From f4634ba6fd23559b893510626caf5040f9ca8cb9 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 2 Apr 2026 23:38:48 +0000 Subject: [PATCH 1/2] Initial plan From 0766a89dd51c10667fa2848a555a8914d3c3ebc2 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Fri, 3 Apr 2026 00:38:16 +0000 Subject: [PATCH 2/2] feat: add Copilot and Claude token usage analyzers and optimizers Create 4 workflows forming a two-stage token optimization pipeline: Stage 1 - Daily analyzers: - copilot-token-usage-analyzer.md: Discovers Copilot workflow runs from last 24h, downloads token-usage.jsonl artifacts, creates issue with per-workflow statistics (tokens, cost, cache hit rate, turns) - claude-token-usage-analyzer.md: Same for Claude, adds Anthropic- specific cache efficiency analysis (write rate, amortization, TTL) Stage 2 - Optimizers (triggered by workflow_run): - copilot-token-optimizer.md: Reads usage report, finds most expensive workflow, downloads artifacts, compares declared vs used tools, creates optimization issue with specific recommendations - claude-token-optimizer.md: Same for Claude, adds Anthropic pricing nuances (output token cost, cache write break-even analysis) Key design decisions: - bash + gh CLI for artifact downloads (fast, reliable) - strict: true on optimizers for safe output validation - workflow_run trigger chains optimizer to analyzer (not a second cron) - close-older-issues: true prevents issue accumulation - skip-if-match caps at one open optimization issue per provider - network: defaults for artifact downloads (blob.core.windows.net) Closes #[issue_number] Agent-Logs-Url: https://github.com/github/gh-aw/sessions/5bf4555f-10f4-46a0-ac16-24b13fe7e27f Co-authored-by: lpcox <15877973+lpcox@users.noreply.github.com> --- .../workflows/claude-token-optimizer.lock.yml | 1153 +++++++++++++++++ .github/workflows/claude-token-optimizer.md | 397 ++++++ .../claude-token-usage-analyzer.lock.yml | 1091 ++++++++++++++++ .../workflows/claude-token-usage-analyzer.md | 234 ++++ .../copilot-token-optimizer.lock.yml | 1153 +++++++++++++++++ .github/workflows/copilot-token-optimizer.md | 348 +++++ .../copilot-token-usage-analyzer.lock.yml | 1091 ++++++++++++++++ .../workflows/copilot-token-usage-analyzer.md | 216 +++ 8 files changed, 5683 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/claude-token-usage-analyzer.lock.yml create mode 100644 .github/workflows/claude-token-usage-analyzer.md create mode 100644 .github/workflows/copilot-token-optimizer.lock.yml create mode 100644 .github/workflows/copilot-token-optimizer.md create mode 100644 .github/workflows/copilot-token-usage-analyzer.lock.yml create mode 100644 .github/workflows/copilot-token-usage-analyzer.md diff --git a/.github/workflows/claude-token-optimizer.lock.yml b/.github/workflows/claude-token-optimizer.lock.yml new file mode 100644 index 0000000000..e28f3f803c --- /dev/null +++ b/.github/workflows/claude-token-optimizer.lock.yml @@ -0,0 +1,1153 @@ +# ___ _ _ +# / _ \ | | (_) +# | |_| | __ _ ___ _ __ | |_ _ ___ +# | _ |/ _` |/ _ \ '_ \| __| |/ __| +# | | | | (_| | __/ | | | |_| | (__ +# \_| |_/\__, |\___|_| |_|\__|_|\___| +# __/ | +# _ _ |___/ +# | | | | / _| | +# | | | | ___ _ __ _ __| |_| | _____ ____ +# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___| +# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \ +# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/ +# +# This file was automatically generated by gh-aw. 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/ +# +# Analyzes the most expensive Claude workflow identified by the token usage analyzer and creates an optimization issue with Anthropic-specific token-saving recommendations including cache efficiency improvements +# +# Resolved workflow manifest: +# Imports: +# - shared/reporting.md +# +# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"e6c437005ee8faa93a5315758680e2d1ca9479e441310449bc624080d2c9de8f","strict":true,"agent_id":"copilot"} + +name: "Claude Token Optimizer" +"on": + # skip-if-match: is:issue is:open in:title "โšก Claude Token Optimization:" # Skip-if-match processed as search check in pre-activation job + workflow_dispatch: + inputs: + aw_context: + default: "" + 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: + - Claude Token Usage Analyzer + +permissions: {} + +concurrency: + group: "gh-aw-${{ github.workflow }}" + +run-name: "Claude Token Optimizer" + +jobs: + activation: + needs: pre_activation + # 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 + outputs: + comment_id: "" + comment_repo: "" + lockdown_check_failed: ${{ steps.generate_aw_info.outputs.lockdown_check_failed == 'true' }} + model: ${{ steps.generate_aw_info.outputs.model }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || 'auto' }} + GH_AW_INFO_VERSION: "latest" + GH_AW_INFO_AGENT_VERSION: "latest" + GH_AW_INFO_WORKFLOW_NAME: "Claude Token Optimizer" + GH_AW_INFO_EXPERIMENTAL: "false" + GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true" + GH_AW_INFO_STAGED: "false" + GH_AW_INFO_ALLOWED_DOMAINS: '["defaults"]' + GH_AW_INFO_FIREWALL_ENABLED: "true" + GH_AW_INFO_AWF_VERSION: "v0.25.13" + GH_AW_INFO_AWMG_VERSION: "" + GH_AW_INFO_FIREWALL_TYPE: "squid" + GH_AW_COMPILED_STRICT: "true" + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_aw_info.cjs'); + await main(core, context); + - name: Checkout .github and .agents folders + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + sparse-checkout: | + .github + .agents + actions/setup + sparse-checkout-cone-mode: true + fetch-depth: 1 + - name: Check workflow file timestamps + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_WORKFLOW_FILE: "claude-token-optimizer.lock.yml" + with: + script: | + const { setupGlobals } = require('${{ 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: 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_ENV_WORKFLOW_NAME: ${{ env.WORKFLOW_NAME }} + 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 }} + # poutine:ignore untrusted_checkout_exec + run: | + bash ${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh + { + cat << 'GH_AW_PROMPT_9c1ef0d2e717c91b_EOF' + + GH_AW_PROMPT_9c1ef0d2e717c91b_EOF + cat "${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 "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md" + cat << 'GH_AW_PROMPT_9c1ef0d2e717c91b_EOF' + + Tools: create_issue, missing_tool, missing_data, noop + + + The following GitHub context information is available for this workflow: + {{#if __GH_AW_GITHUB_ACTOR__ }} + - **actor**: __GH_AW_GITHUB_ACTOR__ + {{/if}} + {{#if __GH_AW_GITHUB_REPOSITORY__ }} + - **repository**: __GH_AW_GITHUB_REPOSITORY__ + {{/if}} + {{#if __GH_AW_GITHUB_WORKSPACE__ }} + - **workspace**: __GH_AW_GITHUB_WORKSPACE__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }} + - **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }} + - **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }} + - **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }} + - **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__ + {{/if}} + {{#if __GH_AW_GITHUB_RUN_ID__ }} + - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__ + {{/if}} + + + GH_AW_PROMPT_9c1ef0d2e717c91b_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md" + cat << 'GH_AW_PROMPT_9c1ef0d2e717c91b_EOF' + + {{#runtime-import .github/workflows/shared/reporting.md}} + {{#runtime-import .github/workflows/claude-token-optimizer.md}} + GH_AW_PROMPT_9c1ef0d2e717c91b_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_ENV_WORKFLOW_NAME: ${{ env.WORKFLOW_NAME }} + GH_AW_GITHUB_REPOSITORY: ${{ github.repository }} + with: + script: | + const { setupGlobals } = require('${{ 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_ENV_WORKFLOW_NAME: ${{ env.WORKFLOW_NAME }} + 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: ${{ needs.pre_activation.outputs.activated }} + with: + script: | + const { setupGlobals } = require('${{ 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_ENV_WORKFLOW_NAME: process.env.GH_AW_ENV_WORKFLOW_NAME, + 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 + } + }); + - 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 ${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh + - name: Upload activation artifact + if: success() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: activation + path: | + /tmp/gh-aw/aw_info.json + /tmp/gh-aw/aw-prompts/prompt.txt + retention-days: 1 + + agent: + needs: activation + runs-on: ubuntu-latest + permissions: + actions: read + contents: read + copilot-requests: write + issues: read + pull-requests: read + concurrency: + group: "gh-aw-copilot-${{ 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' }} + effective_tokens: ${{ steps.parse-mcp-gateway.outputs.effective_tokens }} + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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 }} + - env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + name: Find and download artifacts from the most expensive Claude workflow + run: "set -euo pipefail\nmkdir -p /tmp/token-optimizer-claude\n\necho \"๐Ÿ“ฅ Loading Claude workflow runs from last 24 hours...\"\n./gh-aw logs \\\n --engine claude \\\n --start-date -1d \\\n --json \\\n -c 300 \\\n > /tmp/token-optimizer-claude/claude-runs.json 2>/dev/null || echo \"[]\" > /tmp/token-optimizer-claude/claude-runs.json\n\nRUN_COUNT=$(jq '. | length' /tmp/token-optimizer-claude/claude-runs.json 2>/dev/null || echo 0)\necho \"Found ${RUN_COUNT} Claude runs\"\n\nif [ \"$RUN_COUNT\" -eq 0 ]; then\n echo \"No Claude runs found, nothing to optimize\"\n exit 0\nfi\n\n# Find the most expensive workflow (by total tokens across all its runs)\necho \"๐Ÿ” Identifying most expensive workflow...\"\njq -r '\n group_by(.workflowName) |\n map({\n workflow: .[0].workflowName,\n total_tokens: (map(.tokenUsage) | add),\n total_cost: (map(.estimatedCost) | add),\n run_count: length,\n avg_tokens: ((map(.tokenUsage) | add) / length),\n run_ids: map(.databaseId),\n latest_run_id: (sort_by(.createdAt) | last | .databaseId),\n latest_run_url: (sort_by(.createdAt) | last | .url)\n }) |\n sort_by(.total_tokens) | reverse | .[0]\n' /tmp/token-optimizer-claude/claude-runs.json > /tmp/token-optimizer-claude/top-workflow.json\n\nWORKFLOW_NAME=$(jq -r '.workflow' /tmp/token-optimizer-claude/top-workflow.json)\nLATEST_RUN_ID=$(jq -r '.latest_run_id' /tmp/token-optimizer-claude/top-workflow.json)\necho \"Most expensive workflow: $WORKFLOW_NAME (run: $LATEST_RUN_ID)\"\necho \"WORKFLOW_NAME=$WORKFLOW_NAME\" >> \"$GITHUB_ENV\"\n\n# Download the firewall-audit-logs artifact from the latest run\nARTIFACT_DIR=\"/tmp/token-optimizer-claude/artifacts\"\nmkdir -p \"$ARTIFACT_DIR\"\n\necho \"๐Ÿ“ฅ Downloading firewall-audit-logs from run $LATEST_RUN_ID...\"\ngh run download \"$LATEST_RUN_ID\" \\\n --repo \"$GITHUB_REPOSITORY\" \\\n --name \"firewall-audit-logs\" \\\n --dir \"$ARTIFACT_DIR\" \\\n 2>/dev/null || true\n\n# Also download agent artifacts\necho \"๐Ÿ“ฅ Downloading agent artifacts from run $LATEST_RUN_ID...\"\ngh run download \"$LATEST_RUN_ID\" \\\n --repo \"$GITHUB_REPOSITORY\" \\\n --name \"agent\" \\\n --dir \"$ARTIFACT_DIR/agent\" \\\n 2>/dev/null || true\n\n# Find token-usage.jsonl\nUSAGE_FILE=$(find \"$ARTIFACT_DIR\" -name \"token-usage.jsonl\" 2>/dev/null | head -1)\nif [ -n \"$USAGE_FILE\" ]; then\n echo \"Found token-usage.jsonl: $USAGE_FILE\"\n cp \"$USAGE_FILE\" /tmp/token-optimizer-claude/token-usage.jsonl\n echo \"Records: $(wc -l < /tmp/token-optimizer-claude/token-usage.jsonl)\"\n\n # Pre-compute Anthropic-specific metrics\n echo \"๐Ÿ“Š Computing Anthropic cache efficiency metrics...