agentic-token-trend-audit.lock.yml

# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"86a8c9b341afaeccc91cdab64e18bb2550973504b41619f7153b519273a1cd00","body_hash":"c8777f131276a77cc15071e02c574da3ff42adb02a9632094e5623645339e245","strict":true,"agent_id":"copilot","engine_versions":{"copilot":"1.0.60"}}
# gh-aw-manifest: {"version":1,"secrets":["COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","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/
#
# On-demand AIC audit for a user-specified date range
#
# Secrets used:
#   - COPILOT_GITHUB_TOKEN
#   - GH_AW_GITHUB_MCP_SERVER_TOKEN
#   - GH_AW_GITHUB_TOKEN
#   - 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: "On-Demand Agentic Workflow AIC Trend Audit"
on:
  workflow_dispatch:
    inputs:
      aw_context:
        default: ""
        description: "Agent caller context (used internally by Agentic Workflows)."
        required: false
        type: string
      date_range:
        default: -30d..-0d
        description: "Date range for logs (format: <start>..<end>, where each side is YYYY-MM-DD or a delta like -30d; e.g. 2026-05-01..2026-05-31 or -30d..-0d)"
        required: true
        type: string

permissions: {}

concurrency:
  group: "gh-aw-${{ github.workflow }}"

run-name: "On-Demand Agentic Workflow AIC Trend Audit"

jobs:
  activation:
    runs-on: ubuntu-slim
    permissions:
      actions: read
      contents: read
    env:
      GH_AW_MAX_DAILY_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_DAILY_AI_CREDITS || '5000' }}
    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: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.60"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - name: Generate agentic run info
        id: generate_aw_info
        env:
          GH_AW_INFO_ENGINE_ID: "copilot"
          GH_AW_INFO_ENGINE_NAME: "GitHub Copilot CLI"
          GH_AW_INFO_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || vars.GH_AW_DEFAULT_MODEL_COPILOT || 'claude-sonnet-4.6' }}
          GH_AW_INFO_VERSION: "1.0.60"
          GH_AW_INFO_AGENT_VERSION: "1.0.60"
          GH_AW_INFO_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_INFO_EXPERIMENTAL: "false"
          GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true"
          GH_AW_INFO_STAGED: "false"
          GH_AW_INFO_ALLOWED_DOMAINS: '["defaults","python"]'
          GH_AW_INFO_FIREWALL_ENABLED: "true"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_AWMG_VERSION: ""
          GH_AW_INFO_FIREWALL_TYPE: "squid"
          GH_AW_COMPILED_STRICT: "true"
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ 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: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        continue-on-error: true
        uses: actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          key: agentic-workflow-usage-agentictokentrendaudit-${{ github.run_id }}
          restore-keys: agentic-workflow-usage-agentictokentrendaudit-
          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: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_WORKFLOW_ID: "agentic-token-trend-audit"
          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: ${{ vars.GH_AW_DEFAULT_MAX_DAILY_AI_CREDITS || '5000' }}
        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('${{ runner.temp }}/gh-aw/actions/check_daily_aic_workflow_guardrail.cjs');
            await main();
      - name: Validate COPILOT_GITHUB_TOKEN secret
        id: validate-secret
        run: bash "${RUNNER_TEMP}/gh-aw/actions/validate_multi_secret.sh" COPILOT_GITHUB_TOKEN 'GitHub Copilot CLI' https://github.github.com/gh-aw/reference/engines/#github-copilot-default
        env:
          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
      - name: Checkout .github and .agents folders
        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
        with:
          persist-credentials: false
          sparse-checkout: |
            .github
            .agents
            actions/setup
            .antigravity
            .claude
            .codex
            .crush
            .gemini
            .opencode
            .pi
          sparse-checkout-cone-mode: true
          fetch-depth: 1
      - name: Save agent config folders for base branch restoration
        env:
          GH_AW_AGENT_FOLDERS: ".agents .antigravity .claude .codex .crush .gemini .github .opencode .pi"
          GH_AW_AGENT_FILES: ".crush.json AGENTS.md ANTIGRAVITY.md CLAUDE.md GEMINI.md PI.md opencode.jsonc"
        # poutine:ignore untrusted_checkout_exec
        run: bash "${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: "agentic-token-trend-audit.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_EVENT_INPUTS_DATE_RANGE: ${{ github.event.inputs.date_range }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
        # poutine:ignore untrusted_checkout_exec
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh"
          {
          cat << 'GH_AW_PROMPT_2a412ec1b6438bca_EOF'
          <system>
          GH_AW_PROMPT_2a412ec1b6438bca_EOF
          cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md"
          cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md"
          cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md"
          cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
          cat << 'GH_AW_PROMPT_2a412ec1b6438bca_EOF'
          <safe-output-tools>
          Tools: create_issue, 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_2a412ec1b6438bca_EOF
          cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
          cat << 'GH_AW_PROMPT_2a412ec1b6438bca_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_2a412ec1b6438bca_EOF
          cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md"
          cat << 'GH_AW_PROMPT_2a412ec1b6438bca_EOF'
          </system>
          {{#runtime-import .github/workflows/agentic-token-trend-audit.md}}
          GH_AW_PROMPT_2a412ec1b6438bca_EOF
          } > "$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: "copilot"
          GH_AW_GITHUB_EVENT_INPUTS_DATE_RANGE: ${{ github.event.inputs.date_range }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, 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_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_EVENT_INPUTS_DATE_RANGE: ${{ github.event.inputs.date_range }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
          GH_AW_MCP_CLI_SERVERS_LIST: '- `safeoutputs` — run `safeoutputs --help` to see available tools'
        with:
          script: |
            const { setupGlobals } = require('${{ 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_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_EVENT_INPUTS_DATE_RANGE: process.env.GH_AW_GITHUB_EVENT_INPUTS_DATE_RANGE,
                GH_AW_GITHUB_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY,
                GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID,
                GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE,
                GH_AW_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/.github/agents
            /tmp/gh-aw/.github/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
      issues: read
      pull-requests: read
    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: agentictokentrendaudit
    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: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.60"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - 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: 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: 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: ${{ github.token }}
      - name: Create gh-aw temp directory
        run: bash "${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
        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
        with:
          python-version: "3.12"
      - name: Setup local chart workspace
        run: |
          mkdir -p /tmp/gh-aw/token-audit/charts /tmp/gh-aw/token-audit/site-packages
      - name: Install Python chart dependencies
        run: |
          python3 -m pip install --quiet --target /tmp/gh-aw/token-audit/site-packages pandas matplotlib seaborn
      - env:
          DATE_RANGE_INPUT: ${{ github.event.inputs.date_range }}
          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
        name: Download agentic workflow logs
        run: "set -euo pipefail\nmkdir -p /tmp/gh-aw/token-audit\n\nDATE_RANGE=\"$DATE_RANGE_INPUT\"\nif [[ \"$DATE_RANGE\" != *\"..\"* ]]; then\n  echo \"❌ Invalid date_range input: $DATE_RANGE\"\n  echo \"Expected format: <start>..<end> (for example 2026-05-01..2026-05-31 or -30d..now)\"\n  exit 1\nfi\n\nSTART_DATE=\"${DATE_RANGE%%..*}\"\nEND_DATE=\"${DATE_RANGE##*..}\"\n\n# Download logs for the requested range as JSON.\n# Allow partial results — gh aw logs streams incrementally, so even if\n# it hits an API rate limit partway through, the JSON written so far is\n# still valid and should be processed by the agent.\nLOGS_EXIT=0\ngh aw logs \\\n  --start-date \"$START_DATE\" \\\n  --end-date \"$END_DATE\" \\\n  --json \\\n  -c 500 \\\n  > /tmp/gh-aw/token-audit/workflow-logs.json || LOGS_EXIT=$?\n\nif [ -s /tmp/gh-aw/token-audit/workflow-logs.json ]; then\n  TOTAL=$(jq '.runs | length' /tmp/gh-aw/token-audit/workflow-logs.json)\n  echo \"✅ Downloaded $TOTAL agentic workflow runs ($START_DATE to $END_DATE)\"\n  if [ \"$LOGS_EXIT\" -ne 0 ]; then\n    echo \"⚠️ gh aw logs exited with code $LOGS_EXIT (partial results — likely API rate limit)\"\n  fi\nelse\n  echo \"❌ No log data downloaded (exit code $LOGS_EXIT)\"\n  echo '{\"runs\":[],\"summary\":{}}' > /tmp/gh-aw/token-audit/workflow-logs.json\nfi\n"

      - 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('${{ runner.temp }}/gh-aw/actions/checkout_pr_branch.cjs');
            await main();
      - name: Install GitHub Copilot CLI
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh" 1.0.60
        env:
          GH_HOST: github.com
      - name: Install AWF binary
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.4
      - 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 "${RUNNER_TEMP}/gh-aw/actions/restore_base_github_folders.sh"
      - name: Restore inline sub-agents from activation artifact
        env:
          GH_AW_SUB_AGENT_DIR: ".github/agents"
