api-consumption-report.lock.yml

# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"535dbc172dafc42a094a366dd7fd2a87ee44129ddd5a1be9c920f2d612b95c92","body_hash":"0be0ada24c50a336db6e76d92646e9f0cb07ac46282f98dd7358efcd6f424f07","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.168"}}
# gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache/restore","sha":"27d5ce7f107fe9357f9df03efb73ab90386fccae","version":"v5.0.5"},{"repo":"actions/cache/save","sha":"27d5ce7f107fe9357f9df03efb73ab90386fccae","version":"v5.0.5"},{"repo":"actions/checkout","sha":"df4cb1c069e1874edd31b4311f1884172cec0e10","version":"v6.0.3"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-go","sha":"4a3601121dd01d1626a1e23e37211e3254c1c06c","version":"v6.4.0"},{"repo":"actions/setup-node","sha":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/setup-python","sha":"a309ff8b426b58ec0e2a45f0f869d46889d02405","version":"v6.2.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"f9f3042f7e2789586610d6e8b85c8f03e5195baf","version":"v7.2.0"},{"repo":"docker/setup-buildx-action","sha":"d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5","version":"v4.1.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.4","digest":"sha256:b268ebf37df2428b19efcb383f001d65dc6a5ec10af43feb886d1a8477ab0e3a","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.4@sha256:b268ebf37df2428b19efcb383f001d65dc6a5ec10af43feb886d1a8477ab0e3a"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.4","digest":"sha256:3ea0d12a2d124db8ed6e2d18aff040e30ab3568161f258a132fccdeede4198cd","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.4@sha256:3ea0d12a2d124db8ed6e2d18aff040e30ab3568161f258a132fccdeede4198cd"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.4","digest":"sha256:87979038897e40caed22245b64d1daa796390d2dca289b99d3d1174c85740af8","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.4@sha256:87979038897e40caed22245b64d1daa796390d2dca289b99d3d1174c85740af8"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.26","digest":"sha256:d3b03f54eee3a8176818c9a52087623e45b7f644a28814337fcc0838e2534490","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.3.26@sha256:d3b03f54eee3a8176818c9a52087623e45b7f644a28814337fcc0838e2534490"},{"image":"ghcr.io/github/github-mcp-server:v1.1.2","digest":"sha256:30197479d8036c7811892bc07e06f9a05c9ef3cdd79bc59f256d50647f95788c","pinned_image":"ghcr.io/github/github-mcp-server:v1.1.2@sha256:30197479d8036c7811892bc07e06f9a05c9ef3cdd79bc59f256d50647f95788c"}]}
# This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
#
#    ___                   _   _      
#   / _ \                 | | (_)     
#  | |_| | __ _  ___ _ __ | |_ _  ___ 
#  |  _  |/ _` |/ _ \ '_ \| __| |/ __|
#  | | | | (_| |  __/ | | | |_| | (__ 
#  \_| |_/\__, |\___|_| |_|\__|_|\___|
#          __/ |
#  _    _ |___/ 
# | |  | |                / _| |
# | |  | | ___ _ __ _  __| |_| | _____      ____
# | |/\| |/ _ \ '__| |/ /|  _| |/ _ \ \ /\ / / ___|
# \  /\  / (_) | | | | ( | | | | (_) \ V  V /\__ \
#  \/  \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
#
#
# 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 report on GitHub REST API consumption by agentic workflows — with trending charts and quota analysis
#
# Resolved workflow manifest:
#   Imports:
#     - ../skills/jqschema/SKILL.md
#     - shared/cache-memory-trending.md
#     - shared/daily-audit-discussion.md
#     - shared/otlp.md
#     - shared/reporting.md
#     - shared/daily-audit-base.md
#     - shared/trending-charts-simple.md
#     - shared/daily-audit-charts.md
#
# Secrets used:
#   - ANTHROPIC_API_KEY
#   - GH_AW_GITHUB_MCP_SERVER_TOKEN
#   - GH_AW_GITHUB_TOKEN
#   - GH_AW_OTEL_GRAFANA_AUTHORIZATION
#   - GH_AW_OTEL_GRAFANA_ENDPOINT
#   - GH_AW_OTEL_SENTRY_AUTHORIZATION
#   - GH_AW_OTEL_SENTRY_ENDPOINT
#   - GITHUB_TOKEN
#
# Custom actions used:
#   - actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
#   - actions/cache/save@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
#   - actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
#   - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
#   - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
#   - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
#   - actions/setup-go@4a3601121dd01d1626a1e23e37211e3254c1c06c # v6.4.0
#   - actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
#   - actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
#   - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
#   - docker/build-push-action@f9f3042f7e2789586610d6e8b85c8f03e5195baf # v7.2.0
#   - docker/setup-buildx-action@d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5 # v4.1.0
#
# Container images used:
#   - ghcr.io/github/gh-aw-firewall/agent:0.27.4@sha256:b268ebf37df2428b19efcb383f001d65dc6a5ec10af43feb886d1a8477ab0e3a
#   - ghcr.io/github/gh-aw-firewall/api-proxy:0.27.4@sha256:3ea0d12a2d124db8ed6e2d18aff040e30ab3568161f258a132fccdeede4198cd
#   - ghcr.io/github/gh-aw-firewall/squid:0.27.4@sha256:87979038897e40caed22245b64d1daa796390d2dca289b99d3d1174c85740af8
#   - ghcr.io/github/gh-aw-mcpg:v0.3.26@sha256:d3b03f54eee3a8176818c9a52087623e45b7f644a28814337fcc0838e2534490
#   - ghcr.io/github/github-mcp-server:v1.1.2@sha256:30197479d8036c7811892bc07e06f9a05c9ef3cdd79bc59f256d50647f95788c

name: "GitHub API Consumption Report Agent"
on:
  schedule:
  - cron: "41 10 * * *"
    # Friendly format: daily (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: "GitHub API Consumption Report Agent"

env:
  OTEL_EXPORTER_OTLP_ENDPOINT: ${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}
  OTEL_SERVICE_NAME: gh-aw.api-consumption-report
  OTEL_RESOURCE_ATTRIBUTES: 'gh-aw.workflow.name=GitHub API Consumption Report Agent,gh-aw.repository=${{ github.repository }},gh-aw.run.id=${{ github.run_id }},github.run_id=${{ github.run_id }},gh-aw.engine.id=claude'
  OTEL_EXPORTER_OTLP_HEADERS: x-sentry-auth=${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}
  GH_AW_OTLP_ALL_HEADERS: x-sentry-auth=${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }},Authorization=${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}
  GH_AW_OTLP_ENDPOINTS: '[{"url":"${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}","headers":"x-sentry-auth=${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}"},{"url":"${{ secrets.GH_AW_OTEL_GRAFANA_ENDPOINT }}","headers":"Authorization=${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}"}]'

jobs:
  activation:
    runs-on: ubuntu-slim
    permissions:
      actions: read
      contents: read
    env:
      GH_AW_MAX_DAILY_AI_CREDITS: "10000"
    outputs:
      comment_id: ""
      comment_repo: ""
      daily_ai_credits_exceeded: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_ai_credits_exceeded == 'true' }}
      daily_ai_credits_threshold: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_ai_credits_threshold || '' }}
      daily_ai_credits_total_effective_tokens: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_ai_credits_total_effective_tokens || '' }}
      engine_id: ${{ steps.generate_aw_info.outputs.engine_id }}
      lockdown_check_failed: ${{ steps.generate_aw_info.outputs.lockdown_check_failed == 'true' }}
      model: ${{ steps.generate_aw_info.outputs.model }}
      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
      setup-parent-span-id: ${{ steps.setup.outputs.parent-span-id || steps.setup.outputs.span-id }}
      setup-span-id: ${{ steps.setup.outputs.span-id }}
      setup-trace-id: ${{ steps.setup.outputs.trace-id }}
      stale_lock_file_failed: ${{ steps.check-lock-file.outputs.stale_lock_file_failed == 'true' }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          safe-output-artifact-client: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/api-consumption-report.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "2.1.168"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "claude"
      - name: Mask OTLP telemetry headers
        run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
      - name: Generate agentic run info
        id: generate_aw_info
        env:
          GH_AW_INFO_ENGINE_ID: "claude"
          GH_AW_INFO_ENGINE_NAME: "Claude Code"
          GH_AW_INFO_MODEL: ${{ vars.GH_AW_MODEL_AGENT_CLAUDE || vars.GH_AW_DEFAULT_MODEL_CLAUDE || 'agent' }}
          GH_AW_INFO_VERSION: "2.1.168"
          GH_AW_INFO_AGENT_VERSION: "2.1.168"
          GH_AW_INFO_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_INFO_EXPERIMENTAL: "false"
          GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true"
          GH_AW_INFO_STAGED: "false"
          GH_AW_INFO_ALLOWED_DOMAINS: '["*.grafana.net","*.sentry.io","defaults","python"]'
          GH_AW_INFO_FIREWALL_ENABLED: "true"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_AWMG_VERSION: ""
          GH_AW_INFO_FIREWALL_TYPE: "squid"
          GH_AW_INFO_FRONTMATTER_EMOJI: "📊"
          GH_AW_COMPILED_STRICT: "true"
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_aw_info.cjs');
            await main(core, context);
      - name: Restore daily AIC usage cache
        id: restore-daily-aic-cache
        if: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        continue-on-error: true
        uses: actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          key: agentic-workflow-usage-apiconsumptionreport-${{ github.run_id }}
          restore-keys: agentic-workflow-usage-apiconsumptionreport-
          path: /tmp/gh-aw/agentic-workflow-usage-cache.jsonl
      - name: Restore daily AIC usage cache (artifact fallback)
        id: restore-daily-aic-cache-fallback
        if: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_RESTORE_DAILY_AIC_CACHE_HIT: ${{ steps.restore-daily-aic-cache.outputs.cache-hit }}
          GH_AW_RESTORE_DAILY_AIC_CACHE_MATCHED_KEY: ${{ steps.restore-daily-aic-cache.outputs.cache-matched-key }}
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/restore_aic_usage_cache_fallback.cjs');
            await main();
      - name: Check daily workflow token guardrail
        id: daily-effective-workflow-guardrail
        if: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_WORKFLOW_ID: "api-consumption-report"
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
          GH_AW_WORKFLOW_DISPATCH_AW_CONTEXT: ${{ github.event.inputs.aw_context || '' }}
          GH_AW_HAS_SLASH_COMMAND: "false"
          GH_AW_HAS_LABEL_COMMAND: "false"
          GH_AW_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          GH_AW_MAX_DAILY_AI_CREDITS: "10000"
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/check_daily_aic_workflow_guardrail.cjs');
            await main();
      - name: Validate ANTHROPIC_API_KEY secret
        id: validate-secret
        run: bash "${RUNNER_TEMP}/gh-aw/actions/validate_multi_secret.sh" ANTHROPIC_API_KEY 'Claude Code' https://github.github.com/gh-aw/reference/engines/#anthropic-claude-code
        env:
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
      - name: Checkout .github and .agents folders
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          persist-credentials: false
          sparse-checkout: |
            .github
            .agents
            actions/setup
            .antigravity
            .claude
            .codex
            .crush
            .gemini
            .opencode
            .pi
          sparse-checkout-cone-mode: true
          fetch-depth: 1
      - name: Save agent config folders for base branch restoration
        env:
          GH_AW_AGENT_FOLDERS: ".agents .antigravity .claude .codex .crush .gemini .github .opencode .pi"
          GH_AW_AGENT_FILES: ".crush.json AGENTS.md ANTIGRAVITY.md CLAUDE.md GEMINI.md PI.md opencode.jsonc"
        # poutine:ignore untrusted_checkout_exec
        run: bash "${RUNNER_TEMP}/gh-aw/actions/save_base_github_folders.sh"
      - name: Check workflow lock file
        id: check-lock-file
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_WORKFLOW_FILE: "api-consumption-report.lock.yml"
          GH_AW_CONTEXT_WORKFLOW_REF: "${{ github.workflow_ref }}"
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            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_EXPR_1A3A194A: ${{ github.event.discussion.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'discussion' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
          GH_AW_EXPR_463A214A: ${{ github.event.pull_request.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'pull_request' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
          GH_AW_EXPR_802A9F6A: ${{ github.event.issue.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'issue' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
          GH_AW_EXPR_FF1D34CE: ${{ github.event.comment.id || fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').comment_id }}
          GH_AW_GITHUB_ACTOR: ${{ github.actor }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_SERVER_URL: ${{ github.server_url }}
          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_527036dcd0850626_EOF'
          <system>
          GH_AW_PROMPT_527036dcd0850626_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/cache_memory_prompt.md"
          cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
          cat << 'GH_AW_PROMPT_527036dcd0850626_EOF'
          <safe-output-tools>
          Tools: create_discussion, upload_asset(max:5), missing_tool, missing_data, noop
          