\"\n awk '\n BEGIN { ti=0; to=0; cr=0; cw=0; tr=0 }\n {\n if (match($0, /\"input_tokens\" *: *([0-9]+)/, m)) ti += m[1]+0\n if (match($0, /\"output_tokens\" *: *([0-9]+)/, m)) to += m[1]+0\n if (match($0, /\"cache_read_tokens\" *: *([0-9]+)/, m)) cr += m[1]+0\n if (match($0, /\"cache_write_tokens\" *: *([0-9]+)/, m)) cw += m[1]+0\n tr += 1\n }\n END {\n total = ti + to + cr + cw\n if (tr == 0) exit\n printf \"Requests: %d\\n\", tr\n printf \"Input tokens: %d\\n\", ti\n printf \"Output tokens: %d\\n\", to\n printf \"Cache read tokens: %d\\n\", cr\n printf \"Cache write tokens: %d\\n\", cw\n printf \"Total tokens: %d\\n\", total\n if (ti + cr > 0) printf \"Cache hit rate: %.1f%%\\n\", (cr / (ti + cr)) * 100\n if (ti + cw > 0) printf \"Cache write rate: %.1f%%\\n\", (cw / (ti + cw)) * 100\n if (cw > 0) printf \"Cache read/write ratio: %.2f\\n\", (cr / cw)\n }' /tmp/token-optimizer-claude/token-usage.jsonl > /tmp/token-optimizer-claude/cache-metrics.txt\n cat /tmp/token-optimizer-claude/cache-metrics.txt\nelse\n echo \"No token-usage.jsonl found in artifacts\"\n touch /tmp/token-optimizer-claude/token-usage.jsonl\n touch /tmp/token-optimizer-claude/cache-metrics.txt\nfi\n\n# Find the workflow markdown source\nWORKFLOW_MD_NAME=$(echo \"$WORKFLOW_NAME\" | tr '[:upper:]' '[:lower:]' | tr ' ' '-')\nWORKFLOW_MD=\".github/workflows/${WORKFLOW_MD_NAME}.md\"\nif [ -f \"$WORKFLOW_MD\" ]; then\n echo \"Found workflow source: $WORKFLOW_MD\"\n cp \"$WORKFLOW_MD\" /tmp/token-optimizer-claude/workflow-source.md\nelse\n find .github/workflows -name \"*.md\" -exec grep -l \"^name: $WORKFLOW_NAME\" {} \\; 2>/dev/null | head -1 | while read -r f; do\n echo \"Found: $f\"\n cp \"$f\" /tmp/token-optimizer-claude/workflow-source.md\n done\nfi\n\n# Extract declared tools from workflow source\nif [ -f /tmp/token-optimizer-claude/workflow-source.md ]; then\n sed -n '/^---$/,/^---$/p' /tmp/token-optimizer-claude/workflow-source.md | \\\n grep -A20 \"^tools:\" | head -30 > /tmp/token-optimizer-claude/declared-tools.txt || true\nfi\n" + + - 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 v0.25.13 + - 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:0.25.13 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.13 ghcr.io/github/gh-aw-firewall/squid:0.25.13 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_1379b89db1ebfd9b_EOF' + {"create_issue":{"close_older_issues":true,"expires":168,"labels":["automated-analysis","token-optimization","claude","cost-reduction"],"max":1,"title_prefix":"โšก Claude Token Optimization: "},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"}} + GH_AW_SAFE_OUTPUTS_CONFIG_1379b89db1ebfd9b_EOF + - name: Write Safe Outputs Tools + run: | + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_71880ad1fad56a41_EOF' + { + "description_suffixes": { + "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"โšก Claude Token Optimization: \". Labels [\"automated-analysis\" \"token-optimization\" \"claude\" \"cost-reduction\"] will be automatically added." + }, + "repo_params": {}, + "dynamic_tools": [] + } + GH_AW_SAFE_OUTPUTS_TOOLS_META_71880ad1fad56a41_EOF + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_ede96a40bce758f0_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_ede96a40bce758f0_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: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + 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 + 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_c3083a2d7285b52c_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_c3083a2d7285b52c_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 ${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh + - name: Execute GitHub Copilot CLI + id: agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 30 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${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 api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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 0.25.13 --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: ${{ 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: dev + 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] + S2STOKENS: true + 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: 'GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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('${{ runner.temp }}/gh-aw/actions/parse_copilot_log.cjs'); + await main(); + - name: Parse MCP Gateway logs for step summary + if: always() + id: parse-mcp-gateway + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: "Claude Token Optimizer" + GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }} + GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }} + 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(); + - 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: "Claude Token Optimizer" + 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: "Claude Token Optimizer" + 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_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: "30" + 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(); + + 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 + copilot-requests: write + outputs: + detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }} + detection_success: ${{ steps.detection_conclusion.outputs.success }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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:0.25.13 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.13 ghcr.io/github/gh-aw-firewall/squid:0.25.13 + - 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: "Claude Token Optimizer" + WORKFLOW_DESCRIPTION: "Analyzes the most expensive Claude workflow identified by the token usage analyzer and creates an optimization issue with Anthropic-specific token-saving recommendations including cache efficiency improvements" + 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 ${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh v0.25.13 + - name: Execute GitHub Copilot CLI + if: always() && steps.detection_guard.outputs.run_detection == 'true' + id: detection_agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 20 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${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 0.25.13 --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: ${{ 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: dev + 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] + S2STOKENS: true + 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 + permissions: + contents: read + outputs: + activated: ${{ steps.check_membership.outputs.is_team_member == 'true' && steps.check_skip_if_match.outputs.skip_check_ok == 'true' }} + matched_command: '' + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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('${{ runner.temp }}/gh-aw/actions/check_membership.cjs'); + await main(); + - name: Check skip-if-match query + id: check_skip_if_match + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_SKIP_QUERY: "is:issue is:open in:title \"โšก Claude Token Optimization:\"" + GH_AW_WORKFLOW_NAME: "Claude Token Optimizer" + GH_AW_SKIP_MAX_MATCHES: "1" + with: + script: | + const { setupGlobals } = require('${{ 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_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens }} + GH_AW_ENGINE_ID: "copilot" + GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }} + GH_AW_WORKFLOW_ID: "claude-token-optimizer" + GH_AW_WORKFLOW_NAME: "Claude Token Optimizer" + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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,\"expires\":168,\"labels\":[\"automated-analysis\",\"token-optimization\",\"claude\",\"cost-reduction\"],\"max\":1,\"title_prefix\":\"โšก 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 0000000000..6fb8570ba4 --- /dev/null +++ b/.github/workflows/claude-token-optimizer.md @@ -0,0 +1,397 @@ +--- +name: Claude Token Optimizer +description: Analyzes the most expensive Claude workflow identified by the token usage analyzer and creates an optimization issue with Anthropic-specific token-saving recommendations including cache efficiency improvements +on: + workflow_run: + workflows: + - "Claude Token Usage Analyzer" + types: + - completed + branches: + - main + workflow_dispatch: + skip-if-match: 'is:issue is:open in:title "โšก Claude Token Optimization:"' + +permissions: + contents: read + actions: read + issues: read + pull-requests: read + +engine: copilot +features: + copilot-requests: true + +strict: true + +tools: + bash: + - "*" + github: + toolsets: [default, issues, actions, repos] + +safe-outputs: + create-issue: + title-prefix: "โšก Claude Token Optimization: " + labels: [automated-analysis, token-optimization, claude, cost-reduction] + expires: 7d + max: 1 + close-older-issues: true + noop: + +network: defaults + +timeout-minutes: 30 + +steps: + - name: Find and download artifacts from the most expensive Claude workflow + env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + run: | + set -euo pipefail + mkdir -p /tmp/token-optimizer-claude + + echo "๐Ÿ“ฅ Loading Claude workflow runs from last 24 hours..." + ./gh-aw logs \ + --engine claude \ + --start-date -1d \ + --json \ + -c 300 \ + > /tmp/token-optimizer-claude/claude-runs.json 2>/dev/null || echo "[]" > /tmp/token-optimizer-claude/claude-runs.json + + RUN_COUNT=$(jq '. | length' /tmp/token-optimizer-claude/claude-runs.json 2>/dev/null || echo 0) + echo "Found ${RUN_COUNT} Claude runs" + + if [ "$RUN_COUNT" -eq 0 ]; then + echo "No Claude runs found, nothing to optimize" + exit 0 + fi + + # Find the most expensive workflow (by total tokens across all its runs) + echo "๐Ÿ” Identifying most expensive workflow..." + jq -r ' + group_by(.workflowName) | + map({ + workflow: .[0].workflowName, + total_tokens: (map(.tokenUsage) | add), + total_cost: (map(.estimatedCost) | add), + run_count: length, + avg_tokens: ((map(.tokenUsage) | add) / length), + run_ids: map(.databaseId), + latest_run_id: (sort_by(.createdAt) | last | .databaseId), + latest_run_url: (sort_by(.createdAt) | last | .url) + }) | + sort_by(.total_tokens) | reverse | .[0] + ' /tmp/token-optimizer-claude/claude-runs.json > /tmp/token-optimizer-claude/top-workflow.json + + WORKFLOW_NAME=$(jq -r '.workflow' /tmp/token-optimizer-claude/top-workflow.json) + LATEST_RUN_ID=$(jq -r '.latest_run_id' /tmp/token-optimizer-claude/top-workflow.json) + echo "Most expensive workflow: $WORKFLOW_NAME (run: $LATEST_RUN_ID)" + echo "WORKFLOW_NAME=$WORKFLOW_NAME" >> "$GITHUB_ENV" + + # Download the firewall-audit-logs artifact from the latest run + ARTIFACT_DIR="/tmp/token-optimizer-claude/artifacts" + mkdir -p "$ARTIFACT_DIR" + + echo "๐Ÿ“ฅ Downloading firewall-audit-logs from run $LATEST_RUN_ID..." + gh run download "$LATEST_RUN_ID" \ + --repo "$GITHUB_REPOSITORY" \ + --name "firewall-audit-logs" \ + --dir "$ARTIFACT_DIR" \ + 2>/dev/null || true + + # Also download agent artifacts + echo "๐Ÿ“ฅ Downloading agent artifacts from run $LATEST_RUN_ID..." + gh run download "$LATEST_RUN_ID" \ + --repo "$GITHUB_REPOSITORY" \ + --name "agent" \ + --dir "$ARTIFACT_DIR/agent" \ + 2>/dev/null || true + + # Find token-usage.jsonl + USAGE_FILE=$(find "$ARTIFACT_DIR" -name "token-usage.jsonl" 2>/dev/null | head -1) + if [ -n "$USAGE_FILE" ]; then + echo "Found token-usage.jsonl: $USAGE_FILE" + cp "$USAGE_FILE" /tmp/token-optimizer-claude/token-usage.jsonl + echo "Records: $(wc -l < /tmp/token-optimizer-claude/token-usage.jsonl)" + + # Pre-compute Anthropic-specific metrics + echo "๐Ÿ“Š Computing Anthropic cache efficiency metrics..." + awk ' + BEGIN { ti=0; to=0; cr=0; cw=0; tr=0 } + { + if (match($0, /"input_tokens" *: *([0-9]+)/, m)) ti += m[1]+0 + if (match($0, /"output_tokens" *: *([0-9]+)/, m)) to += m[1]+0 + if (match($0, /"cache_read_tokens" *: *([0-9]+)/, m)) cr += m[1]+0 + if (match($0, /"cache_write_tokens" *: *([0-9]+)/, m)) cw += m[1]+0 + tr += 1 + } + END { + total = ti + to + cr + cw + if (tr == 0) exit + printf "Requests: %d\n", tr + printf "Input tokens: %d\n", ti + printf "Output tokens: %d\n", to + printf "Cache read tokens: %d\n", cr + printf "Cache write tokens: %d\n", cw + printf "Total tokens: %d\n", total + if (ti + cr > 0) printf "Cache hit rate: %.1f%%\n", (cr / (ti + cr)) * 100 + if (ti + cw > 0) printf "Cache write rate: %.1f%%\n", (cw / (ti + cw)) * 100 + if (cw > 0) printf "Cache read/write ratio: %.2f\n", (cr / cw) + }' /tmp/token-optimizer-claude/token-usage.jsonl > /tmp/token-optimizer-claude/cache-metrics.txt + cat /tmp/token-optimizer-claude/cache-metrics.txt + else + echo "No token-usage.jsonl found in artifacts" + touch /tmp/token-optimizer-claude/token-usage.jsonl + touch /tmp/token-optimizer-claude/cache-metrics.txt + fi + + # Find the workflow markdown source + WORKFLOW_MD_NAME=$(echo "$WORKFLOW_NAME" | tr '[:upper:]' '[:lower:]' | tr ' ' '-') + WORKFLOW_MD=".github/workflows/${WORKFLOW_MD_NAME}.md" + if [ -f "$WORKFLOW_MD" ]; then + echo "Found workflow source: $WORKFLOW_MD" + cp "$WORKFLOW_MD" /tmp/token-optimizer-claude/workflow-source.md + else + find .github/workflows -name "*.md" -exec grep -l "^name: $WORKFLOW_NAME" {} \; 2>/dev/null | head -1 | while read -r f; do + echo "Found: $f" + cp "$f" /tmp/token-optimizer-claude/workflow-source.md + done + fi + + # Extract declared tools from workflow source + if [ -f /tmp/token-optimizer-claude/workflow-source.md ]; then + sed -n '/^---$/,/^---$/p' /tmp/token-optimizer-claude/workflow-source.md | \ + grep -A20 "^tools:" | head -30 > /tmp/token-optimizer-claude/declared-tools.txt || true + fi + +imports: + - shared/reporting.md +--- + +# Claude Token Optimizer + +You are the Claude Token Optimizer. Your job is to analyze the most token-expensive Claude workflow from the past 24 hours and create a targeted optimization issue with specific, actionable recommendations โ€” with special focus on Anthropic's unique caching economics. + +## Current Context + +- **Repository**: ${{ github.repository }} +- **Analysis Date**: $(date -u +%Y-%m-%d) +- **Target Workflow**: ${{ env.WORKFLOW_NAME }} + +## Data Sources + +All data is in `/tmp/token-optimizer-claude/`: + +- **`claude-runs.json`** โ€” All Claude runs from the last 24 hours +- **`top-workflow.json`** โ€” Statistics for the most expensive workflow +- **`token-usage.jsonl`** โ€” Per-request token records from the target workflow's last run (may be empty) +- **`cache-metrics.txt`** โ€” Pre-computed Anthropic cache efficiency summary +- **`workflow-source.md`** โ€” The workflow's markdown source (may not exist if not found) +- **`declared-tools.txt`** โ€” Tools declared in the workflow frontmatter +- **`artifacts/agent/`** โ€” Agent artifacts (prompt, MCP logs) from the last run + +## Anthropic Pricing Context + +Before analyzing, understand Anthropic's pricing model: + +| Token Type | Cost