          GH_AW_SUB_AGENT_EXT: ".agent.md"
        run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_sub_agents.sh"
      - name: Restore inline skills from activation artifact
        env:
          GH_AW_SKILL_DIR: ".github/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 > "${RUNNER_TEMP}/gh-aw/safeoutputs/config.json" << 'GH_AW_SAFE_OUTPUTS_CONFIG_a0dc7e466f46c109_EOF'
          {"create_issue":{"close_older_issues":true,"expires":72,"max":1,"title_prefix":"[agentic-token-trend-audit] "},"create_report_incomplete_issue":{},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"},"report_incomplete":{},"upload_asset":{"allowed-exts":[".png",".jpg",".jpeg",".svg"],"branch":"assets/${GITHUB_WORKFLOW}","max":5,"max-size":10240}}
          GH_AW_SAFE_OUTPUTS_CONFIG_a0dc7e466f46c109_EOF
      - name: Generate Safe Outputs Tools
        env:
          GH_AW_TOOLS_META_JSON: |
            {
              "description_suffixes": {
                "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"[agentic-token-trend-audit] \".",
                "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_issue": {
                "defaultMax": 1,
                "fields": {
                  "body": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000,
                    "minLength": 20
                  },
                  "fields": {
                    "type": "array"
                  },
                  "labels": {
                    "type": "array",
                    "itemType": "string",
                    "itemSanitize": true,
                    "itemMaxLength": 128
                  },
                  "parent": {
                    "issueOrPRNumber": true
                  },
                  "repo": {
                    "type": "string",
                    "maxLength": 256
                  },
                  "temporary_id": {
                    "type": "string"
                  },
                  "title": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 128
                  }
                }
              },
              "missing_data": {
                "defaultMax": 20,
                "fields": {
                  "alternatives": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 256
                  },
                  "context": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 256
                  },
                  "data_type": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 128
                  },
                  "reason": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 256
                  }
                }
              },
              "missing_tool": {
                "defaultMax": 20,
                "fields": {
                  "alternatives": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 512
                  },
                  "reason": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 256
                  },
                  "tool": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 128
                  }
                }
              },
              "noop": {
                "defaultMax": 1,
                "fields": {
                  "message": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000
                  }
                }
              },
              "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="copilot"
          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 '"${DOCKER_SOCK_PATH}"':/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DOCKER_HOST=unix:///var/run/docker.sock -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.3.26'
          
          mkdir -p "$HOME/.copilot"
          GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node)
          cat << GH_AW_MCP_CONFIG_b5360aaa0a204a07_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
          {
            "mcpServers": {
              "agenticworkflows": {
                "type": "stdio",
                "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": {
                "type": "stdio",
                "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}"
            }
          }
          GH_AW_MCP_CONFIG_b5360aaa0a204a07_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 "${RUNNER_TEMP}/gh-aw/actions/audit_pre_agent_workspace.sh"
      - name: Execute GitHub Copilot CLI
        id: agentic_execution
        # Copilot CLI tool arguments (sorted):
        timeout-minutes: 25
        run: |
          set -o pipefail
          printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
          trap 'rm -f "$HOME/.copilot/settings.json"' EXIT
          mkdir -p "$HOME/.copilot"
          printf '%s' '{"builtInAgents":{"rubberDuck":false}}' > "$HOME/.copilot/settings.json"
          export XDG_CONFIG_HOME="$HOME"
          export GH_AW_MCP_CONFIG="$HOME/.copilot/mcp-config.json"
          touch /tmp/gh-aw/agent-step-summary.md
          GH_AW_NODE_BIN=$(command -v node 2>/dev/null || true)
          export GH_AW_NODE_BIN
          export COPILOT_API_KEY="$COPILOT_DUMMY_BYOK"
          (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