          upload_asset: provide a file path; returns a URL; assets are published after the workflow completes (safeoutputs).
          </safe-output-tools>
          GH_AW_PROMPT_527036dcd0850626_EOF
          cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
          cat << 'GH_AW_PROMPT_527036dcd0850626_EOF'
          <github-context>
          The following GitHub context information is available for this workflow:
          {{#if github.actor}}
          - **actor**: __GH_AW_GITHUB_ACTOR__
          {{/if}}
          {{#if github.repository}}
          - **repository**: __GH_AW_GITHUB_REPOSITORY__
          {{/if}}
          {{#if github.workspace}}
          - **workspace**: __GH_AW_GITHUB_WORKSPACE__
          {{/if}}
          {{#if github.event.issue.number || (github.aw.context.item_type == 'issue' && github.aw.context.item_number)}}
          - **issue-number**: #__GH_AW_EXPR_802A9F6A__
          {{/if}}
          {{#if github.event.discussion.number || (github.aw.context.item_type == 'discussion' && github.aw.context.item_number)}}
          - **discussion-number**: #__GH_AW_EXPR_1A3A194A__
          {{/if}}
          {{#if github.event.pull_request.number || (github.aw.context.item_type == 'pull_request' && github.aw.context.item_number)}}
          - **pull-request-number**: #__GH_AW_EXPR_463A214A__
          {{/if}}
          {{#if github.event.comment.id || github.aw.context.comment_id}}
          - **comment-id**: __GH_AW_EXPR_FF1D34CE__
          {{/if}}
          {{#if github.run_id}}
          - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__
          {{/if}}
          </github-context>
          
          GH_AW_PROMPT_527036dcd0850626_EOF
          cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md"
          cat << 'GH_AW_PROMPT_527036dcd0850626_EOF'
          </system>
          ## Cache-Memory Trending — Standard Pattern
          
          Use this section to manage the rolling JSONL history and calculate trends.
          
          ### File Conventions
          
          | Path | Purpose |
          |------|---------|
          | `/tmp/gh-aw/cache-memory/trending/api-consumption/history.jsonl` | One JSON object per line, each with a `date` field (YYYY-MM-DD) |
          | `/tmp/gh-aw/cache-memory/trending/api-consumption/metadata.json` | Tracking metadata (entry count, date range, retention policy) |
          
          Every history entry **must** include a `date` field in `YYYY-MM-DD` format. Use `recorded_at` (filesystem-safe, no colons: `YYYY-MM-DD-HH-MM-SS`) for traceability.
          
          ### Step T1 — Inspect Cache State and Choose Collection Window
          
          Before collecting data, check how many history entries already exist so you can choose between a full backfill and an incremental update:
          
          ```bash
          history_file="/tmp/gh-aw/cache-memory/trending/api-consumption/history.jsonl"
          entry_count=0
          if [ -f "$history_file" ]; then
            if ! entry_count=$(wc -l < "$history_file"); then
              echo "warning: unable to count existing history entries; defaulting to 0"
              entry_count=0
            fi
          fi
          echo "Existing history entries: $entry_count"
          ```
          
          Choose the collection window based on `entry_count`. After the merge in Step T3 there is one deduplicated row per calendar day, so `entry_count` is a reliable proxy for the number of days of history. 30 days is the minimum needed for stable 7-day and 30-day trend calculations:
          
          - **If `entry_count >= 30`** (history is already rich): collect only incremental data — target the last 1–2 days.
          - **If `entry_count < 30`** (first run, cache miss, or sparse history): run a one-time backfill — look back `90` days.
          
          Record which mode you used (`incremental` vs `backfill`) and include it in the report's cache status block.
          
          ### Step T2 — Validate Restored Cache
          
          After data collection, verify the cache state before updating the history:
          
          ```bash
          history_file="/tmp/gh-aw/cache-memory/trending/api-consumption/history.jsonl"
          if [ -f "$history_file" ] && [ -s "$history_file" ]; then
            entry_count=$(wc -l < "$history_file")
            echo "Cache restored from previous run: yes ($entry_count existing entries)"
          else
            echo "Cache restored from previous run: no (first run or empty cache)"
          fi
          ```
          
          ### Step T3 — Merge and Deduplicate History
          
          Apply last-write-wins deduplication by `date` key, sort ascending, then prune to the retention window.
          
          **Recommended Python implementation:**
          
          ```python
          import json
          from datetime import datetime, timedelta
          from pathlib import Path
          
          HISTORY_FILE = Path("/tmp/gh-aw/cache-memory/trending/api-consumption/history.jsonl")
          RETENTION_DAYS = 90
          
          def load_history(path: Path) -> list[dict]:
              """Load existing JSONL history, returning an empty list if file is absent.
          
              Lines that cannot be parsed as JSON (e.g. from an interrupted prior write)
              are skipped with a warning so subsequent runs can self-heal.
              """
              entries = []
              if path.exists():
                  with open(path) as f:
                      for row_index, raw in enumerate(f, start=1):
                          line = raw.strip()
                          if not line:
                              continue
                          try:
                              entries.append(json.loads(line))
                          except json.JSONDecodeError as exc:
                              print(f"warning: skipped malformed JSON at row_index={row_index}: {exc}")
              return entries
          
          def upsert_by_date(entries: list[dict]) -> list[dict]:
              """Deduplicate by date (last-write-wins), then sort ascending by date."""
              by_date: dict[str, dict] = {}
              for row_index, row in enumerate(entries, start=1):
                  day = row.get("date")
                  if day:
                      by_date[day] = row
                  else:
                      print(f"warning: skipped history row without 'date' at row_index={row_index}")
              return [by_date[d] for d in sorted(by_date.keys())]
          
          def apply_retention(entries: list[dict], retention_days: int) -> list[dict]:
              """Remove entries older than retention_days, keeping exactly retention_days calendar days.
          
              The cutoff is inclusive: entries whose date equals today minus (retention_days - 1) are kept,
              so a retention_days=90 policy retains exactly 90 days (today through 89 days ago).
              """
              cutoff = (datetime.utcnow().date() - timedelta(days=retention_days - 1)).isoformat()
              return [e for e in entries if e.get("date", "") >= cutoff]
          
          def save_history(path: Path, entries: list[dict]) -> None:
              """Write entries back as JSONL using an atomic rename to prevent corruption.
          
              Writes to a sibling `.tmp` file first, then replaces the target via os.replace()
              so an interrupted write never leaves a truncated history file.
              """
              import os
              path.parent.mkdir(parents=True, exist_ok=True)
              tmp_path = path.with_suffix(".tmp")
              with open(tmp_path, "w") as f:
                  for entry in entries:
                      f.write(json.dumps(entry) + "\n")
              os.replace(tmp_path, path)
          
          # --- Merge logic ---
          existing = load_history(HISTORY_FILE)
          
          merged = list(existing)
          if mode == "backfill":
              merged.extend(backfill_entries)  # backfill_entries: list of per-day dicts
          # Append today last so today's data always wins on same-date collisions.
          merged.append(today_summary)        # today_summary: dict with "date" field
          
          merged = upsert_by_date(merged)
          merged = apply_retention(merged, RETENTION_DAYS)
          save_history(HISTORY_FILE, merged)
          
          print(f"History updated: {len(merged)} entries retained")
          ```
          
          ### Step T4 — Write Metadata File
          
          After saving the merged history, update the companion metadata file:
          
          ```python
          import json
          from pathlib import Path
          
          METADATA_FILE = Path("/tmp/gh-aw/cache-memory/trending/api-consumption/metadata.json")
          
          metadata = {
              "workflow": "api-consumption",
              "started_tracking": merged[0]["date"] if merged else today_summary["date"],
              "last_updated": today_summary["date"],
              "data_points": len(merged),
              "retention_days": 90,
          }
          METADATA_FILE.parent.mkdir(parents=True, exist_ok=True)
          METADATA_FILE.write_text(json.dumps(metadata, indent=2) + "\n")
          ```
          
          ### Trend Calculation Helpers
          
          Use these helpers after loading the merged history into a Pandas DataFrame:
          
          ```python
          import pandas as pd
          import numpy as np
          
          df = pd.DataFrame(merged)
          df["date"] = pd.to_datetime(df["date"])
          df = df.sort_values("date").reset_index(drop=True)
          
          def rolling_avg(series: pd.Series, window: int) -> pd.Series:
              """Rolling mean with a minimum of 1 observation so early rows are never NaN."""
              return series.rolling(window=window, min_periods=1).mean()
          
          def pct_change_period(series: pd.Series, window: int) -> float | None:
              """Percent change between the last `window` days and the prior `window` days.
              Returns None when there is insufficient data."""
              if len(series) < window * 2:
                  return None
              recent = series.iloc[-window:].mean()
              prior = series.iloc[-(window * 2):-window].mean()
              if prior == 0:
                  return None
              return round((recent - prior) / prior * 100, 1)
          
          def detect_anomalies(series: pd.Series, z_threshold: float = 2.0) -> pd.Series:
              """Return a boolean Series marking entries more than z_threshold std devs from the mean."""
              mean = series.mean()
              std = series.std()
              if std == 0:
                  return pd.Series([False] * len(series), index=series.index)
              return ((series - mean) / std).abs() > z_threshold
          
          # Example: compute 7-day and 30-day rolling averages for a "value" column
          df["rolling_7d"] = rolling_avg(df["value"], 7)
          df["rolling_30d"] = rolling_avg(df["value"], 30)
          
          # Percent change vs. prior period
          trend_7d = pct_change_period(df["value"], 7)
          trend_30d = pct_change_period(df["value"], 30)
          
          # Anomaly flags
          df["is_anomaly"] = detect_anomalies(df["value"])
          
          # Trend direction label helper
          # Changes of more than ±5% are considered significant trends (↑/↓);
          # changes within ±5% are considered stable (→).
          def trend_label(pct: float | None) -> str:
              """Return an arrow-prefixed label for a percent-change value.
          