Relative to Input | +|------------|----------------------| +| Input tokens | 1ร— (baseline) | +| Output tokens | ~3-5ร— more expensive than input | +| Cache write tokens | ~1.25ร— (investment for future savings) | +| Cache read tokens | ~0.1ร— (90% discount vs input) | + +**Cache ROI formula**: Cache write breaks even after `1.25 / (1 - 0.1)` โ‰ˆ **1.4 reads**. + +**Cache TTL**: Default 5 minutes; extended TTL requires explicit configuration. If turns are spread > 5 min apart, cache may not be reused. + +## Analysis Process + +### Phase 1: Load Workflow Statistics + +```bash +cat /tmp/token-optimizer-claude/top-workflow.json +cat /tmp/token-optimizer-claude/cache-metrics.txt +``` + +### Phase 2: Analyze Anthropic Cache Efficiency + +The `cache-metrics.txt` file contains: +- **Cache hit rate**: `cache_read / (input + cache_read)` โ€” higher is better +- **Cache write rate**: `cache_write / (input + cache_write)` โ€” shows how much is being cached +- **Cache read/write ratio**: `cache_read / cache_write` โ€” must be > 1.4 for cache to save money + +**Interpret the metrics**: + +| Cache Hit Rate | Assessment | Action | +|----------------|-----------|--------| +| > 60% | Excellent โ€” caching is very effective | No action needed | +| 30-60% | Good | Minor optimizations possible | +| 10-30% | Poor | Restructure prompt to improve caching | +| < 10% | Very poor | Cache may not be working; check min token threshold (1024) | + +| Cache Read/Write Ratio | Assessment | Action | +|------------------------|-----------|--------| +| > 5ร— | Excellent โ€” writes amortized well | No action needed | +| 1.4-5ร— | Good โ€” cache is profitable | Minor tuning possible | +| < 1.4ร— | Poor โ€” not saving money | Increase cache reuse or disable writes | +| 0 (no reads) | Cache writes are pure waste | Investigate why cache isn't being read | + +### Phase 3: Analyze Tool Usage + +```bash +cat /tmp/token-optimizer-claude/declared-tools.txt + +# Check actual tool invocations from agent logs +find /tmp/token-optimizer-claude/artifacts/agent -name "*.log" 2>/dev/null | \ + xargs grep -oh 'mcp__[a-z_]*__[a-z_]*' 2>/dev/null | sort | uniq -c | sort -rn | head -30 +``` + +Compare declared vs. used tools. Each unused toolset injects tool descriptions into every turn of the context window (~500 tokens per toolset). + +### Phase 4: Review Workflow Source for Prompt Optimization + +```bash +cat /tmp/token-optimizer-claude/workflow-source.md +``` + +Look for: +1. **Static content repeated every turn** โ€” good candidate for caching (must be at start, โ‰ฅ 1024 tokens) +2. **Verbose instructions** that could be shortened +3. **Missing `max-turns`** limit โ€” unbounded conversations accumulate context +4. **High output expectations** โ€” if the prompt asks for very long responses, output tokens are expensive for Claude + +### Phase 5: Identify Specific Optimization Opportunities + +Prioritize by estimated savings: + +#### A. Cache Efficiency Improvements (often highest impact for Claude) +- **Low hit rate + system prompt โ‰ฅ 1024 tokens**: Already has potential โ€” check if tool descriptions are before or after the cache boundary +- **Low hit rate + system prompt < 1024 tokens**: Add content to reach 1024 token minimum for cache activation +- **Zero cache reads with writes**: Likely the workflow is not reusing context across turns; check if turns are too far apart + +#### B. Output Token Reduction (second highest impact) +- If output tokens > 30% of total: add instructions like "Be concise, use bullet points, avoid repetition" +- Look for places in the prompt where Claude is asked to produce long reports that could be structured more efficiently + +#### C. Unused Tool Exclusions +- Identify tools declared but never called +- Each unused tool description in Anthropic's context costs ~500 input tokens per turn + +#### D. Turn Count Reduction +- High turn count means high cost since each turn resends the (growing) context window +- Consider pre-fetching data in `steps:` before the agent runs +- Use more directive prompts to reduce exploration turns + +### Phase 6: Create Optimization Issue + +Create an issue with the title: `[workflow-name] (avg [N]k tokens/run)` โ€” the prefix `โšก Claude Token Optimization:` is automatically added. + +#### Issue Body Structure + +```markdown +### Target Workflow: [workflow-name] + +**Why this workflow?** Highest total token consumption across Claude workflows in the last 24 hours. + +| Metric | Value | +|--------|-------| +| Runs (24h) | [N] | +| Avg tokens/run | [N]k | +| Total est. cost (24h) | $[X] | +| Avg turns/run | [N] | + +### Anthropic Cache Analysis + +| Metric | Value | Assessment | +|--------|-------|------------| +| Cache hit rate | [pct]% | โœ…/โš ๏ธ/โŒ | +| Cache write rate | [pct]% | โœ…/โš ๏ธ/โŒ | +| Cache read/write ratio | [ratio]ร— | โœ…/โš ๏ธ/โŒ | +| Estimated cache savings | ~$[X] (vs no cache) | โ€” | + +_(from token-usage.jsonl โ€” if unavailable, based on run-level metrics)_ + +### Optimization Recommendations + +#### 1. [Highest Impact โ€” e.g., Cache Efficiency] + +**Potential savings**: ~[N]k tokens/run (~$[X]/run) + +**Current state**: [What is happening โ€” e.g., "Cache write rate is 25% but cache read rate is 2%, meaning cache writes are not being amortized (ratio: 0.08ร—, break-even is 1.4ร—)"] + +**Root cause**: [e.g., "System prompt is only 800 tokens โ€” below Claude's 1024-token minimum for automatic caching"] + +**Recommended change**: +```diff +# In .github/workflows/[workflow-name].md frontmatter or prompt: +- [current state] ++ [recommended state] +``` + +**Why this helps**: [Explanation of mechanism] + +#### 2. [Second Recommendation โ€” e.g., Output Reduction] + +**Potential savings**: ~[N]k output tokens/run (~$[X]/run) + +... + +#### 3. [Third Recommendation โ€” e.g., Unused Tools] + +... + +
+Tool Usage Analysis + +**Declared tools** (from frontmatter): +[list from declared-tools.txt] + +**Tools actually invoked** (from agent logs): +[list from mcp call analysis] + +**Unused tools** (candidates for removal): +- `[toolset/tool]` โ€” never called, saves ~500 tokens/turn if removed + +
+ +
+Token Breakdown + +| Token Type | Count | % of Total | Est. Cost Weight | +|------------|-------|------------|-----------------| +| Input | [n] | [pct]% | 1ร— | +| Output | [n] | [pct]% | ~4ร— | +| Cache Read | [n] | [pct]% | 0.1ร— | +| Cache Write | [n] | [pct]% | 1.25ร— | + +
+ +### Implementation Checklist + +- [ ] Apply recommended changes to `.github/workflows/[workflow-name].md` +- [ ] Run `make recompile` to regenerate the lock file +- [ ] Trigger a manual run via `workflow_dispatch` to verify +- [ ] Check cache metrics improve in next analyzer report (look for higher cache hit rate) + +### References + +- [Last run of [workflow-name]](LATEST_RUN_URL) +- Analysis triggered by: [ยงRUN_ID](RUN_URL) +``` + +## Important Guidelines + +- **Anthropic caching is nuanced**: Don't flag cache writes as waste unless the read/write ratio is clearly below break-even (< 1.4ร—). Cache writes at 125% cost are an investment. +- **Output tokens are disproportionately expensive for Claude** (3-5ร— input cost) โ€” reducing verbose output has high ROI. +- **1024-token minimum**: Claude won't cache a prompt shorter than 1024 tokens. If the system prompt is shorter, caching isn't available regardless of configuration. +- **Be specific**: Name exact tools, exact token counts, exact cost estimates. +- **Prioritize by impact**: List recommendations from highest to lowest savings. +- **`noop` when appropriate**: If the workflow is already well-optimized or no meaningful data is available, call `noop` with explanation. + +**Important**: You MUST call a safe-output tool (`create-issue` or `noop`) at the end of your analysis. Failing to call any safe-output tool is the most common cause of workflow failures. + +```json +{"noop": {"message": "No action needed: [brief explanation]"}} +``` diff --git a/.github/workflows/claude-token-usage-analyzer.lock.yml b/.github/workflows/claude-token-usage-analyzer.lock.yml new file mode 100644 index 0000000000..9a11b06e7c --- /dev/null +++ b/.github/workflows/claude-token-usage-analyzer.lock.yml @@ -0,0 +1,1091 @@ +# ___ _ _ +# / _ \ | | (_) +# | |_| | __ _ ___ _ __ | |_ _ ___ +# | _ |/ _` |/ _ \ '_ \| __| |/ __| +# | | | | (_| | __/ | | | |_| | (__ +# \_| |_/\__, |\___|_| |_|\__|_|\___| +# __/ | +# _ _ |___/ +# | | | | / _| | +# | | | | ___ _ __ _ __| |_| | _____ ____ +# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___| +# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \ +# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/ +# +# This file was automatically generated by gh-aw. 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 analysis of Claude/Anthropic token consumption across all agentic workflows, creating a usage report issue with per-workflow statistics including cache write amortization +# +# Resolved workflow manifest: +# Imports: +# - shared/reporting.md +# +# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"319395ee643167566941157e1c24260bc3618407883eceeb68c9959c28b7fad5","strict":true,"agent_id":"copilot"} + +name: "Claude Token Usage Analyzer" +"on": + schedule: + - cron: "50 8 * * 1-5" + # Friendly format: daily around 09:30 on weekdays (scattered) + 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: "Claude Token Usage Analyzer" + +jobs: + activation: + 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 }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || 'auto' }} + GH_AW_INFO_VERSION: "latest" + GH_AW_INFO_AGENT_VERSION: "latest" + GH_AW_INFO_WORKFLOW_NAME: "Claude Token Usage Analyzer" + GH_AW_INFO_EXPERIMENTAL: "false" + GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true" + GH_AW_INFO_STAGED: "false" + GH_AW_INFO_ALLOWED_DOMAINS: '["defaults"]' + GH_AW_INFO_FIREWALL_ENABLED: "true" + GH_AW_INFO_AWF_VERSION: "v0.25.13" + GH_AW_INFO_AWMG_VERSION: "" + GH_AW_INFO_FIREWALL_TYPE: "squid" + GH_AW_COMPILED_STRICT: "true" + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_aw_info.cjs'); + await main(core, context); + - name: Checkout .github and .agents folders + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + sparse-checkout: | + .github + .agents + actions/setup + sparse-checkout-cone-mode: true + fetch-depth: 1 + - name: Check workflow file timestamps + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_WORKFLOW_FILE: "claude-token-usage-analyzer.lock.yml" + with: + script: | + const { setupGlobals } = require('${{ 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: 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 }} + # poutine:ignore untrusted_checkout_exec + run: | + bash ${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh + { + cat << 'GH_AW_PROMPT_56175edcaa9806cd_EOF' + + GH_AW_PROMPT_56175edcaa9806cd_EOF + cat "${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 "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md" + cat << 'GH_AW_PROMPT_56175edcaa9806cd_EOF' + + Tools: create_issue, missing_tool, missing_data, noop + + + The following GitHub context information is available for this workflow: + {{#if __GH_AW_GITHUB_ACTOR__ }} + - **actor**: __GH_AW_GITHUB_ACTOR__ + {{/if}} + {{#if __GH_AW_GITHUB_REPOSITORY__ }} + - **repository**: __GH_AW_GITHUB_REPOSITORY__ + {{/if}} + {{#if __GH_AW_GITHUB_WORKSPACE__ }} + - **workspace**: __GH_AW_GITHUB_WORKSPACE__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }} + - **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }} + - **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }} + - **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }} + - **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__ + {{/if}} + {{#if __GH_AW_GITHUB_RUN_ID__ }} + - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__ + {{/if}} + + + GH_AW_PROMPT_56175edcaa9806cd_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md" + cat << 'GH_AW_PROMPT_56175edcaa9806cd_EOF' + + {{#runtime-import .github/workflows/shared/reporting.md}} + {{#runtime-import .github/workflows/claude-token-usage-analyzer.md}} + GH_AW_PROMPT_56175edcaa9806cd_EOF + } > "$GH_AW_PROMPT" + - name: Interpolate variables and render templates + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + GH_AW_GITHUB_REPOSITORY: ${{ github.repository }} + with: + script: | + const { setupGlobals } = require('${{ 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: ${{ github.workspace }} + with: + script: | + const { setupGlobals } = require('${{ 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 + } + }); + - 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 ${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh + - name: Upload activation artifact + if: success() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: activation + path: | + /tmp/gh-aw/aw_info.json + /tmp/gh-aw/aw-prompts/prompt.txt + retention-days: 1 + + agent: + needs: activation + runs-on: ubuntu-latest + permissions: + actions: read + contents: read + copilot-requests: write + issues: read + pull-requests: read + concurrency: + group: "gh-aw-copilot-${{ 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: claudetokenusageanalyzer + outputs: + checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }} + effective_tokens: ${{ steps.parse-mcp-gateway.outputs.effective_tokens }} + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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 }} + - env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + name: Download Claude workflow runs (last 24h) + run: "set -euo pipefail\nmkdir -p /tmp/token-analyzer-claude\n\necho \"๐Ÿ“ฅ Downloading Claude workflow runs from last 24 hours...