Produce **specific, implementable recommendations** based on these patterns: + +### Tool Surface Reduction +If many tools are loaded but few are used: +- List which tools to remove from `tools:` in the workflow `.md` +- Estimate token savings (each tool schema is ~500-700 tokens) +- Example: "Remove `agentic-workflows:`, `web-fetch:` — saves ~15K tokens/turn" + +### Pre-Agent Steps +If the workflow does deterministic work (API calls, file creation, data fetching) inside the agent: +- Identify which operations could move to `steps:` (pre-agent) +- Show example `steps:` configuration +- Example: "Move `gh pr list` to a pre-step, inject results via `${{ steps.X.outputs.Y }}`" + +### Prompt Optimization +If the prompt is verbose or contains data the agent doesn't need: +- Suggest specific cuts or rewrites +- Example: "Replace 15-line test instructions with 3-line summary referencing pre-computed results" + +### GitHub Toolset Restriction +If `github:` tools are loaded without `toolsets:` restriction: +- Suggest `toolsets: [repos, pull_requests]` or similar based on actual usage +- Default loads ~22 tools; restricting to used toolsets saves ~10K tokens + +### Network Group Trimming +If unused network groups are configured (e.g., `node`, `playwright`): +- List which to remove + +### Cache Write Optimization (Anthropic-Specific) +Anthropic charges significantly more for cache writes than reads: +- Cache write: $3.75/M tokens (Sonnet), cache read: $0.30/M tokens +- If cache writes are high but not reused across turns, the caching cost may exceed the benefit +- Check if `cache_write_tokens` from Turn 1 are reflected as `cache_read_tokens` in Turn 2+ +- If prompts change substantially between turns, caching provides no benefit + +### Cache Read Optimization +If cache hit rate is low (<50%): +- Check if prompts vary between runs (run-specific IDs, timestamps) +- Suggest moving variable content to the end of prompts (prefix caching) +- Note: Anthropic cache TTL is ~5 minutes for automatic caching + +## Step 6: Create the Optimization Issue + +Create an issue with title: `YYYY-MM-DD — ` + +Body structure: + +```markdown +## Target Workflow: `` + +**Source report:** # +**Estimated cost per run:** $X.XX +**Total tokens per run:** ~NK +**Cache read rate:** X% +**Cache write rate:** X% +**LLM turns:** N + +## Current Configuration + +| Setting | Value | +|---------|-------| +| Tools loaded | N (list) | +| Tools actually used | N (list) | +| Network groups | list | +| Pre-agent steps | Yes/No | +| Prompt size | N chars | + +## Recommendations + +### 1. [Highest impact recommendation] + +**Estimated savings:** ~NK tokens/run (~X%) + +[Specific implementation details with code snippets] + +### 2. [Second recommendation] + +**Estimated savings:** ~NK tokens/run (~X%) + +[Specific implementation details] + +### 3. [Third recommendation] + +... + +## Cache Analysis (Anthropic-Specific) + +| Turn | Input | Output | Cache Read | Cache Write | Net New | +|------|------:|-------:|-----------:|------------:|--------:| +| 1 | NK | NK | NK | NK | NK | +| 2 | NK | NK | NK | NK | NK | +| ... | | | | | | + +**Cache write amortization:** Are Turn 1 cache writes reused in Turn 2+? +**Cache cost vs benefit:** Is the write cost justified by read savings? + +## Expected Impact + +| Metric | Current | Projected | Savings | +|--------|---------|-----------|---------| +| Total tokens/run | NK | NK | -X% | +| Cost/run | $X.XX | $X.XX | -X% | +| LLM turns | N | N | -N | +| Session time | Xs | Xs (est.) | -X% | + +## Implementation Checklist + +- [ ] [First change to make] +- [ ] [Second change to make] +- [ ] Recompile: `gh aw compile .github/workflows/.md` +- [ ] Post-process: `npx tsx scripts/ci/postprocess-smoke-workflows.ts` +- [ ] Verify CI passes on PR +- [ ] Compare token usage on new run vs baseline +``` + +## Important Guidelines + +- **Be concrete** — Every recommendation must include specific file changes, not just "reduce tools" +- **Estimate savings** — Quantify each recommendation in tokens and percentage +- **Prioritize by impact** — Order recommendations from highest to lowest token savings +- **Include implementation steps** — Someone should be able to follow your recommendations without additional research +- **Reference the report** — Link back to the source token usage report issue +- **One workflow per issue** — Focus on the single most expensive workflow +- **Anthropic-specific insights** — Leverage cache write data that Copilot workflows don't expose +- **Clean up** temporary files after analysis diff --git a/.github/workflows/copilot-token-optimizer.lock.yml b/.github/workflows/copilot-token-optimizer.lock.yml new file mode 100644 index 00000000..ac541752 --- /dev/null +++ b/.github/workflows/copilot-token-optimizer.lock.yml @@ -0,0 +1,1115 @@ +# ___ _ _ +# / _ \ | | (_) +# | |_| | __ _ ___ _ __ | |_ _ ___ +# | _ |/ _` |/ _ \ '_ \| __| |/ __| +# | | | | (_| | __/ | | | |_| | (__ +# \_| |_/\__, |\___|_| |_|\__|_|\___| +# __/ | +# _ _ |___/ +# | | | | / _| | +# | | | | ___ _ __ _ __| |_| | _____ ____ +# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___| +# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \ +# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/ +# +# This file was automatically generated by gh-aw (v0.65.5). 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 Copilot token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow +# +# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"bd18b4b5ae5e9c65d2a96a8a5999e8dcfaae9f50f561596cb2277cad266bc66c","compiler_version":"v0.65.5","strict":true,"agent_id":"copilot"} + +name: "Daily Copilot Token Optimization Advisor" +"on": + schedule: + - cron: "38 11 * * *" + # Friendly format: daily (scattered) + # skip-if-match: # Skip-if-match processed as search check in pre-activation job + # max: 1 + # query: is:issue is:open label:copilot-token-optimization + workflow_dispatch: + inputs: + aw_context: + default: "" + description: Agent caller context (used internally by Agentic Workflows). + required: false + type: string + +permissions: {} + +concurrency: + group: "gh-aw-${{ github.workflow }}" + +run-name: "Daily Copilot Token Optimization Advisor" + +jobs: + activation: + needs: pre_activation + if: needs.pre_activation.outputs.activated == 'true' + runs-on: ubuntu-slim + permissions: + contents: read + outputs: + comment_id: "" + comment_repo: "" + lockdown_check_failed: ${{ steps.generate_aw_info.outputs.lockdown_check_failed == 'true' }} + 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@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/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: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || 'auto' }} + GH_AW_INFO_VERSION: "latest" + GH_AW_INFO_AGENT_VERSION: "latest" + GH_AW_INFO_CLI_VERSION: "v0.65.5" + GH_AW_INFO_WORKFLOW_NAME: "Daily Copilot Token Optimization Advisor" + GH_AW_INFO_EXPERIMENTAL: "false" + GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true" + GH_AW_INFO_STAGED: "false" + GH_AW_INFO_ALLOWED_DOMAINS: '["github"]' + GH_AW_INFO_FIREWALL_ENABLED: "true" + GH_AW_INFO_AWF_VERSION: "v0.25.10" + GH_AW_INFO_AWMG_VERSION: "" + GH_AW_INFO_FIREWALL_TYPE: "squid" + GH_AW_COMPILED_STRICT: "true" + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_aw_info.cjs'); + await main(core, context); + - name: Validate COPILOT_GITHUB_TOKEN secret + id: validate-secret + run: ${RUNNER_TEMP}/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: ${{ secrets.COPILOT_GITHUB_TOKEN }} + - name: Checkout .github and .agents folders + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + sparse-checkout: | + .github + .agents + sparse-checkout-cone-mode: true + fetch-depth: 1 + - name: Check workflow file timestamps + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_WORKFLOW_FILE: "copilot-token-optimizer.lock.yml" + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/check_workflow_timestamp_api.cjs'); + await main(); + - name: Check compile-agentic version + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_COMPILED_VERSION: "v0.65.5" + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/check_version_updates.