              Args:
                  pct: Percent change, or None when there is insufficient data.
              Returns:
                  A human-readable string such as '↑ +12.3%', '↓ -8.0%', or '→ +1.2%'.
              """
              if pct is None:
                  return "→ (insufficient data)"
              if pct > 5:
                  return f"↑ {pct:+.1f}%"
              if pct < -5:
                  return f"↓ {pct:+.1f}%"
              return f"→ {pct:+.1f}%"
          ```
          
          ### Cache Status Block
          
          Include this block in your report's output (discussion, issue, or step summary) to aid debugging and transparency:
          
          ```markdown
          <details>
          <summary>📦 Cache Memory Status</summary>
          
          - **Location**: `/tmp/gh-aw/cache-memory/trending/api-consumption/history.jsonl`
          - **Cache restored from previous run**: {yes (N entries) / no (first run)}
          - **Collection mode**: {incremental / backfill}
          - **Data points stored**: {data_points}
          - **Earliest entry**: {earliest_date}
          - **Retention policy**: 90 days
          
          </details>
          ```
          {{#runtime-import .github/skills/jqschema/SKILL.md}}
          {{#runtime-import .github/workflows/shared/otlp.md}}
          {{#runtime-import .github/workflows/shared/trending-charts-simple.md}}
          {{#runtime-import .github/workflows/shared/reporting.md}}
          {{#runtime-import .github/workflows/api-consumption-report.md}}
          GH_AW_PROMPT_527036dcd0850626_EOF
          } > "$GH_AW_PROMPT"
      - name: Interpolate variables and render templates
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_ENGINE_ID: "claude"
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_SERVER_URL: ${{ github.server_url }}
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/interpolate_prompt.cjs');
            await main();
      - name: Substitute placeholders
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_ALLOWED_EXTENSIONS: ''
          GH_AW_CACHE_DESCRIPTION: ''
          GH_AW_CACHE_DIR: '/tmp/gh-aw/cache-memory/'
          GH_AW_EXPR_1A3A194A: ${{ github.event.discussion.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'discussion' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
          GH_AW_EXPR_463A214A: ${{ github.event.pull_request.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'pull_request' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
          GH_AW_EXPR_802A9F6A: ${{ github.event.issue.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'issue' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
          GH_AW_EXPR_FF1D34CE: ${{ github.event.comment.id || fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').comment_id }}
          GH_AW_GITHUB_ACTOR: ${{ github.actor }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_SERVER_URL: ${{ github.server_url }}
          GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
          GH_AW_MCP_CLI_SERVERS_LIST: "- `agenticworkflows` — run `agenticworkflows --help` to see available tools\n- `safeoutputs` — run `safeoutputs --help` to see available tools"
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            
            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_ALLOWED_EXTENSIONS: process.env.GH_AW_ALLOWED_EXTENSIONS,
                GH_AW_CACHE_DESCRIPTION: process.env.GH_AW_CACHE_DESCRIPTION,
                GH_AW_CACHE_DIR: process.env.GH_AW_CACHE_DIR,
                GH_AW_EXPR_1A3A194A: process.env.GH_AW_EXPR_1A3A194A,
                GH_AW_EXPR_463A214A: process.env.GH_AW_EXPR_463A214A,
                GH_AW_EXPR_802A9F6A: process.env.GH_AW_EXPR_802A9F6A,
                GH_AW_EXPR_FF1D34CE: process.env.GH_AW_EXPR_FF1D34CE,
                GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR,
                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_SERVER_URL: process.env.GH_AW_GITHUB_SERVER_URL,
                GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE,
                GH_AW_MCP_CLI_SERVERS_LIST: process.env.GH_AW_MCP_CLI_SERVERS_LIST
              }
            });
      - 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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        with:
          name: activation
          include-hidden-files: true
          path: |
            /tmp/gh-aw/aw_info.json
            /tmp/gh-aw/models.json
            /tmp/gh-aw/aw-prompts/prompt.txt
            /tmp/gh-aw/aw-prompts/prompt-template.txt
            /tmp/gh-aw/aw-prompts/prompt-import-tree.json
            /tmp/gh-aw/github_rate_limits.jsonl
            /tmp/gh-aw/base
            /tmp/gh-aw/.claude/agents
            /tmp/gh-aw/.claude/skills
          if-no-files-found: ignore
          retention-days: 1

  agent:
    needs: activation
    if: needs.activation.outputs.daily_ai_credits_exceeded != 'true'
    runs-on: ubuntu-latest
    permissions:
      actions: read
      contents: read
      discussions: read
      issues: read
      pull-requests: read
    concurrency:
      group: "gh-aw-claude-${{ github.workflow }}"
      queue: max
    env:
      DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
      GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
      GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
      GH_AW_ASSETS_MAX_SIZE_KB: 10240
      GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
      GH_AW_PROJECT_UTC: "-08:00"
      GH_AW_WORKFLOW_ID_SANITIZED: apiconsumptionreport
    outputs:
      agentic_engine_timeout: ${{ steps.detect-agent-errors.outputs.agentic_engine_timeout || 'false' }}
      ai_credits_rate_limit_error: ${{ steps.parse-mcp-gateway.outputs.ai_credits_rate_limit_error || 'false' }}
      aic: ${{ steps.parse-mcp-gateway.outputs.aic }}
      ambient_context: ${{ steps.parse-mcp-gateway.outputs.ambient_context }}
      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-agent-errors.outputs.inference_access_error || 'false' }}
      mcp_policy_error: ${{ steps.detect-agent-errors.outputs.mcp_policy_error || 'false' }}
      model: ${{ needs.activation.outputs.model }}
      model_not_supported_error: ${{ steps.detect-agent-errors.outputs.model_not_supported_error || 'false' }}
      output: ${{ steps.collect_output.outputs.output }}
      output_types: ${{ steps.collect_output.outputs.output_types }}
      setup-parent-span-id: ${{ steps.setup.outputs.parent-span-id || steps.setup.outputs.span-id }}
      setup-span-id: ${{ steps.setup.outputs.span-id }}
      setup-trace-id: ${{ steps.setup.outputs.trace-id }}
      unknown_model_ai_credits: ${{ steps.parse-mcp-gateway.outputs.unknown_model_ai_credits || 'false' }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/api-consumption-report.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "2.1.168"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "claude"
      - name: Set runtime paths
        id: set-runtime-paths
        run: |
          {
            echo "GH_AW_SAFE_OUTPUTS=${RUNNER_TEMP}/gh-aw/safeoutputs/outputs.jsonl"
            echo "GH_AW_SAFE_OUTPUTS_CONFIG_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/config.json"
            echo "GH_AW_SAFE_OUTPUTS_TOOLS_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/tools.json"
          } >> "$GITHUB_OUTPUT"
      - name: Mask OTLP telemetry headers
        run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
      - name: Checkout repository
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          persist-credentials: false
      - name: Setup Go for CLI build
        uses: actions/setup-go@4a3601121dd01d1626a1e23e37211e3254c1c06c # v6.4.0
        with:
          go-version-file: go.mod
          cache: true
      - name: Build gh-aw CLI
        run: |
          echo "Building gh-aw CLI for linux/amd64..."
          mkdir -p dist
          VERSION=$(git describe --tags --always --dirty)
          CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build \
            -ldflags "-s -w -X main.version=${VERSION}" \
            -o dist/gh-aw-linux-amd64 \
            ./cmd/gh-aw
          # Copy binary to root for direct execution in user-defined steps
          cp dist/gh-aw-linux-amd64 ./gh-aw
          chmod +x ./gh-aw
          echo "✓ Built gh-aw CLI successfully"
      - name: Setup Docker Buildx
        uses: docker/setup-buildx-action@d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5 # v4.1.0
      - name: Build gh-aw Docker image
        uses: docker/build-push-action@f9f3042f7e2789586610d6e8b85c8f03e5195baf # v7.2.0
        with:
          context: .
          platforms: linux/amd64
          push: false
          load: true
          tags: localhost/gh-aw:dev
          build-args: |
            BINARY=dist/gh-aw-linux-amd64
      - name: Setup Python
        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
        with:
          python-version: '3.12'
      - name: Create gh-aw temp directory
        run: bash "${RUNNER_TEMP}/gh-aw/actions/create_gh_aw_tmp_dir.sh"
      - name: Configure gh CLI for GitHub Enterprise
        run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_gh_for_ghe.sh"
        env:
          GH_TOKEN: ${{ github.token }}
      - name: Setup Python environment
        run: "mkdir -p /tmp/gh-aw/python/{data,charts,artifacts}\n# Create a virtual environment for proper package isolation (avoids --break-system-packages)\nif [ ! -d /tmp/gh-aw/agent/venv ]; then\n  python3 -m venv /tmp/gh-aw/agent/venv\nfi\necho \"/tmp/gh-aw/agent/venv/bin\" >> \"$GITHUB_PATH\"\n/tmp/gh-aw/agent/venv/bin/pip install --quiet numpy pandas matplotlib seaborn scipy\n"
      - if: always()
        name: Upload source files and data
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        with:
          if-no-files-found: warn
          name: trending-source-and-data
          path: |
            /tmp/gh-aw/python/*.py
            /tmp/gh-aw/python/data/*
          retention-days: 30