\"\n./gh-aw logs \\\n --engine claude \\\n --start-date -1d \\\n --json \\\n -c 300 \\\n > /tmp/token-analyzer-claude/claude-runs.json 2>/dev/null || echo \"[]\" > /tmp/token-analyzer-claude/claude-runs.json\n\nRUN_COUNT=$(jq '. | length' /tmp/token-analyzer-claude/claude-runs.json 2>/dev/null || echo 0)\necho \"โœ… Found ${RUN_COUNT} Claude workflow runs\"\n\n# Download token-usage.jsonl artifacts for per-model breakdown\nARTIFACT_DIR=\"/tmp/token-analyzer-claude/artifacts\"\nmkdir -p \"$ARTIFACT_DIR\"\n\necho \"๐Ÿ“ฅ Downloading token-usage.jsonl artifacts...\"\njq -r '.[].databaseId' /tmp/token-analyzer-claude/claude-runs.json 2>/dev/null | head -50 | while read -r run_id; do\n run_dir=\"$ARTIFACT_DIR/$run_id\"\n mkdir -p \"$run_dir\"\n gh run download \"$run_id\" \\\n --repo \"$GITHUB_REPOSITORY\" \\\n --name \"firewall-audit-logs\" \\\n --dir \"$run_dir\" \\\n 2>/dev/null || true\ndone\n\n# Count how many token-usage.jsonl files we got\nJSONL_COUNT=$(find \"$ARTIFACT_DIR\" -name \"token-usage.jsonl\" 2>/dev/null | wc -l)\necho \"โœ… Downloaded ${JSONL_COUNT} token-usage.jsonl artifacts\"\n\n# Merge all token-usage.jsonl files annotated with run_id\nMERGED_FILE=\"/tmp/token-analyzer-claude/token-usage-merged.jsonl\"\n> \"$MERGED_FILE\"\nfind \"$ARTIFACT_DIR\" -name \"token-usage.jsonl\" | while read -r f; do\n run_id=$(echo \"$f\" | grep -oP '(?<=/artifacts/)\\d+(?=/)' || true)\n while IFS= read -r line; do\n if [ -n \"$line\" ]; then\n echo \"${line}\" | jq --arg run_id \"$run_id\" '. + {run_id: $run_id}' >> \"$MERGED_FILE\" 2>/dev/null || true\n fi\n done < \"$f\"\ndone\n\nRECORD_COUNT=$(wc -l < \"$MERGED_FILE\" 2>/dev/null || echo 0)\necho \"โœ… Merged ${RECORD_COUNT} token usage records\"\n" + + - 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 v0.25.13 + - 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:0.25.13 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.13 ghcr.io/github/gh-aw-firewall/squid:0.25.13 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_322a980fcfb104c5_EOF' + {"create_issue":{"close_older_issues":true,"expires":48,"labels":["automated-analysis","token-usage","claude"],"max":1,"title_prefix":"๐Ÿ“Š Claude Token Usage Report: "},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"}} + GH_AW_SAFE_OUTPUTS_CONFIG_322a980fcfb104c5_EOF + - name: Write Safe Outputs Tools + run: | + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_eb44a1156459ab22_EOF' + { + "description_suffixes": { + "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"๐Ÿ“Š Claude Token Usage Report: \". Labels [\"automated-analysis\" \"token-usage\" \"claude\"] will be automatically added." + }, + "repo_params": {}, + "dynamic_tools": [] + } + GH_AW_SAFE_OUTPUTS_TOOLS_META_eb44a1156459ab22_EOF + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_e0665b90065f7ec8_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_e0665b90065f7ec8_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: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + 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 + 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_054b98fc8152da10_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_054b98fc8152da10_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 ${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh + - name: Execute GitHub Copilot CLI + id: agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 30 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${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 api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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 0.25.13 --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: ${{ 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: dev + 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] + S2STOKENS: true + 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: 'GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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('${{ runner.temp }}/gh-aw/actions/parse_copilot_log.cjs'); + await main(); + - name: Parse MCP Gateway logs for step summary + if: always() + id: parse-mcp-gateway + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ 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-usage-analyzer" + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: "Claude Token Usage Analyzer" + GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }} + GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }} + 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(); + - 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: "Claude Token Usage Analyzer" + 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: "Claude Token Usage Analyzer" + 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-usage-analyzer" + GH_AW_ENGINE_ID: "copilot" + 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: "30" + 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(); + + 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 + copilot-requests: write + outputs: + detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }} + detection_success: ${{ steps.detection_conclusion.outputs.success }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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:0.25.13 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.13 ghcr.io/github/gh-aw-firewall/squid:0.25.13 + - 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: "Claude Token Usage Analyzer" + WORKFLOW_DESCRIPTION: "Daily analysis of Claude/Anthropic token consumption across all agentic workflows, creating a usage report issue with per-workflow statistics including cache write amortization" + 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 ${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh v0.25.13 + - name: Execute GitHub Copilot CLI + if: always() && steps.detection_guard.outputs.run_detection == 'true' + id: detection_agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 20 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${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 0.25.13 --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: ${{ 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: dev + 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] + S2STOKENS: true + 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('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs'); + await main(); + + safe_outputs: + needs: + - agent + - detection + if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success' + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + timeout-minutes: 15 + env: + GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/claude-token-usage-analyzer" + GH_AW_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens }} + GH_AW_ENGINE_ID: "copilot" + GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }} + GH_AW_WORKFLOW_ID: "claude-token-usage-analyzer" + GH_AW_WORKFLOW_NAME: "Claude Token Usage Analyzer" + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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,\"expires\":48,\"labels\":[\"automated-analysis\",\"token-usage\",\"claude\"],\"max\":1,\"title_prefix\":\"๐Ÿ“Š Claude Token Usage Report: \"},\"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-usage-analyzer.md b/.github/workflows/claude-token-usage-analyzer.md new file mode 100644 index 0000000000..339b261fcc --- /dev/null +++ b/.github/workflows/claude-token-usage-analyzer.md @@ -0,0 +1,234 @@ +--- +name: Claude Token Usage Analyzer +description: Daily analysis of Claude/Anthropic token consumption across all agentic workflows, creating a usage report issue with per-workflow statistics including cache write amortization +on: + schedule: + - cron: "daily around 09:30 on weekdays" + workflow_dispatch: + +permissions: + contents: read + actions: read + issues: read + pull-requests: read + +engine: copilot +features: + copilot-requests: true + +tools: + bash: + - "*" + github: + toolsets: [default, issues, actions] + +safe-outputs: + create-issue: + title-prefix: "๐Ÿ“Š Claude Token Usage Report: " + labels: [automated-analysis, token-usage, claude] + expires: 2d + max: 1 + close-older-issues: true + noop: + +network: defaults + +timeout-minutes: 30 + +steps: + - name: Download Claude workflow runs (last 24h) + env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + run: | + set -euo pipefail + mkdir -p /tmp/token-analyzer-claude + + echo "๐Ÿ“ฅ Downloading Claude workflow runs from last 24 hours..." + ./gh-aw logs \ + --engine claude \ + --start-date -1d \ + --json \ + -c 300 \ + > /tmp/token-analyzer-claude/claude-runs.json 2>/dev/null || echo "[]" > /tmp/token-analyzer-claude/claude-runs.json + + RUN_COUNT=$(jq '. | length' /tmp/token-analyzer-claude/claude-runs.json 2>/dev/null || echo 0) + echo "โœ… Found ${RUN_COUNT} Claude workflow runs" + + # Download token-usage.jsonl artifacts for per-model breakdown + ARTIFACT_DIR="/tmp/token-analyzer-claude/artifacts" + mkdir -p "$ARTIFACT_DIR" + + echo "๐Ÿ“ฅ Downloading token-usage.jsonl artifacts..." + jq -r '.[].databaseId' /tmp/token-analyzer-claude/claude-runs.json 2>/dev/null | head -50 | while read -r run_id; do + run_dir="$ARTIFACT_DIR/$run_id" + mkdir -p "$run_dir" + gh run download "$run_id" \ + --repo "$GITHUB_REPOSITORY" \ + --name "firewall-audit-logs" \ + --dir "$run_dir" \ + 2>/dev/null || true + done + + # Count how many token-usage.jsonl files we got + JSONL_COUNT=$(find "$ARTIFACT_DIR" -name "token-usage.jsonl" 2>/dev/null | wc -l) + echo "โœ… Downloaded ${JSONL_COUNT} token-usage.jsonl artifacts" + + # Merge all token-usage.jsonl files annotated with run_id + MERGED_FILE="/tmp/token-analyzer-claude/token-usage-merged.jsonl" + > "$MERGED_FILE" + find "$ARTIFACT_DIR" -name "token-usage.jsonl" | while read -r f; do + run_id=$(echo "$f" | grep -oP '(?<=/artifacts/)\d+(?=/)' || true) + while IFS= read -r line; do + if [ -n "$line" ]; then + echo "${line}" | jq --arg run_id "$run_id" '. + {run_id: $run_id}' >> "$MERGED_FILE" 2>/dev/null || true + fi + done < "$f" + done + + RECORD_COUNT=$(wc -l < "$MERGED_FILE" 2>/dev/null || echo 0) + echo "โœ… Merged ${RECORD_COUNT} token usage records" + +imports: + - shared/reporting.md +--- + +# Claude Token Usage Analyzer + +You are the Claude Token Usage Analyzer. Your job is to analyze Claude/Anthropic token consumption across all agentic workflows that ran in the past 24 hours and create a concise, actionable report issue with Anthropic-specific insights. + +## Current Context + +- **Repository**: ${{ github.repository }} +- **Analysis Date**: $(date -u +%Y-%m-%d) +- **Engine Filter**: Claude only +- **Window**: Last 24 hours + +## Data Sources + +Pre-downloaded data is available in `/tmp/token-analyzer-claude/`: + +- **`/tmp/token-analyzer-claude/claude-runs.json`** โ€” All Claude workflow runs from the last 24 hours (array of run objects with `workflowName`, `databaseId`, `tokenUsage`, `estimatedCost`, `turns`, `url`, `conclusion`, etc.) +- **`/tmp/token-analyzer-claude/token-usage-merged.jsonl`** โ€” Merged per-request token records from `firewall-audit-logs` artifacts, with fields: `model`, `provider`, `input_tokens`, `output_tokens`, `cache_read_tokens`, `cache_write_tokens`, `duration_ms`, `run_id` + +## Analysis Process + +### Phase 1: Parse Workflow Run Data + +Process `/tmp/token-analyzer-claude/claude-runs.json` to compute per-workflow statistics: + +```bash +jq -r '.[] | [.workflowName, .tokenUsage, .estimatedCost, .turns, .conclusion, .url, .databaseId] | @tsv' \ + /tmp/token-analyzer-claude/claude-runs.json +``` + +Compute for each workflow: +- **Total runs** and **successful runs** (conclusion == "success") +- **Total tokens** and **average tokens per run** +- **Total estimated cost** and **average cost per run** +- **Average turns per run** + +### Phase 2: Anthropic-Specific Token Analysis + +Process `/tmp/token-analyzer-claude/token-usage-merged.jsonl` for Claude-specific metrics. Anthropic pricing has unique characteristics: + +1. **Cache Read Tokens**: Billed at ~10% of input token rate โ€” high cache read rate is very beneficial +2. **Cache Write Tokens**: Billed at ~125% of input token rate โ€” one-time cost amortized over subsequent reads (5-minute TTL for short, longer for extended) +3. **Output Tokens**: Most expensive โ€” reducing verbosity has highest ROI + +Compute for each model (e.g., `claude-sonnet-4-5`, `claude-opus-4-5`): + +```bash +jq -r '[.model, .input_tokens, .output_tokens, .cache_read_tokens, .cache_write_tokens] | @tsv' \ + /tmp/token-analyzer-claude/token-usage-merged.jsonl 2>/dev/null +``` + +Calculate: +- **Cache write rate**: `cache_write / (input + cache_write)` โ€” how much is being cached +- **Cache read rate**: `cache_read / (input + cache_read)` โ€” how much is served from cache +- **Cache efficiency**: Are cache writes being amortized across enough reads? + - If `cache_read / cache_write < 2`, caching may not be saving money +- **Effective cost multiplier**: Estimate cost relative to no-caching baseline +- **Cache TTL guidance**: Short prompts (< 1024 tokens) are not cached; ensure system prompts are long enough + +### Phase 3: Identify Top Workflows and Anthropic-Specific Optimization Opportunities + +From the per-workflow statistics, identify: +1. **Top 5 most expensive workflows** by total estimated cost +2. **High output token ratio** (`output / (input + output) > 40%`) โ€” verbose agents +3. **Low cache efficiency** โ€” high cache writes but low cache reads (cache not being reused) +4. **No caching** โ€” workflows with 0 cache reads despite repeated execution + +### Phase 4: Create Report Issue + +Create an issue with the title format: `YYYY-MM-DD` (date only โ€” the prefix `๐Ÿ“Š Claude Token Usage Report:` is automatically added). + +#### Issue Body Structure + +```markdown +### Summary + +Analyzed **[N]** Claude workflow runs from **[DATE]** covering **[M]** unique workflows. +Total: **[TOTAL_TOKENS]** tokens (~**$[TOTAL_COST]**) across **[TOTAL_TURNS]** turns. + +### Top Workflows by Cost + +| Workflow | Runs | Total Tokens | Avg Tokens/Run | Est. Cost | Avg Turns | +|----------|------|--------------|----------------|-----------|-----------| +| [name] | [n] | [tokens] | [avg] | $[cost] | [turns] | +| ... | | | | | | + +### Anthropic Token Breakdown + +| Model | Input | Output | Cache Read | Cache Write | Cache Hit % | Cache Write Rate | +|-------|-------|--------|------------|-------------|-------------|------------------| +| [model] | [n] | [n] | [n] | [n] | [pct]% | [pct]% | + +> ๐Ÿ’ก Cache reads save ~90% vs input tokens. Cache writes cost ~125% but pay off after ~1.4x reads. + +_(Only shown when token-usage.jsonl artifacts are available)_ + +