          GH_AW_MAX_AI_CREDITS="${GH_AW_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\":[\"*.pythonhosted.org\",\"anaconda.org\",\"api.business.githubcopilot.com\",\"api.enterprise.githubcopilot.com\",\"api.github.com\",\"api.githubcopilot.com\",\"api.individual.githubcopilot.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"binstar.org\",\"bootstrap.pypa.io\",\"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\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"pip.pypa.io\",\"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\",\"telemetry.enterprise.githubcopilot.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"} ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --env-all --exclude-env COPILOT_GITHUB_TOKEN --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_API_KEY --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
            -- /bin/bash -c 'set +o histexpand; export PATH="${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" ${RUNNER_TEMP}/gh-aw/actions/copilot_harness.cjs /usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --disable-builtin-mcps --no-ask-user --allow-all-tools --allow-all-paths --add-dir "${GITHUB_WORKSPACE}" --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
        env:
          AWF_REFLECT_ENABLED: 1
          COPILOT_AGENT_RUNNER_TYPE: STANDALONE
          COPILOT_DUMMY_BYOK: dummy-byok-key-for-offline-mode
          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          COPILOT_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || vars.GH_AW_DEFAULT_MODEL_COPILOT || 'claude-sonnet-4.6' }}
          GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
          GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
          GH_AW_ASSETS_MAX_SIZE_KB: 10240
          GH_AW_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}
          GH_AW_MAX_TURNS: ${{ vars.GH_AW_DEFAULT_MAX_TURNS || '' }}
          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_TIMEOUT_MINUTES: 25
          GH_AW_VERSION: dev
          GITHUB_API_URL: ${{ github.api_url }}
          GITHUB_AW: true
          GITHUB_COPILOT_INTEGRATION_ID: agentic-workflows
          GITHUB_HEAD_REF: ${{ github.head_ref }}
          GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          GITHUB_REF_NAME: ${{ github.ref_name }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md
          GITHUB_WORKSPACE: ${{ github.workspace }}
          GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_AUTHOR_NAME: github-actions[bot]
          GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_COMMITTER_NAME: github-actions[bot]
          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}/${REPO_NAME}.git"
          echo "Git configured with standard GitHub Actions identity"
      - name: Copy Copilot session state files to logs
        if: always()
        continue-on-error: true
        run: bash "${RUNNER_TEMP}/gh-aw/actions/copy_copilot_session_state.sh"
      - name: Stop MCP Gateway
        if: always()
        continue-on-error: true
        env:
          MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
          MCP_GATEWAY_API_KEY: ${{ steps.start-mcp-gateway.outputs.gateway-api-key }}
          GATEWAY_PID: ${{ steps.start-mcp-gateway.outputs.gateway-pid }}
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/stop_mcp_gateway.sh" "$GATEWAY_PID"
      - name: Redact secrets in logs
        if: always()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ 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: 'COPILOT_GITHUB_TOKEN,GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN'
          SECRET_COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          SECRET_GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
          SECRET_GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
          SECRET_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
      - name: Append agent step summary
        if: always()
        run: bash "${RUNNER_TEMP}/gh-aw/actions/append_agent_step_summary.sh"
      - name: Copy Safe Outputs
        if: always()
        env:
          GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
        run: |
          mkdir -p /tmp/gh-aw
          cp "$GH_AW_SAFE_OUTPUTS" /tmp/gh-aw/safeoutputs.jsonl 2>/dev/null || true
      - name: Ingest agent output
        id: collect_output
        if: always()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
          GH_AW_ALLOWED_DOMAINS: "*.pythonhosted.org,anaconda.org,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,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,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,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,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com"
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_API_URL: ${{ github.api_url }}
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/collect_ndjson_output.cjs');
            await main();
      - name: Parse agent logs for step summary
        if: always()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: /tmp/gh-aw/sandbox/agent/logs/
        with:
          script: |