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: ${{ runner.temp }}/gh-aw/safeoutputs/outputs.jsonl + 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 }} + GH_AW_STEPS_X_OUTPUTS_Y: ${{ steps.X.outputs.Y }} + # poutine:ignore untrusted_checkout_exec + run: | + bash ${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh + { + cat << 'GH_AW_PROMPT_a4ff8af59a59e78d_EOF' + + GH_AW_PROMPT_a4ff8af59a59e78d_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md" + cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md" + cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md" + cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md" + cat << 'GH_AW_PROMPT_a4ff8af59a59e78d_EOF' + + Tools: create_issue, missing_tool, missing_data, noop + + + The following GitHub context information is available for this workflow: + {{#if __GH_AW_GITHUB_ACTOR__ }} + - **actor**: __GH_AW_GITHUB_ACTOR__ + {{/if}} + {{#if __GH_AW_GITHUB_REPOSITORY__ }} + - **repository**: __GH_AW_GITHUB_REPOSITORY__ + {{/if}} + {{#if __GH_AW_GITHUB_WORKSPACE__ }} + - **workspace**: __GH_AW_GITHUB_WORKSPACE__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }} + - **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }} + - **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }} + - **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }} + - **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__ + {{/if}} + {{#if __GH_AW_GITHUB_RUN_ID__ }} + - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__ + {{/if}} + + + GH_AW_PROMPT_a4ff8af59a59e78d_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md" + cat << 'GH_AW_PROMPT_a4ff8af59a59e78d_EOF' + + {{#runtime-import .github/workflows/copilot-token-optimizer.md}} + GH_AW_PROMPT_a4ff8af59a59e78d_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_STEPS_X_OUTPUTS_Y: ${{ steps.X.outputs.Y }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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_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 }} + GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: ${{ needs.pre_activation.outputs.activated }} + GH_AW_STEPS_X_OUTPUTS_Y: ${{ steps.X.outputs.Y }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + + const substitutePlaceholders = require('${{ runner.temp }}/gh-aw/actions/substitute_placeholders.cjs'); + + // Call the substitution function + return await substitutePlaceholders({ + file: process.env.GH_AW_PROMPT, + substitutions: { + 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, + GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED, + GH_AW_STEPS_X_OUTPUTS_Y: process.env.GH_AW_STEPS_X_OUTPUTS_Y + } + }); + - name: Validate prompt placeholders + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + # poutine:ignore untrusted_checkout_exec + run: bash ${RUNNER_TEMP}/gh-aw/actions/validate_prompt_placeholders.sh + - name: Print prompt + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + # poutine:ignore untrusted_checkout_exec + run: bash ${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh + - name: Upload activation artifact + if: success() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: activation + path: | + /tmp/gh-aw/aw_info.json + /tmp/gh-aw/aw-prompts/prompt.txt + retention-days: 1 + + agent: + needs: activation + runs-on: ubuntu-latest + permissions: + actions: read + contents: read + issues: read + pull-requests: read + concurrency: + group: "gh-aw-copilot-${{ 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_WORKFLOW_ID_SANITIZED: copilottokenoptimizer + outputs: + checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }} + 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@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Set runtime paths + id: set-runtime-paths + run: | + echo "GH_AW_SAFE_OUTPUTS=${RUNNER_TEMP}/gh-aw/safeoutputs/outputs.jsonl" >> "$GITHUB_OUTPUT" + echo "GH_AW_SAFE_OUTPUTS_CONFIG_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/config.json" >> "$GITHUB_OUTPUT" + echo "GH_AW_SAFE_OUTPUTS_TOOLS_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/tools.json" >> "$GITHUB_OUTPUT" + - name: Checkout repository + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + - name: Create gh-aw temp directory + run: bash ${RUNNER_TEMP}/gh-aw/actions/create_gh_aw_tmp_dir.sh + - name: Configure gh CLI for GitHub Enterprise + run: bash ${RUNNER_TEMP}/gh-aw/actions/configure_gh_for_ghe.sh + env: + GH_TOKEN: ${{ github.token }} + - 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: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/checkout_pr_branch.cjs'); + await main(); + - name: Install GitHub Copilot CLI + run: ${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh latest + - name: Install AWF binary + run: bash ${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh v0.25.10 + - 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: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }} + with: + script: | + const determineAutomaticLockdown = require('${{ runner.temp }}/gh-aw/actions/determine_automatic_lockdown.cjs'); + await determineAutomaticLockdown(github, context, core); + - name: Download container images + run: bash ${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.25.10 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.10 ghcr.io/github/gh-aw-firewall/squid:0.25.10 ghcr.io/github/gh-aw-mcpg:v0.2.11 ghcr.io/github/github-mcp-server:v0.32.0 node:lts-alpine + - name: Write Safe Outputs Config + run: | + mkdir -p ${RUNNER_TEMP}/gh-aw/safeoutputs + mkdir -p /tmp/gh-aw/safeoutputs + mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_25243fcd72e2d4e8_EOF' + {"create_issue":{"close_older_issues":true,"labels":["copilot-token-optimization"],"max":1,"title_prefix":"⚡ Copilot Token Optimization"},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"}} + GH_AW_SAFE_OUTPUTS_CONFIG_25243fcd72e2d4e8_EOF + - name: Write Safe Outputs Tools + run: | + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_fd78f6c9c0f104d7_EOF' + { + "description_suffixes": { + "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"⚡ Copilot Token Optimization\". Labels [\"copilot-token-optimization\"] will be automatically added." + }, + "repo_params": {}, + "dynamic_tools": [] + } + GH_AW_SAFE_OUTPUTS_TOOLS_META_fd78f6c9c0f104d7_EOF + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_b73edda48af98858_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_b73edda48af98858_EOF + node ${RUNNER_TEMP}/gh-aw/actions/generate_safe_outputs_tools.cjs + - name: Generate Safe Outputs MCP Server Config + id: safe-outputs-config + run: | + # Generate a secure random API key (360 bits of entropy, 40+ chars) + # Mask immediately to prevent timing vulnerabilities + API_KEY=$(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: ${{ runner.temp }}/gh-aw/safeoutputs/tools.json + GH_AW_SAFE_OUTPUTS_CONFIG_PATH: ${{ runner.temp }}/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 ${RUNNER_TEMP}/gh-aw/actions/start_safe_outputs_server.sh + + - name: Start MCP Gateway + id: start-mcp-gateway + env: + GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.