+Cache Efficiency Analysis + +For each model with cache activity: +- **Cache read/write ratio**: [ratio] โ€” [assessment: excellent/good/poor] +- **Estimated savings vs no-cache**: ~[N] tokens (~$[cost]) +- **Recommendation**: [specific action if cache efficiency is poor] + +
+ +
+All Workflows (Full Statistics) + +| Workflow | Runs | Success Rate | Total Tokens | Total Cost | Avg Turns | Avg Cost/Run | +|----------|------|--------------|--------------|------------|-----------|--------------| +| [name] | [n] | [pct]% | [tokens] | $[cost] | [turns] | $[avg] | +| ... | | | | | | | + +
+ +### Optimization Opportunities + +1. **[Workflow]** โ€” [e.g., "cache write rate 0% โ€” static system prompt not meeting 1024-token minimum for caching"] +2. **[Workflow]** โ€” [e.g., "output tokens are 55% of total โ€” consider limiting response length in prompt"] +3. **[Workflow]** โ€” [e.g., "cache read/write ratio is 0.3 โ€” context changes too frequently for cache to be effective"] + +### References + +- Triggered by: [ยงRUN_ID](RUN_URL) +``` + +## Important Guidelines + +- **If no runs found**: Call `noop` with message explaining no Claude runs in the last 24 hours. +- **Anthropic pricing nuances**: Cache writes are expensive short-term but pay off quickly. Don't flag cache writes as waste unless read/write ratio is very low. +- **Cache TTL**: Claude's cache expires after 5 minutes by default. Workflows with > 5 min between turns may not benefit from caching. +- **Be precise**: Use exact numbers from the data. +- **Link runs**: Format run IDs as `[ยงID](URL)` for easy navigation. +- **One issue only**: The `max: 1` configuration ensures only one issue is created; older issues are auto-closed. + +**Important**: You MUST call a safe-output tool (`create-issue` or `noop`) at the end of your analysis. Failing to call any safe-output tool is the most common cause of workflow failures. + +```json +{"noop": {"message": "No action needed: [brief explanation]"}} +``` diff --git a/.github/workflows/copilot-token-optimizer.lock.yml b/.github/workflows/copilot-token-optimizer.lock.yml new file mode 100644 index 0000000000..7e83bdf372 --- /dev/null +++ b/.github/workflows/copilot-token-optimizer.lock.yml @@ -0,0 +1,1153 @@ +# ___ _ _ +# / _ \ | | (_) +# | |_| | __ _ ___ _ __ | |_ _ ___ +# | _ |/ _` |/ _ \ '_ \| __| |/ __| +# | | | | (_| | __/ | | | |_| | (__ +# \_| |_/\__, |\___|_| |_|\__|_|\___| +# __/ | +# _ _ |___/ +# | | | | / _| | +# | | | | ___ _ __ _ __| |_| | _____ ____ +# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___| +# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \ +# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/ +# +# This file was automatically generated by gh-aw. 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/ +# +# Analyzes the most expensive Copilot workflow identified by the token usage analyzer and creates an optimization issue with specific token-saving recommendations +# +# Resolved workflow manifest: +# Imports: +# - shared/reporting.md +# +# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"96191f76aa0a786c0af4277cc72d2c7a022760effb3e32c8ea9529d446d13ae2","strict":true,"agent_id":"copilot"} + +name: "Copilot Token Optimizer" +"on": + # skip-if-match: is:issue is:open in:title "โšก Copilot Token Optimization:" # Skip-if-match processed as search check in pre-activation job + workflow_dispatch: + inputs: + aw_context: + default: "" + 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: + - Copilot Token Usage Analyzer + +permissions: {} + +concurrency: + group: "gh-aw-${{ github.workflow }}" + +run-name: "Copilot Token Optimizer" + +jobs: + activation: + needs: pre_activation + # 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 + outputs: + comment_id: "" + comment_repo: "" + lockdown_check_failed: ${{ steps.generate_aw_info.outputs.lockdown_check_failed == 'true' }} + model: ${{ steps.generate_aw_info.outputs.model }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || 'auto' }} + GH_AW_INFO_VERSION: "latest" + GH_AW_INFO_AGENT_VERSION: "latest" + GH_AW_INFO_WORKFLOW_NAME: "Copilot Token Optimizer" + GH_AW_INFO_EXPERIMENTAL: "false" + GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true" + GH_AW_INFO_STAGED: "false" + GH_AW_INFO_ALLOWED_DOMAINS: '["defaults"]' + GH_AW_INFO_FIREWALL_ENABLED: "true" + GH_AW_INFO_AWF_VERSION: "v0.25.13" + GH_AW_INFO_AWMG_VERSION: "" + GH_AW_INFO_FIREWALL_TYPE: "squid" + GH_AW_COMPILED_STRICT: "true" + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_aw_info.cjs'); + await main(core, context); + - name: Checkout .github and .agents folders + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + sparse-checkout: | + .github + .agents + actions/setup + sparse-checkout-cone-mode: true + fetch-depth: 1 + - name: Check workflow file timestamps + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_WORKFLOW_FILE: "copilot-token-optimizer.lock.yml" + with: + script: | + const { setupGlobals } = require('${{ 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: 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_ENV_WORKFLOW_NAME: ${{ env.WORKFLOW_NAME }} + 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 }} + # poutine:ignore untrusted_checkout_exec + run: | + bash ${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh + { + cat << 'GH_AW_PROMPT_0a9f7546e40b4ae5_EOF' + + GH_AW_PROMPT_0a9f7546e40b4ae5_EOF + cat "${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 "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md" + cat << 'GH_AW_PROMPT_0a9f7546e40b4ae5_EOF' + + Tools: create_issue, missing_tool, missing_data, noop + + + The following GitHub context information is available for this workflow: + {{#if __GH_AW_GITHUB_ACTOR__ }} + - **actor**: __GH_AW_GITHUB_ACTOR__ + {{/if}} + {{#if __GH_AW_GITHUB_REPOSITORY__ }} + - **repository**: __GH_AW_GITHUB_REPOSITORY__ + {{/if}} + {{#if __GH_AW_GITHUB_WORKSPACE__ }} + - **workspace**: __GH_AW_GITHUB_WORKSPACE__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }} + - **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }} + - **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }} + - **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }} + - **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__ + {{/if}} + {{#if __GH_AW_GITHUB_RUN_ID__ }} + - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__ + {{/if}} + + + GH_AW_PROMPT_0a9f7546e40b4ae5_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md" + cat << 'GH_AW_PROMPT_0a9f7546e40b4ae5_EOF' + + {{#runtime-import .github/workflows/shared/reporting.md}} + {{#runtime-import .github/workflows/copilot-token-optimizer.md}} + GH_AW_PROMPT_0a9f7546e40b4ae5_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_ENV_WORKFLOW_NAME: ${{ env.WORKFLOW_NAME }} + GH_AW_GITHUB_REPOSITORY: ${{ github.repository }} + with: + script: | + const { setupGlobals } = require('${{ 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_ENV_WORKFLOW_NAME: ${{ env.WORKFLOW_NAME }} + 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: ${{ needs.pre_activation.outputs.activated }} + with: + script: | + const { setupGlobals } = require('${{ 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_ENV_WORKFLOW_NAME: process.env.GH_AW_ENV_WORKFLOW_NAME, + 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 + } + }); + - 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 ${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh + - name: Upload activation artifact + if: success() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: activation + path: | + /tmp/gh-aw/aw_info.json + /tmp/gh-aw/aw-prompts/prompt.txt + retention-days: 1 + + agent: + needs: activation + runs-on: ubuntu-latest + permissions: + actions: read + contents: read + copilot-requests: write + issues: read + pull-requests: read + concurrency: + group: "gh-aw-copilot-${{ 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' }} + effective_tokens: ${{ steps.parse-mcp-gateway.outputs.effective_tokens }} + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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 }} + - env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + name: Find and download artifacts from the most expensive Copilot workflow + run: "set -euo pipefail\nmkdir -p /tmp/token-optimizer\n\necho \"๐Ÿ“ฅ Loading Copilot workflow runs from last 24 hours...\"\n./gh-aw logs \\\n --engine copilot \\\n --start-date -1d \\\n --json \\\n -c 300 \\\n > /tmp/token-optimizer/copilot-runs.json 2>/dev/null || echo \"[]\" > /tmp/token-optimizer/copilot-runs.json\n\nRUN_COUNT=$(jq '. | length' /tmp/token-optimizer/copilot-runs.json 2>/dev/null || echo 0)\necho \"Found ${RUN_COUNT} Copilot runs\"\n\nif [ \"$RUN_COUNT\" -eq 0 ]; then\n echo \"No Copilot runs found, nothing to optimize\"\n exit 0\nfi\n\n# Find the most expensive workflow (by total tokens across all its runs)\necho \"๐Ÿ” Identifying most expensive workflow...\"\njq -r '\n group_by(.workflowName) |\n map({\n workflow: .[0].workflowName,\n total_tokens: (map(.tokenUsage) | add),\n total_cost: (map(.estimatedCost) | add),\n run_count: length,\n avg_tokens: ((map(.tokenUsage) | add) / length),\n run_ids: map(.databaseId),\n latest_run_id: (sort_by(.createdAt) | last | .databaseId),\n latest_run_url: (sort_by(.createdAt) | last | .url)\n }) |\n sort_by(.total_tokens) | reverse | .[0]\n' /tmp/token-optimizer/copilot-runs.json > /tmp/token-optimizer/top-workflow.json\n\nWORKFLOW_NAME=$(jq -r '.workflow' /tmp/token-optimizer/top-workflow.json)\nLATEST_RUN_ID=$(jq -r '.latest_run_id' /tmp/token-optimizer/top-workflow.json)\necho \"Most expensive workflow: $WORKFLOW_NAME (run: $LATEST_RUN_ID)\"\necho \"WORKFLOW_NAME=$WORKFLOW_NAME\" >> \"$GITHUB_ENV\"\n\n# Download the firewall-audit-logs artifact from the latest run of that workflow\nARTIFACT_DIR=\"/tmp/token-optimizer/artifacts\"\nmkdir -p \"$ARTIFACT_DIR\"\n\necho \"๐Ÿ“ฅ Downloading firewall-audit-logs from run $LATEST_RUN_ID...\"\ngh run download \"$LATEST_RUN_ID\" \\\n --repo \"$GITHUB_REPOSITORY\" \\\n --name \"firewall-audit-logs\" \\\n --dir \"$ARTIFACT_DIR\" \\\n 2>/dev/null || true\n\n# Also download agent artifacts (contains prompt and tool usage logs)\necho \"๐Ÿ“ฅ Downloading agent artifacts from run $LATEST_RUN_ID...\"\ngh run download \"$LATEST_RUN_ID\" \\\n --repo \"$GITHUB_REPOSITORY\" \\\n --name \"agent\" \\\n --dir \"$ARTIFACT_DIR/agent\" \\\n 2>/dev/null || true\n\n# Find token-usage.jsonl\nUSAGE_FILE=$(find \"$ARTIFACT_DIR\" -name \"token-usage.jsonl\" 2>/dev/null | head -1)\nif [ -n \"$USAGE_FILE\" ]; then\n echo \"Found token-usage.jsonl: $USAGE_FILE\"\n cp \"$USAGE_FILE\" /tmp/token-optimizer/token-usage.jsonl\n wc -l < /tmp/token-optimizer/token-usage.jsonl\nelse\n echo \"No token-usage.jsonl found in artifacts\"\n touch /tmp/token-optimizer/token-usage.jsonl\nfi\n\n# Find the workflow markdown source\nWORKFLOW_MD_NAME=$(echo \"$WORKFLOW_NAME\" | tr '[:upper:]' '[:lower:]' | tr ' ' '-')\nWORKFLOW_MD=\".github/workflows/${WORKFLOW_MD_NAME}.md\"\nif [ -f \"$WORKFLOW_MD\" ]; then\n echo \"Found workflow source: $WORKFLOW_MD\"\n cp \"$WORKFLOW_MD\" /tmp/token-optimizer/workflow-source.md\nelse\n echo \"Workflow source not found at $WORKFLOW_MD, searching...