      # Cache memory file share configuration from frontmatter processed below
      - name: Create cache-memory directory
        run: bash "${RUNNER_TEMP}/gh-aw/actions/create_cache_memory_dir.sh"
      - name: Restore cache-memory file share data
        uses: actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          key: memory-none-nopolicy-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-${{ github.run_id }}
          path: /tmp/gh-aw/cache-memory
          restore-keys: |
            memory-none-nopolicy-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-
      - name: Setup cache-memory git repository
        env:
          GH_AW_CACHE_DIR: /tmp/gh-aw/cache-memory
          GH_AW_MIN_INTEGRITY: none
        run: bash "${RUNNER_TEMP}/gh-aw/actions/setup_cache_memory_git.sh"
      - name: Configure Git credentials
        env:
          REPO_NAME: ${{ github.repository }}
          SERVER_URL: ${{ github.server_url }}
          GITHUB_TOKEN: ${{ github.token }}
        run: |
          git config --global user.email "github-actions[bot]@users.noreply.github.com"
          git config --global user.name "github-actions[bot]"
          git config --global am.keepcr true
          # Re-authenticate git with GitHub token
          SERVER_URL_STRIPPED="${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 || github.event_name == 'workflow_dispatch' && fromJSON(github.event.inputs.aw_context || '{}').item_type == 'pull_request'
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/checkout_pr_branch.cjs');
            await main();
      - name: Setup Node.js
        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
        with:
          node-version: '24'
          package-manager-cache: false
      - name: Install AWF binary
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.4
      - name: Install Claude Code CLI
        run: npm install -g @anthropic-ai/claude-code@2.1.168
      - name: Determine automatic lockdown mode for GitHub MCP Server
        id: determine-automatic-lockdown
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
        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 activation artifact
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: activation
          path: /tmp/gh-aw
      - name: Restore agent config folders from base branch
        if: steps.checkout-pr.outcome == 'success'
        env:
          GH_AW_AGENT_FOLDERS: ".agents .antigravity .claude .codex .crush .gemini .github .opencode .pi"
          GH_AW_AGENT_FILES: ".crush.json AGENTS.md ANTIGRAVITY.md CLAUDE.md GEMINI.md PI.md opencode.jsonc"
        run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_base_github_folders.sh"
      - name: Restore inline sub-agents from activation artifact
        env:
          GH_AW_SUB_AGENT_DIR: ".claude/agents"
          GH_AW_SUB_AGENT_EXT: ".md"
        run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_sub_agents.sh"
      - name: Restore inline skills from activation artifact
        env:
          GH_AW_SKILL_DIR: ".claude/skills"
        run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_skills.sh"
      - name: Download container images
        run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.27.4@sha256:b268ebf37df2428b19efcb383f001d65dc6a5ec10af43feb886d1a8477ab0e3a ghcr.io/github/gh-aw-firewall/api-proxy:0.27.4@sha256:3ea0d12a2d124db8ed6e2d18aff040e30ab3568161f258a132fccdeede4198cd ghcr.io/github/gh-aw-firewall/squid:0.27.4@sha256:87979038897e40caed22245b64d1daa796390d2dca289b99d3d1174c85740af8 ghcr.io/github/gh-aw-mcpg:v0.3.26@sha256:d3b03f54eee3a8176818c9a52087623e45b7f644a28814337fcc0838e2534490 ghcr.io/github/github-mcp-server:v1.1.2@sha256:30197479d8036c7811892bc07e06f9a05c9ef3cdd79bc59f256d50647f95788c
      - name: Build and install gh-aw CLI from source
        run: |
          gh extension remove aw || true
          make build
          gh extension install .
          gh aw version
        env:
          GH_TOKEN: ${{ github.token }}
      - name: Copy gh-aw binary for MCP server
        run: |
          gh aw --version
          # Copy the gh-aw binary to ${RUNNER_TEMP}/gh-aw for MCP server containerization
          mkdir -p "${RUNNER_TEMP}/gh-aw"
          GH_AW_BIN=""
          GH_AW_BIN=$(command -v gh-aw 2>/dev/null) || true
          if [ -z "$GH_AW_BIN" ]; then
            GH_AW_BIN=$(find "${HOME}/.local/share/gh/extensions/gh-aw" -name 'gh-aw' -type f 2>/dev/null | head -1) || true
          fi
          if [ -z "$GH_AW_BIN" ] && [ -n "${GH_CONFIG_DIR:-}" ]; then
            GH_AW_BIN=$(find "${GH_CONFIG_DIR}/extensions/gh-aw" -name 'gh-aw' -type f 2>/dev/null | head -1) || true
          fi
          if [ -z "$GH_AW_BIN" ] && [ -f "${GITHUB_WORKSPACE}/gh-aw" ]; then
            GH_AW_BIN="${GITHUB_WORKSPACE}/gh-aw"
          fi
          if [ -n "$GH_AW_BIN" ] && [ -f "$GH_AW_BIN" ]; then
            cp "$GH_AW_BIN" "${RUNNER_TEMP}/gh-aw/gh-aw"
            chmod +x "${RUNNER_TEMP}/gh-aw/gh-aw"
            echo "Copied gh-aw binary to ${RUNNER_TEMP}/gh-aw/gh-aw"
          else
            echo "::error::Failed to find gh-aw binary for MCP server"
            exit 1
          fi
      - name: Generate Safe Outputs Config
        env:
          GITHUB_WORKFLOW: ${{ github.workflow }}
        run: |
          mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs"
          mkdir -p /tmp/gh-aw/safeoutputs
          mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
          cat > "${RUNNER_TEMP}/gh-aw/safeoutputs/config.json" << 'GH_AW_SAFE_OUTPUTS_CONFIG_ef60f63a8fa7d7a9_EOF'
          {"create_discussion":{"category":"audits","close_older_discussions":true,"expires":72,"fallback_to_issue":true,"max":1,"title_prefix":"[api-consumption] "},"create_report_incomplete_issue":{},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"},"report_incomplete":{},"upload_asset":{"allowed-exts":[".png",".jpg",".jpeg",".svg"],"branch":"assets/${GITHUB_WORKFLOW}","max":5,"max-size":10240}}
          GH_AW_SAFE_OUTPUTS_CONFIG_ef60f63a8fa7d7a9_EOF
      - name: Generate Safe Outputs Tools
        env:
          GH_AW_TOOLS_META_JSON: |
            {
              "description_suffixes": {
                "create_discussion": " CONSTRAINTS: Maximum 1 discussion(s) can be created. Title will be prefixed with \"[api-consumption] \". Discussions will be created in category \"audits\".",
                "upload_asset": " CONSTRAINTS: Maximum 5 asset(s) can be uploaded. Maximum file size: 10240KB. Allowed file extensions: [.png .jpg .jpeg .svg]."
              },
              "repo_params": {},
              "dynamic_tools": []
            }
          GH_AW_VALIDATION_JSON: |
            {
              "create_discussion": {
                "defaultMax": 1,
                "fields": {
                  "body": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000,
                    "minLength": 64
                  },
                  "category": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 128
                  },
                  "repo": {
                    "type": "string",
                    "maxLength": 256
                  },
                  "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
                  }
                }
              },
              "report_incomplete": {
                "defaultMax": 5,
                "fields": {
                  "details": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000
                  },
                  "reason": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 1024
                  }
                }
              },
              "upload_asset": {
                "defaultMax": 10,
                "fields": {
                  "path": {
                    "required": true,
                    "type": "string"
                  }
                }
              }
            }
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_safe_outputs_tools.cjs');
            await main();
      - 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
          GITHUB_WORKFLOW: ${{ github.workflow }}
        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
          export GITHUB_WORKFLOW
          
          bash "${RUNNER_TEMP}/gh-aw/actions/start_safe_outputs_server.sh"
          
      - name: Start MCP Gateway
        id: start-mcp-gateway
        env:
          GH_AW_ASSETS_ALLOWED_EXTS: ${{ env.GH_AW_ASSETS_ALLOWED_EXTS }}
          GH_AW_ASSETS_BRANCH: ${{ env.GH_AW_ASSETS_BRANCH }}
          GH_AW_ASSETS_MAX_SIZE_KB: ${{ env.GH_AW_ASSETS_MAX_SIZE_KB }}
          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 }}
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
        run: |
          set -eo pipefail
          mkdir -p "${RUNNER_TEMP}/gh-aw/mcp-config"
          
          # Export gateway environment variables for MCP config and gateway script
          export MCP_GATEWAY_PORT="8080"
          export MCP_GATEWAY_DOMAIN="host.docker.internal"
          export MCP_GATEWAY_HOST_DOMAIN="localhost"
          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="claude"
          export GH_AW_MCP_CLI_SERVERS='["agenticworkflows","safeoutputs"]'
          MCP_GATEWAY_UID=$(id -u 2>/dev/null || echo '0')
          MCP_GATEWAY_GID=$(id -g 2>/dev/null || echo '0')
          case "${DOCKER_HOST:-}" in
            unix://* ) DOCKER_SOCK_PATH="${DOCKER_HOST#unix://}" ;;
            /* ) DOCKER_SOCK_PATH="$DOCKER_HOST" ;;
            * ) DOCKER_SOCK_PATH=/var/run/docker.sock ;;
          esac
          DOCKER_SOCK_GID=$(stat -c '%g' "$DOCKER_SOCK_PATH" 2>/dev/null || echo '0')
          export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host --add-host host.docker.internal:127.0.0.1 --user '"${MCP_GATEWAY_UID}"':'"${MCP_GATEWAY_GID}"' --group-add '"${DOCKER_SOCK_GID}"' -v '"${DOCKER_SOCK_PATH}"':/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DOCKER_HOST=unix:///var/run/docker.sock -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -e GITHUB_AW_OTEL_TRACE_ID -e GITHUB_AW_OTEL_PARENT_SPAN_ID -e OTEL_EXPORTER_OTLP_HEADERS -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.3.26'
          
          GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node)
          cat << GH_AW_MCP_CONFIG_709999574558ac33_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
          {
            "mcpServers": {
              "agenticworkflows": {
                "container": "localhost/gh-aw:dev",
                "mounts": ["\${GITHUB_WORKSPACE}:\${GITHUB_WORKSPACE}:rw", "/tmp/gh-aw:/tmp/gh-aw:rw"],
                "args": ["--network", "host", "-w", "\${GITHUB_WORKSPACE}"],
                "env": {
                  "DEBUG": "*",
                  "GITHUB_TOKEN": "$GITHUB_TOKEN",
                  "GITHUB_ACTOR": "$GITHUB_ACTOR",
                  "GITHUB_REPOSITORY": "$GITHUB_REPOSITORY"
                },
                "guard-policies": {
                  "write-sink": {
                    "accept": [
                      "*"
                    ]
                  }
                }
              },
              "github": {
                "container": "ghcr.io/github/github-mcp-server:v1.1.2",
                "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"
                },
                "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}",
              "opentelemetry": {
                "endpoint": "${OTEL_EXPORTER_OTLP_ENDPOINT}",
                "traceId": "${GITHUB_AW_OTEL_TRACE_ID}",
                "spanId": "${GITHUB_AW_OTEL_PARENT_SPAN_ID}"
              }
            }
          }
          GH_AW_MCP_CONFIG_709999574558ac33_EOF
      - name: Mount MCP servers as CLIs
        id: mount-mcp-clis
        continue-on-error: true
        env:
          MCP_GATEWAY_API_KEY: ${{ steps.start-mcp-gateway.outputs.gateway-api-key }}
          MCP_GATEWAY_DOMAIN: ${{ steps.start-mcp-gateway.outputs.gateway-domain }}
          MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/mount_mcp_as_cli.cjs');
            await main();
      - name: Clean credentials
        continue-on-error: true
        run: bash "${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh"
      - name: Audit pre-agent workspace
        id: pre_agent_audit
        continue-on-error: true
        run: bash "${RUNNER_TEMP}/gh-aw/actions/audit_pre_agent_workspace.sh"
      - name: Execute Claude Code CLI
        id: agentic_execution
        # Allowed tools (sorted):
        # - Bash
        # - BashOutput
        # - Edit
        # - Edit(/tmp/*)
        # - Edit(/tmp/gh-aw/agent/*)
        # - Edit(/tmp/gh-aw/cache-memory/*)
        # - ExitPlanMode
        # - Glob
        # - Grep
        # - KillBash
        # - LS
        # - MultiEdit
        # - MultiEdit(/tmp/*)
        # - MultiEdit(/tmp/gh-aw/agent/*)
        # - MultiEdit(/tmp/gh-aw/cache-memory/*)
        # - NotebookEdit
        # - NotebookRead
        # - Read
        # - Read(/tmp/*)
        # - Read(/tmp/gh-aw/agent/*)
        # - Read(/tmp/gh-aw/cache-memory/*)
        # - Task
        # - TodoWrite
        # - Write
        # - Write(/tmp/*)
        # - Write(/tmp/gh-aw/agent/*)
        # - Write(/tmp/gh-aw/cache-memory/*)
        # - mcp__agenticworkflows
        # - mcp__github__download_workflow_run_artifact
        # - mcp__github__get_code_scanning_alert
        # - mcp__github__get_commit
        # - mcp__github__get_dependabot_alert
        # - mcp__github__get_discussion
        # - mcp__github__get_discussion_comments
        # - mcp__github__get_file_contents
        # - mcp__github__get_job_logs
        # - mcp__github__get_label
        # - mcp__github__get_latest_release
        # - mcp__github__get_me
        # - mcp__github__get_notification_details
        # - mcp__github__get_pull_request
        # - mcp__github__get_pull_request_comments
        # - mcp__github__get_pull_request_diff
        # - mcp__github__get_pull_request_files
        # - mcp__github__get_pull_request_review_comments
        # - mcp__github__get_pull_request_reviews
        # - mcp__github__get_pull_request_status
        # - mcp__github__get_release_by_tag
        # - mcp__github__get_secret_scanning_alert
        # - mcp__github__get_tag
        # - mcp__github__get_workflow_run
        # - mcp__github__get_workflow_run_logs
        # - mcp__github__get_workflow_run_usage
        # - mcp__github__issue_read
        # - mcp__github__list_branches
        # - mcp__github__list_code_scanning_alerts
        # - mcp__github__list_commits
        # - mcp__github__list_dependabot_alerts
        # - mcp__github__list_discussion_categories
        # - mcp__github__list_discussions
        # - mcp__github__list_issue_types
        # - mcp__github__list_issues
        # - mcp__github__list_label
        # - mcp__github__list_notifications
        # - mcp__github__list_pull_requests
        # - mcp__github__list_releases
        # - mcp__github__list_secret_scanning_alerts
        # - mcp__github__list_starred_repositories
        # - mcp__github__list_tags
        # - mcp__github__list_workflow_jobs
        # - mcp__github__list_workflow_run_artifacts
        # - mcp__github__list_workflow_runs
        # - mcp__github__list_workflows
        # - mcp__github__pull_request_read
        # - mcp__github__search_code
        # - mcp__github__search_issues
        # - mcp__github__search_orgs
        # - mcp__github__search_pull_requests
        # - mcp__github__search_repositories
        # - mcp__github__search_users
        # - mcp__safeoutputs
        timeout-minutes: 45
        run: |
          set -o pipefail
          printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
          touch /tmp/gh-aw/agent-step-summary.md
          (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
          GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}"
          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.4/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"*.grafana.net\",\"*.pythonhosted.org\",\"*.sentry.io\",\"anaconda.org\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"binstar.org\",\"bootstrap.pypa.io\",\"cdn.playwright.dev\",\"codeload.github.com\",\"conda.anaconda.org\",\"conda.binstar.org\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"pip.pypa.io\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"pypi.python.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"repo.anaconda.com\",\"repo.continuum.io\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\",\"www.googleapis.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\"],\"computer-use\":[\"copilot/*computer-use*\",\"google/*computer-use*\",\"gemini/*computer-use*\",\"openai/*computer-use*\"],\"copilot\":[\"agent\"],\"deep-research\":[\"copilot/deep-research*\",\"copilot/o3-deep-research*\",\"copilot/o4-mini-deep-research*\",\"google/deep-research*\",\"gemini/deep-research*\",\"openai/o3-deep-research*\",\"openai/o4-mini-deep-research*\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3*flash*\",\"google/gemini-3*flash*\",\"gemini/gemini-3*flash*\"],\"gemini-3-pro\":[\"copilot/gemini-3*pro*\",\"google/gemini-3*pro*\",\"google/nano-banana*\",\"gemini/gemini-3*pro*\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1*flash*\",\"google/gemini-3.1*flash*\",\"gemini/gemini-3.1*flash*\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1*pro*\",\"google/gemini-3.1*pro*\",\"gemini/gemini-3.1*pro*\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5*flash*\",\"google/gemini-3.5*flash*\",\"gemini/gemini-3.5*flash*\"],\"gemini-flash\":[\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"],\"gemini-flash-lite\":[\"copilot/gemini-*flash*lite*\",\"google/gemini-*flash*lite*\",\"gemini/gemini-*flash*lite*\"],\"gemini-pro\":[\"copilot/gemini-*pro*\",\"google/gemini-*pro*\",\"gemini/gemini-*pro*\"],\"gemma\":[\"copilot/gemma*\",\"google/gemma*\",\"gemini/gemma*\"],\"gpt-5\":[\"copilot/gpt-5*\",\"openai/gpt-5*\"],\"gpt-5-codex\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\"],\"gpt-5-mini\":[\"copilot/gpt-5*mini*\",\"openai/gpt-5*mini*\"],\"gpt-5-nano\":[\"copilot/gpt-5*nano*\",\"openai/gpt-5*nano*\"],\"gpt-5-pro\":[\"copilot/gpt-5*pro*\",\"openai/gpt-5*pro*\"],\"gpt-5.2\":[\"copilot/gpt-5.2*\",\"openai/gpt-5.2*\"],\"gpt-5.3\":[\"copilot/gpt-5.3*\",\"openai/gpt-5.3*\"],\"gpt-5.4\":[\"copilot/gpt-5.4*\",\"openai/gpt-5.4*\"],\"gpt-5.5\":[\"copilot/gpt-5.5*\",\"openai/gpt-5.5*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"large\":[\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"reasoning\":[\"copilot/o1*\",\"copilot/o3*\",\"copilot/o4*\",\"openai/o1*\",\"openai/o3*\",\"openai/o4*\"],\"robotics\":[\"copilot/*robotics*\",\"google/*robotics*\",\"gemini/*robotics*\"],\"small\":[\"mini\"],\"small-agent\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash\"],\"sonnet\":[\"copilot/*sonnet*\",\"anthropic/*sonnet*\"],\"sonnet-6x\":[\"copilot/*sonnet-4.5*\",\"copilot/*sonnet-4.6*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"vision\":[\"copilot/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.27.4,squid=sha256:87979038897e40caed22245b64d1daa796390d2dca289b99d3d1174c85740af8,agent=sha256:b268ebf37df2428b19efcb383f001d65dc6a5ec10af43feb886d1a8477ab0e3a,api-proxy=sha256:3ea0d12a2d124db8ed6e2d18aff040e30ab3568161f258a132fccdeede4198cd,cli-proxy=sha256:72c378c029d2fad4684847ab44c329e526ac6b1a78cdf97656870ea11d201545\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
          cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
          export GH_AW_MODELS_JSON_PATH="/tmp/gh-aw/models.json"
          GH_AW_DOCKER_HOST=""
          if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
            GH_AW_DOCKER_HOST="${DOCKER_HOST}"
          fi
          GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS=""
          if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
            GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="--docker-host-path-prefix /tmp/gh-aw"
            python3 - <<'PY'
          import json,os,subprocess as sp
          from pathlib import Path
          try:
           p=Path(os.environ["RUNNER_TEMP"])/"gh-aw"/"awf-config.json"
           c=json.loads(p.read_text())
           c["chroot"]={"binariesSourcePath":"/tmp/gh-aw","identity":{"user":sp.check_output(["id","-un"],text=True).strip(),"uid":int(sp.check_output(["id","-u"],text=True)),"gid":int(sp.check_output(["id","-g"],text=True)),"home":"/tmp/gh-aw/home"}}
           out=json.dumps(c,separators=(",",":"),ensure_ascii=False)+"\n"
           p.write_text(out)
           Path("/tmp/gh-aw/awf-config.json").write_text(out)
          except Exception as e:
           raise SystemExit(f"chroot config patch failed: {e}") from e
          PY
          fi
          GH_AW_TOOL_CACHE_MOUNT=""
          GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:-/opt/hostedtoolcache}"
          if [ -d "$GH_AW_TOOL_CACHE" ]; then
            if [[ "$GH_AW_TOOL_CACHE" != /opt/* ]]; then
              GH_AW_TOOL_CACHE_MOUNT="$GH_AW_TOOL_CACHE:$GH_AW_TOOL_CACHE:ro"
            fi
          elif [ -d "/home/runner/work/_tool" ]; then
            GH_AW_TOOL_CACHE_MOUNT="/home/runner/work/_tool:/home/runner/work/_tool:ro"
          fi
          # shellcheck disable=SC1003
          sudo -E awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_TOOL_CACHE_MOUNT:+--mount "$GH_AW_TOOL_CACHE_MOUNT"} ${GH_AW_DOCKER_HOST:+--docker-host "$GH_AW_DOCKER_HOST"} ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --tty --env-all --exclude-env ANTHROPIC_API_KEY --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_API_KEY --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
            -- /bin/bash -c 'set +o histexpand; export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:-/opt/hostedtoolcache}"; export PATH="$(find "$GH_AW_TOOL_CACHE" /opt/hostedtoolcache /home/runner/work/_tool -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; GH_AW_NPM_GLOBAL_ROOT="$(npm root -g 2>/dev/null || true)"; if [ -n "$GH_AW_NPM_GLOBAL_ROOT" ]; then export NODE_PATH="${GH_AW_NPM_GLOBAL_ROOT}${NODE_PATH:+:${NODE_PATH}}"; fi; "$GH_AW_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --allowed-tools '\''Bash,BashOutput,Edit,Edit(/tmp/*),Edit(/tmp/gh-aw/agent/*),Edit(/tmp/gh-aw/cache-memory/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit,MultiEdit(/tmp/*),MultiEdit(/tmp/gh-aw/agent/*),MultiEdit(/tmp/gh-aw/cache-memory/*),NotebookEdit,NotebookRead,Read,Read(/tmp/*),Read(/tmp/gh-aw/agent/*),Read(/tmp/gh-aw/cache-memory/*),Task,TodoWrite,Write,Write(/tmp/*),Write(/tmp/gh-aw/agent/*),Write(/tmp/gh-aw/cache-memory/*),mcp__agenticworkflows,mcp__github__download_workflow_run_artifact,mcp__github__get_code_scanning_alert,mcp__github__get_commit,mcp__github__get_dependabot_alert,mcp__github__get_discussion,mcp__github__get_discussion_comments,mcp__github__get_file_contents,mcp__github__get_job_logs,mcp__github__get_label,mcp__github__get_latest_release,mcp__github__get_me,mcp__github__get_notification_details,mcp__github__get_pull_request,mcp__github__get_pull_request_comments,mcp__github__get_pull_request_diff,mcp__github__get_pull_request_files,mcp__github__get_pull_request_review_comments,mcp__github__get_pull_request_reviews,mcp__github__get_pull_request_status,mcp__github__get_release_by_tag,mcp__github__get_secret_scanning_alert,mcp__github__get_tag,mcp__github__get_workflow_run,mcp__github__get_workflow_run_logs,mcp__github__get_workflow_run_usage,mcp__github__issue_read,mcp__github__list_branches,mcp__github__list_code_scanning_alerts,mcp__github__list_commits,mcp__github__list_dependabot_alerts,mcp__github__list_discussion_categories,mcp__github__list_discussions,mcp__github__list_issue_types,mcp__github__list_issues,mcp__github__list_label,mcp__github__list_notifications,mcp__github__list_pull_requests,mcp__github__list_releases,mcp__github__list_secret_scanning_alerts,mcp__github__list_starred_repositories,mcp__github__list_tags,mcp__github__list_workflow_jobs,mcp__github__list_workflow_run_artifacts,mcp__github__list_workflow_runs,mcp__github__list_workflows,mcp__github__pull_request_read,mcp__github__search_code,mcp__github__search_issues,mcp__github__search_orgs,mcp__github__search_pull_requests,mcp__github__search_repositories,mcp__github__search_users,mcp__safeoutputs'\'' --debug-file /tmp/gh-aw/agent-stdio.log --verbose --permission-mode acceptEdits --output-format stream-json --mcp-config "${RUNNER_TEMP}/gh-aw/mcp-config/mcp-servers.json" --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_AGENT_CLAUDE:+ --model "$GH_AW_MODEL_AGENT_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
        env:
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
          BASH_DEFAULT_TIMEOUT_MS: 300000
          BASH_MAX_TIMEOUT_MS: 300000
          CLAUDE_CODE_DISABLE_FAST_MODE: 1
          DISABLE_BUG_COMMAND: 1
          DISABLE_ERROR_REPORTING: 1
          DISABLE_TELEMETRY: 1
          GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
          GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
          GH_AW_ASSETS_MAX_SIZE_KB: 10240
          GH_AW_MAX_TURNS: ${{ vars.GH_AW_DEFAULT_MAX_TURNS || '' }}
          GH_AW_MCP_CONFIG: ${{ runner.temp }}/gh-aw/mcp-config/mcp-servers.json
          GH_AW_MODEL_AGENT_CLAUDE: ${{ vars.GH_AW_MODEL_AGENT_CLAUDE || vars.GH_AW_DEFAULT_MODEL_CLAUDE || '' }}
          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_TOOL_TIMEOUT: 300
          GH_AW_VERSION: dev
          GITHUB_AW: true
          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]
          MCP_TIMEOUT: 120000
          MCP_TOOL_TIMEOUT: 300000
          RUNNER_TEMP: ${{ runner.temp }}
          TRACEPARENT: ${{ env.GITHUB_AW_OTEL_TRACE_ID != '' && env.GITHUB_AW_OTEL_PARENT_SPAN_ID != '' && format('00-{0}-{1}-01', env.GITHUB_AW_OTEL_TRACE_ID, env.GITHUB_AW_OTEL_PARENT_SPAN_ID) || '' }}
      - name: Detect agent errors
        if: always()
        id: detect-agent-errors
        continue-on-error: true
        run: node "${RUNNER_TEMP}/gh-aw/actions/detect_agent_errors.cjs"
      - name: Configure Git credentials
        env:
          REPO_NAME: ${{ github.repository }}
          SERVER_URL: ${{ github.server_url }}
          GITHUB_TOKEN: ${{ github.token }}
        run: |
          git config --global user.email "github-actions[bot]@users.noreply.github.com"
          git config --global user.name "github-actions[bot]"
          git config --global am.keepcr true
          # Re-authenticate git with GitHub token
          SERVER_URL_STRIPPED="${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: 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" "$GATEWAY_PID"
      - name: Redact secrets in logs
        if: always()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/redact_secrets.cjs');
            await main();
        env:
          GH_AW_SECRET_NAMES: 'ANTHROPIC_API_KEY,GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN'
          SECRET_ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
          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@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
          GH_AW_ALLOWED_DOMAINS: "*.githubusercontent.com,*.grafana.net,*.pythonhosted.org,*.sentry.io,anaconda.org,anthropic.com,api.anthropic.com,api.github.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,cdn.playwright.dev,codeload.github.com,conda.anaconda.org,conda.binstar.org,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,files.pythonhosted.org,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,lfs.github.com,objects.githubusercontent.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,playwright.download.prss.microsoft.com,ppa.launchpad.net,pypi.org,pypi.python.org,raw.githubusercontent.com,registry.npmjs.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,sentry.io,statsig.anthropic.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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/collect_ndjson_output.cjs');
            await main();
      - name: Parse agent logs for step summary
        if: always()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: /tmp/gh-aw/agent-stdio.log
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_claude_log.cjs');
            await main();
      - name: Parse MCP Gateway logs for step summary
        if: always()
        id: parse-mcp-gateway
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_mcp_gateway_log.cjs');
            await main();
      - name: Print firewall logs
        if: always()
        continue-on-error: true
        env:
          AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
        run: |
          # Fix permissions on firewall logs/audit dirs so they can be uploaded as artifacts
          # AWF runs with sudo, creating files owned by root
          sudo chmod -R a+rX /tmp/gh-aw/sandbox/firewall 2>/dev/null || true
          # Only run awf logs summary if awf command exists (it may not be installed if workflow failed before install step)
          if command -v awf &> /dev/null; then
            awf logs summary | tee -a "$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
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_token_usage.cjs');
            await main();
      - name: Print AWF reflect summary
        if: always()
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/awf_reflect_summary.cjs');
            await main();
      - name: Generate observability summary
        if: always()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_observability_summary.cjs');
            await main(core);
      - 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: Commit cache-memory changes
        if: always()
        env:
          GH_AW_CACHE_DIR: /tmp/gh-aw/cache-memory
        run: bash "${RUNNER_TEMP}/gh-aw/actions/commit_cache_memory_git.sh"
      - name: Check cache-memory git integrity
        if: always()
        continue-on-error: true
        env:
          GH_AW_CACHE_DIR: /tmp/gh-aw/cache-memory
        run: bash "${RUNNER_TEMP}/gh-aw/actions/check_cache_memory_git_integrity.sh"
      - name: Upload cache-memory data as artifact
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        if: always()
        with:
          name: cache-memory
          include-hidden-files: true
          path: /tmp/gh-aw/cache-memory
      # Upload safe-outputs assets for upload_assets job
      - name: Upload Safe Outputs Assets
        if: always()
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        with:
          name: safe-outputs-assets
          path: /tmp/gh-aw/safeoutputs/assets/
          retention-days: 1
          if-no-files-found: ignore
      - name: Upload agent artifacts
        if: always()
        continue-on-error: true
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        with:
          name: agent
          path: |
            /tmp/gh-aw/aw-prompts/prompt.txt
            /tmp/gh-aw/mcp-logs/
            /tmp/gh-aw/agent_usage.json
            /tmp/gh-aw/agent-stdio.log
            /tmp/gh-aw/pre-agent-audit.txt
            /tmp/gh-aw/agent/
            /tmp/gh-aw/github_rate_limits.jsonl
            /tmp/gh-aw/otel.jsonl
            /tmp/gh-aw/otlp-export-errors.jsonl
            /tmp/gh-aw/safeoutputs.jsonl
            /tmp/gh-aw/agent_output.json
            /tmp/gh-aw/aw-*.patch
            /tmp/gh-aw/aw-*.bundle
            /tmp/gh-aw/awf-config.json
            /tmp/gh-aw/sandbox/firewall/logs/
            /tmp/gh-aw/sandbox/firewall/audit/
            /tmp/gh-aw/sandbox/firewall/awf-reflect.json
          if-no-files-found: ignore