            const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_copilot_log.cjs');
            await main();
      - name: Parse MCP Gateway logs for step summary
        if: always()
        id: parse-mcp-gateway
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const { setupGlobals } = require('${{ 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: 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
      # 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/sandbox/agent/logs/
            /tmp/gh-aw/redacted-urls.log
            /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/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
      - 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
      issues: write
    concurrency:
      group: "gh-aw-conclusion-agentic-token-trend-audit"
      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: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.60"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - 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-agentictokentrendaudit-${{ github.run_id }}
          restore-keys: agentic-workflow-usage-agentictokentrendaudit-
          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('${{ runner.temp }}/gh-aw/actions/write_daily_aic_usage_cache.cjs');
            await main();
      - name: Save daily AIC usage cache
        id: save-daily-aic-cache
        if: always()
        continue-on-error: true
        uses: actions/cache/save@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
        with:
          key: agentic-workflow-usage-agentictokentrendaudit-${{ 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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_NOOP_MAX: "1"
          GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md"
          GH_AW_TRACKER_ID: "agentic-token-trend-audit"
          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: "agentic-token-trend-audit"
        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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md"
          GH_AW_TRACKER_ID: "agentic-token-trend-audit"
          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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_MISSING_TOOL_CREATE_ISSUE: "true"
          GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md"
          GH_AW_TRACKER_ID: "agentic-token-trend-audit"
        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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_REPORT_INCOMPLETE_CREATE_ISSUE: "true"
          GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md"
          GH_AW_TRACKER_ID: "agentic-token-trend-audit"
        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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md"
          GH_AW_TRACKER_ID: "agentic-token-trend-audit"
          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: "agentic-token-trend-audit"
          GH_AW_ACTION_FAILURE_ISSUE_EXPIRES_HOURS: "12"
          GH_AW_ENGINE_ID: "copilot"
          GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.activation.outputs.secret_verification_result }}
          GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }}
          GH_AW_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.enterprise.githubcopilot.com,api.githubcopilot.com,api.business.githubcopilot.com,api.individual.githubcopilot.com"
          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: "25"
        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: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.60"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - 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: "On-Demand Agentic Workflow AIC Trend Audit"
          WORKFLOW_DESCRIPTION: "On-demand AIC audit for a user-specified date range"
          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('${{ runner.temp }}/gh-aw/actions/setup_threat_detection.cjs');
            await main();
      - name: Ensure threat-detection directory and log
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        run: |
          mkdir -p /tmp/gh-aw/threat-detection
          touch /tmp/gh-aw/threat-detection/detection.log
      - name: Setup Node.js
        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
        with:
          node-version: '24'
          package-manager-cache: false
      - name: Install GitHub Copilot CLI
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh" 1.0.60
        env:
          GH_HOST: github.com
      - name: Install AWF binary
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.4
      - name: Execute GitHub Copilot CLI
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        continue-on-error: true
        id: detection_agentic_execution
        # Copilot CLI tool arguments (sorted):
        timeout-minutes: 20
        run: |
          set -o pipefail
          printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
          trap 'rm -f "$HOME/.copilot/settings.json"' EXIT
          mkdir -p "$HOME/.copilot"
          printf '%s' '{"builtInAgents":{"rubberDuck":false}}' > "$HOME/.copilot/settings.json"
          export XDG_CONFIG_HOME="$HOME"