\"\n find .github/workflows -name \"*.md\" -exec grep -l \"^name: $WORKFLOW_NAME\" {} \\; 2>/dev/null | head -1 | while read -r f; do\n echo \"Found: $f\"\n cp \"$f\" /tmp/token-optimizer/workflow-source.md\n done\nfi\n\n# Extract declared tools from workflow source (if available)\nif [ -f /tmp/token-optimizer/workflow-source.md ]; then\n echo \"๐Ÿ“‹ Extracting declared tools from workflow source...\"\n # Extract tools section from frontmatter\n sed -n '/^---$/,/^---$/p' /tmp/token-optimizer/workflow-source.md | \\\n grep -A20 \"^tools:\" | head -30 > /tmp/token-optimizer/declared-tools.txt || true\n cat /tmp/token-optimizer/declared-tools.txt\nfi\n" + + - 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 v0.25.13 + - 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:0.25.13 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.13 ghcr.io/github/gh-aw-firewall/squid:0.25.13 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_0707fe296b3bb4c0_EOF' + {"create_issue":{"close_older_issues":true,"expires":168,"labels":["automated-analysis","token-optimization","copilot","cost-reduction"],"max":1,"title_prefix":"โšก Copilot Token Optimization: "},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"}} + GH_AW_SAFE_OUTPUTS_CONFIG_0707fe296b3bb4c0_EOF + - name: Write Safe Outputs Tools + run: | + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_49f16014f875196e_EOF' + { + "description_suffixes": { + "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"โšก Copilot Token Optimization: \". Labels [\"automated-analysis\" \"token-optimization\" \"copilot\" \"cost-reduction\"] will be automatically added." + }, + "repo_params": {}, + "dynamic_tools": [] + } + GH_AW_SAFE_OUTPUTS_TOOLS_META_49f16014f875196e_EOF + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_61d48624f7229232_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_61d48624f7229232_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: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + 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 + 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_1a30785b4c17e062_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_1a30785b4c17e062_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 ${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh + - name: Execute GitHub Copilot CLI + id: agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 30 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${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 api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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 0.25.13 --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: ${{ 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: dev + 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] + S2STOKENS: true + 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: 'GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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('${{ runner.temp }}/gh-aw/actions/parse_copilot_log.cjs'); + await main(); + - name: Parse MCP Gateway logs for step summary + if: always() + id: parse-mcp-gateway + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: "Copilot Token Optimizer" + GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }} + GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }} + 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(); + - 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: "Copilot Token Optimizer" + 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: "Copilot Token Optimizer" + 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_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: "30" + 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(); + + 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 + copilot-requests: write + outputs: + detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }} + detection_success: ${{ steps.detection_conclusion.outputs.success }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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:0.25.13 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.13 ghcr.io/github/gh-aw-firewall/squid:0.25.13 + - 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: "Copilot Token Optimizer" + WORKFLOW_DESCRIPTION: "Analyzes the most expensive Copilot workflow identified by the token usage analyzer and creates an optimization issue with specific token-saving recommendations" + 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 ${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh v0.25.13 + - name: Execute GitHub Copilot CLI + if: always() && steps.detection_guard.outputs.run_detection == 'true' + id: detection_agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 20 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${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 0.25.13 --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: ${{ 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: dev + 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] + S2STOKENS: true + 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 + permissions: + contents: read + outputs: + activated: ${{ steps.check_membership.outputs.is_team_member == 'true' && steps.check_skip_if_match.outputs.skip_check_ok == 'true' }} + matched_command: '' + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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('${{ runner.temp }}/gh-aw/actions/check_membership.cjs'); + await main(); + - name: Check skip-if-match query + id: check_skip_if_match + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_SKIP_QUERY: "is:issue is:open in:title \"โšก Copilot Token Optimization:\"" + GH_AW_WORKFLOW_NAME: "Copilot Token Optimizer" + GH_AW_SKIP_MAX_MATCHES: "1" + with: + script: | + const { setupGlobals } = require('${{ 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_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens }} + GH_AW_ENGINE_ID: "copilot" + GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }} + GH_AW_WORKFLOW_ID: "copilot-token-optimizer" + GH_AW_WORKFLOW_NAME: "Copilot Token Optimizer" + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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,\"expires\":168,\"labels\":[\"automated-analysis\",\"token-optimization\",\"copilot\",\"cost-reduction\"],\"max\":1,\"title_prefix\":\"โšก 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 0000000000..d1987d66e1 --- /dev/null +++ b/.github/workflows/copilot-token-optimizer.md @@ -0,0 +1,348 @@ +--- +name: Copilot Token Optimizer +description: Analyzes the most expensive Copilot workflow identified by the token usage analyzer and creates an optimization issue with specific token-saving recommendations +on: + workflow_run: + workflows: + - "Copilot Token Usage Analyzer" + types: + - completed + branches: + - main + workflow_dispatch: + skip-if-match: 'is:issue is:open in:title "โšก Copilot Token Optimization:"' + +permissions: + contents: read + actions: read + issues: read + pull-requests: read + +engine: copilot +features: + copilot-requests: true + +strict: true + +tools: + bash: + - "*" + github: + toolsets: [default, issues, actions, repos] + +safe-outputs: + create-issue: + title-prefix: "โšก Copilot Token Optimization: " + labels: [automated-analysis, token-optimization, copilot, cost-reduction] + expires: 7d + max: 1 + close-older-issues: true + noop: + +network: defaults + +timeout-minutes: 30 + +steps: + - name: Find and download artifacts from the most expensive Copilot workflow + env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + run: | + set -euo pipefail + mkdir -p /tmp/token-optimizer + + echo "๐Ÿ“ฅ Loading Copilot workflow runs from last 24 hours..." + ./gh-aw logs \ + --engine copilot \ + --start-date -1d \ + --json \ + -c 300 \ + > /tmp/token-optimizer/copilot-runs.json 2>/dev/null || echo "[]" > /tmp/token-optimizer/copilot-runs.json + + RUN_COUNT=$(jq '. | length' /tmp/token-optimizer/copilot-runs.json 2>/dev/null || echo 0) + echo "Found ${RUN_COUNT} Copilot runs" + + if [ "$RUN_COUNT" -eq 0 ]; then + echo "No Copilot runs found, nothing to optimize" + exit 0 + fi + + # Find the most expensive workflow (by total tokens across all its runs) + echo "๐Ÿ” Identifying most expensive workflow..." + jq -r ' + group_by(.workflowName) | + map({ + workflow: .[0].workflowName, + total_tokens: (map(.tokenUsage) | add), + total_cost: (map(.estimatedCost) | add), + run_count: length, + avg_tokens: ((map(.tokenUsage) | add) / length), + run_ids: map(.databaseId), + latest_run_id: (sort_by(.createdAt) | last | .databaseId), + latest_run_url: (sort_by(.createdAt) | last | .url) + }) | + sort_by(.total_tokens) | reverse | .[0] + ' /tmp/token-optimizer/copilot-runs.json > /tmp/token-optimizer/top-workflow.json + + WORKFLOW_NAME=$(jq -r '.workflow' /tmp/token-optimizer/top-workflow.json) + LATEST_RUN_ID=$(jq -r '.latest_run_id' /tmp/token-optimizer/top-workflow.json) + echo "Most expensive workflow: $WORKFLOW_NAME (run: $LATEST_RUN_ID)" + echo "WORKFLOW_NAME=$WORKFLOW_NAME" >> "$GITHUB_ENV" + + # Download the firewall-audit-logs artifact from the latest run of that workflow + ARTIFACT_DIR="/tmp/token-optimizer/artifacts" + mkdir -p "$ARTIFACT_DIR" + + echo "๐Ÿ“ฅ Downloading firewall-audit-logs from run $LATEST_RUN_ID..." + gh run download "$LATEST_RUN_ID" \ + --repo "$GITHUB_REPOSITORY" \ + --name "firewall-audit-logs" \ + --dir "$ARTIFACT_DIR" \ + 2>/dev/null || true + + # Also download agent artifacts (contains prompt and tool usage logs) + echo "๐Ÿ“ฅ Downloading agent artifacts from run $LATEST_RUN_ID..." + gh run download "$LATEST_RUN_ID" \ + --repo "$GITHUB_REPOSITORY" \ + --name "agent" \ + --dir "$ARTIFACT_DIR/agent" \ + 2>/dev/null || true + + # Find token-usage.jsonl + USAGE_FILE=$(find "$ARTIFACT_DIR" -name "token-usage.jsonl" 2>/dev/null | head -1) + if [ -n "$USAGE_FILE" ]; then + echo "Found token-usage.jsonl: $USAGE_FILE" + cp "$USAGE_FILE" /tmp/token-optimizer/token-usage.jsonl + wc -l < /tmp/token-optimizer/token-usage.jsonl + else + echo "No token-usage.jsonl found in artifacts" + touch /tmp/token-optimizer/token-usage.jsonl + fi + + # Find the workflow markdown source + WORKFLOW_MD_NAME=$(echo "$WORKFLOW_NAME" | tr '[:upper:]' '[:lower:]' | tr ' ' '-') + WORKFLOW_MD=".github/workflows/${WORKFLOW_MD_NAME}.md" + if [ -f "$WORKFLOW_MD" ]; then + echo "Found workflow source: $WORKFLOW_MD" + cp "$WORKFLOW_MD" /tmp/token-optimizer/workflow-source.md + else + echo "Workflow source not found at $WORKFLOW_MD, searching..." + find .github/workflows -name "*.md" -exec grep -l "^name: $WORKFLOW_NAME" {} \; 2>/dev/null | head -1 | while read -r f; do + echo "Found: $f" + cp "$f" /tmp/token-optimizer/workflow-source.md + done + fi + + # Extract declared tools from workflow source (if available) + if [ -f /tmp/token-optimizer/workflow-source.md ]; then + echo "๐Ÿ“‹ Extracting declared tools from workflow source..." + # Extract tools section from frontmatter + sed -n '/^---$/,/^---$/p' /tmp/token-optimizer/workflow-source.md | \ + grep -A20 "^tools:" | head -30 > /tmp/token-optimizer/declared-tools.txt || true + cat /tmp/token-optimizer/declared-tools.txt + fi + +imports: + - shared/reporting.md +--- + +# Copilot Token Optimizer + +You are the Copilot Token Optimizer. Your job is to analyze the most token-expensive Copilot workflow from the past 24 hours and create a targeted optimization issue with specific, actionable recommendations. + +## Current Context + +- **Repository**: ${{ github.repository }} +- **Analysis Date**: $(date -u +%Y-%m-%d) +- **Target Workflow**: ${{ env.WORKFLOW_NAME }} + +## Data Sources + +All data is in `/tmp/token-optimizer/`: + +- **`copilot-runs.json`** โ€” All Copilot runs from the last 24 hours +- **`top-workflow.json`** โ€” Statistics for the most expensive workflow +- **`token-usage.jsonl`** โ€” Per-request token records from the target workflow's last run (may be empty if artifact unavailable) +- **`workflow-source.md`** โ€” The workflow's markdown source (may not exist if not found) +- **`declared-tools.txt`** โ€” Tools declared in the workflow frontmatter +- **`artifacts/agent/`** โ€” Agent artifacts (prompt, MCP logs, agent-stdio.log) from the last run + +## Analysis Process + +### Phase 1: Load Workflow Statistics + +Read the top workflow data: + +```bash +cat /tmp/token-optimizer/top-workflow.json +``` + +Note: `avg_tokens` is the key metric. Very high `avg_tokens` means each run is expensive. + +### Phase 2: Analyze Token Usage Patterns + +If `token-usage.jsonl` is available (non-empty): + +```bash +# Per-model breakdown +awk '{ + if (match($0, /"model" *: *"([^"]*)"/, m)) model = m[1] + else model = "unknown" + if (match($0, /"input_tokens" *: *([0-9]+)/, m)) input = m[1]+0; else input = 0 + if (match($0, /"output_tokens" *: *([0-9]+)/, m)) output = m[1]+0; else output = 0 + if (match($0, /"cache_read_tokens" *: *([0-9]+)/, m)) cr = m[1]+0; else cr = 0 + models[model] = 1 + mi[model] += input; mo[model] += output; mcr[model] += cr; mc[model] += 1 +} +END { + for (m in models) + printf "Model: %s, Input: %d, Output: %d, CacheRead: %d, Requests: %d\n", + m, mi[m], mo[m], mcr[m], mc[m] +}' /tmp/token-optimizer/token-usage.jsonl +``` + +Look for: +- **High input tokens per request** โ†’ large context window being used +- **Low cache hit rate** โ†’ context is not being reused across turns +- **High request count** โ†’ many