  conclusion:
    needs:
      - activation
      - agent
      - detection
      - safe_outputs
      - update_cache_memory
      - upload_assets
    if: >
      always() && (needs.agent.result != 'skipped' || needs.activation.outputs.lockdown_check_failed == 'true' ||
      needs.activation.outputs.stale_lock_file_failed == 'true' || needs.activation.outputs.daily_ai_credits_exceeded == 'true')
    runs-on: ubuntu-slim
    permissions:
      contents: read
      discussions: write
      issues: write
    concurrency:
      group: "gh-aw-conclusion-api-consumption-report"
      cancel-in-progress: false
      queue: max
    outputs:
      incomplete_count: ${{ steps.report_incomplete.outputs.incomplete_count }}
      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@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/api-consumption-report.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "2.1.168"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "claude"
      - 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" >> "$GITHUB_OUTPUT"
      - name: Collect usage artifact files
        if: always()
        continue-on-error: true
        run: |
          mkdir -p /tmp/gh-aw/usage/agent /tmp/gh-aw/usage/detection
          echo "Usage artifact source file status:"
          for file in /tmp/gh-aw/aw-info.jsonl /tmp/gh-aw/agent_usage.jsonl /tmp/gh-aw/detection_usage.jsonl /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/threat-detection/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/threat-detection/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/threat-detection/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl; do
            [ -f "$file" ] && echo "FOUND: $file" || echo "MISSING: $file"
          done
          [ -f /tmp/gh-aw/aw-info.jsonl ] && cp /tmp/gh-aw/aw-info.jsonl /tmp/gh-aw/usage/aw-info.jsonl || true
          [ -f /tmp/gh-aw/agent_usage.jsonl ] && cp /tmp/gh-aw/agent_usage.jsonl /tmp/gh-aw/usage/agent_usage.jsonl || true
          [ -f /tmp/gh-aw/detection_usage.jsonl ] && cp /tmp/gh-aw/detection_usage.jsonl /tmp/gh-aw/usage/detection_usage.jsonl || true
          [ -f /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/agent/token_usage.jsonl || true
          [ -f /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/agent/token_usage.jsonl || true
          [ -f /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/agent/token_usage.jsonl || true
          [ -f /tmp/gh-aw/threat-detection/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/threat-detection/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/detection/token_usage.jsonl || true
          [ -f /tmp/gh-aw/threat-detection/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/threat-detection/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/detection/token_usage.jsonl || true
          [ -f /tmp/gh-aw/threat-detection/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/threat-detection/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/detection/token_usage.jsonl || true
          [ -f /tmp/gh-aw/usage/agent/token_usage.jsonl ] || : > /tmp/gh-aw/usage/agent/token_usage.jsonl
          [ -f /tmp/gh-aw/usage/detection/token_usage.jsonl ] || : > /tmp/gh-aw/usage/detection/token_usage.jsonl
          find /tmp/gh-aw/usage -type f -print | sort
      - name: Upload usage artifact
        if: always()
        continue-on-error: true
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        with:
          name: usage
          path: |
            /tmp/gh-aw/usage/aw-info.jsonl
            /tmp/gh-aw/usage/agent_usage.jsonl
            /tmp/gh-aw/usage/detection_usage.jsonl
            /tmp/gh-aw/usage/agent/token_usage.jsonl
            /tmp/gh-aw/usage/detection/token_usage.jsonl
          if-no-files-found: ignore
      - name: Restore daily AIC usage cache
        id: restore-daily-aic-cache-conclusion
        if: always()
        continue-on-error: true
        uses: actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          key: agentic-workflow-usage-apiconsumptionreport-${{ github.run_id }}
          restore-keys: agentic-workflow-usage-apiconsumptionreport-
          path: /tmp/gh-aw/agentic-workflow-usage-cache.jsonl
      - name: Write daily AIC usage cache entry
        id: write-daily-aic-cache
        if: always()
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          github-token: ${{ github.token }}
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/write_daily_aic_usage_cache.cjs');
            await main();
      - name: Save daily AIC usage cache
        id: save-daily-aic-cache
        if: always()
        continue-on-error: true
        uses: actions/cache/save@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          key: agentic-workflow-usage-apiconsumptionreport-${{ github.run_id }}
          path: /tmp/gh-aw/agentic-workflow-usage-cache.jsonl
      - name: Upload daily AIC usage cache artifact
        id: upload-daily-aic-cache
        if: always()
        continue-on-error: true
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        with:
          name: aic-usage-cache
          path: /tmp/gh-aw/agentic-workflow-usage-cache.jsonl
          if-no-files-found: ignore
          retention-days: 7
      - name: Process no-op messages
        id: noop
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_NOOP_MAX: "1"
          GH_AW_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/api-consumption-report.md"
          GH_AW_TRACKER_ID: "api-consumption-report-daily"
          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"
          GH_AW_AIC: ${{ needs.agent.outputs.aic }}
          GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
          GH_AW_AMBIENT_CONTEXT: ${{ needs.agent.outputs.ambient_context }}
          GH_AW_WORKFLOW_ID: "api-consumption-report"
        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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/handle_noop_message.cjs');
            await main();
      - name: Log detection run
        id: detection_runs
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/api-consumption-report.md"
          GH_AW_TRACKER_ID: "api-consumption-report-daily"
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
          GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
          GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
        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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/handle_detection_runs.cjs');
            await main();
      - name: Record missing tool
        id: missing_tool
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_MISSING_TOOL_CREATE_ISSUE: "true"
          GH_AW_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/api-consumption-report.md"
          GH_AW_TRACKER_ID: "api-consumption-report-daily"
        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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/missing_tool.cjs');
            await main();
      - name: Record incomplete
        id: report_incomplete
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_REPORT_INCOMPLETE_CREATE_ISSUE: "true"
          GH_AW_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/api-consumption-report.md"
          GH_AW_TRACKER_ID: "api-consumption-report-daily"
        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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/report_incomplete_handler.cjs');
            await main();
      - name: Handle agent failure
        id: handle_agent_failure
        if: always()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/api-consumption-report.md"
          GH_AW_TRACKER_ID: "api-consumption-report-daily"
          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: "api-consumption-report"
          GH_AW_ACTION_FAILURE_ISSUE_EXPIRES_HOURS: "12"
          GH_AW_ENGINE_ID: "claude"
          GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.activation.outputs.secret_verification_result }}
          GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }}
          GH_AW_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens || '' }}
          GH_AW_AI_CREDITS_RATE_LIMIT_ERROR: ${{ needs.agent.outputs.ai_credits_rate_limit_error || 'false' }}
          GH_AW_UNKNOWN_MODEL_AI_CREDITS: ${{ needs.agent.outputs.unknown_model_ai_credits || 'false' }}
          GH_AW_AIC: ${{ needs.agent.outputs.aic }}
          GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
          GH_AW_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}
          GH_AW_INFERENCE_ACCESS_ERROR: ${{ needs.agent.outputs.inference_access_error }}
          GH_AW_MCP_POLICY_ERROR: ${{ needs.agent.outputs.mcp_policy_error }}
          GH_AW_AGENTIC_ENGINE_TIMEOUT: ${{ needs.agent.outputs.agentic_engine_timeout }}
          GH_AW_MODEL_NOT_SUPPORTED_ERROR: ${{ needs.agent.outputs.model_not_supported_error }}
          GH_AW_ENGINE_API_HOSTS: "api.anthropic.com"
          GH_AW_CREATE_DISCUSSION_ERRORS: ${{ needs.safe_outputs.outputs.create_discussion_errors }}
          GH_AW_CREATE_DISCUSSION_ERROR_COUNT: ${{ needs.safe_outputs.outputs.create_discussion_error_count }}
          GH_AW_LOCKDOWN_CHECK_FAILED: ${{ needs.activation.outputs.lockdown_check_failed }}
          GH_AW_STALE_LOCK_FILE_FAILED: ${{ needs.activation.outputs.stale_lock_file_failed }}
          GH_AW_DAILY_AI_CREDITS_EXCEEDED: ${{ needs.activation.outputs.daily_ai_credits_exceeded }}
          GH_AW_DAILY_AI_CREDITS_TOTAL_EFFECTIVE_TOKENS: ${{ needs.activation.outputs.daily_ai_credits_total_effective_tokens }}
          GH_AW_DAILY_AI_CREDITS_THRESHOLD: ${{ needs.activation.outputs.daily_ai_credits_threshold }}
          GH_AW_GROUP_REPORTS: "false"
          GH_AW_FAILURE_REPORT_AS_ISSUE: "true"
          GH_AW_MISSING_TOOL_REPORT_AS_FAILURE: "true"
          GH_AW_MISSING_DATA_REPORT_AS_FAILURE: "true"
          GH_AW_TIMEOUT_MINUTES: "45"
          GH_AW_CACHE_MEMORY_ENABLED: "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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/handle_agent_failure.cjs');
            await main();