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_GUARD_MIN_INTEGRITY: ${{ steps.determine-automatic-lockdown.outputs.min_integrity }} + GITHUB_MCP_GUARD_REPOS: ${{ steps.determine-automatic-lockdown.outputs.repos }} + 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_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -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:v0.2.11' + + mkdir -p /home/runner/.copilot + cat << GH_AW_MCP_CONFIG_357e805f705207d1_EOF | bash ${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.sh + { + "mcpServers": { + "github": { + "type": "stdio", + "container": "ghcr.io/github/github-mcp-server:v0.32.0", + "env": { + "GITHUB_HOST": "\${GITHUB_SERVER_URL}", + "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}", + "GITHUB_READ_ONLY": "1", + "GITHUB_TOOLSETS": "context,repos,issues,pull_requests,actions" + }, + "guard-policies": { + "allow-only": { + "min-integrity": "$GITHUB_MCP_GUARD_MIN_INTEGRITY", + "repos": "$GITHUB_MCP_GUARD_REPOS" + } + } + }, + "safeoutputs": { + "type": "http", + "url": "http://host.docker.internal:$GH_AW_SAFE_OUTPUTS_PORT", + "headers": { + "Authorization": "\${GH_AW_SAFE_OUTPUTS_API_KEY}" + }, + "guard-policies": { + "write-sink": { + "accept": [ + "*" + ] + } + } + } + }, + "gateway": { + "port": $MCP_GATEWAY_PORT, + "domain": "${MCP_GATEWAY_DOMAIN}", + "apiKey": "${MCP_GATEWAY_API_KEY}", + "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}" + } + } + GH_AW_MCP_CONFIG_357e805f705207d1_EOF + - name: Download activation artifact + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: activation + path: /tmp/gh-aw + - name: Clean git credentials + continue-on-error: true + run: bash ${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh + - name: Execute GitHub Copilot CLI + id: agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 10 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" --env-all --exclude-env COPILOT_GITHUB_TOKEN --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_API_KEY --allow-domains '*.githubusercontent.com,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,codeload.github.com,docs.github.com,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.blog,github.com,github.githubassets.com,host.docker.internal,lfs.github.com,objects.githubusercontent.com,raw.githubusercontent.com,registry.npmjs.org,telemetry.enterprise.githubcopilot.com' --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --image-tag 0.25.10 --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/ --disable-builtin-mcps --allow-all-tools --allow-all-paths --add-dir "${GITHUB_WORKSPACE}" --prompt "$(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: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + GH_AW_VERSION: v0.65.5 + 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 ${RUNNER_TEMP}/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: bash ${RUNNER_TEMP}/gh-aw/actions/copy_copilot_session_state.sh + - 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 ${RUNNER_TEMP}/gh-aw/actions/stop_mcp_gateway.sh "$GATEWAY_PID" + - name: Redact secrets in logs + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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 ${RUNNER_TEMP}/gh-aw/actions/append_agent_step_summary.sh + - name: Copy Safe Outputs + if: always() + env: + GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + run: | + mkdir -p /tmp/gh-aw + cp "$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: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + GH_AW_ALLOWED_DOMAINS: "*.githubusercontent.com,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,codeload.github.com,docs.github.com,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.blog,github.com,github.githubassets.com,host.docker.internal,lfs.github.com,objects.githubusercontent.com,raw.githubusercontent.com,registry.npmjs.org,telemetry.enterprise.githubcopilot.com" + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_API_URL: ${{ github.api_url }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/collect_ndjson_output.cjs'); + await main(); + - name: Parse agent logs for step summary + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: /tmp/gh-aw/sandbox/agent/logs/ + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_copilot_log.cjs'); + await main(); + - name: Parse MCP Gateway logs for step summary + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_mcp_gateway_log.cjs'); + await main(); + - name: Print firewall logs + if: always() + continue-on-error: true + env: + AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs + run: | + # Fix permissions on firewall logs so they can be uploaded as artifacts + # AWF runs with sudo, creating files owned by root + sudo chmod -R a+r /tmp/gh-aw/sandbox/firewall/logs 2>/dev/null || true + # Only run awf logs summary if awf command exists (it may not be installed if workflow failed before install step) + if command -v awf &> /dev/null; then + awf logs summary | tee -a "$GITHUB_STEP_SUMMARY" + else + echo 'AWF binary not installed, skipping firewall log summary' + fi + - name: Parse token usage for step summary + if: always() + continue-on-error: true + run: bash ${RUNNER_TEMP}/gh-aw/actions/parse_token_usage.sh + - name: Write agent output placeholder if missing + if: always() + run: | + if [ ! -f /tmp/gh-aw/agent_output.json ]; then + echo '{"items":[]}' > /tmp/gh-aw/agent_output.json + fi + - name: Upload agent artifacts + if: always() + continue-on-error: true + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + 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/agent-stdio.log + /tmp/gh-aw/agent/ + /tmp/gh-aw/safeoutputs.jsonl + /tmp/gh-aw/agent_output.json + /tmp/gh-aw/aw-*.patch + /tmp/gh-aw/aw-*.bundle + if-no-files-found: ignore + - name: Upload firewall audit logs + if: always() + continue-on-error: true + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: firewall-audit-logs + path: | + /tmp/gh-aw/sandbox/firewall/logs/ + /tmp/gh-aw/sandbox/firewall/audit/ + if-no-files-found: ignore + + conclusion: + needs: + - activation + - agent + - detection + - safe_outputs + if: always() && (needs.agent.result != 'skipped' || needs.activation.outputs.lockdown_check_failed == 'true') + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + concurrency: + group: "gh-aw-conclusion-copilot-token-optimizer" + 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@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Download agent output artifact + id: download-agent-output + continue-on-error: true + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: agent + path: /tmp/gh-aw/ + - name: Setup agent output environment variable + id: setup-agent-output-env + if: steps.download-agent-output.outcome == 'success' + run: | + mkdir -p /tmp/gh-aw/ + find "/tmp/gh-aw/" -type f -print + echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT" + - name: Process No-Op Messages + id: noop + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_NOOP_MAX: "1" + GH_AW_WORKFLOW_NAME: "Daily Copilot Token Optimization Advisor" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_MISSING_TOOL_CREATE_ISSUE: "true" + GH_AW_WORKFLOW_NAME: "Daily Copilot Token Optimization Advisor" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/missing_tool.cjs'); + await main(); + - name: Handle Agent Failure + id: handle_agent_failure + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_WORKFLOW_NAME: "Daily Copilot Token Optimization Advisor" + 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: "copilot-token-optimizer" + GH_AW_ENGINE_ID: "copilot" + 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_LOCKDOWN_CHECK_FAILED: ${{ needs.activation.outputs.lockdown_check_failed }} + GH_AW_GROUP_REPORTS: "false" + GH_AW_FAILURE_REPORT_AS_ISSUE: "true" + GH_AW_TIMEOUT_MINUTES: "10" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_WORKFLOW_NAME: "Daily Copilot Token Optimization Advisor" + 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: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/handle_noop_message.cjs'); + await main(); + + detection: + needs: agent + if: > + always() && needs.agent.result != 'skipped' && (needs.agent.outputs.output_types != '' || needs.agent.outputs.has_patch == 'true') + runs-on: ubuntu-latest + permissions: + contents: read + outputs: + detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }} + detection_success: ${{ steps.detection_conclusion.outputs.success }} + steps: + - name: Setup Scripts + uses: github/gh-aw-actions/setup@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Download agent output artifact + id: download-agent-output + continue-on-error: true + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: agent + path: /tmp/gh-aw/ + - name: Setup agent output environment variable + id: setup-agent-output-env + if: steps.download-agent-output.outcome == 'success' + run: | + mkdir -p /tmp/gh-aw/ + find "/tmp/gh-aw/" -type f -print + echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT" + - name: Checkout repository for patch context + if: needs.agent.outputs.has_patch == 'true' + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + # --- Threat Detection --- + - name: Download container images + run: bash ${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.25.10 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.10 ghcr.io/github/gh-aw-firewall/squid:0.25.10 + - name: Check if detection needed + id: detection_guard + if: always() + env: + OUTPUT_TYPES: ${{ needs.agent.outputs.output_types }} + HAS_PATCH: ${{ needs.agent.outputs.has_patch }} + run: | + if [[ -n "$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 + for f in /tmp/gh-aw/aw-*.bundle; 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: "Daily Copilot Token Optimization Advisor" + WORKFLOW_DESCRIPTION: "Daily Copilot token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow" + HAS_PATCH: ${{ needs.agent.outputs.has_patch }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/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: Install GitHub Copilot CLI + run: ${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh latest + - name: Install AWF binary + run: bash ${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh v0.25.10 + - name: Execute GitHub Copilot CLI + if: always() && steps.detection_guard.outputs.run_detection == 'true' + id: detection_agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 20 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" --env-all --exclude-env COPILOT_GITHUB_TOKEN --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,telemetry.enterprise.githubcopilot.com --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --image-tag 0.25.10 --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/ --disable-builtin-mcps --allow-all-tools --add-dir "${GITHUB_WORKSPACE}" --prompt "$(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: v0.65.5 + 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: Upload threat detection log + if: always() && steps.detection_guard.outputs.run_detection == 'true' + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: detection + path: /tmp/gh-aw/threat-detection/detection.log + if-no-files-found: ignore + - name: Parse and conclude threat detection + id: detection_conclusion + if: always() + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }} + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs'); + await main(); + + pre_activation: + runs-on: ubuntu-slim + outputs: + activated: ${{ steps.check_membership.outputs.is_team_member == 'true' && steps.check_skip_if_match.outputs.skip_check_ok == 'true' }} + matched_command: '' + steps: + - name: Setup Scripts + uses: github/gh-aw-actions/setup@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Check team membership for workflow + id: check_membership + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_REQUIRED_ROLES: "admin,maintainer,write" + with: + github-token: ${{ secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/check_membership.cjs'); + await main(); + - name: Check skip-if-match query + id: check_skip_if_match + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_SKIP_QUERY: "is:issue is:open label:copilot-token-optimization" + GH_AW_WORKFLOW_NAME: "Daily Copilot Token Optimization Advisor" + GH_AW_SKIP_MAX_MATCHES: "1" + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/check_skip_if_match.cjs'); + await main(); + + safe_outputs: + needs: + - agent + - detection + if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success' + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + timeout-minutes: 15 + env: + GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/copilot-token-optimizer" + GH_AW_ENGINE_ID: "copilot" + GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }} + GH_AW_WORKFLOW_ID: "copilot-token-optimizer" + GH_AW_WORKFLOW_NAME: "Daily Copilot Token Optimization Advisor" + 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@15b2fa31e9a1b771c9773c162273924d8f5ea516 # v0.65.5 + with: + destination: ${{ runner.temp }}/gh-aw/actions + - name: Download agent output artifact + id: download-agent-output + continue-on-error: true + uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 + with: + name: agent + path: /tmp/gh-aw/ + - name: Setup agent output environment variable + id: setup-agent-output-env + if: steps.download-agent-output.outcome == 'success' + run: | + mkdir -p /tmp/gh-aw/ + find "/tmp/gh-aw/" -type