back-and-forth turns; consider `max-turns` limit + +### Phase 3: Analyze Declared vs. Used Tools + +Review the workflow source to understand which tools are declared: + +```bash +cat /tmp/token-optimizer/workflow-source.md +``` + +Then check agent logs for which tools were actually called: + +```bash +# Find MCP tool calls in agent logs +find /tmp/token-optimizer/artifacts/agent -name "*.log" 2>/dev/null | xargs grep -l "mcp__" 2>/dev/null | head -3 +grep -oh 'mcp__[a-z_]*__[a-z_]*' /tmp/token-optimizer/artifacts/agent/*.log 2>/dev/null | sort | uniq -c | sort -rn | head -30 +``` + +Compare: +- **Declared tools** (from frontmatter) vs **tools actually invoked** (from agent logs) +- Tools declared but never called are injected into the context window every turn, wasting tokens +- Each unused tool description typically costs ~500 tokens/turn + +### Phase 4: Identify Specific Optimization Opportunities + +Based on the data, identify opportunities from these categories: + +#### A. Unused Tool Exclusions +Tools declared in frontmatter but never invoked during the run. Removing these saves tokens every turn. + +Example finding: "GitHub `toolsets: [default, actions, repos]` declared but only `issues` MCP tools called โ€” exclude `actions` and `repos` toolsets to save ~500 tokens/turn" + +#### B. Context Window Reduction +If input tokens per request are very high (> 50k), the context window may be bloated by: +- Large file reads (suggest chunking or streaming) +- Verbose MCP responses (suggest pagination with smaller `perPage`) +- Long conversation history (suggest `max-turns` reduction) + +#### C. Turn Reduction +If request count per run is high (> 10 turns), consider: +- More specific prompt instructions to reduce back-and-forth +- Pre-computing data in `steps:` before the agent runs +- Using `strict: true` to fail fast on unexpected tool calls + +#### D. Prompt Optimization +- System prompt restructuring for better cache hit rate +- Removing verbose instructions that are rarely needed +- Using shared imports for common instructions instead of duplicating text + +### Phase 5: Create Optimization Issue + +Create an issue with the title: `[workflow-name] (avg [N]k tokens/run)` โ€” the prefix `โšก Copilot Token Optimization:` is automatically added. + +#### Issue Body Structure + +```markdown +### Target Workflow: [workflow-name] + +**Why this workflow?** Highest total token consumption in the last 24 hours. + +| Metric | Value | +|--------|-------| +| Runs (24h) | [N] | +| Avg tokens/run | [N]k | +| Total est. cost (24h) | $[X] | +| Avg turns/run | [N] | + +### Token Usage Breakdown + +_(from token-usage.jsonl โ€” if available)_ + +| Model | Input | Output | Cache Read | Cache Hit % | +|-------|-------|--------|------------|-------------| +| [model] | [n] | [n] | [n] | [pct]% | + +### Optimization Recommendations + +#### 1. [Highest Impact Recommendation] + +**Potential savings**: ~[N]k tokens/run (~$[X]/run ร— [N] runs/day = ~$[X]/day) + +**Current state**: [What the workflow currently does that's expensive] + +**Recommended change**: +```diff +- [current config/prompt line] ++ [optimized config/prompt line] +``` + +**Why this helps**: [Explanation] + +#### 2. [Second Recommendation] + +... + +
+Tool Usage Analysis + +**Declared tools** (from frontmatter): +[list from declared-tools.txt] + +**Tools actually invoked** (from agent logs): +[list from mcp call analysis] + +**Unused tools** (candidates for removal): +- `[toolset/tool]` โ€” never called, saves ~[N] tokens/turn if removed + +
+ +
+Raw Metrics + +[token-usage.jsonl summary] + +
+ +### Implementation Checklist + +- [ ] Apply recommended changes to `.github/workflows/[workflow-name].md` +- [ ] Run `make recompile` to regenerate the lock file +- [ ] Trigger a manual run via `workflow_dispatch` to verify +- [ ] Compare token usage in next analyzer report + +### References + +- [Last run of [workflow-name]](LATEST_RUN_URL) +- Analysis triggered by: [ยงRUN_ID](RUN_URL) +``` + +## Important Guidelines + +- **Be specific**: Name exact tools, exact token counts, exact cost estimates. +- **Prioritize by impact**: List the highest token-saving opportunity first. +- **Be conservative**: Only recommend removing tools you're confident are unused (verify from logs). +- **If no data**: If both `token-usage.jsonl` and agent logs are unavailable, base recommendations on workflow source analysis only, and note the limitation. +- **`noop` when appropriate**: If the workflow is already well-optimized (< 10k tokens/run average) or if you cannot find meaningful optimization opportunities, call `noop` instead of creating a low-value issue. + +**Important**: You MUST call a safe-output tool (`create-issue` or `noop`) at the end of your analysis. Failing to call any safe-output tool is the most common cause of workflow failures. + +```json +{"noop": {"message": "No action needed: [brief explanation]"}} +``` diff --git a/.github/workflows/copilot-token-usage-analyzer.lock.yml b/.github/workflows/copilot-token-usage-analyzer.lock.yml new file mode 100644 index 0000000000..02ed97bc7f --- /dev/null +++ b/.github/workflows/copilot-token-usage-analyzer.lock.yml @@ -0,0 +1,1091 @@ +# ___ _ _ +# / _ \ | | (_) +# | |_| | __ _ ___ _ __ | |_ _ ___ +# | _ |/ _` |/ _ \ '_ \| __| |/ __| +# | | | | (_| | __/ | | | |_| | (__ +# \_| |_/\__, |\___|_| |_|\__|_|\___| +# __/ | +# _ _ |___/ +# | | | | / _| | +# | | | | ___ _ __ _ __| |_| | _____ ____ +# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___| +# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \ +# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/ +# +# This file was automatically generated by gh-aw. 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 analysis of Copilot token consumption across all agentic workflows, creating a usage report issue with per-workflow statistics and optimization opportunities +# +# Resolved workflow manifest: +# Imports: +# - shared/reporting.md +# +# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"46171278f3dc67f1437018cfe94fdfc9f8a0b9f2fcc2483c1942df6deee7630b","strict":true,"agent_id":"copilot"} + +name: "Copilot Token Usage Analyzer" +"on": + schedule: + - cron: "46 8 * * 1-5" + # Friendly format: daily around 09:00 on weekdays (scattered) + 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: "Copilot Token Usage Analyzer" + +jobs: + activation: + 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 }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || 'auto' }} + GH_AW_INFO_VERSION: "latest" + GH_AW_INFO_AGENT_VERSION: "latest" + GH_AW_INFO_WORKFLOW_NAME: "Copilot Token Usage Analyzer" + GH_AW_INFO_EXPERIMENTAL: "false" + GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true" + GH_AW_INFO_STAGED: "false" + GH_AW_INFO_ALLOWED_DOMAINS: '["defaults"]' + GH_AW_INFO_FIREWALL_ENABLED: "true" + GH_AW_INFO_AWF_VERSION: "v0.25.13" + GH_AW_INFO_AWMG_VERSION: "" + GH_AW_INFO_FIREWALL_TYPE: "squid" + GH_AW_COMPILED_STRICT: "true" + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io); + const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_aw_info.cjs'); + await main(core, context); + - name: Checkout .github and .agents folders + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + sparse-checkout: | + .github + .agents + actions/setup + sparse-checkout-cone-mode: true + fetch-depth: 1 + - name: Check workflow file timestamps + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_WORKFLOW_FILE: "copilot-token-usage-analyzer.lock.yml" + with: + script: | + const { setupGlobals } = require('${{ 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: 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 }} + # poutine:ignore untrusted_checkout_exec + run: | + bash ${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh + { + cat << 'GH_AW_PROMPT_d08cedfdee49253a_EOF' + + GH_AW_PROMPT_d08cedfdee49253a_EOF + cat "${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 "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md" + cat << 'GH_AW_PROMPT_d08cedfdee49253a_EOF' + + Tools: create_issue, missing_tool, missing_data, noop + + + The following GitHub context information is available for this workflow: + {{#if __GH_AW_GITHUB_ACTOR__ }} + - **actor**: __GH_AW_GITHUB_ACTOR__ + {{/if}} + {{#if __GH_AW_GITHUB_REPOSITORY__ }} + - **repository**: __GH_AW_GITHUB_REPOSITORY__ + {{/if}} + {{#if __GH_AW_GITHUB_WORKSPACE__ }} + - **workspace**: __GH_AW_GITHUB_WORKSPACE__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }} + - **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }} + - **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }} + - **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ + {{/if}} + {{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }} + - **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__ + {{/if}} + {{#if __GH_AW_GITHUB_RUN_ID__ }} + - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__ + {{/if}} + + + GH_AW_PROMPT_d08cedfdee49253a_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md" + cat << 'GH_AW_PROMPT_d08cedfdee49253a_EOF' + + {{#runtime-import .github/workflows/shared/reporting.md}} + {{#runtime-import .github/workflows/copilot-token-usage-analyzer.md}} + GH_AW_PROMPT_d08cedfdee49253a_EOF + } > "$GH_AW_PROMPT" + - name: Interpolate variables and render templates + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + GH_AW_GITHUB_REPOSITORY: ${{ github.repository }} + with: + script: | + const { setupGlobals } = require('${{ 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: ${{ github.workspace }} + with: + script: | + const { setupGlobals } = require('${{ 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 + } + }); + - 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 ${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh + - name: Upload activation artifact + if: success() + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 + with: + name: activation + path: | + /tmp/gh-aw/aw_info.json + /tmp/gh-aw/aw-prompts/prompt.txt + retention-days: 1 + + agent: + needs: activation + runs-on: ubuntu-latest + permissions: + actions: read + contents: read + copilot-requests: write + issues: read + pull-requests: read + concurrency: + group: "gh-aw-copilot-${{ 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: copilottokenusageanalyzer + outputs: + checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }} + effective_tokens: ${{ steps.parse-mcp-gateway.outputs.effective_tokens }} + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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 }} + - env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + name: Download Copilot workflow runs (last 24h) + run: "set -euo pipefail\nmkdir -p /tmp/token-analyzer\n\necho \"๐Ÿ“ฅ Downloading Copilot workflow runs from last 24 hours...\"\n./gh-aw logs \\\n --engine copilot \\\n --start-date -1d \\\n --json \\\n -c 300 \\\n > /tmp/token-analyzer/copilot-runs.json 2>/dev/null || echo \"[]\" > /tmp/token-analyzer/copilot-runs.json\n\nRUN_COUNT=$(jq '. | length' /tmp/token-analyzer/copilot-runs.json 2>/dev/null || echo 0)\necho \"โœ… Found ${RUN_COUNT} Copilot workflow runs\"\n\n# Download token-usage.jsonl artifacts for per-model breakdown\n# We look for the firewall-audit-logs artifact which contains token-usage.jsonl\nARTIFACT_DIR=\"/tmp/token-analyzer/artifacts\"\nmkdir -p \"$ARTIFACT_DIR\"\n\necho \"๐Ÿ“ฅ Downloading token-usage.jsonl artifacts...\"\njq -r '.[].databaseId' /tmp/token-analyzer/copilot-runs.json 2>/dev/null | head -50 | while read -r run_id; do\n run_dir=\"$ARTIFACT_DIR/$run_id\"\n mkdir -p \"$run_dir\"\n gh run download \"$run_id\" \\\n --repo \"$GITHUB_REPOSITORY\" \\\n --name \"firewall-audit-logs\" \\\n --dir \"$run_dir\" \\\n 2>/dev/null || true\ndone\n\n# Count how many token-usage.jsonl files we got\nJSONL_COUNT=$(find \"$ARTIFACT_DIR\" -name \"token-usage.jsonl\" 2>/dev/null | wc -l)\necho \"โœ… Downloaded ${JSONL_COUNT} token-usage.jsonl artifacts\"\n\n# Merge all token-usage.jsonl files into a single aggregate file annotated with run_id\nMERGED_FILE=\"/tmp/token-analyzer/token-usage-merged.jsonl\"\n> \"$MERGED_FILE\"\nfind \"$ARTIFACT_DIR\" -name \"token-usage.jsonl\" | while read -r f; do\n run_id=$(echo \"$f\" | grep -oP '(?<=/artifacts/)\\d+(?=/)' || true)\n while IFS= read -r line; do\n if [ -n \"$line\" ]; then\n echo \"${line}\" | jq --arg run_id \"$run_id\" '. + {run_id: $run_id}' >> \"$MERGED_FILE\" 2>/dev/null || true\n fi\n done < \"$f\"\ndone\n\nRECORD_COUNT=$(wc -l < \"$MERGED_FILE\" 2>/dev/null || echo 0)\necho \"โœ… Merged ${RECORD_COUNT} token usage records\"\n" + + - 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 v0.25.13 + - 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:0.25.13 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.13 ghcr.io/github/gh-aw-firewall/squid:0.25.13 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_293a235c2f9a5fa9_EOF' + {"create_issue":{"close_older_issues":true,"expires":48,"labels":["automated-analysis","token-usage","copilot"],"max":1,"title_prefix":"๐Ÿ“Š Copilot Token Usage Report: "},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"}} + GH_AW_SAFE_OUTPUTS_CONFIG_293a235c2f9a5fa9_EOF + - name: Write Safe Outputs Tools + run: | + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_d3dffd4e21f58665_EOF' + { + "description_suffixes": { + "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"๐Ÿ“Š Copilot Token Usage Report: \". Labels [\"automated-analysis\" \"token-usage\" \"copilot\"] will be automatically added." + }, + "repo_params": {}, + "dynamic_tools": [] + } + GH_AW_SAFE_OUTPUTS_TOOLS_META_d3dffd4e21f58665_EOF + cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_6b22248bd524230b_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_6b22248bd524230b_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: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }} + 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 + 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_e4a79d5a48d4eb0e_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_e4a79d5a48d4eb0e_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 ${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh + - name: Execute GitHub Copilot CLI + id: agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 30 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${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 api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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 0.25.13 --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: ${{ 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: dev + 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] + S2STOKENS: true + 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: 'GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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('${{ runner.temp }}/gh-aw/actions/parse_copilot_log.cjs'); + await main(); + - name: Parse MCP Gateway logs for step summary + if: always() + id: parse-mcp-gateway + uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8 + with: + script: | + const { setupGlobals } = require('${{ 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-usage-analyzer" + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: "Copilot Token Usage Analyzer" + GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }} + GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }} + 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(); + - 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: "Copilot Token Usage Analyzer" + 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: "Copilot Token Usage Analyzer" + 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-usage-analyzer" + GH_AW_ENGINE_ID: "copilot" + 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: "30" + 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(); + + 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 + copilot-requests: write + outputs: + detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }} + detection_success: ${{ steps.detection_conclusion.outputs.success }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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:0.25.13 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.13 ghcr.io/github/gh-aw-firewall/squid:0.25.13 + - 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: "Copilot Token Usage Analyzer" + WORKFLOW_DESCRIPTION: "Daily analysis of Copilot token consumption across all agentic workflows, creating a usage report issue with per-workflow statistics and optimization opportunities" + 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 ${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh v0.25.13 + - name: Execute GitHub Copilot CLI + if: always() && steps.detection_guard.outputs.run_detection == 'true' + id: detection_agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 20 + run: | + set -o pipefail + touch /tmp/gh-aw/agent-step-summary.md + # shellcheck disable=SC1003 + sudo -E awf --container-workdir "${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 0.25.13 --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: ${{ 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: dev + 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] + S2STOKENS: true + 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('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs'); + await main(); + + safe_outputs: + needs: + - agent + - detection + if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success' + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + timeout-minutes: 15 + env: + GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/copilot-token-usage-analyzer" + GH_AW_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens }} + GH_AW_ENGINE_ID: "copilot" + GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }} + GH_AW_WORKFLOW_ID: "copilot-token-usage-analyzer" + GH_AW_WORKFLOW_NAME: "Copilot Token Usage Analyzer" + 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: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions + persist-credentials: false + - name: Setup Scripts + uses: ./actions/setup + 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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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,\"expires\":48,\"labels\":[\"automated-analysis\",\"token-usage\",\"copilot\"],\"max\":1,\"title_prefix\":\"๐Ÿ“Š Copilot Token Usage Report: \"},\"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-usage-analyzer.md b/.github/workflows/copilot-token-usage-analyzer.md new file mode 100644 index 0000000000..3819ad6c6a --- /dev/null +++ b/.github/workflows/copilot-token-usage-analyzer.md @@ -0,0 +1,216 @@ +--- +name: Copilot Token Usage Analyzer +description: Daily analysis of Copilot token consumption across all agentic workflows, creating a usage report issue with per-workflow statistics and optimization opportunities +on: + schedule: + - cron: "daily around 09:00 on weekdays" + workflow_dispatch: + +permissions: + contents: read + actions: read + issues: read + pull-requests: read + +engine: copilot +features: + copilot-requests: true + +tools: + bash: + - "*" + github: + toolsets: [default, issues, actions] + +safe-outputs: + create-issue: + title-prefix: "๐Ÿ“Š Copilot Token Usage Report: " + labels: [automated-analysis, token-usage, copilot] + expires: 2d + max: 1 + close-older-issues: true + noop: + +network: defaults + +timeout-minutes: 30 + +steps: + - name: Download Copilot workflow runs (last 24h) + env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + run: | + set -euo pipefail + mkdir -p /tmp/token-analyzer + + echo "๐Ÿ“ฅ Downloading Copilot workflow runs from last 24 hours..." + ./gh-aw logs \ + --engine copilot \ + --start-date -1d \ + --json \ + -c 300 \ + > /tmp/token-analyzer/copilot-runs.json 2>/dev/null || echo "[]" > /tmp/token-analyzer/copilot-runs.json + + RUN_COUNT=$(jq '. | length' /tmp/token-analyzer/copilot-runs.json 2>/dev/null || echo 0) + echo "โœ… Found ${RUN_COUNT} Copilot workflow runs" + + # Download token-usage.jsonl artifacts for per-model breakdown + # We look for the firewall-audit-logs artifact which contains token-usage.jsonl + ARTIFACT_DIR="/tmp/token-analyzer/artifacts" + mkdir -p "$ARTIFACT_DIR" + + echo "๐Ÿ“ฅ Downloading token-usage.jsonl artifacts..." + jq -r '.[].databaseId' /tmp/token-analyzer/copilot-runs.json 2>/dev/null | head -50 | while read -r run_id; do + run_dir="$ARTIFACT_DIR/$run_id" + mkdir -p "$run_dir" + gh run download "$run_id" \ + --repo "$GITHUB_REPOSITORY" \ + --name "firewall-audit-logs" \ + --dir "$run_dir" \ + 2>/dev/null || true + done + + # Count how many token-usage.jsonl files we got + JSONL_COUNT=$(find "$ARTIFACT_DIR" -name "token-usage.jsonl" 2>/dev/null | wc -l) + echo "โœ… Downloaded ${JSONL_COUNT} token-usage.jsonl artifacts" + + # Merge all token-usage.jsonl files into a single aggregate file annotated with run_id + MERGED_FILE="/tmp/token-analyzer/token-usage-merged.jsonl" + > "$MERGED_FILE" + find "$ARTIFACT_DIR" -name "token-usage.jsonl" | while read -r f; do + run_id=$(echo "$f" | grep -oP '(?<=/artifacts/)\d+(?=/)' || true) + while IFS= read -r line; do + if [ -n "$line" ]; then + echo "${line}" | jq --arg run_id "$run_id" '. + {run_id: $run_id}' >> "$MERGED_FILE" 2>/dev/null || true + fi + done < "$f" + done + + RECORD_COUNT=$(wc -l < "$MERGED_FILE" 2>/dev/null || echo 0) + echo "โœ… Merged ${RECORD_COUNT} token usage records" + +imports: + - shared/reporting.md +--- + +# Copilot Token Usage Analyzer + +You are the Copilot Token Usage Analyzer. Your job is to analyze Copilot token consumption across all agentic workflows that ran in the past 24 hours and create a concise, actionable report issue. + +## Current Context + +- **Repository**: ${{ github.repository }} +- **Analysis Date**: $(date -u +%Y-%m-%d) +- **Engine Filter**: Copilot only +- **Window**: Last 24 hours + +## Data Sources + +Pre-downloaded data is available in `/tmp/token-analyzer/`: + +- **`/tmp/token-analyzer/copilot-runs.json`** โ€” All Copilot workflow runs from the last 24 hours (array of run objects with `workflowName`, `databaseId`, `tokenUsage`, `estimatedCost`, `turns`, `url`, `conclusion`, etc.) +- **`/tmp/token-analyzer/token-usage-merged.jsonl`** โ€” Merged per-request token records from `firewall-audit-logs` artifacts, with fields: `model`, `provider`, `input_tokens`, `output_tokens`, `cache_read_tokens`, `cache_write_tokens`, `duration_ms`, `run_id` + +## Analysis Process + +### Phase 1: Parse Workflow Run Data + +Process `/tmp/token-analyzer/copilot-runs.json` to compute per-workflow statistics: + +```bash +jq -r '.[] | [.workflowName, .tokenUsage, .estimatedCost, .turns, .conclusion, .url, .databaseId] | @tsv' \ + /tmp/token-analyzer/copilot-runs.json +``` + +Compute for each workflow: +- **Total runs** and **successful runs** (conclusion == "success") +- **Total tokens** and **average tokens per run** +- **Total estimated cost** and **average cost per run** +- **Average turns per run** +- **Run IDs** for the most expensive runs (for artifact links) + +### Phase 2: Parse Token-Level Data (if available) + +Process `/tmp/token-analyzer/token-usage-merged.jsonl` for per-model breakdown: + +```bash +# Aggregate by model +jq -r '[.model, .input_tokens, .output_tokens, .cache_read_tokens, .cache_write_tokens] | @tsv' \ + /tmp/token-analyzer/token-usage-merged.jsonl 2>/dev/null | awk '...' +``` + +Compute for each model: +- **Total input tokens** (billed at full rate) +- **Total output tokens** (billed at full rate) +- **Total cache read tokens** (billed at reduced rate ~10%) +- **Cache hit rate**: `cache_read / (input + cache_read)` ร— 100% +- **Billable token equivalent**: approximate total considering cache discounts + +### Phase 3: Identify Top Workflows and Anomalies + +From the per-workflow statistics, identify: +1. **Top 5 most expensive workflows** by total estimated cost +2. **Highest token-per-turn ratio** (potential for optimization) +3. **Lowest cache hit rate** (may benefit from prompt restructuring) +4. **Highest run volume** (most frequent consumers) + +### Phase 4: Create Report Issue + +Create an issue with the title format: `YYYY-MM-DD` (date only โ€” the prefix `๐Ÿ“Š Copilot Token Usage Report:` is automatically added). + +#### Issue Body Structure + +```markdown +### Summary + +Analyzed **[N]** Copilot workflow runs from **[DATE]** covering **[M]** unique workflows. +Total: **[TOTAL_TOKENS]** tokens (~**$[TOTAL_COST]**) across **[TOTAL_TURNS]** turns. + +### Top Workflows by Cost + +| Workflow | Runs | Total Tokens | Avg Tokens/Run | Est. Cost | Avg Turns | +|----------|------|--------------|----------------|-----------|-----------| +| [name] | [n] | [tokens] | [avg] | $[cost] | [turns] | +| ... | | | | | | + +### Token Breakdown by Model + +| Model | Input Tokens | Output Tokens | Cache Read | Cache Hit % | Requests | +|-------|-------------|---------------|------------|-------------|----------| +| [model] | [n] | [n] | [n] | [pct]% | [n] | + +_(Only shown when token-usage.jsonl artifacts are available)_ + +
+All Workflows (Full Statistics) + +| Workflow | Runs | Success Rate | Total Tokens | Total Cost | Avg Turns | Avg Cost/Run | +|----------|------|--------------|--------------|------------|-----------|--------------| +| [name] | [n] | [pct]% | [tokens] | $[cost] | [turns] | $[avg] | +| ... | | | | | | | + +
+ +### Optimization Opportunities + +1. **[Workflow]** โ€” [specific observation, e.g., "avg 45k tokens/run with 0% cache hit rate โ€” consider restructuring prompt for better caching"] +2. **[Workflow]** โ€” [observation] + +### References + +- Triggered by: [ยงRUN_ID](RUN_URL) +``` + +## Important Guidelines + +- **If no runs found**: Call `noop` with message explaining no Copilot runs in the last 24 hours. +- **Be precise**: Use exact numbers from the data, not estimates. +- **Link runs**: Format run IDs as `[ยงID](URL)` for easy navigation. +- **One issue only**: The `max: 1` configuration ensures only one issue is created; older issues are auto-closed. +- **Use `noop` if needed**: If you cannot create a meaningful report (no data, parse errors), call `noop` with an explanation. + +**Important**: You MUST call a safe-output tool (`create-issue` or `noop`) at the end of your analysis. Failing to call any safe-output tool is the most common cause of workflow failures. + +```json +{"noop": {"message": "No action needed: [brief explanation]"}} +```