  detection:
    needs:
      - activation
      - agent
    if: >
      always() && needs.agent.result != 'skipped' && (needs.agent.outputs.output_types != '' || needs.agent.outputs.has_patch == 'true')
    runs-on: ubuntu-latest
    permissions:
      contents: read
    outputs:
      aic: ${{ steps.parse_detection_token_usage.outputs.aic }}
      detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }}
      detection_reason: ${{ steps.detection_conclusion.outputs.reason }}
      detection_success: ${{ steps.detection_conclusion.outputs.success }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/api-consumption-report.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "2.1.168"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "claude"
      - 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" >> "$GITHUB_OUTPUT"
      - name: Checkout repository for patch context
        if: needs.agent.outputs.has_patch == 'true'
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          persist-credentials: false
      # --- Threat Detection ---
      - name: Clean stale firewall files from agent artifact
        run: |
          rm -rf /tmp/gh-aw/sandbox/firewall/logs
          rm -rf /tmp/gh-aw/sandbox/firewall/audit
      - name: Download container images
        run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.27.4@sha256:b268ebf37df2428b19efcb383f001d65dc6a5ec10af43feb886d1a8477ab0e3a ghcr.io/github/gh-aw-firewall/api-proxy:0.27.4@sha256:3ea0d12a2d124db8ed6e2d18aff040e30ab3568161f258a132fccdeede4198cd ghcr.io/github/gh-aw-firewall/squid:0.27.4@sha256:87979038897e40caed22245b64d1daa796390d2dca289b99d3d1174c85740af8
      - 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" >> "$GITHUB_OUTPUT"
            echo "Detection skipped: no agent outputs or patches to analyze"
          fi
      - name: Clear MCP Config for detection
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        run: |
          rm -f "${RUNNER_TEMP}/gh-aw/mcp-config/mcp-servers.json"
          rm -f "$HOME/.copilot/mcp-config.json"
          rm -f "$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
          rm -f /tmp/gh-aw/agent_usage.json
          cp /tmp/gh-aw/aw-prompts/prompt.txt /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt 2>/dev/null || true
          if [ ! -s /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt ]; then
            echo "::warning::ERR_VALIDATION: Missing or empty detection context prompt at /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt. Ensure the agent artifact includes /tmp/gh-aw/aw-prompts/prompt.txt. Detection will continue with fallback workflow context."
          fi
          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@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          WORKFLOW_DESCRIPTION: "Daily report on GitHub REST API consumption by agentic workflows — with trending charts and quota analysis"
          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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/setup_threat_detection.cjs');
            await main();
      - name: Ensure threat-detection directory and log
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        run: |
          mkdir -p /tmp/gh-aw/threat-detection
          touch /tmp/gh-aw/threat-detection/detection.log
      - name: Setup Node.js
        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
        with:
          node-version: '24'
          package-manager-cache: false
      - name: Install AWF binary
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.4
      - name: Install Claude Code CLI
        run: npm install -g @anthropic-ai/claude-code@2.1.168
      - name: Execute Claude Code CLI
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        continue-on-error: true
        id: detection_agentic_execution
        # Allowed tools (sorted):
        # - Bash
        # - BashOutput
        # - Edit(/tmp/*)
        # - ExitPlanMode
        # - Glob
        # - Grep
        # - KillBash
        # - LS
        # - MultiEdit(/tmp/*)
        # - NotebookRead
        # - Read
        # - Read(/tmp/*)
        # - Task
        # - TodoWrite
        # - Write(/tmp/*)
        timeout-minutes: 20
        run: |
          set -o pipefail
          printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
          touch /tmp/gh-aw/agent-step-summary.md
          (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
          GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_DETECTION_MAX_AI_CREDITS || '400' }}"
          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.4/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.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\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS}},\"container\":{\"imageTag\":\"0.27.4,squid=sha256:87979038897e40caed22245b64d1daa796390d2dca289b99d3d1174c85740af8,agent=sha256:b268ebf37df2428b19efcb383f001d65dc6a5ec10af43feb886d1a8477ab0e3a,api-proxy=sha256:3ea0d12a2d124db8ed6e2d18aff040e30ab3568161f258a132fccdeede4198cd,cli-proxy=sha256:72c378c029d2fad4684847ab44c329e526ac6b1a78cdf97656870ea11d201545\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
          cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
          export GH_AW_MODELS_JSON_PATH="/tmp/gh-aw/models.json"
          GH_AW_DOCKER_HOST=""
          if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
            GH_AW_DOCKER_HOST="${DOCKER_HOST}"
          fi
          GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS=""
          if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
            GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="--docker-host-path-prefix /tmp/gh-aw"
            python3 - <<'PY'
          import json,os,subprocess as sp
          from pathlib import Path
          try:
           p=Path(os.environ["RUNNER_TEMP"])/"gh-aw"/"awf-config.json"
           c=json.loads(p.read_text())
           c["chroot"]={"binariesSourcePath":"/tmp/gh-aw","identity":{"user":sp.check_output(["id","-un"],text=True).strip(),"uid":int(sp.check_output(["id","-u"],text=True)),"gid":int(sp.check_output(["id","-g"],text=True)),"home":"/tmp/gh-aw/home"}}
           out=json.dumps(c,separators=(",",":"),ensure_ascii=False)+"\n"
           p.write_text(out)
           Path("/tmp/gh-aw/awf-config.json").write_text(out)
          except Exception as e:
           raise SystemExit(f"chroot config patch failed: {e}") from e
          PY
          fi
          GH_AW_TOOL_CACHE_MOUNT=""
          GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:-/opt/hostedtoolcache}"
          if [ -d "$GH_AW_TOOL_CACHE" ]; then
            if [[ "$GH_AW_TOOL_CACHE" != /opt/* ]]; then
              GH_AW_TOOL_CACHE_MOUNT="$GH_AW_TOOL_CACHE:$GH_AW_TOOL_CACHE:ro"
            fi
          elif [ -d "/home/runner/work/_tool" ]; then
            GH_AW_TOOL_CACHE_MOUNT="/home/runner/work/_tool:/home/runner/work/_tool:ro"
          fi
          # shellcheck disable=SC1003
          sudo -E awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --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" ${GH_AW_TOOL_CACHE_MOUNT:+--mount "$GH_AW_TOOL_CACHE_MOUNT"} ${GH_AW_DOCKER_HOST:+--docker-host "$GH_AW_DOCKER_HOST"} ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --tty --env-all --exclude-env ANTHROPIC_API_KEY --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
            -- /bin/bash -c 'set +o histexpand; GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:-/opt/hostedtoolcache}"; export PATH="$(find "$GH_AW_TOOL_CACHE" /opt/hostedtoolcache /home/runner/work/_tool -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; GH_AW_NPM_GLOBAL_ROOT="$(npm root -g 2>/dev/null || true)"; if [ -n "$GH_AW_NPM_GLOBAL_ROOT" ]; then export NODE_PATH="${GH_AW_NPM_GLOBAL_ROOT}${NODE_PATH:+:${NODE_PATH}}"; fi; "$GH_AW_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --allowed-tools '\''Bash,BashOutput,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit(/tmp/*),NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write(/tmp/*)'\'' --debug-file /tmp/gh-aw/threat-detection/detection.log --verbose --permission-mode acceptEdits --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_DETECTION_CLAUDE:+ --model "$GH_AW_MODEL_DETECTION_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
        env:
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
          BASH_DEFAULT_TIMEOUT_MS: 60000
          BASH_MAX_TIMEOUT_MS: 60000
          CLAUDE_CODE_DISABLE_FAST_MODE: 1
          DISABLE_BUG_COMMAND: 1
          DISABLE_ERROR_REPORTING: 1
          DISABLE_TELEMETRY: 1
          GH_AW_MAX_TURNS: ${{ vars.GH_AW_DEFAULT_MAX_TURNS || '' }}
          GH_AW_MODEL_DETECTION_CLAUDE: ${{ vars.GH_AW_MODEL_DETECTION_CLAUDE || vars.GH_AW_DEFAULT_MODEL_CLAUDE || '' }}
          GH_AW_PHASE: detection
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_VERSION: dev
          GITHUB_AW: true
          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]
          MCP_TIMEOUT: 120000
          MCP_TOOL_TIMEOUT: 60000
          RUNNER_TEMP: ${{ runner.temp }}
          TRACEPARENT: ${{ env.GITHUB_AW_OTEL_TRACE_ID != '' && env.GITHUB_AW_OTEL_PARENT_SPAN_ID != '' && format('00-{0}-{1}-01', env.GITHUB_AW_OTEL_TRACE_ID, env.GITHUB_AW_OTEL_PARENT_SPAN_ID) || '' }}
      - name: Parse threat detection token usage for step summary
        id: parse_detection_token_usage
        if: always()
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_TOKEN_USAGE_SUMMARY_TITLE: Threat Detection Token Usage
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_token_usage.cjs');
            await main();
      - name: Upload threat detection log
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        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()
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
          DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
          GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
        with:
          script: |
            try {
              const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
              setupGlobals(core, github, context, exec, io, getOctokit);
              const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs');
              await main();
            } catch (loadErr) {
              const continueOnError = process.env.GH_AW_DETECTION_CONTINUE_ON_ERROR !== 'false';
              const detectionExecutionFailed = process.env.DETECTION_AGENTIC_EXECUTION_OUTCOME === 'failure';
              const msg = 'ERR_SYSTEM: \u274C Unexpected error loading threat detection module: ' + (loadErr && loadErr.message ? loadErr.message : String(loadErr));
              core.error(msg);
              core.setOutput('reason', 'parse_error');
              if (continueOnError && !detectionExecutionFailed) {
                core.warning('\u26A0\uFE0F ' + msg);
                core.setOutput('conclusion', 'warning');
                core.setOutput('success', 'false');
              } else {
                core.setOutput('conclusion', 'failure');
                core.setOutput('success', 'false');
                core.setFailed(msg);
              }
            }