f -print + echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT" + - name: Configure GH_HOST for enterprise compatibility + id: ghes-host-config + shell: bash + run: | + # Derive GH_HOST from GITHUB_SERVER_URL so the gh CLI targets the correct + # GitHub instance (GHES/GHEC). On github.com this is a harmless no-op. + GH_HOST="${GITHUB_SERVER_URL#https://}" + GH_HOST="${GH_HOST#http://}" + echo "GH_HOST=${GH_HOST}" >> "$GITHUB_ENV" + - name: Process Safe Outputs + id: process_safe_outputs + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_ALLOWED_DOMAINS: "*.githubusercontent.com,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,codeload.github.com,docs.github.com,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.blog,github.com,github.githubassets.com,host.docker.internal,lfs.github.com,objects.githubusercontent.com,raw.githubusercontent.com,registry.npmjs.org,telemetry.enterprise.githubcopilot.com" + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_API_URL: ${{ github.api_url }} + GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_issue\":{\"close_older_issues\":true,\"labels\":[\"copilot-token-optimization\"],\"max\":1,\"title_prefix\":\"⚡ Copilot Token Optimization\"},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"}}" + with: + github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/safe_output_handler_manager.cjs'); + await main(); + - name: Upload Safe Output Items + if: always() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: safe-output-items + path: /tmp/gh-aw/safe-output-items.jsonl + if-no-files-found: ignore + diff --git a/.github/workflows/copilot-token-optimizer.md b/.github/workflows/copilot-token-optimizer.md new file mode 100644 index 00000000..d3c2a729 --- /dev/null +++ b/.github/workflows/copilot-token-optimizer.md @@ -0,0 +1,221 @@ +--- +description: Daily Copilot token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow +on: + schedule: daily + workflow_dispatch: + skip-if-match: + query: 'is:issue is:open label:copilot-token-optimization' + max: 1 +permissions: + contents: read + actions: read + issues: read + pull-requests: read +network: + allowed: + - github +tools: + github: + toolsets: [default, actions] + bash: true +safe-outputs: + create-issue: + title-prefix: "⚡ Copilot Token Optimization" + labels: [copilot-token-optimization] + close-older-issues: true +timeout-minutes: 10 +strict: true +--- + +# Daily Copilot Token Optimization Advisor + +You are an AI agent that reads the latest Copilot token usage report and produces **concrete, actionable optimization recommendations** for the most token-intensive workflow. + +## Step 1: Find the Latest Token Usage Report + +Search for the most recent Copilot token usage report issue: + +```bash +gh issue list --repo "$GITHUB_REPOSITORY" \ + --label token-usage-report \ + --state all --limit 1 \ + --json number,title,body,createdAt,url +``` + +If no report exists, create a brief issue stating that no token usage report was found and that the `copilot-token-usage-analyzer` workflow should run first. Then stop. + +Read the full issue body to extract per-workflow statistics. + +## Step 2: Identify the Most Token-Intensive Workflow + +From the report's **Workflow Summary** table, identify the workflow with: +1. Highest estimated cost (primary sort) +2. Highest total token count (tiebreaker) + +Extract these key metrics for the target workflow: +- Total tokens per run +- Cache hit rate +- Input/output ratio +- Number of LLM turns (request count) +- Model(s) used +- Estimated cost per run + +## Step 3: Analyze the Workflow Definition + +Read the workflow's `.md` source file to understand its configuration: + +```bash +cat ".github/workflows/.md" +``` + +Analyze: +- **Tools loaded** — List all tools in the `tools:` section. Flag any that may not be needed. +- **Network groups** — List network groups in `network.allowed:`. Flag unused ones. +- **Prompt length** — Estimate the markdown body size. Is it verbose? +- **Pre-agent steps** — Does it use `steps:` to pre-compute deterministic work? +- **Post-agent steps** — Does it use `post-steps:` for validation? + +## Step 4: Analyze Recent Run Artifacts + +Download the most recent successful run's artifacts to understand actual tool usage: + +```bash +# Find the latest successful run +RUN_ID=$(gh run list --repo "$GITHUB_REPOSITORY" \ + --workflow ".lock.yml" \ + --status success --limit 1 \ + --json databaseId --jq '.[0].databaseId') + +# Download artifacts +TMPDIR=$(mktemp -d) +gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ + --name agent-artifacts --dir "$TMPDIR" 2>/dev/null || \ +gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ + --name agent --dir "$TMPDIR" 2>/dev/null + +# Check token usage +find "$TMPDIR" -name "token-usage.jsonl" -exec cat {} \; + +# Check agent stdio log for tool calls +find "$TMPDIR" -name "agent-stdio.log" -exec grep "^●" {} \; + +# Check prompt size +find "$TMPDIR" -name "prompt.txt" -exec wc -c {} \; +``` + +From the artifacts, determine: +- **Which tools were actually called** vs which are loaded +- **How many LLM turns** were used +- **Per-turn token breakdown** (first turn is usually the most expensive) +- **Whether there's a "tool probing" pattern** (Turn 1 calls every tool once) + +Clean up: `rm -rf "$TMPDIR"` + +## Step 5: Generate Optimization Recommendations + +Produce **specific, implementable recommendations** based on these patterns: + +### Tool Surface Reduction +If many tools are loaded but few are used: +- List which tools to remove from `tools:` in the workflow `.md` +- Estimate token savings (each tool schema is ~500-700 tokens) +- Example: "Remove `playwright:`, `web-fetch:`, `edit:` — saves ~30K tokens/turn" + +### Pre-Agent Steps +If the workflow does deterministic work (API calls, file creation, data fetching) inside the agent: +- Identify which operations could move to `steps:` (pre-agent) +- Show example `steps:` configuration +- Example: "Move `gh pr list` to a pre-step, inject results via `${{ steps.X.outputs.Y }}`" + +### Prompt Optimization +If the prompt is verbose or contains data the agent doesn't need: +- Suggest specific cuts or rewrites +- Example: "Replace 15-line test instructions with 3-line summary referencing pre-computed results" + +### GitHub Toolset Restriction +If `github:` tools are loaded without `toolsets:` restriction: +- Suggest `toolsets: [repos, pull_requests]` or similar based on actual usage +- Default loads ~22 tools; restricting to used toolsets saves ~10K tokens + +### Network Group Trimming +If unused network groups are configured (e.g., `node`, `playwright`): +- List which to remove +- These don't directly affect tokens but indicate unnecessary tool/domain overhead + +### Cache Optimization +If cache hit rate is low (<50%): +- Check if prompts vary between runs (run-specific IDs, timestamps) +- Suggest moving variable content to the end of prompts (prefix caching) +- Note: cache TTL is ~5 minutes, so sequential runs within a window benefit + +## Step 6: Create the Optimization Issue + +Create an issue with title: `YYYY-MM-DD — ` + +Body structure: + +```markdown +## Target Workflow: `` + +**Source