          touch /tmp/gh-aw/agent-step-summary.md
          GH_AW_NODE_BIN=$(command -v node 2>/dev/null || true)
          export GH_AW_NODE_BIN
          export COPILOT_API_KEY="$COPILOT_DUMMY_BYOK"
          (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
          GH_AW_MAX_AI_CREDITS="${GH_AW_MAX_AI_CREDITS:-400}"
          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.4/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"api.business.githubcopilot.com\",\"api.enterprise.githubcopilot.com\",\"api.github.com\",\"api.githubcopilot.com\",\"api.individual.githubcopilot.com\",\"github.com\",\"host.docker.internal\",\"registry.npmjs.org\",\"telemetry.enterprise.githubcopilot.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${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"} ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --env-all --exclude-env COPILOT_GITHUB_TOKEN --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
            -- /bin/bash -c 'set +o histexpand; GH_AW_TOOL_CACHE="${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" ${RUNNER_TEMP}/gh-aw/actions/copilot_harness.cjs /usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --disable-builtin-mcps --no-ask-user --allow-all-tools --add-dir "${GITHUB_WORKSPACE}" --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
        env:
          AWF_REFLECT_ENABLED: 1
          COPILOT_AGENT_RUNNER_TYPE: STANDALONE
          COPILOT_DUMMY_BYOK: dummy-byok-key-for-offline-mode
          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          COPILOT_MODEL: ${{ vars.GH_AW_MODEL_DETECTION_COPILOT || vars.GH_AW_DEFAULT_MODEL_COPILOT || 'claude-sonnet-4.6' }}
          GH_AW_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_DETECTION_MAX_AI_CREDITS || '400' }}
          GH_AW_MAX_TURNS: ${{ vars.GH_AW_DEFAULT_MAX_TURNS || '' }}
          GH_AW_PHASE: detection
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_TIMEOUT_MINUTES: 20
          GH_AW_VERSION: dev
          GITHUB_API_URL: ${{ github.api_url }}
          GITHUB_AW: true
          GITHUB_COPILOT_INTEGRATION_ID: agentic-workflows
          GITHUB_HEAD_REF: ${{ github.head_ref }}
          GITHUB_REF_NAME: ${{ github.ref_name }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md
          GITHUB_WORKSPACE: ${{ github.workspace }}
          GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_AUTHOR_NAME: github-actions[bot]
          GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_COMMITTER_NAME: github-actions[bot]
          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
      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 }}/agentic-token-trend-audit"
      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: "copilot"
      GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
      GH_AW_ENGINE_VERSION: "1.0.60"
      GH_AW_PROJECT_UTC: "-08:00"
      GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
      GH_AW_TRACKER_ID: "agentic-token-trend-audit"
      GH_AW_WORKFLOW_ID: "agentic-token-trend-audit"
      GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC Trend Audit"
      GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.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 }}
      created_issue_number: ${{ steps.process_safe_outputs.outputs.created_issue_number }}
      created_issue_url: ${{ steps.process_safe_outputs.outputs.created_issue_url }}
      process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
      process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@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: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.60"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - 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: "*.pythonhosted.org,anaconda.org,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,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,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,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,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com"
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_API_URL: ${{ github.api_url }}
          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_issue\":{\"close_older_issues\":true,\"expires\":72,\"max\":1,\"title_prefix\":\"[agentic-token-trend-audit] \"},\"create_report_incomplete_issue\":{},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"},\"report_incomplete\":{},\"upload_asset\":{\"allowed-exts\":[\".png\",\".jpg\",\".jpeg\",\".svg\"],\"branch\":\"assets/${{ 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

  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: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.60"
          GH_AW_INFO_AWF_VERSION: "v0.27.4"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - 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: "On-Demand Agentic Workflow AIC Trend Audit"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md"
          GH_AW_TRACKER_ID: "agentic-token-trend-audit"
          GH_AW_ENGINE_ID: "copilot"
          GH_AW_ENGINE_VERSION: "1.0.60"
          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