  safe_outputs:
    needs:
      - activation
      - agent
      - detection
    if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success'
    runs-on: ubuntu-slim
    permissions:
      contents: read
      discussions: write
      issues: write
    timeout-minutes: 45
    env:
      GH_AW_AGENT_AIC: ${{ needs.agent.outputs.aic }}
      GH_AW_AIC: ${{ needs.agent.outputs.aic }}
      GH_AW_AMBIENT_CONTEXT: ${{ needs.agent.outputs.ambient_context }}
      GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/api-consumption-report"
      GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
      GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
      GH_AW_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens }}
      GH_AW_ENGINE_ID: "claude"
      GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
      GH_AW_PROJECT_UTC: "-08:00"
      GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
      GH_AW_TRACKER_ID: "api-consumption-report-daily"
      GH_AW_WORKFLOW_EMOJI: "📊"
      GH_AW_WORKFLOW_ID: "api-consumption-report"
      GH_AW_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
      GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/api-consumption-report.md"
    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 }}
      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@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/api-consumption-report.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "2.1.168"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "claude"
      - name: Mask OTLP telemetry headers
        run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
      - name: Download agent output artifact
        id: download-agent-output
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent
          path: /tmp/gh-aw/
      - name: Setup agent output environment variable
        id: setup-agent-output-env
        if: steps.download-agent-output.outcome == 'success'
        run: |
          mkdir -p /tmp/gh-aw/
          find "/tmp/gh-aw/" -type f -print
          echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
      - name: Configure GH_HOST for enterprise compatibility
        id: ghes-host-config
        shell: bash
        # zizmor: ignore[github-env] - GITHUB_SERVER_URL is set by GitHub Actions, not user input.
        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@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_COMMENT_ID: ${{ needs.activation.outputs.comment_id }}
          GH_AW_ALLOWED_DOMAINS: "*.githubusercontent.com,*.grafana.net,*.pythonhosted.org,*.sentry.io,anaconda.org,anthropic.com,api.anthropic.com,api.github.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,cdn.playwright.dev,codeload.github.com,conda.anaconda.org,conda.binstar.org,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,files.pythonhosted.org,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,lfs.github.com,objects.githubusercontent.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,playwright.download.prss.microsoft.com,ppa.launchpad.net,pypi.org,pypi.python.org,raw.githubusercontent.com,registry.npmjs.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,sentry.io,statsig.anthropic.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com"
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_API_URL: ${{ github.api_url }}
          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_discussion\":{\"category\":\"audits\",\"close_older_discussions\":true,\"expires\":72,\"fallback_to_issue\":true,\"max\":1,\"title_prefix\":\"[api-consumption] \"},\"create_report_incomplete_issue\":{},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"},\"report_incomplete\":{},\"upload_asset\":{\"allowed-exts\":[\".png\",\".jpg\",\".jpeg\",\".svg\"],\"branch\":\"assets/${{ github.workflow }}\",\"max\":5,\"max-size\":10240}}"
        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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/safe_output_handler_manager.cjs');
            await main();
      - name: Upload Safe Outputs Items
        if: always()
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        with:
          name: safe-outputs-items
          path: |
            /tmp/gh-aw/safe-output-items.jsonl
            /tmp/gh-aw/temporary-id-map.json
          if-no-files-found: ignore

  update_cache_memory:
    needs:
      - activation
      - agent
      - detection
    if: always() && needs.detection.result == 'success' && needs.agent.result == 'success'
    runs-on: ubuntu-slim
    permissions:
      contents: read
    env:
      GH_AW_WORKFLOW_ID_SANITIZED: apiconsumptionreport
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/api-consumption-report.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "2.1.168"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "claude"
      - name: Download cache-memory artifact (default)
        id: download_cache_default
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        continue-on-error: true
        with:
          name: cache-memory
          path: /tmp/gh-aw/cache-memory
      - name: Check if cache-memory folder has content (default)
        id: check_cache_default
        shell: bash
        run: |
          if [ -d "/tmp/gh-aw/cache-memory" ] && [ "$(ls -A /tmp/gh-aw/cache-memory 2>/dev/null)" ]; then
            echo "has_content=true" >> "$GITHUB_OUTPUT"
          else
            echo "has_content=false" >> "$GITHUB_OUTPUT"
          fi
      - name: Save cache-memory to cache (default)
        if: steps.check_cache_default.outputs.has_content == 'true'
        uses: actions/cache/save@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          key: memory-none-nopolicy-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-${{ github.run_id }}
          path: /tmp/gh-aw/cache-memory

  upload_assets:
    needs:
      - activation
      - agent
    if: (!cancelled()) && needs.agent.result != 'skipped' && contains(needs.agent.outputs.output_types, 'upload_asset')
    runs-on: ubuntu-slim
    permissions:
      contents: write
    timeout-minutes: 10
    outputs:
      branch_name: ${{ steps.upload_assets.outputs.branch_name }}
      published_count: ${{ steps.upload_assets.outputs.published_count }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/api-consumption-report.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "2.1.168"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "claude"
      - name: Checkout repository
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          persist-credentials: false
          fetch-depth: 0
      - name: Configure Git credentials
        env:
          REPO_NAME: ${{ github.repository }}
          SERVER_URL: ${{ github.server_url }}
          GITHUB_TOKEN: ${{ github.token }}
        run: |
          git config --global user.email "github-actions[bot]@users.noreply.github.com"
          git config --global user.name "github-actions[bot]"
          git config --global am.keepcr true
          # Re-authenticate git with GitHub token
          SERVER_URL_STRIPPED="${SERVER_URL#https://}"
          git remote set-url origin "https://x-access-token:${GITHUB_TOKEN}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
          echo "Git configured with standard GitHub Actions identity"
      - name: Download assets
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: safe-outputs-assets
          path: /tmp/gh-aw/safeoutputs/assets/
      - name: List downloaded asset files
        continue-on-error: true
        run: |
          echo "Downloaded asset files:"
          find /tmp/gh-aw/safeoutputs/assets/ -maxdepth 1 -ls
      - name: Download agent output artifact
        id: download-agent-output
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent
          path: /tmp/gh-aw/
      - name: Setup agent output environment variable
        id: setup-agent-output-env
        if: steps.download-agent-output.outcome == 'success'
        run: |
          mkdir -p /tmp/gh-aw/
          find "/tmp/gh-aw/" -type f -print
          echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
      - name: Push assets
        id: upload_assets
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
          GH_AW_ASSETS_MAX_SIZE_KB: 10240
          GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
          GH_AW_WORKFLOW_NAME: "GitHub API Consumption Report Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/api-consumption-report.md"
          GH_AW_TRACKER_ID: "api-consumption-report-daily"
          GH_AW_ENGINE_ID: "claude"
          GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
        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, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/upload_assets.cjs');
            await main();
      - name: Restore actions folder
        if: always()
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions/setup
          sparse-checkout-cone-mode: true
          persist-credentials: false