report:** # +**Estimated cost per run:** $X.XX +**Total tokens per run:** ~NK +**Cache hit rate:** X% +**LLM turns:** N + +## Current Configuration + +| Setting | Value | +|---------|-------| +| Tools loaded | N (list) | +| Tools actually used | N (list) | +| Network groups | list | +| Pre-agent steps | Yes/No | +| Prompt size | N chars | + +## Recommendations + +### 1. [Highest impact recommendation] + +**Estimated savings:** ~NK tokens/run (~X%) + +[Specific implementation details with code snippets] + +### 2. [Second recommendation] + +**Estimated savings:** ~NK tokens/run (~X%) + +[Specific implementation details] + +### 3. [Third recommendation] + +... + +## Expected Impact + +| Metric | Current | Projected | Savings | +|--------|---------|-----------|---------| +| Total tokens/run | NK | NK | -X% | +| Cost/run | $X.XX | $X.XX | -X% | +| LLM turns | N | N | -N | +| Session time | Xs | Xs (est.) | -X% | + +## Implementation Checklist + +- [ ] [First change to make] +- [ ] [Second change to make] +- [ ] Recompile: `gh aw compile .github/workflows/.md` +- [ ] Post-process: `npx tsx scripts/ci/postprocess-smoke-workflows.ts` +- [ ] Verify CI passes on PR +- [ ] Compare token usage on new run vs baseline +``` + +## Important Guidelines + +- **Be concrete** — Every recommendation must include specific file changes, not just "reduce tools" +- **Estimate savings** — Quantify each recommendation in tokens and percentage +- **Prioritize by impact** — Order recommendations from highest to lowest token savings +- **Include implementation steps** — Someone should be able to follow your recommendations without additional research +- **Reference the report** — Link back to the source token usage report issue +- **One workflow per issue** — Focus on the single most expensive workflow +- **Clean up** temporary files after analysis From f4056d4ee72d01d4a5db5d2e9ef04795d7f8b62c Mon Sep 17 00:00:00 2001 From: Landon Cox Date: Thu, 2 Apr 2026 11:58:31 -0700 Subject: [PATCH 2/2] fix: address PR review feedback for token optimizer workflows - Replace schedule: daily with workflow_run trigger (runs after analyzer completes, not before) - Add branches: [main] restriction for security - Fix no-report path to avoid creating blocking labeled issues (prevents skip-if-match from permanently blocking future runs) - Add workflow name resolution from display names to file paths (handles mismatch between report display names and file stems) - Add || true to grep commands to prevent false failures on no matches - Use -h flag on grep for cleaner multi-file output Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --- .../workflows/claude-token-optimizer.lock.yml | 46 +++++++++------ .github/workflows/claude-token-optimizer.md | 58 ++++++++++++------- .../copilot-token-optimizer.lock.yml | 46 +++++++++------ .github/workflows/copilot-token-optimizer.md | 58 ++++++++++++------- 4 files changed, 128 insertions(+), 80 deletions(-) diff --git a/.github/workflows/claude-token-optimizer.lock.yml b/.github/workflows/claude-token-optimizer.lock.yml index 5b5213c8..036da6a5 100644 --- a/.github/workflows/claude-token-optimizer.lock.yml +++ b/.github/workflows/claude-token-optimizer.lock.yml @@ -22,13 +22,10 @@ # # Daily Claude token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow # -# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"cd8fe0a9a835750d4f7cdfa935d1208838b7e3f24342aaaa5fa72d85d628a61f","compiler_version":"v0.65.5","strict":true,"agent_id":"copilot"} +# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"25ef9aa68f70272b23b0f780d7ec8a7e982a15cf11f5312ccf1c875275619a43","compiler_version":"v0.65.5","strict":true,"agent_id":"copilot"} name: "Daily Claude Token Optimization Advisor" "on": - schedule: - - cron: "33 12 * * *" - # Friendly format: daily (scattered) # skip-if-match: # Skip-if-match processed as search check in pre-activation job # max: 1 # query: is:issue is:open label:claude-token-optimization @@ -39,6 +36,14 @@ name: "Daily Claude Token Optimization Advisor" description: Agent caller context (used internally by Agentic Workflows). required: false type: string + workflow_run: + # zizmor: ignore[dangerous-triggers] - workflow_run trigger is secured with role and fork validation + branches: + - main + types: + - completed + workflows: + - Daily Claude Token Usage Analyzer permissions: {} @@ -50,7 +55,10 @@ run-name: "Daily Claude Token Optimization Advisor" jobs: activation: needs: pre_activation - if: needs.pre_activation.outputs.activated == 'true' + # zizmor: ignore[dangerous-triggers] - workflow_run trigger is secured with role and fork validation + if: > + (needs.pre_activation.outputs.activated == 'true') && (github.event_name != 'workflow_run' || github.event.workflow_run.repository.id == github.repository_id && + (!(github.event.workflow_run.repository.fork))) runs-on: ubuntu-slim permissions: contents: read @@ -142,14 +150,14 @@ jobs: run: | bash ${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh { - cat << 'GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF' + cat << 'GH_AW_PROMPT_c020825fa23291cb_EOF' - GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF + GH_AW_PROMPT_c020825fa23291cb_EOF cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md" cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md" cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md" cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md" - cat << 'GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF' + cat << 'GH_AW_PROMPT_c020825fa23291cb_EOF' Tools: create_issue, missing_tool, missing_data, noop @@ -181,12 +189,12 @@ jobs: {{/if}} - GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF + GH_AW_PROMPT_c020825fa23291cb_EOF cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md" - cat << 'GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF' + cat << 'GH_AW_PROMPT_c020825fa23291cb_EOF' {{#runtime-import .github/workflows/claude-token-optimizer.md}} - GH_AW_PROMPT_ee6dcc230bd1a3ef_EOF + GH_AW_PROMPT_c020825fa23291cb_EOF } > "$GH_AW_PROMPT" - name: Interpolate variables and render templates uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 @@ -348,12 +356,12 @@ jobs: mkdir -p ${RUNNER_TEMP}/gh-aw/safeoutputs mkdir -p /tmp/gh-aw/safeoutputs mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs - cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_dd5f18e55ccb0929_EOF' + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_6189d385a13beb27_EOF' {"create_issue":{"close_older_issues":true,"labels":["claude-token-optimization"],"max":1,"title_prefix":"⚡ Claude Token Optimization"},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"}} - GH_AW_SAFE_OUTPUTS_CONFIG_dd5f18e55ccb0929_EOF + GH_AW_SAFE_OUTPUTS_CONFIG_6189d385a13beb27_EOF - name: Write Safe Outputs Tools run: | - cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_7519ee90e051d0bc_EOF' + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_fab4cda98bf553c9_EOF' { "description_suffixes": { "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"⚡ Claude Token Optimization\". Labels [\"claude-token-optimization\"] will be automatically added." @@ -361,8 +369,8 @@ jobs: "repo_params": {}, "dynamic_tools": [] } - GH_AW_SAFE_OUTPUTS_TOOLS_META_7519ee90e051d0bc_EOF - cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_9920901f7260ad8b_EOF' + GH_AW_SAFE_OUTPUTS_TOOLS_META_fab4cda98bf553c9_EOF + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_169aba50fd2aa95a_EOF' { "create_issue": { "defaultMax": 1, @@ -455,7 +463,7 @@ jobs: } } } - GH_AW_SAFE_OUTPUTS_VALIDATION_9920901f7260ad8b_EOF + GH_AW_SAFE_OUTPUTS_VALIDATION_169aba50fd2aa95a_EOF node ${RUNNER_TEMP}/gh-aw/actions/generate_safe_outputs_tools.cjs - name: Generate Safe Outputs MCP Server Config id: safe-outputs-config @@ -523,7 +531,7 @@ jobs: export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host -v /var/run/docker.sock:/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.2.11' mkdir -p /home/runner/.copilot - cat << GH_AW_MCP_CONFIG_65363ad3d64cef78_EOF | bash ${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.sh + cat << GH_AW_MCP_CONFIG_0245fd0fb89bc5e8_EOF | bash ${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.sh { "mcpServers": { "github": { @@ -564,7 +572,7 @@ jobs: "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}" } } - GH_AW_MCP_CONFIG_65363ad3d64cef78_EOF + GH_AW_MCP_CONFIG_0245fd0fb89bc5e8_EOF - name: Download activation artifact uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 with: diff --git a/.github/workflows/claude-token-optimizer.md b/.github/workflows/claude-token-optimizer.md index cd4b8c1d..c50b4a1c 100644 --- a/.github/workflows/claude-token-optimizer.md +++ b/.github/workflows/claude-token-optimizer.md @@ -1,7 +1,10 @@ --- description: Daily Claude token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow on: - schedule: daily + workflow_run: + workflows: ["Daily Claude Token Usage Analyzer"] + types: [completed] + branches: [main] workflow_dispatch: skip-if-match: query: 'is:issue is:open label:claude-token-optimization' @@ -42,7 +45,7 @@ gh issue list --repo "$GITHUB_REPOSITORY" \ --json number,title,body,createdAt,url ``` -If no report exists, create a brief issue stating that no token usage report was found and that the `claude-token-usage-analyzer` workflow should run first. Then stop. +If no report exists, do **not** create an issue. Simply log a message noting that no token usage report was found and that the `claude-token-usage-analyzer` workflow should run first. Then stop without calling any safe-output tools. Read the full issue body to extract per-workflow statistics. @@ -63,10 +66,18 @@ Extract these key metrics for the target workflow: ## Step 3: Analyze the Workflow Definition -Read the workflow's `.md` source file to understand its configuration: +Resolve the workflow file name from the display name in the report. The report table uses display names (e.g., "Smoke Claude") but the files use kebab-case (e.g., `smoke-claude.md`). Map the name by searching for a matching `name:` field: ```bash -cat ".github/workflows/.md" +# Find workflow file by display name +DISPLAY_NAME="Smoke Claude" # from report +WORKFLOW_FILE=$(grep -rl "^name: ${DISPLAY_NAME}$" .github/workflows/*.md 2>/dev/null | head -1) +# Fallback: try kebab-case conversion +if [ -z "$WORKFLOW_FILE" ]; then + KEBAB=$(echo "$DISPLAY_NAME" | tr '[:upper:]' '[:lower:]' | tr ' ' '-') + WORKFLOW_FILE=".github/workflows/${KEBAB}.md" +fi +cat "$WORKFLOW_FILE" ``` Analyze: @@ -81,27 +92,32 @@ Analyze: Download the most recent successful run's artifacts to understand actual tool usage: ```bash -# Find the latest successful run +# Find the latest successful run using the resolved workflow file +LOCK_FILE="$(basename "$WORKFLOW_FILE" .md).lock.yml" RUN_ID=$(gh run list --repo "$GITHUB_REPOSITORY" \ - --workflow ".lock.yml" \ + --workflow "$LOCK_FILE" \ --status success --limit 1 \ --json databaseId --jq '.[0].databaseId') -# Download artifacts -TMPDIR=$(mktemp -d) -gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ - --name agent-artifacts --dir "$TMPDIR" 2>/dev/null || \ -gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ - --name agent --dir "$TMPDIR" 2>/dev/null - -# Check token usage -find "$TMPDIR" -name "token-usage.jsonl" -exec cat {} \; - -# Check agent stdio log for tool calls -find "$TMPDIR" -name "agent-stdio.log" -exec grep "^●" {} \; - -# Check prompt size -find "$TMPDIR" -name "prompt.txt" -exec wc -c {} \; +if [ -z "$RUN_ID" ] || [ "$RUN_ID" = "null" ]; then + echo "No successful runs found for $LOCK_FILE — skipping artifact analysis" +else + # Download artifacts + TMPDIR=$(mktemp -d) + gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ + --name agent-artifacts --dir "$TMPDIR" 2>/dev/null || \ + gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ + --name agent --dir "$TMPDIR" 2>/dev/null + + # Check token usage + find "$TMPDIR" -name "token-usage.jsonl" -exec cat {} \; + + # Check agent stdio log for tool calls (|| true to handle no matches) + find "$TMPDIR" -name "agent-stdio.log" -exec grep -h "^●" {} \; || true + + # Check prompt size + find "$TMPDIR" -name "prompt.txt" -exec wc -c {} \; +fi ``` From the artifacts, determine: diff --git a/.github/workflows/copilot-token-optimizer.lock.yml b/.github/workflows/copilot-token-optimizer.lock.yml index ac541752..1c95382f 100644 --- a/.github/workflows/copilot-token-optimizer.lock.yml +++ b/.github/workflows/copilot-token-optimizer.lock.yml @@ -22,13 +22,10 @@ # # Daily Copilot token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow # -# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"bd18b4b5ae5e9c65d2a96a8a5999e8dcfaae9f50f561596cb2277cad266bc66c","compiler_version":"v0.65.5","strict":true,"agent_id":"copilot"} +# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"07ab79c2261e86a524d123719639ace4840309660b54947929cd4889518842ab","compiler_version":"v0.65.5","strict":true,"agent_id":"copilot"} name: "Daily Copilot Token Optimization Advisor" "on": - schedule: - - cron: "38 11 * * *" - # Friendly format: daily (scattered) # skip-if-match: # Skip-if-match processed as search check in pre-activation job # max: 1 # query: is:issue is:open label:copilot-token-optimization @@ -39,6 +36,14 @@ name: "Daily Copilot Token Optimization Advisor" description: Agent caller context (used internally by Agentic Workflows). required: false type: string + workflow_run: + # zizmor: ignore[dangerous-triggers] - workflow_run trigger is secured with role and fork validation + branches: + - main + types: + - completed + workflows: + - Daily Copilot Token Usage Analyzer permissions: {} @@ -50,7 +55,10 @@ run-name: "Daily Copilot Token Optimization Advisor" jobs: activation: needs: pre_activation - if: needs.pre_activation.outputs.activated == 'true' + # zizmor: ignore[dangerous-triggers] - workflow_run trigger is secured with role and fork validation + if: > + (needs.pre_activation.outputs.activated == 'true') && (github.event_name != 'workflow_run' || github.event.workflow_run.repository.id == github.repository_id && + (!(github.event.workflow_run.repository.fork))) runs-on: ubuntu-slim permissions: contents: read @@ -142,14 +150,14 @@ jobs: run: | bash ${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh { - cat << 'GH_AW_PROMPT_a4ff8af59a59e78d_EOF' + cat << 'GH_AW_PROMPT_9f92f479cd9fd538_EOF' - GH_AW_PROMPT_a4ff8af59a59e78d_EOF + GH_AW_PROMPT_9f92f479cd9fd538_EOF cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md" cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md" cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md" cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md" - cat << 'GH_AW_PROMPT_a4ff8af59a59e78d_EOF' + cat << 'GH_AW_PROMPT_9f92f479cd9fd538_EOF' Tools: create_issue, missing_tool, missing_data, noop @@ -181,12 +189,12 @@ jobs: {{/if}} - GH_AW_PROMPT_a4ff8af59a59e78d_EOF + GH_AW_PROMPT_9f92f479cd9fd538_EOF cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md" - cat << 'GH_AW_PROMPT_a4ff8af59a59e78d_EOF' + cat << 'GH_AW_PROMPT_9f92f479cd9fd538_EOF' {{#runtime-import .github/workflows/copilot-token-optimizer.md}} - GH_AW_PROMPT_a4ff8af59a59e78d_EOF + GH_AW_PROMPT_9f92f479cd9fd538_EOF } > "$GH_AW_PROMPT" - name: Interpolate variables and render templates uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 @@ -348,12 +356,12 @@ jobs: mkdir -p ${RUNNER_TEMP}/gh-aw/safeoutputs mkdir -p /tmp/gh-aw/safeoutputs mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs - cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_25243fcd72e2d4e8_EOF' + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_5dcbacbe421377bf_EOF' {"create_issue":{"close_older_issues":true,"labels":["copilot-token-optimization"],"max":1,"title_prefix":"⚡ Copilot Token Optimization"},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"}} - GH_AW_SAFE_OUTPUTS_CONFIG_25243fcd72e2d4e8_EOF + GH_AW_SAFE_OUTPUTS_CONFIG_5dcbacbe421377bf_EOF - name: Write Safe Outputs Tools run: | - cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_fd78f6c9c0f104d7_EOF' + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_b24345e64aa9bc31_EOF' { "description_suffixes": { "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"⚡ Copilot Token Optimization\". Labels [\"copilot-token-optimization\"] will be automatically added." @@ -361,8 +369,8 @@ jobs: "repo_params": {}, "dynamic_tools": [] } - GH_AW_SAFE_OUTPUTS_TOOLS_META_fd78f6c9c0f104d7_EOF - cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_b73edda48af98858_EOF' + GH_AW_SAFE_OUTPUTS_TOOLS_META_b24345e64aa9bc31_EOF + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_bc6862713607e58d_EOF' { "create_issue": { "defaultMax": 1, @@ -455,7 +463,7 @@ jobs: } } } - GH_AW_SAFE_OUTPUTS_VALIDATION_b73edda48af98858_EOF + GH_AW_SAFE_OUTPUTS_VALIDATION_bc6862713607e58d_EOF node ${RUNNER_TEMP}/gh-aw/actions/generate_safe_outputs_tools.cjs - name: Generate Safe Outputs MCP Server Config id: safe-outputs-config @@ -523,7 +531,7 @@ jobs: export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host -v /var/run/docker.sock:/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.2.11' mkdir -p /home/runner/.copilot - cat << GH_AW_MCP_CONFIG_357e805f705207d1_EOF | bash ${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.sh + cat << GH_AW_MCP_CONFIG_cb1185ae78386888_EOF | bash ${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.sh { "mcpServers": { "github": { @@ -564,7 +572,7 @@ jobs: "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}" } } - GH_AW_MCP_CONFIG_357e805f705207d1_EOF + GH_AW_MCP_CONFIG_cb1185ae78386888_EOF - name: Download activation artifact uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1 with: diff --git a/.github/workflows/copilot-token-optimizer.md b/.github/workflows/copilot-token-optimizer.md index d3c2a729..b6e5e64f 100644 --- a/.github/workflows/copilot-token-optimizer.md +++ b/.github/workflows/copilot-token-optimizer.md @@ -1,7 +1,10 @@ --- description: Daily Copilot token optimization advisor — reads the latest token usage report and creates actionable recommendations to reduce token consumption for the most expensive workflow on: - schedule: daily + workflow_run: + workflows: ["Daily Copilot Token Usage Analyzer"] + types: [completed] + branches: [main] workflow_dispatch: skip-if-match: query: 'is:issue is:open label:copilot-token-optimization' @@ -42,7 +45,7 @@ gh issue list --repo "$GITHUB_REPOSITORY" \ --json number,title,body,createdAt,url ``` -If no report exists, create a brief issue stating that no token usage report was found and that the `copilot-token-usage-analyzer` workflow should run first. Then stop. +If no report exists, do **not** create an issue. Simply log a message noting that no token usage report was found and that the `copilot-token-usage-analyzer` workflow should run first. Then stop without calling any safe-output tools. Read the full issue body to extract per-workflow statistics. @@ -62,10 +65,18 @@ Extract these key metrics for the target workflow: ## Step 3: Analyze the Workflow Definition -Read the workflow's `.md` source file to understand its configuration: +Resolve the workflow file name from the display name in the report. The report table uses display names (e.g., "Smoke Copilot") but the files use kebab-case (e.g., `smoke-copilot.md`). Map the name by searching for a matching `name:` field: ```bash -cat ".github/workflows/.md" +# Find workflow file by display name +DISPLAY_NAME="Smoke Copilot" # from report +WORKFLOW_FILE=$(grep -rl "^name: ${DISPLAY_NAME}$" .github/workflows/*.md 2>/dev/null | head -1) +# Fallback: try kebab-case conversion +if [ -z "$WORKFLOW_FILE" ]; then + KEBAB=$(echo "$DISPLAY_NAME" | tr '[:upper:]' '[:lower:]' | tr ' ' '-') + WORKFLOW_FILE=".github/workflows/${KEBAB}.md" +fi +cat "$WORKFLOW_FILE" ``` Analyze: @@ -80,27 +91,32 @@ Analyze: Download the most recent successful run's artifacts to understand actual tool usage: ```bash -# Find the latest successful run +# Find the latest successful run using the resolved workflow file +LOCK_FILE="$(basename "$WORKFLOW_FILE" .md).lock.yml" RUN_ID=$(gh run list --repo "$GITHUB_REPOSITORY" \ - --workflow ".lock.yml" \ + --workflow "$LOCK_FILE" \ --status success --limit 1 \ --json databaseId --jq '.[0].databaseId') -# Download artifacts -TMPDIR=$(mktemp -d) -gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ - --name agent-artifacts --dir "$TMPDIR" 2>/dev/null || \ -gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ - --name agent --dir "$TMPDIR" 2>/dev/null - -# Check token usage -find "$TMPDIR" -name "token-usage.jsonl" -exec cat {} \; - -# Check agent stdio log for tool calls -find "$TMPDIR" -name "agent-stdio.log" -exec grep "^●" {} \; - -# Check prompt size -find "$TMPDIR" -name "prompt.txt" -exec wc -c {} \; +if [ -z "$RUN_ID" ] || [ "$RUN_ID" = "null" ]; then + echo "No successful runs found for $LOCK_FILE — skipping artifact analysis" +else + # Download artifacts + TMPDIR=$(mktemp -d) + gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ + --name agent-artifacts --dir "$TMPDIR" 2>/dev/null || \ + gh run download "$RUN_ID" --repo "$GITHUB_REPOSITORY" \ + --name agent --dir "$TMPDIR" 2>/dev/null + + # Check token usage + find "$TMPDIR" -name "token-usage.jsonl" -exec cat {} \; + + # Check agent stdio log for tool calls (|| true to handle no matches) + find "$TMPDIR" -name "agent-stdio.log" -exec grep -h "^●" {} \; || true + + # Check prompt size + find "$TMPDIR" -name "prompt.txt" -exec wc -c {} \; +fi ``` From the artifacts, determine: