autoloop.lock.yml

# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"4349d30ba129f215d8b9695dbb7705befc4c21b484411cdf577b2dbed2bcd943","body_hash":"a71b3a7b176995597612755726cc4939c8b07db1ef7f690e7fda2a86f7b120a3","compiler_version":"v0.87.10","strict":true,"agent_id":"copilot","engine_versions":{"copilot":"1.0.80"}}
# gh-aw-manifest: {"version":1,"secrets":["COPILOT_GITHUB_TOKEN","GH_AW_CI_TRIGGER_TOKEN","GH_AW_DEFAULT_OTLP_HEADERS","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-node","sha":"820762786026740c76f36085b0efc47a31fe5020","version":"v7.0.0"},{"repo":"actions/setup-python","sha":"5fda3b95a4ea91299a34e894583c3862153e4b97","version":"v7.0.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"github/gh-aw-actions/setup","sha":"bc8c008a419c5b7a29df6f5641edd35fd1c6ea85","version":"v0.87.10"},{"repo":"oven-sh/setup-bun","sha":"0c5077e51419868618aeaa5fe8019c62421857d6","version":"v2.2.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.28.10","digest":"sha256:c01e6d16d11ea4f2a46cc023a9f402224a3b3861b026818eec0dc586d7e6918e","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.28.10@sha256:c01e6d16d11ea4f2a46cc023a9f402224a3b3861b026818eec0dc586d7e6918e"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.28.10","digest":"sha256:c3a18aebb8251339117ea998296315de17bada366f8d03919b3348ea71112e64","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.28.10@sha256:c3a18aebb8251339117ea998296315de17bada366f8d03919b3348ea71112e64"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.28.10","digest":"sha256:c06076f7aca95df713e0748c44d80c0a3c2538fad67bfdd04296d45158e083e6","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.28.10@sha256:c06076f7aca95df713e0748c44d80c0a3c2538fad67bfdd04296d45158e083e6"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.14","digest":"sha256:b2f0c2b2f17b5fbe809e5bb99dc185b6ddd70df25295dc63a6d526350334eff5","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.14@sha256:b2f0c2b2f17b5fbe809e5bb99dc185b6ddd70df25295dc63a6d526350334eff5"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e","pinned_image":"ghcr.io/github/gh-aw-node@sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e"},{"image":"ghcr.io/github/github-mcp-server:v1.11.0","digest":"sha256:fbec75de11c255213fa08d80fb166abe73d851fff631c51c0079872967720699","pinned_image":"ghcr.io/github/github-mcp-server:v1.11.0@sha256:fbec75de11c255213fa08d80fb166abe73d851fff631c51c0079872967720699"}],"mcp_servers":[{"name":"github","tools":["actions_get","actions_list","get_code_scanning_alert","get_commit","get_discussion","get_discussion_comments","get_file_contents","get_job_logs","get_label","get_latest_release","get_me","get_notification_details","get_pull_request","get_pull_request_comments","get_pull_request_diff","get_pull_request_files","get_pull_request_review_comments","get_pull_request_reviews","get_pull_request_status","get_release_by_tag","get_secret_scanning_alert","get_tag","issue_read","list_branches","list_code_scanning_alerts","list_commits","list_discussion_categories","list_discussions","list_issue_types","list_issues","list_label","list_notifications","list_pull_requests","list_releases","list_secret_scanning_alerts","list_starred_repositories","list_tags","pull_request_read","search_code","search_issues","search_orgs","search_pull_requests","search_repositories","search_users"]},{"name":"safeoutputs","tools":["add_comment","add_labels","create_issue","create_pull_request","missing_data","missing_tool","noop","push_to_pull_request_branch","remove_labels","update_issue"]}]}
# This file was automatically generated by gh-aw (v0.87.10). 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 githubnext/autoloop 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/
#
# An iterative optimization loop inspired by Karpathy's Autoresearch and Claude Code's /loop.
# Runs on a configurable schedule to autonomously improve a target artifact toward a measurable goal.
# Each iteration: reads the program definition, proposes a change, evaluates against a metric,
# and accepts or rejects the change.
# - User defines the optimization goal and evaluation criteria in a program.md file
# - Accepts changes only when they improve the metric (ratchet pattern)
# - Persists all state via repo-memory (human-readable, human-editable)
# - Commits accepted improvements to a long-running branch per program
# - Maintains a single draft PR per program that accumulates all accepted iterations
#
# Source: githubnext/autoloop
#
# Resolved workflow manifest:
#   Imports:
#     - shared/reporting.md
#
# Secrets used:
#   - COPILOT_GITHUB_TOKEN
#   - GH_AW_CI_TRIGGER_TOKEN
#   - GH_AW_DEFAULT_OTLP_HEADERS
#   - GH_AW_GITHUB_MCP_SERVER_TOKEN
#   - GH_AW_GITHUB_TOKEN
#   - GITHUB_TOKEN
#
# Custom actions used:
#   - actions/cache/restore@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
#   - actions/cache/save@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
#   - actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
#   - 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-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
#   - actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
#   - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
#   - github/gh-aw-actions/setup@bc8c008a419c5b7a29df6f5641edd35fd1c6ea85 # v0.87.10
#   - oven-sh/setup-bun@0c5077e51419868618aeaa5fe8019c62421857d6 # v2.2.0
#
# Container images used:
#   - ghcr.io/github/gh-aw-firewall/agent:0.28.10@sha256:c01e6d16d11ea4f2a46cc023a9f402224a3b3861b026818eec0dc586d7e6918e
#   - ghcr.io/github/gh-aw-firewall/api-proxy:0.28.10@sha256:c3a18aebb8251339117ea998296315de17bada366f8d03919b3348ea71112e64
#   - ghcr.io/github/gh-aw-firewall/squid:0.28.10@sha256:c06076f7aca95df713e0748c44d80c0a3c2538fad67bfdd04296d45158e083e6
#   - ghcr.io/github/gh-aw-mcpg:v0.4.14@sha256:b2f0c2b2f17b5fbe809e5bb99dc185b6ddd70df25295dc63a6d526350334eff5
#   - ghcr.io/github/gh-aw-node@sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e
#   - ghcr.io/github/github-mcp-server:v1.11.0@sha256:fbec75de11c255213fa08d80fb166abe73d851fff631c51c0079872967720699

name: "Autoloop"
on:
  discussion:
    types:
      - created
      - edited
  discussion_comment:
    types:
      - created
      - edited
  issue_comment:
    types:
      - created
      - edited
  issues:
    types:
      - opened
      - edited
      - reopened
  pull_request:
    types:
      - opened
      - edited
      - reopened
  pull_request_review_comment:
    types:
      - created
      - edited
  schedule:
    - cron: "50 */6 * * *"
  workflow_dispatch:
    inputs:
      aw_context:
        default: ""
        description: "Agent caller context (used internally by Agentic Workflows)."
        required: false
        type: string
      program:
        description: Run a specific program by name (bypasses scheduling)
        required: false
        type: string

permissions: {}

concurrency:
  cancel-in-progress: false
  group: |-
    gh-aw-${{ github.repository }}-${{ github.workflow }}-${{
      (
        github.event_name == 'schedule' || github.event_name == 'workflow_dispatch' ||
        (contains(fromJSON('["issue_comment","pull_request_review_comment","discussion_comment"]'), github.event_name) && startsWith(github.event.comment.body, '/autoloop')) ||
        (github.event_name == 'issues' && startsWith(github.event.issue.body, '/autoloop')) ||
        (github.event_name == 'pull_request' && startsWith(github.event.pull_request.body, '/autoloop')) ||
        (github.event_name == 'discussion' && startsWith(github.event.discussion.body, '/autoloop'))
      ) && 'work' || github.run_id
    }}
  queue: max

run-name: "Autoloop"

env:
  OTEL_EXPORTER_OTLP_ENDPOINT: ${{ vars.GH_AW_DEFAULT_OTLP_ENDPOINT }}
  OTEL_SERVICE_NAME: gh-aw.autoloop
  OTEL_RESOURCE_ATTRIBUTES: 'gh-aw.workflow.name=Autoloop,gh-aw.repository=${{ github.repository }},gh-aw.run.id=${{ github.run_id }},github.run_id=${{ github.run_id }},gh-aw.engine.id=copilot'
  OTEL_EXPORTER_OTLP_HEADERS: ${{ secrets.GH_AW_DEFAULT_OTLP_HEADERS }}
  GH_AW_OTLP_ENDPOINTS: '[{"url":"${{ vars.GH_AW_DEFAULT_OTLP_ENDPOINT }}","headers":"${{ secrets.GH_AW_DEFAULT_OTLP_HEADERS }}"}]'
  GH_AW_OTLP_IF_MISSING: ignore

jobs:
  activation:
    needs: pre_activation
    if: "needs.pre_activation.outputs.activated == 'true' && ((github.event_name == 'issues' || github.event_name == 'issue_comment' || github.event_name == 'pull_request' || github.event_name == 'pull_request_review_comment' || github.event_name == 'discussion' || github.event_name == 'discussion_comment') && (github.event_name == 'issues' && (startsWith(github.event.issue.body, '/autoloop ') || startsWith(github.event.issue.body, '/autoloop\n') || github.event.issue.body == '/autoloop') || github.event_name == 'issue_comment' && (startsWith(github.event.comment.body, '/autoloop ') || startsWith(github.event.comment.body, '/autoloop\n') || github.event.comment.body == '/autoloop') && github.event.issue.pull_request == null || github.event_name == 'issue_comment' && (startsWith(github.event.comment.body, '/autoloop ') || startsWith(github.event.comment.body, '/autoloop\n') || github.event.comment.body == '/autoloop') && github.event.issue.pull_request != null || github.event_name == 'pull_request_review_comment' && (startsWith(github.event.comment.body, '/autoloop ') || startsWith(github.event.comment.body, '/autoloop\n') || github.event.comment.body == '/autoloop') || github.event_name == 'pull_request' && (startsWith(github.event.pull_request.body, '/autoloop ') || startsWith(github.event.pull_request.body, '/autoloop\n') || github.event.pull_request.body == '/autoloop') || github.event_name == 'discussion' && (startsWith(github.event.discussion.body, '/autoloop ') || startsWith(github.event.discussion.body, '/autoloop\n') || github.event.discussion.body == '/autoloop') || github.event_name == 'discussion_comment' && (startsWith(github.event.comment.body, '/autoloop ') || startsWith(github.event.comment.body, '/autoloop\n') || github.event.comment.body == '/autoloop')) || !(github.event_name == 'issues' || github.event_name == 'issue_comment' || github.event_name == 'pull_request' || github.event_name == 'pull_request_review_comment' || github.event_name == 'discussion' || github.event_name == 'discussion_comment'))"
    runs-on: ubuntu-slim
    permissions:
      actions: read
      contents: read
      discussions: write
      issues: write
      pull-requests: write
    env:
      GH_AW_MAX_DAILY_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_DAILY_AI_CREDITS || '5000' }}
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
    outputs:
      body: ${{ steps.sanitized.outputs.body }}
      comment_id: ${{ steps.add-comment.outputs.comment-id }}
      comment_repo: ${{ steps.add-comment.outputs.comment-repo }}
      comment_url: ${{ steps.add-comment.outputs.comment-url }}
      daily_ai_credits_exceeded: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_ai_credits_exceeded == 'true' }}
      daily_ai_credits_guardrail_status: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_ai_credits_guardrail_status || '' }}
      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 }}
      oauth_token_check_failed: ${{ steps.check-oauth-tokens.outputs.oauth_token_check_failed == 'true' }}
      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 }}
      slash_command: ${{ needs.pre_activation.outputs.matched_command }}
      stale_lock_file_failed: ${{ steps.check-lock-file.outputs.stale_lock_file_failed == 'true' }}
      text: ${{ steps.sanitized.outputs.text }}
      title: ${{ steps.sanitized.outputs.title }}
    steps:
      - name: Setup Scripts
        id: setup
        uses: github/gh-aw-actions/setup@bc8c008a419c5b7a29df6f5641edd35fd1c6ea85 # v0.87.10
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.pre_activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.pre_activation.outputs.setup-parent-span-id || needs.pre_activation.outputs.setup-span-id }}
          safe-output-artifact-client: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Autoloop"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/autoloop.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.80"
          GH_AW_INFO_AWF_VERSION: "v0.28.10"
          GH_AW_INFO_BODY_MODIFIED: "false"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - name: Mask OTLP telemetry headers
        run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
      - name: Generate agentic run info
        id: generate_aw_info
        env:
          GH_AW_INFO_ENGINE_ID: "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 || 'auto' }}
          GH_AW_INFO_VERSION: "1.0.80"
          GH_AW_INFO_AGENT_VERSION: "1.0.80"
          GH_AW_INFO_CLI_VERSION: "v0.87.10"
          GH_AW_INFO_WORKFLOW_NAME: "Autoloop"
          GH_AW_INFO_EXPERIMENTAL: "false"
          GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true"
          GH_AW_INFO_STAGED: "false"
          GH_AW_INFO_ALLOWED_DOMAINS: '["defaults","https://github.com","node","python","rust","java","dotnet"]'
          GH_AW_INFO_FIREWALL_ENABLED: "true"
          GH_AW_INFO_AWF_VERSION: "v0.28.10"
          GH_AW_INFO_AWMG_VERSION: ""
          GH_AW_INFO_FIREWALL_TYPE: "squid"
          GH_AW_INFO_AGENT_RUNTIME: ""
          GH_AW_INFO_FRONTMATTER_SOURCE: "githubnext/autoloop"
          GH_AW_INFO_BODY_MODIFIED: "false"
          GH_AW_COMPILED_STRICT: "true"
          GH_AW_INFO_FEATURES: '{"copilot-requests":true}'
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'generate_aw_info.cjs'));
            await main(core, context);
      - name: Restore daily AIC usage cache
        id: restore-daily-aic-cache
        if: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        continue-on-error: true
        uses: actions/cache/restore@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
        with:
          key: agentic-workflow-usage-autoloop-${{ github.run_id }}
          restore-keys: agentic-workflow-usage-autoloop-
          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 path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, '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: "Autoloop"
          GH_AW_WORKFLOW_ID: "autoloop"
          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: "true"
          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 path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'check_daily_aic_workflow_guardrail.cjs'));
            await main();
      - name: Add eyes reaction for immediate feedback
        id: react
        if: github.event_name == 'issues' || github.event_name == 'issue_comment' || github.event_name == 'pull_request_review_comment' || github.event_name == 'discussion' || github.event_name == 'discussion_comment' || github.event_name == 'pull_request' && github.event.pull_request.head.repo.id == github.repository_id
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_REACTION: "eyes"
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'add_reaction.cjs'));
            await main();
      - name: Validate COPILOT_GITHUB_TOKEN secret
        id: validate-secret
        run: bash "${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: ${{ secrets.COPILOT_GITHUB_TOKEN }}
      - name: Check for OAuth tokens
        id: check-oauth-tokens
        run: bash "${RUNNER_TEMP}/gh-aw/actions/check_oauth_tokens.sh"
        env:
          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
          GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
      - name: Checkout .github and .agents folders
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          persist-credentials: false
          sparse-checkout: |
            .github
            .agents
            .claude
            .codex
            .gemini
            .pi
          sparse-checkout-cone-mode: true
          fetch-depth: 1
      - name: Save agent config folders for base branch restoration
        env:
          GH_AW_AGENT_FOLDERS: ".agents .github"
          GH_AW_AGENT_FILES: "AGENTS.md"
        run: |
          bash "${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: "autoloop.lock.yml"
          GH_AW_CONTEXT_WORKFLOW_REF: "${{ github.workflow_ref }}"
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'check_workflow_timestamp_api.cjs'));
            await main();
      - name: Check compile-agentic version
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_COMPILED_VERSION: "v0.87.10"
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'check_version_updates.cjs'));
            await main();
      - name: Compute current body text
        id: sanitized
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_ALLOWED_DOMAINS: "*.gradle-enterprise.cloud,*.pythonhosted.org,*.vsblob.vsassets.io,adoptium.net,anaconda.org,api.adoptium.net,api.foojay.io,api.npms.io,api.nuget.org,api.snapcraft.io,archive.apache.org,archive.ubuntu.com,azure.archive.ubuntu.com,azuresearch-usnc.nuget.org,azuresearch-ussc.nuget.org,binstar.org,bootstrap.pypa.io,builds.dotnet.microsoft.com,bun.sh,cdn.azul.com,cdn.jsdelivr.net,central.sonatype.com,ci.dot.net,conda.anaconda.org,conda.binstar.org,crates.io,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,dc.services.visualstudio.com,deb.nodesource.com,deno.land,develocity.apache.org,dist.nuget.org,dl.google.com,dlcdn.apache.org,dot.net,dotnet.microsoft.com,dotnetcli.blob.core.windows.net,download.eclipse.org,download.java.net,download.oracle.com,downloads.gradle-dn.com,esm.sh,files.pythonhosted.org,ge.spockframework.org,get.pnpm.io,googleapis.deno.dev,googlechromelabs.github.io,gradle.org,https://github.com,index.crates.io,jcenter.bintray.com,jdk.java.net,json-schema.org,json.schemastore.org,jsr.io,keyserver.ubuntu.com,maven-central.storage-download.googleapis.com,maven.apache.org,maven.google.com,maven.oracle.com,maven.pkg.github.com,nodejs.org,npm.pkg.github.com,npmjs.com,npmjs.org,nuget.org,nuget.pkg.github.com,nugetregistryv2prod.blob.core.windows.net,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,oneocsp.microsoft.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,pkgs.dev.azure.com,plugins-artifacts.gradle.org,plugins.gradle.org,ppa.launchpad.net,pypi.org,pypi.python.org,registry.bower.io,registry.npmjs.com,registry.npmjs.org,registry.yarnpkg.com,repo.anaconda.com,repo.continuum.io,repo.gradle.org,repo.grails.org,repo.maven.apache.org,repo.spring.io,repo.yarnpkg.com,repo1.maven.org,repository.apache.org,s.symcb.com,s.symcd.com,scans-in.gradle.com,security.ubuntu.com,services.gradle.org,sh.rustup.rs,skimdb.npmjs.com,static.crates.io,static.rust-lang.org,storage.googleapis.com,telemetry.vercel.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com,www.java.com,www.microsoft.com,www.npmjs.com,www.npmjs.org,yarnpkg.com"
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'compute_text.cjs'));
            await main();
      - name: Add comment with workflow run link
        id: add-comment
        if: github.event_name == 'issues' || github.event_name == 'issue_comment' || github.event_name == 'pull_request_review_comment' || github.event_name == 'discussion' || github.event_name == 'discussion_comment' || github.event_name == 'pull_request' && github.event.pull_request.head.repo.id == github.repository_id
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_WORKFLOW_NAME: "Autoloop"
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'add_workflow_run_comment.cjs'));
            await main();
      - name: Log runtime features
        if: ${{ contains(toJSON(vars), '"GH_AW_RUNTIME_FEATURES":') }}
        run: bash "${RUNNER_TEMP}/gh-aw/actions/log_runtime_features_summary.sh"
      - name: Create prompt with built-in context
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_ACTIONS_DIR: ${{ runner.temp }}/gh-aw/actions
          GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
          GH_AW_SAFE_OUTPUTS: ${{ runner.temp }}/gh-aw/safeoutputs/outputs.jsonl
          GH_AW_PROMPT_CONFIG: "{\"items\":[{\"content_env\":\"GH_AW_PROMPT_CONTENT_0000\"},{\"file\":\"xpia.md\"},{\"file\":\"temp_folder_prompt.md\"},{\"file\":\"markdown.md\"},{\"file\":\"repo_memory_prompt.md\"},{\"file\":\"safe_outputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0001\"},{\"file\":\"safe_outputs_create_pull_request.md\"},{\"file\":\"safe_outputs_push_to_pr_branch.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0002\"},{\"file\":\"mcp_cli_tools_with_safeoutputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0003\"},{\"file\":\"github_mcp_tools_with_safeoutputs_prompt.md\"},{\"file\":\"pr_context_prompt.md\",\"condition_env\":\"GH_AW_INCLUDE_PR_CONTEXT\"},{\"file\":\"pr_context_push_to_pr_branch_guidance.md\",\"condition_env\":\"GH_AW_INCLUDE_PR_CONTEXT\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0004\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0005\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0006\"}]}"
          GH_AW_EXPR_1A3A194A: ${{ github.event.discussion.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'discussion' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
          GH_AW_EXPR_463A214A: ${{ github.event.pull_request.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'pull_request' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
          GH_AW_EXPR_802A9F6A: ${{ github.event.issue.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'issue' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
          GH_AW_EXPR_FF1D34CE: ${{ github.event.comment.id || fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').comment_id }}
          GH_AW_GITHUB_ACTOR: ${{ github.actor }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_SERVER_URL: ${{ github.server_url }}
          GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
          GH_AW_INCLUDE_PR_CONTEXT: ${{ (github.event_name == 'issue_comment' && github.event.issue.pull_request != null) || github.event_name == 'pull_request_review_comment' || github.event_name == 'pull_request_review' }}
          GH_AW_STEPS_SANITIZED_OUTPUTS_TEXT: ${{ steps.sanitized.outputs.text }}
          GH_AW_WIKI_NOTE: ${{ '' }}
          GH_AW_PROMPT_CONTENT_0000: "<system>\n"
          GH_AW_PROMPT_CONTENT_0001: "<safe-output-tools>\nTools: add_comment(max:7), create_issue, update_issue(max:3), create_pull_request, add_labels(max:2), remove_labels(max:2), push_to_pull_request_branch, missing_tool, missing_data, noop\n"
          GH_AW_PROMPT_CONTENT_0002: "</safe-output-tools>\n"
          GH_AW_PROMPT_CONTENT_0003: "<github-context>\nThe following GitHub context information is available for this workflow:\n{{#if github.actor}}\n- **actor**: __GH_AW_GITHUB_ACTOR__\n{{/if}}\n{{#if github.repository}}\n- **repository**: __GH_AW_GITHUB_REPOSITORY__\n{{/if}}\n{{#if github.workspace}}\n- **workspace**: __GH_AW_GITHUB_WORKSPACE__\n{{/if}}\n{{#if github.event.issue.number || (github.aw.context.item_type == 'issue' && github.aw.context.item_number)}}\n- **issue-number**: #__GH_AW_EXPR_802A9F6A__\n{{/if}}\n{{#if github.event.discussion.number || (github.aw.context.item_type == 'discussion' && github.aw.context.item_number)}}\n- **discussion-number**: #__GH_AW_EXPR_1A3A194A__\n{{/if}}\n{{#if github.event.pull_request.number || (github.aw.context.item_type == 'pull_request' && github.aw.context.item_number)}}\n- **pull-request-number**: #__GH_AW_EXPR_463A214A__\n{{/if}}\n{{#if github.event.comment.id || github.aw.context.comment_id}}\n- **comment-id**: __GH_AW_EXPR_FF1D34CE__\n{{/if}}\n{{#if github.run_id}}\n- **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__\n{{/if}}\n- **checkouts**: The following repositories have been checked out and are available in the workspace:\n  - repo `__GH_AW_GITHUB_REPOSITORY__` → `$GITHUB_WORKSPACE` (cwd) [full history, all branches available as remote-tracking refs] [additional refs fetched: *]\n  - **Note**: If a branch you need is not in the list above and is not listed as an additional fetched ref, it has NOT been checked out. For private repositories you cannot fetch it. If the branch is required and not available, exit with an error and ask the user to add it to the `fetch:` option of the `checkout:` configuration (e.g., `fetch: [\"refs/pulls/open/*\"]` for all open PR refs, or `fetch: [\"main\", \"feature/my-branch\"]` for specific branches).\n  - **Warning: No git credentials are available to the agent.** Credentials are\n    intentionally removed after the checkout step for security. This means any git\n    operation that needs to authenticate to the remote will fail. In private repositories, that includes:\n    - `git fetch`, `git pull`, `git clone`, and `git push` (direct push, not via safe-output tools)\n    - Checking out or switching to a remote branch that is not already fetched\n    - Deepening a shallow clone (`git fetch --unshallow`)\n    - On-demand blob fetches in partial/blobless clones (operations on files not in the initial checkout)\n    Do NOT attempt to configure credentials, run `git credential fill`, or modify `.gitconfig` —\n    authentication will not succeed. If you encounter credential prompts or authentication errors,\n    stop immediately and report the limitation rather than spending turns trying to work around it.\n</github-context>\n\n"
          GH_AW_PROMPT_CONTENT_0004: "</system>\n"
          GH_AW_PROMPT_CONTENT_0005: "{{#runtime-import .github/workflows/shared/reporting.md}}\n"
          GH_AW_PROMPT_CONTENT_0006: "{{#runtime-import .github/workflows/autoloop.md}}\n"
        with:
          script: |
            const { setupGlobals } = require(process.env.GH_AW_ACTIONS_DIR + '/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(process.env.GH_AW_ACTIONS_DIR + '/create_prompt.cjs');
            await main(core);
      - name: Interpolate variables and render templates
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
          GH_AW_ENGINE_ID: "copilot"
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_SERVER_URL: ${{ github.server_url }}
          GH_AW_STEPS_SANITIZED_OUTPUTS_TEXT: ${{ steps.sanitized.outputs.text }}
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'interpolate_prompt.cjs'));
            await main();
      - name: Substitute placeholders
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_PROMPT: ${{ runner.temp }}/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_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_SERVER_URL: ${{ github.server_url }}
          GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
          GH_AW_INCLUDE_PR_CONTEXT: ${{ (github.event_name == 'issue_comment' && github.event.issue.pull_request != null) || github.event_name == 'pull_request_review_comment' || github.event_name == 'pull_request_review' }}
          GH_AW_MCP_CLI_SERVERS_LIST: "- `github` — run `github --help` to see available tools\n- `safeoutputs` — run `safeoutputs --help` to see available tools"
          GH_AW_MEMORY_BRANCH_NAME: 'memory/autoloop'
          GH_AW_MEMORY_CONSTRAINTS: "\n\n**Constraints:**\n- **Max File Size**: 30720 bytes (0.03 MB) per file\n- **Max File Count**: 100 files per commit\n- **Max Patch Size**: 10240 bytes (10 KB) total per push (max: 1024 KB)\n"
          GH_AW_MEMORY_DESCRIPTION: ''
          GH_AW_MEMORY_DIR: '/tmp/gh-aw/repo-memory/default/'
          GH_AW_MEMORY_TARGET_REPO: ' of the current repository'
          GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: ${{ needs.pre_activation.outputs.activated }}
          GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: ${{ needs.pre_activation.outputs.matched_command }}
          GH_AW_STEPS_SANITIZED_OUTPUTS_TEXT: ${{ steps.sanitized.outputs.text }}
          GH_AW_WIKI_NOTE: ''
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);

            const substitutePlaceholders = require(path.join(actionsDir, '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_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY,
                GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID,
                GH_AW_GITHUB_SERVER_URL: process.env.GH_AW_GITHUB_SERVER_URL,
                GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE,
                GH_AW_INCLUDE_PR_CONTEXT: process.env.GH_AW_INCLUDE_PR_CONTEXT,
                GH_AW_MCP_CLI_SERVERS_LIST: process.env.GH_AW_MCP_CLI_SERVERS_LIST,
                GH_AW_MEMORY_BRANCH_NAME: process.env.GH_AW_MEMORY_BRANCH_NAME,
                GH_AW_MEMORY_CONSTRAINTS: process.env.GH_AW_MEMORY_CONSTRAINTS,
                GH_AW_MEMORY_DESCRIPTION: process.env.GH_AW_MEMORY_DESCRIPTION,
                GH_AW_MEMORY_DIR: process.env.GH_AW_MEMORY_DIR,
                GH_AW_MEMORY_TARGET_REPO: process.env.GH_AW_MEMORY_TARGET_REPO,
                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED,
                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND,
                GH_AW_STEPS_SANITIZED_OUTPUTS_TEXT: process.env.GH_AW_STEPS_SANITIZED_OUTPUTS_TEXT,
                GH_AW_WIKI_NOTE: process.env.GH_AW_WIKI_NOTE
              }
            });
      - name: Validate prompt placeholders
        env:
          GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/validate_prompt_placeholders.sh"
      - name: Print prompt
        env:
          GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh"
      - name: Stage prompt files for artifact upload
        run: |
          mkdir -p /tmp/gh-aw/aw-prompts
          cp -a "${RUNNER_TEMP}/gh-aw/aw-prompts/." /tmp/gh-aw/aw-prompts/
      - name: Upload activation artifact
        if: success() || failure()
        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: read-all
    timeout-minutes: 60
    env:
      DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
      GH_AW_ASSETS_ALLOWED_EXTS: ""
      GH_AW_ASSETS_BRANCH: ""
      GH_AW_ASSETS_MAX_SIZE_KB: 0
      GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
      GH_AW_PR_HEAD_BASE_BRANCH: ""
      GH_AW_PR_HEAD_BASE_PR_NUMBER: ""
      GH_AW_PR_HEAD_BASE_REF: ""
      GH_AW_PR_HEAD_BASE_REPO: ""
      GH_AW_PR_HEAD_BASE_SHA: ""
      GH_AW_PR_HEAD_REPO: ""
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
      GH_AW_WORKFLOW_ID_SANITIZED: autoloop
    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 }}
      http_400_response_error: ${{ steps.detect-agent-errors.outputs.http_400_response_error || 'false' }}
      inference_access_error: ${{ steps.detect-agent-errors.outputs.inference_access_error || 'false' }}
      invocation_cap_exceeded: ${{ steps.detect-agent-errors.outputs.invocation_cap_exceeded || 'false' }}
      max_cache_misses_exceeded: ${{ steps.detect-agent-errors.outputs.max_cache_misses_exceeded || 'false' }}
      mcp_policy_error: ${{ steps.detect-agent-errors.outputs.mcp_policy_error || 'false' }}
      missing_model_pricing_error: ${{ steps.detect-agent-errors.outputs.missing_model_pricing_error || 'false' }}
      missing_model_pricing_model_name: ${{ steps.detect-agent-errors.outputs.missing_model_pricing_model_name || '' }}
      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 }}
      shell_expansion_guard_rejected: ${{ steps.detect-agent-errors.outputs.shell_expansion_guard_rejected || 'false' }}
      unknown_model_ai_credits: ${{ steps.parse-mcp-gateway.outputs.unknown_model_ai_credits || 'false' }}
    steps:
      - name: Setup Scripts
        id: setup
        uses: github/gh-aw-actions/setup@bc8c008a419c5b7a29df6f5641edd35fd1c6ea85 # v0.87.10
        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: "Autoloop"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/autoloop.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.80"
          GH_AW_INFO_AWF_VERSION: "v0.28.10"
          GH_AW_INFO_BODY_MODIFIED: "false"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - name: Set runtime paths
        id: set-runtime-paths
        run: |
          if [ -z "${RUNNER_TOOL_CACHE:-}" ]; then
            echo "RUNNER_TOOL_CACHE=${{ runner.tool_cache }}" >> "$GITHUB_ENV"
          fi
          {
            echo "GH_AW_SAFE_OUTPUTS=${RUNNER_TEMP}/gh-aw/safeoutputs/outputs.jsonl"
            echo "GH_AW_SAFE_OUTPUTS_CONFIG_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/config.json"
            echo "GH_AW_SAFE_OUTPUTS_TOOLS_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/tools.json"
          } >> "$GITHUB_OUTPUT"
      - name: Mask OTLP telemetry headers
        run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
      - name: Check OTLP telemetry configuration
        run: bash "${RUNNER_TEMP}/gh-aw/actions/check_otlp_default_credentials.sh"
      - name: Checkout repository
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          persist-credentials: false
          fetch-depth: 0
      - name: Fetch additional refs
        env:
          GH_AW_FETCH_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
        run: |
          header=$(printf "x-access-token:%s" "${GH_AW_FETCH_TOKEN}" | base64 -w 0)
          git -c "http.extraheader=Authorization: Basic ${header}" fetch origin '+refs/heads/*:refs/remotes/origin/*'
      - name: Setup Bun
        uses: oven-sh/setup-bun@0c5077e51419868618aeaa5fe8019c62421857d6 # v2.2.0
        with:
          bun-version: '1.4.2'
      - name: Setup Node.js
        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
        with:
          node-version: '24'
          package-manager-cache: false
      - name: Setup Python
        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
        with:
          python-version: '3.12'
      - name: Create gh-aw temp directory
        run: bash "${RUNNER_TEMP}/gh-aw/actions/create_gh_aw_tmp_dir.sh"
      - name: Configure gh CLI for GitHub Enterprise
        run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_gh_for_ghe.sh"
        env:
          GH_TOKEN: ${{ github.token }}
      - name: Download activation artifact
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: activation
          path: /tmp/gh-aw
      # Repo memory git-based storage configuration from frontmatter processed below
      - name: Clone repo-memory branch (default)
        env:
          GH_TOKEN: ${{ github.token }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          BRANCH_NAME: memory/autoloop
          TARGET_REPO: ${{ github.repository }}
          MEMORY_DIR: /tmp/gh-aw/repo-memory/default
          CREATE_ORPHAN: true
        run: bash "${RUNNER_TEMP}/gh-aw/actions/clone_repo_memory_branch.sh"
      - env:
          AUTOLOOP_PROGRAM: ${{ github.event.inputs.program }}
          GITHUB_REPOSITORY: ${{ github.repository }}
          GITHUB_TOKEN: ${{ github.token }}
        name: Check which programs are due
        run: |
          python3 .github/workflows/scripts/autoloop_scheduler.py
      - name: Prepare the selected program's pinned tools
        run: python3 -I .github/workflows/scripts/provision_agent_runtime.py --selection /tmp/gh-aw/autoloop.json --repo-root "$GITHUB_WORKSPACE" --stage-actions-dir "$RUNNER_TEMP/gh-aw/actions"

      - name: Configure Git credentials
        env:
          GITHUB_REPOSITORY: ${{ github.repository }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_TOKEN: ${{ github.token }}
        run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_git_credentials.sh"
      - 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: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'checkout_pr_branch.cjs'));
            await main();
      - name: Install GitHub Copilot CLI
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh"
        env:
          GH_HOST: github.com
          GH_AW_COMPILED_VERSION: v0.87.10
      - name: Install AWF binary
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.28.10 --rootless
      - 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: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const determineAutomaticLockdown = require(path.join(actionsDir, 'determine_automatic_lockdown.cjs'));
            await determineAutomaticLockdown(github, context, core);
      - name: Restore agent config folders from base branch
        if: steps.checkout-pr.outcome == 'success'
        env:
          GH_AW_AGENT_FOLDERS: ".agents .github"
          GH_AW_AGENT_FILES: "AGENTS.md"
        run: bash "${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"
      - env:
          GITHUB_TOKEN: ${{ github.token }}
          TSB_BASE_BRANCH: ${{ github.event.repository.default_branch }}
        name: Capture authenticated branch evidence before inference
        run: |-
          bash "$RUNNER_TEMP/gh-aw/actions/clean_git_credentials.sh"
          python3 -I "$RUNNER_TEMP/gh-aw/actions/capture_agent_branch_state.py" --selection "$RUNNER_TEMP/gh-aw/actions/tsb_agent_runtime_selection.json" --output "$RUNNER_TEMP/gh-aw/actions/tsb_agent_branch_state.json" --repo-root "$GITHUB_WORKSPACE" --base "$TSB_BASE_BRANCH"

      - name: Download container images
        run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.28.10@sha256:c01e6d16d11ea4f2a46cc023a9f402224a3b3861b026818eec0dc586d7e6918e ghcr.io/github/gh-aw-firewall/api-proxy:0.28.10@sha256:c3a18aebb8251339117ea998296315de17bada366f8d03919b3348ea71112e64 ghcr.io/github/gh-aw-firewall/squid:0.28.10@sha256:c06076f7aca95df713e0748c44d80c0a3c2538fad67bfdd04296d45158e083e6 ghcr.io/github/gh-aw-mcpg:v0.4.14@sha256:b2f0c2b2f17b5fbe809e5bb99dc185b6ddd70df25295dc63a6d526350334eff5 ghcr.io/github/gh-aw-node@sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e ghcr.io/github/github-mcp-server:v1.11.0@sha256:fbec75de11c255213fa08d80fb166abe73d851fff631c51c0079872967720699
      - name: Prepare Safe Outputs Directories
        run: |
          mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs"
          mkdir -p /tmp/gh-aw/safeoutputs
          mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
      - name: Generate Safe Outputs Config
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_FILE_ROOT: "${{ runner.temp }}/gh-aw"
          GH_AW_FILE_CONFIG: "{\"files\":[{\"path\":\"safeoutputs/config.json\",\"content_env\":\"GH_AW_SAFE_OUTPUTS_CONFIG\"}]}"
          GH_AW_SAFE_OUTPUTS_CONFIG: "{\"add_comment\":{\"hide_older_comments\":false,\"max\":7,\"target\":\"*\"},\"add_labels\":{\"max\":2,\"target\":\"*\"},\"create_issue\":{\"labels\":[\"automation\",\"autoloop\"],\"max\":1},\"create_pull_request\":{\"draft\":true,\"labels\":[\"automation\",\"autoloop\"],\"max\":1,\"max_patch_files\":64,\"max_patch_size\":10240,\"preserve_branch_name\":true,\"protect_top_level_dot_folders\":true,\"protected_files\":[\"deno.json\",\"deno.jsonc\",\"deno.lock\",\"global.json\",\"NuGet.Config\",\"Directory.Packages.props\",\"mix.exs\",\"mix.lock\",\"go.mod\",\"go.sum\",\"stack.yaml\",\"stack.yaml.lock\",\"pom.xml\",\"build.gradle\",\"build.gradle.kts\",\"settings.gradle\",\"settings.gradle.kts\",\"gradle.properties\",\"npm-shrinkwrap.json\",\"Pipfile\",\"Pipfile.lock\",\"Gemfile\",\"Gemfile.lock\",\"uv.lock\",\"CODEOWNERS\",\"DESIGN.md\",\"README.md\",\"CONTRIBUTING.md\",\"CHANGELOG.md\",\"SECURITY.md\",\"CODE_OF_CONDUCT.md\",\"AGENTS.md\"],\"protected_files_policy\":\"fallback-to-issue\",\"recreate_ref\":true},\"create_report_incomplete_issue\":{},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"false\"},\"push_repo_memory\":{\"memories\":[{\"dir\":\"/tmp/gh-aw/repo-memory/default\",\"id\":\"default\",\"max_file_count\":100,\"max_file_size\":30720,\"max_patch_size\":10240}]},\"push_to_pull_request_branch\":{\"if_no_changes\":\"warn\",\"max\":1,\"max_patch_size\":10240,\"protect_top_level_dot_folders\":true,\"protected_files\":[\"deno.json\",\"deno.jsonc\",\"deno.lock\",\"global.json\",\"NuGet.Config\",\"Directory.Packages.props\",\"mix.exs\",\"mix.lock\",\"go.mod\",\"go.sum\",\"stack.yaml\",\"stack.yaml.lock\",\"pom.xml\",\"build.gradle\",\"build.gradle.kts\",\"settings.gradle\",\"settings.gradle.kts\",\"gradle.properties\",\"npm-shrinkwrap.json\",\"Pipfile\",\"Pipfile.lock\",\"Gemfile\",\"Gemfile.lock\",\"uv.lock\",\"CODEOWNERS\",\"DESIGN.md\",\"README.md\",\"CONTRIBUTING.md\",\"CHANGELOG.md\",\"SECURITY.md\",\"CODE_OF_CONDUCT.md\",\"AGENTS.md\"],\"protected_files_policy\":\"allowed\",\"signed_commits\":false,\"target\":\"*\",\"title_prefix\":\"[Autoloop\"},\"remove_labels\":{\"max\":2,\"target\":\"*\"},\"report_incomplete\":{},\"update_issue\":{\"allow_body\":true,\"max\":3,\"target\":\"*\",\"title_prefix\":\"[Autoloop\"}}"
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'create_files.cjs'));
            await main();
      - name: Generate Safe Outputs Tools
        env:
          GH_AW_TOOLS_META_JSON: |
            {
              "description_suffixes": {
                "add_comment": " CONSTRAINTS: Maximum 7 comment(s) can be added. Target: *. Supports reply_to_id for discussion threading.",
                "add_labels": " CONSTRAINTS: Maximum 2 label(s) can be added. Target: *.",
                "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Labels [\"automation\" \"autoloop\"] will be automatically added.",
                "create_pull_request": " CONSTRAINTS: Maximum 1 pull request(s) can be created. Labels [\"automation\" \"autoloop\"] will be automatically added. PRs will be created as drafts.",
                "push_to_pull_request_branch": " CONSTRAINTS: Maximum 1 push(es) can be made. The target pull request title must start with \"[Autoloop\".",
                "remove_labels": " CONSTRAINTS: Maximum 2 label(s) can be removed. Target: *.",
                "update_issue": " CONSTRAINTS: Maximum 3 issue(s) can be updated. Target: *. The target issue title must start with \"[Autoloop\"."
              },
              "repo_params": {},
              "dynamic_tools": []
            }
          GH_AW_VALIDATION_JSON: |
            {
              "add_comment": {
                "defaultMax": 1,
                "fields": {
                  "body": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000
                  },
                  "comment_id": {
                    "optionalPositiveInteger": true
                  },
                  "item_number": {
                    "issueOrPRNumber": true
                  },
                  "pr": {
                    "issueOrPRNumber": true
                  },
                  "pr_number": {
                    "issueOrPRNumber": true
                  },
                  "reply_to_id": {
                    "type": "string",
                    "maxLength": 256
                  },
                  "repo": {
                    "type": "string",
                    "maxLength": 256
                  },
                  "target": {
                    "type": "string",
                    "enum": [
                      "status"
                    ]
                  },
                  "temporary_id": {
                    "type": "string",
                    "pattern": "^#?aw_[A-Za-z0-9_]{3,12}$"
                  }
                }
              },
              "add_labels": {
                "defaultMax": 5,
                "fields": {
                  "item_number": {
                    "issueNumberOrTemporaryId": true
                  },
                  "labels": {
                    "required": true,
                    "type": "array"
                  },
                  "repo": {
                    "type": "string",
                    "maxLength": 256
                  }
                }
              },
              "create_issue": {
                "defaultMax": 1,
                "fields": {
                  "blocked_by": {},
                  "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
                  }
                }
              },
              "create_pull_request": {
                "defaultMax": 1,
                "fields": {
                  "base": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 128
                  },
                  "body": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000
                  },
                  "branch": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 256
                  },
                  "dependencies": {
                    "type": "array",
                    "itemType": "string",
                    "itemSanitize": true,
                    "itemMaxLength": 256
                  },
                  "draft": {
                    "type": "boolean"
                  },
                  "labels": {
                    "type": "array",
                    "itemType": "string",
                    "itemSanitize": true,
                    "itemMaxLength": 128
                  },
                  "repo": {
                    "type": "string",
                    "maxLength": 256
                  },
                  "stack_position": {
                    "optionalPositiveInteger": true
                  },
                  "stack_root": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 256
                  },
                  "temporary_id": {
                    "type": "string",
                    "pattern": "^#?aw_[A-Za-z0-9_]{3,12}$"
                  },
                  "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
                  }
                }
              },
              "push_repo_memory": {
                "defaultMax": 1,
                "fields": {
                  "memory_id": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 128
                  }
                }
              },
              "push_to_pull_request_branch": {
                "defaultMax": 1,
                "fields": {
                  "branch": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 256
                  },
                  "message": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000
                  },
                  "pull_request_number": {
                    "issueOrPRNumber": true
                  },
                  "repo": {
                    "type": "string",
                    "maxLength": 256
                  }
                }
              },
              "remove_labels": {
                "defaultMax": 5,
                "fields": {
                  "item_number": {
                    "issueNumberOrTemporaryId": true
                  },
                  "labels": {
                    "required": true,
                    "type": "array"
                  },
                  "repo": {
                    "type": "string",
                    "maxLength": 256
                  }
                }
              },
              "report_incomplete": {
                "defaultMax": 5,
                "fields": {
                  "details": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000
                  },
                  "reason": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 1024
                  }
                }
              },
              "update_issue": {
                "defaultMax": 1,
                "fields": {
                  "assignees": {
                    "type": "array",
                    "itemType": "string",
                    "itemSanitize": true,
                    "itemMaxLength": 39
                  },
                  "body": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000
                  },
                  "issue_number": {
                    "issueOrPRNumber": true
                  },
                  "labels": {
                    "type": "array"
                  },
                  "milestone": {
                    "optionalPositiveInteger": true
                  },
                  "operation": {
                    "type": "string",
                    "enum": [
                      "replace",
                      "append",
                      "prepend",
                      "replace-island"
                    ]
                  },
                  "repo": {
                    "type": "string",
                    "maxLength": 256
                  },
                  "status": {
                    "type": "string",
                    "enum": [
                      "open",
                      "closed"
                    ]
                  },
                  "title": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 128
                  }
                },
                "customValidation": "requiresOneOf:status,title,body,labels,assignees,milestone"
              }
            }
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'generate_safe_outputs_tools.cjs'));
            await main();
      - name: Start MCP Gateway
        id: start-mcp-gateway
        env:
          GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST: ${{ vars.GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST || 'true' }}
          GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
          GH_AW_SAFE_OUTPUTS_CONFIG_PATH: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS_CONFIG_PATH }}
          GH_AW_SAFE_OUTPUTS_TOOLS_PATH: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS_TOOLS_PATH }}
          GH_AW_SINK_VISIBILITY: ${{ steps.determine-automatic-lockdown.outputs.visibility }}
          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"
          if [ -n "${GITHUB_EVENT_PATH:-}" ] && [ -r "${GITHUB_EVENT_PATH}" ]; then
            GH_AW_SAFEOUTPUTS_EVENT_PATH="${RUNNER_TEMP}/gh-aw/safeoutputs/github_event.json"
            cp "${GITHUB_EVENT_PATH}" "${GH_AW_SAFEOUTPUTS_EVENT_PATH}"
            export GITHUB_EVENT_PATH="${GH_AW_SAFEOUTPUTS_EVENT_PATH}"
          fi

          # Export gateway environment variables for MCP config and gateway script
          export MCP_GATEWAY_PORT="8080"
          export MCP_GATEWAY_DOMAIN="awmg-mcpg"
          export MCP_GATEWAY_HOST_DOMAIN="localhost"
          MCP_GATEWAY_AGENT_ID=$(openssl rand -base64 45 | tr -d '/+=')
          echo "::add-mask::${MCP_GATEWAY_AGENT_ID}"
          export MCP_GATEWAY_AGENT_ID
          export MCP_GATEWAY_PAYLOAD_DIR="/tmp/gh-aw/mcp-payloads"
          mkdir -p "${MCP_GATEWAY_PAYLOAD_DIR}"
          export MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD="524288"
          export MCP_GATEWAY_ALLOWED_MOUNT_ROOTS="${GITHUB_WORKSPACE}:rw,${RUNNER_TEMP}/gh-aw:ro,${RUNNER_TEMP}/gh-aw/safeoutputs:rw,/opt:ro,/tmp:rw,/usr/bin/gh:ro"
          export GH_AW_PR_HEAD_BASE_BRANCH="${GH_AW_PR_HEAD_BASE_BRANCH:-}"
          export GH_AW_PR_HEAD_BASE_SHA="${GH_AW_PR_HEAD_BASE_SHA:-}"
          export GH_AW_PR_HEAD_BASE_REPO="${GH_AW_PR_HEAD_BASE_REPO:-}"
          export GH_AW_PR_HEAD_BASE_PR_NUMBER="${GH_AW_PR_HEAD_BASE_PR_NUMBER:-}"
          export GH_AW_PR_HEAD_BASE_REF="${GH_AW_PR_HEAD_BASE_REF:-}"
          export GH_AW_PR_HEAD_REPO="${GH_AW_PR_HEAD_REPO:-}"
          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')
          source "${RUNNER_TEMP}/gh-aw/actions/resolve_docker_socket_gid.sh"
          export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network bridge -p 127.0.0.1:'"${MCP_GATEWAY_PORT}"':'"${MCP_GATEWAY_PORT}"' --name awmg-mcpg --add-host host.docker.internal:host-gateway --user '"${MCP_GATEWAY_UID}"':'"${MCP_GATEWAY_GID}"' --group-add '"${DOCKER_SOCK_GID}"' -v '"${DOCKER_SOCK_PATH}"':/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_AGENT_ID -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DOCKER_HOST=unix:///var/run/docker.sock -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_PR_HEAD_BASE_BRANCH -e GH_AW_PR_HEAD_BASE_SHA -e GH_AW_PR_HEAD_BASE_REPO -e GH_AW_PR_HEAD_BASE_PR_NUMBER -e GH_AW_PR_HEAD_BASE_REF -e GH_AW_PR_HEAD_REPO -e GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GH_AW_SINK_VISIBILITY -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e RUNNER_TEMP -e RUNNER_TOOL_CACHE -e MCP_GATEWAY_ALLOWED_MOUNT_ROOTS -e GITHUB_AW_OTEL_TRACE_ID -e GITHUB_AW_OTEL_PARENT_SPAN_ID -e OTEL_EXPORTER_OTLP_HEADERS -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw -v '"${RUNNER_TEMP}"'/gh-aw/safeoutputs:'"${RUNNER_TEMP}"'/gh-aw/safeoutputs:rw ghcr.io/github/gh-aw-mcpg:v0.4.14'

          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_49487023ddc15a63_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
          {
            "mcpServers": {
              "github": {
                "type": "stdio",
                "container": "ghcr.io/github/github-mcp-server:v1.11.0",
                "env": {
                  "GITHUB_FEATURES": "fields_param",
                  "GITHUB_HOST": "${GITHUB_SERVER_URL}",
                  "GITHUB_PERSONAL_ACCESS_TOKEN": "${GITHUB_MCP_SERVER_TOKEN}",
                  "GITHUB_READ_ONLY": "1",
                  "GITHUB_TOOLSETS": "all"
                },
                "guard-policies": {
                  "allow-only": {
                    "min-integrity": "$GITHUB_MCP_GUARD_MIN_INTEGRITY",
                    "repos": "$GITHUB_MCP_GUARD_REPOS"
                  }
                }
              },
              "safeoutputs": {
                "type": "stdio",
                "container": "ghcr.io/github/gh-aw-node",
                "mounts": ["\${GITHUB_WORKSPACE}:\${GITHUB_WORKSPACE}:rw", "${RUNNER_TEMP}/gh-aw/safeoutputs:${RUNNER_TEMP}/gh-aw/safeoutputs:rw", "/tmp/gh-aw:/tmp/gh-aw:rw"],
                "args": ["-w", "\${GITHUB_WORKSPACE}"],
                "entrypoint": "sh",
                "entrypointArgs": ["-c", "sh ${RUNNER_TEMP}/gh-aw/safeoutputs/start_safe_outputs_mcp.sh"],
                "env": {
                  "DEBUG": "*",
                  "DEFAULT_BRANCH": "\${DEFAULT_BRANCH}",
                  "GH_AW_ASSETS_ALLOWED_EXTS": "\${GH_AW_ASSETS_ALLOWED_EXTS}",
                  "GH_AW_ASSETS_BRANCH": "\${GH_AW_ASSETS_BRANCH}",
                  "GH_AW_ASSETS_MAX_SIZE_KB": "\${GH_AW_ASSETS_MAX_SIZE_KB}",
                  "GH_AW_MCP_LOG_DIR": "\${GH_AW_MCP_LOG_DIR}",
                  "GH_AW_SAFE_OUTPUTS": "\${GH_AW_SAFE_OUTPUTS}",
                  "GH_AW_SAFE_OUTPUTS_CONFIG_PATH": "\${GH_AW_SAFE_OUTPUTS_CONFIG_PATH}",
                  "GH_AW_SAFE_OUTPUTS_TOOLS_PATH": "\${GH_AW_SAFE_OUTPUTS_TOOLS_PATH}",
                  "GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST": "\${GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST}",
                  "GH_AW_PR_HEAD_BASE_BRANCH": "\${GH_AW_PR_HEAD_BASE_BRANCH}",
                  "GH_AW_PR_HEAD_BASE_SHA": "\${GH_AW_PR_HEAD_BASE_SHA}",
                  "GH_AW_PR_HEAD_BASE_REPO": "\${GH_AW_PR_HEAD_BASE_REPO}",
                  "GH_AW_PR_HEAD_BASE_PR_NUMBER": "\${GH_AW_PR_HEAD_BASE_PR_NUMBER}",
                  "GH_AW_PR_HEAD_BASE_REF": "\${GH_AW_PR_HEAD_BASE_REF}",
                  "GH_AW_PR_HEAD_REPO": "\${GH_AW_PR_HEAD_REPO}",
                  "GITHUB_EVENT_NAME": "\${GITHUB_EVENT_NAME}",
                  "GITHUB_EVENT_PATH": "\${GITHUB_EVENT_PATH}",
                  "GITHUB_REPOSITORY": "\${GITHUB_REPOSITORY}",
                  "GITHUB_SHA": "\${GITHUB_SHA}",
                  "GITHUB_TOKEN": "\${GITHUB_TOKEN}",
                  "GITHUB_WORKSPACE": "\${GITHUB_WORKSPACE}",
                  "RUNNER_TEMP": "\${RUNNER_TEMP}"
                },
                "guard-policies": {
                  "write-sink": {
                    "accept": [
                      "*"
                    ],
                    "sink-visibility": "${GH_AW_SINK_VISIBILITY}"
                  }
                }
              }
            },
            "gateway": {
              "port": $MCP_GATEWAY_PORT,
              "domain": "${MCP_GATEWAY_DOMAIN}",
              "agentId": "${MCP_GATEWAY_AGENT_ID}",
              "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}",
              "startupTimeout": 120,
              "opentelemetry": {
                "endpoint": "${OTEL_EXPORTER_OTLP_ENDPOINT}",
                "traceId": "${GITHUB_AW_OTEL_TRACE_ID}",
                "spanId": "${GITHUB_AW_OTEL_PARENT_SPAN_ID}"
              }
            }
          }
          GH_AW_MCP_CONFIG_49487023ddc15a63_EOF
      - name: Mount MCP servers as CLIs
        id: mount-mcp-clis
        continue-on-error: true
        env:
          MCP_GATEWAY_AGENT_ID: ${{ steps.start-mcp-gateway.outputs.gateway-agent-id }}
          MCP_GATEWAY_DOMAIN: ${{ steps.start-mcp-gateway.outputs.gateway-domain }}
          MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io);
            const { main } = require(path.join(actionsDir, 'mount_mcp_as_cli.cjs'));
            await main();
      - name: Clean credentials
        continue-on-error: true
        run: bash "${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh"
      - name: Audit pre-agent workspace
        id: pre_agent_audit
        continue-on-error: true
        run: bash "${RUNNER_TEMP}/gh-aw/actions/audit_pre_agent_workspace.sh"
      - name: Execute GitHub Copilot CLI
        id: agentic_execution
        # Copilot CLI tool arguments (sorted):
        # --allow-tool github
        # --allow-tool safeoutputs
        # --allow-tool shell
        # --allow-tool web_fetch
        # --allow-tool write
        timeout-minutes: 45
        run: |
          set -o pipefail
          printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
          trap 'gh_aw_exit_code=$?; mkdir -p /tmp/gh-aw >/dev/null 2>&1 || true; printf "%s" "$gh_aw_exit_code" > /tmp/gh-aw/agent_execution_exit_code.txt || true; rm -f "$HOME/.copilot/settings.json"; if [ "$gh_aw_exit_code" -ne 0 ]; then echo "::error::Agent execution exited with code $gh_aw_exit_code"; fi' EXIT
          mkdir -p "$HOME/.copilot"
          printf '%s' '{"builtInAgents":{"rubberDuck":false}}' > "$HOME/.copilot/settings.json"
          export XDG_CONFIG_HOME="$HOME"
          export GH_AW_MCP_CONFIG="$HOME/.copilot/mcp-config.json"
          GH_AW_COPILOT_SRC="$(command -v copilot 2>/dev/null || true)"
          if [ -z "$GH_AW_COPILOT_SRC" ] || [ ! -x "$GH_AW_COPILOT_SRC" ]; then
            echo "GitHub Copilot CLI executable not found on PATH after installation" >&2
            exit 127
          fi
          GH_AW_COPILOT_BIN="${RUNNER_TEMP}/gh-aw/bin/copilot"
          mkdir -p "${RUNNER_TEMP}/gh-aw/bin"
          if [ "$GH_AW_COPILOT_SRC" != "$GH_AW_COPILOT_BIN" ]; then
            cp "$GH_AW_COPILOT_SRC" "$GH_AW_COPILOT_BIN"
          fi
          chmod 755 "$GH_AW_COPILOT_BIN"

          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/v0.28.10/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.gradle-enterprise.cloud\",\"*.pythonhosted.org\",\"*.vsblob.vsassets.io\",\"adoptium.net\",\"anaconda.org\",\"api.adoptium.net\",\"api.foojay.io\",\"api.npms.io\",\"api.nuget.org\",\"api.snapcraft.io\",\"archive.apache.org\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"azuresearch-usnc.nuget.org\",\"azuresearch-ussc.nuget.org\",\"binstar.org\",\"bootstrap.pypa.io\",\"builds.dotnet.microsoft.com\",\"bun.sh\",\"cdn.azul.com\",\"cdn.jsdelivr.net\",\"central.sonatype.com\",\"ci.dot.net\",\"conda.anaconda.org\",\"conda.binstar.org\",\"crates.io\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"dc.services.visualstudio.com\",\"deb.nodesource.com\",\"deno.land\",\"develocity.apache.org\",\"dist.nuget.org\",\"dl.google.com\",\"dlcdn.apache.org\",\"dot.net\",\"dotnet.microsoft.com\",\"dotnetcli.blob.core.windows.net\",\"download.eclipse.org\",\"download.java.net\",\"download.oracle.com\",\"downloads.gradle-dn.com\",\"esm.sh\",\"files.pythonhosted.org\",\"ge.spockframework.org\",\"get.pnpm.io\",\"googleapis.deno.dev\",\"googlechromelabs.github.io\",\"gradle.org\",\"https://github.com\",\"index.crates.io\",\"jcenter.bintray.com\",\"jdk.java.net\",\"json-schema.org\",\"json.schemastore.org\",\"jsr.io\",\"keyserver.ubuntu.com\",\"maven-central.storage-download.googleapis.com\",\"maven.apache.org\",\"maven.google.com\",\"maven.oracle.com\",\"maven.pkg.github.com\",\"nodejs.org\",\"npm.pkg.github.com\",\"npmjs.com\",\"npmjs.org\",\"nuget.org\",\"nuget.pkg.github.com\",\"nugetregistryv2prod.blob.core.windows.net\",\"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\",\"oneocsp.microsoft.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"pip.pypa.io\",\"pkgs.dev.azure.com\",\"plugins-artifacts.gradle.org\",\"plugins.gradle.org\",\"ppa.launchpad.net\",\"pypi.org\",\"pypi.python.org\",\"registry.bower.io\",\"registry.npmjs.com\",\"registry.npmjs.org\",\"registry.yarnpkg.com\",\"repo.anaconda.com\",\"repo.continuum.io\",\"repo.gradle.org\",\"repo.grails.org\",\"repo.maven.apache.org\",\"repo.spring.io\",\"repo.yarnpkg.com\",\"repo1.maven.org\",\"repository.apache.org\",\"s.symcb.com\",\"s.symcd.com\",\"scans-in.gradle.com\",\"security.ubuntu.com\",\"services.gradle.org\",\"sh.rustup.rs\",\"skimdb.npmjs.com\",\"static.crates.io\",\"static.rust-lang.org\",\"storage.googleapis.com\",\"telemetry.vercel.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\",\"www.googleapis.com\",\"www.java.com\",\"www.microsoft.com\",\"www.npmjs.com\",\"www.npmjs.org\",\"yarnpkg.com\"],\"isolation\":true,\"topologyAttach\":[\"awmg-mcpg\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.5\",\"gpt-5.6\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"auto\":[\"copilot/auto\",\"large\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\",\"kimi\"],\"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*\"],\"detection\":[\"small\"],\"evals\":[\"small\"],\"fable\":[\"copilot/*fable*\",\"anthropic/*fable*\"],\"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-3.6-flash\":[\"copilot/gemini-3.6*flash*\",\"google/gemini-3.6*flash*\",\"gemini/gemini-3.6*flash*\"],\"gemini-3.7-flash\":[\"copilot/gemini-3.7*flash*\",\"google/gemini-3.7*flash*\",\"gemini/gemini-3.7*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-omni\":[\"copilot/gemini-omni*\",\"google/gemini-omni*\",\"gemini/gemini-omni*\"],\"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-5.1\":[\"copilot/gpt-5.1*\",\"openai/gpt-5.1*\"],\"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*\"],\"gpt-5.6\":[\"copilot/gpt-5.6*\",\"openai/gpt-5.6*\"],\"grok\":[\"copilot/*grok*\",\"openai/*grok*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"image-generation\":[\"copilot/gpt-image*\",\"openai/gpt-image*\",\"openai/chatgpt-image*\",\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"google/imagen*\"],\"kimi\":[\"copilot/kimi*\",\"openai/kimi*\"],\"kiwi\":[\"copilot/kiwi*\",\"openai/kiwi*\"],\"large\":[\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mai-code-1-flash-picker\":[\"copilot/MAI-Code-1-Flash-picker*\",\"copilot/mai-code-1-flash-picker*\",\"openai/MAI-Code-1-Flash-picker*\"],\"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\"],\"raptor-mini\":[\"copilot/raptor*\",\"openai/raptor*\"],\"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-5*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\",\"anthropic/*sonnet-5*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"veo\":[\"google/veo*\",\"gemini/veo*\"],\"vision\":[\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.28.10,squid=sha256:c06076f7aca95df713e0748c44d80c0a3c2538fad67bfdd04296d45158e083e6,agent=sha256:c01e6d16d11ea4f2a46cc023a9f402224a3b3861b026818eec0dc586d7e6918e,api-proxy=sha256:c3a18aebb8251339117ea998296315de17bada366f8d03919b3348ea71112e64,cli-proxy=sha256:a61070cb7f21840c5f2ec74d55b49adf0652d0348ce059015aaaca33a8cb6b45\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
          cp "${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
          if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
            GH_AW_CHROOT_BINARIES_SOURCE_PATH="${RUNNER_TEMP}/gh-aw" GH_AW_CHROOT_IDENTITY_HOME="${RUNNER_TEMP}/gh-aw/home" node "${RUNNER_TEMP}/gh-aw/actions/patch_awf_chroot_config.cjs"
          fi
          GH_AW_TOOL_CACHE_MOUNT=""
          GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"
          if [ -d "$GH_AW_TOOL_CACHE" ]; then
            if [[ "$GH_AW_TOOL_CACHE" != /opt/* ]]; then
              GH_AW_TOOL_CACHE_MOUNT="$GH_AW_TOOL_CACHE:$GH_AW_TOOL_CACHE:ro"
            fi
          fi
          # shellcheck disable=SC1003,SC2016,SC2086
          awf --config "${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"} --env-all --exclude-env ACTIONS_ID_TOKEN_REQUEST_TOKEN --exclude-env ACTIONS_ID_TOKEN_REQUEST_URL --exclude-env COPILOT_GITHUB_TOKEN --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_AGENT_ID --mount /tmp/gh-aw:/tmp/gh-aw:rw --log-level info --skip-pull \
            -- /bin/bash -c 'set +o histexpand; export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/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" "${RUNNER_TEMP}/gh-aw/actions/tsb_runtime_harness.cjs" "${RUNNER_TEMP}/gh-aw/bin/copilot" --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --no-ask-user --allow-tool github --allow-tool safeoutputs --allow-tool shell --allow-tool web_fetch --allow-tool write --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 || 'auto' }}
          GH_AW_LLM_PROVIDER: github
          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: 45
          GH_AW_VERSION: v0.87.10
          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
        env:
          GH_AW_AGENTIC_EXECUTION_OUTCOME: ${{ steps.agentic_execution.outcome }}
          GH_AW_ENGINE_STEP_TIMEOUT_MINUTES: 45
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'detect_agent_errors.cjs'));
            await main();
      - name: Configure Git credentials
        env:
          GITHUB_REPOSITORY: ${{ github.repository }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_TOKEN: ${{ github.token }}
        run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_git_credentials.sh"
      - 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_AGENT_ID: ${{ steps.start-mcp-gateway.outputs.gateway-agent-id }}
          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 path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, '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: "*.gradle-enterprise.cloud,*.pythonhosted.org,*.vsblob.vsassets.io,adoptium.net,anaconda.org,api.adoptium.net,api.foojay.io,api.npms.io,api.nuget.org,api.snapcraft.io,archive.apache.org,archive.ubuntu.com,azure.archive.ubuntu.com,azuresearch-usnc.nuget.org,azuresearch-ussc.nuget.org,binstar.org,bootstrap.pypa.io,builds.dotnet.microsoft.com,bun.sh,cdn.azul.com,cdn.jsdelivr.net,central.sonatype.com,ci.dot.net,conda.anaconda.org,conda.binstar.org,crates.io,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,dc.services.visualstudio.com,deb.nodesource.com,deno.land,develocity.apache.org,dist.nuget.org,dl.google.com,dlcdn.apache.org,dot.net,dotnet.microsoft.com,dotnetcli.blob.core.windows.net,download.eclipse.org,download.java.net,download.oracle.com,downloads.gradle-dn.com,esm.sh,files.pythonhosted.org,ge.spockframework.org,get.pnpm.io,googleapis.deno.dev,googlechromelabs.github.io,gradle.org,https://github.com,index.crates.io,jcenter.bintray.com,jdk.java.net,json-schema.org,json.schemastore.org,jsr.io,keyserver.ubuntu.com,maven-central.storage-download.googleapis.com,maven.apache.org,maven.google.com,maven.oracle.com,maven.pkg.github.com,nodejs.org,npm.pkg.github.com,npmjs.com,npmjs.org,nuget.org,nuget.pkg.github.com,nugetregistryv2prod.blob.core.windows.net,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,oneocsp.microsoft.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,pkgs.dev.azure.com,plugins-artifacts.gradle.org,plugins.gradle.org,ppa.launchpad.net,pypi.org,pypi.python.org,registry.bower.io,registry.npmjs.com,registry.npmjs.org,registry.yarnpkg.com,repo.anaconda.com,repo.continuum.io,repo.gradle.org,repo.grails.org,repo.maven.apache.org,repo.spring.io,repo.yarnpkg.com,repo1.maven.org,repository.apache.org,s.symcb.com,s.symcd.com,scans-in.gradle.com,security.ubuntu.com,services.gradle.org,sh.rustup.rs,skimdb.npmjs.com,static.crates.io,static.rust-lang.org,storage.googleapis.com,telemetry.vercel.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com,www.java.com,www.microsoft.com,www.npmjs.com,www.npmjs.org,yarnpkg.com"
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_API_URL: ${{ github.api_url }}
          GH_AW_COMMANDS: "[\"autoloop\"]"
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, '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/
          GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'parse_copilot_log.cjs'));
            await main();
      - name: Parse MCP Gateway logs for step summary
        if: always()
        id: parse-mcp-gateway
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'parse_mcp_gateway_log.cjs'));
            await main();
      - name: Print firewall logs
        if: always()
        continue-on-error: true
        env:
          AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
        run: bash "${RUNNER_TEMP}/gh-aw/actions/print_firewall_logs.sh" --rootless
      - name: Parse token usage for step summary
        if: always()
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, '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 path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'awf_reflect_summary.cjs'));
            await main();
      - name: Generate observability summary
        if: always()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'generate_observability_summary.cjs'));
            await main(core);
      - name: Write agent output placeholder if missing
        if: always()
        run: |
          if [ ! -f /tmp/gh-aw/agent_output.json ]; then
            echo '{"items":[]}' > /tmp/gh-aw/agent_output.json
          fi
      # Upload repo memory as artifacts for push job
      - name: Sanitize repo-memory filenames (default)
        if: always()
        continue-on-error: true
        env:
          MEMORY_DIR: /tmp/gh-aw/repo-memory/default
        run: bash "${RUNNER_TEMP}/gh-aw/actions/sanitize_repo_memory_filenames.sh"
      - name: Upload repo-memory artifact (default)
        if: always()
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        with:
          name: repo-memory-default
          path: /tmp/gh-aw/repo-memory/default
          retention-days: 1
          if-no-files-found: ignore
      # Small dedicated copy of the agent output so safe-output processing
      # survives a failed or timed-out upload of the larger agent artifact
      - name: Upload agent output fallback artifact
        if: always()
        continue-on-error: true
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
        with:
          name: agent-output-fallback
          path: |
            /tmp/gh-aw/agent_output.json
            /tmp/gh-aw/safeoutputs.jsonl
          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/otel.jsonl
            /tmp/gh-aw/otlp-export-errors.jsonl
            /tmp/gh-aw/safeoutputs.jsonl
            /tmp/gh-aw/agent_output.json
            /tmp/gh-aw/aw-*.patch
            /tmp/gh-aw/aw-*.bundle
            /tmp/gh-aw/awf-config.json
            /tmp/gh-aw/sandbox/firewall/logs/
            /tmp/gh-aw/sandbox/firewall/audit/
            /tmp/gh-aw/sandbox/firewall/awf-reflect.json
          if-no-files-found: ignore

  conclusion:
    needs:
      - activation
      - agent
      - detection
      - push_repo_memory
      - safe_outputs
    if: >
      always() && (needs.agent.result != 'skipped' || needs.activation.outputs.lockdown_check_failed == 'true' ||
      needs.activation.outputs.oauth_token_check_failed == 'true' || needs.activation.outputs.stale_lock_file_failed == 'true' ||
      needs.activation.outputs.secret_verification_result == 'failed' || needs.activation.outputs.daily_ai_credits_exceeded == 'true')
    runs-on: ubuntu-slim
    permissions:
      actions: read
      contents: write
      issues: write
      pull-requests: write
    concurrency:
      group: "gh-aw-conclusion-autoloop-${{ github.run_id }}"
      cancel-in-progress: false
      queue: max
    env:
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
    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: Setup Scripts
        id: setup
        uses: github/gh-aw-actions/setup@bc8c008a419c5b7a29df6f5641edd35fd1c6ea85 # v0.87.10
        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: "Autoloop"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/autoloop.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.80"
          GH_AW_INFO_AWF_VERSION: "v0.28.10"
          GH_AW_INFO_BODY_MODIFIED: "false"
          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:
          pattern: "{agent,agent-output-fallback}"
          merge-multiple: true
          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
          if [ -f "/tmp/gh-aw/agent_output.json" ]; then
            echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
          fi
      - name: Download detection artifact
        id: download-detection-artifact
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: detection
          path: /tmp/gh-aw/threat-detection/
      - name: Download Safe Outputs Items Manifest
        id: download-safe-outputs-manifest
        if: always()
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          pattern: safe-outputs-items
          merge-multiple: true
          path: /tmp/gh-aw/
      - name: Collect usage artifact files
        if: always()
        continue-on-error: true
        run: bash "${RUNNER_TEMP}/gh-aw/actions/collect_usage_artifact_files.sh"
      - 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.json
            /tmp/gh-aw/usage/aw-info.jsonl
            /tmp/gh-aw/usage/agent_usage.json
            /tmp/gh-aw/usage/agent_usage.jsonl
            /tmp/gh-aw/usage/detection_usage.jsonl
            /tmp/gh-aw/usage/evals.jsonl
            /tmp/gh-aw/usage/graders/grader_manifest.json
            /tmp/gh-aw/usage/graders/grader_results.json
            /tmp/gh-aw/usage/github_rate_limits.jsonl
            /tmp/gh-aw/usage/agent/token_usage.jsonl
            /tmp/gh-aw/usage/detection/token_usage.jsonl
            /tmp/gh-aw/usage/activity/summary.json
          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@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
        with:
          key: agentic-workflow-usage-autoloop-${{ github.run_id }}
          restore-keys: agentic-workflow-usage-autoloop-
          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: ${{ github.token }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context);
            const { main } = require(path.join(actionsDir, 'write_daily_aic_usage_cache.cjs'));
            await main();
      - name: Save daily AIC usage cache
        id: save-daily-aic-cache
        if: always()
        continue-on-error: true
        uses: actions/cache/save@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
        with:
          key: agentic-workflow-usage-autoloop-${{ 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: "Autoloop"
          GH_AW_WORKFLOW_SOURCE: "githubnext/autoloop"
          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: "false"
          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: "autoloop"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, '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: "Autoloop"
          GH_AW_WORKFLOW_SOURCE: "githubnext/autoloop"
          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 path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, '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: "Autoloop"
          GH_AW_WORKFLOW_SOURCE: "githubnext/autoloop"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, '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: "Autoloop"
          GH_AW_WORKFLOW_SOURCE: "githubnext/autoloop"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, '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: "Autoloop"
          GH_AW_WORKFLOW_SOURCE: "githubnext/autoloop"
          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: "autoloop"
          GH_AW_ACTION_FAILURE_ISSUE_EXPIRES_HOURS: "0"
          GH_AW_ENGINE_ID: "copilot"
          GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.activation.outputs.secret_verification_result }}
          GH_AW_ENGINE_SECRET_FAILURE_MESSAGE: "**Alternative**: If your organization has a Copilot subscription, you can avoid the need for a personal access token by adding a top-level `permissions` block to your workflow file. This enables Copilot inference through the org using the built-in GitHub Actions token.\n\n```yaml\npermissions:\n  copilot-requests: write\n```\n\nSee: https://github.github.com/gh-aw/reference/engines/#github-copilot-default"
          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_HTTP_400_RESPONSE_ERROR: ${{ needs.agent.outputs.http_400_response_error }}
          GH_AW_MAX_CACHE_MISSES_EXCEEDED: ${{ needs.agent.outputs.max_cache_misses_exceeded }}
          GH_AW_MISSING_MODEL_PRICING_ERROR: ${{ needs.agent.outputs.missing_model_pricing_error }}
          GH_AW_MISSING_MODEL_PRICING_MODEL_NAME: ${{ needs.agent.outputs.missing_model_pricing_model_name }}
          GH_AW_SHELL_EXPANSION_GUARD_REJECTED: ${{ needs.agent.outputs.shell_expansion_guard_rejected }}
          GH_AW_ENGINE_API_HOSTS: "api.enterprise.githubcopilot.com,api.githubcopilot.com,api.business.githubcopilot.com,api.individual.githubcopilot.com"
          GH_AW_CODE_PUSH_FAILURE_ERRORS: ${{ needs.safe_outputs.outputs.code_push_failure_errors }}
          GH_AW_CODE_PUSH_FAILURE_COUNT: ${{ needs.safe_outputs.outputs.code_push_failure_count }}
          GH_AW_LOCKDOWN_CHECK_FAILED: ${{ needs.activation.outputs.lockdown_check_failed }}
          GH_AW_OAUTH_TOKEN_CHECK_FAILED: ${{ needs.activation.outputs.oauth_token_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_PUSH_REPO_MEMORY_RESULT: ${{ needs.push_repo_memory.result }}
          GH_AW_REPO_MEMORY_VALIDATION_FAILED_default: ${{ needs.push_repo_memory.outputs.validation_failed_default }}
          GH_AW_REPO_MEMORY_VALIDATION_ERROR_default: ${{ needs.push_repo_memory.outputs.validation_error_default }}
          GH_AW_REPO_MEMORY_PATCH_SIZE_EXCEEDED_default: ${{ needs.push_repo_memory.outputs.patch_size_exceeded_default }}
          GH_AW_GROUP_REPORTS: "false"
          GH_AW_FAILURE_REPORT_AS_ISSUE: "true"
          GH_AW_MISSING_TOOL_REPORT_AS_FAILURE: "true"
          GH_AW_MISSING_DATA_REPORT_AS_FAILURE: "true"
          GH_AW_TIMEOUT_MINUTES: "45"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'handle_agent_failure.cjs'));
            await main();
      - name: Report failed jobs
        id: report_failed_jobs
        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: "Autoloop"
          GH_AW_WORKFLOW_SOURCE: "githubnext/autoloop"
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
          GH_AW_REPORT_FAILED_JOBS: "true"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'report_failed_jobs.cjs'));
            await main();
      - name: Update reaction comment with completion status
        id: conclusion
        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_COMMENT_REPO: ${{ needs.activation.outputs.comment_repo }}
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
          GH_AW_WORKFLOW_NAME: "Autoloop"
          GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
          GH_AW_SAFE_OUTPUTS_RESULT: ${{ needs.safe_outputs.result }}
          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 path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'notify_comment_error.cjs'));
            await main();

  detection:
    needs:
      - activation
      - agent
    if: always() && needs.agent.result != 'skipped'
    runs-on: ubuntu-latest
    permissions:
      contents: read
    timeout-minutes: 10
    env:
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
    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: Setup Scripts
        id: setup
        uses: github/gh-aw-actions/setup@bc8c008a419c5b7a29df6f5641edd35fd1c6ea85 # v0.87.10
        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: "Autoloop"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/autoloop.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.80"
          GH_AW_INFO_AWF_VERSION: "v0.28.10"
          GH_AW_INFO_BODY_MODIFIED: "false"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - name: Download activation artifact
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: activation
          path: /tmp/gh-aw
      - name: Download agent output artifact
        id: download-agent-output
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          pattern: "{agent,agent-output-fallback}"
          merge-multiple: true
          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
          if [ -f "/tmp/gh-aw/agent_output.json" ]; then
            echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
          fi
      - name: Checkout repository for patch context
        if: needs.agent.outputs.has_patch == 'true'
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          persist-credentials: false
      # --- Threat Detection ---
      - name: Clean stale firewall files from agent artifact
        run: |
          rm -rf /tmp/gh-aw/sandbox/firewall/logs
          rm -rf /tmp/gh-aw/sandbox/firewall/audit
      - name: Download container images
        run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.28.10@sha256:c01e6d16d11ea4f2a46cc023a9f402224a3b3861b026818eec0dc586d7e6918e ghcr.io/github/gh-aw-firewall/api-proxy:0.28.10@sha256:c3a18aebb8251339117ea998296315de17bada366f8d03919b3348ea71112e64 ghcr.io/github/gh-aw-firewall/squid:0.28.10@sha256:c06076f7aca95df713e0748c44d80c0a3c2538fad67bfdd04296d45158e083e6
      - 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: |
          bash "${RUNNER_TEMP}/gh-aw/actions/prepare_threat_detection_files.sh"
      - name: Setup threat detection
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          WORKFLOW_NAME: "Autoloop"
          WORKFLOW_DESCRIPTION: "An iterative optimization loop inspired by Karpathy's Autoresearch and Claude Code's /loop.\nRuns on a configurable schedule to autonomously improve a target artifact toward a measurable goal.\nEach iteration: reads the program definition, proposes a change, evaluates against a metric,\nand accepts or rejects the change.\n- User defines the optimization goal and evaluation criteria in a program.md file\n- Accepts changes only when they improve the metric (ratchet pattern)\n- Persists all state via repo-memory (human-readable, human-editable)\n- Commits accepted improvements to a long-running branch per program\n- Maintains a single draft PR per program that accumulates all accepted iterations"
          HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
          GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
          GH_AW_DETECTION_SKIP_PROMPT_SUMMARY: "true"
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'setup_threat_detection.cjs'));
            await main();
      - name: Ensure threat-detection directory and log
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        run: |
          mkdir -p /tmp/gh-aw/threat-detection
          touch /tmp/gh-aw/threat-detection/detection.log
      - name: Install AWF binary
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.28.10 --rootless
      - name: Install GitHub Copilot CLI
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh"
        env:
          GH_HOST: github.com
          GH_AW_COMPILED_VERSION: v0.87.10
      - name: Install threat-detect binary
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        continue-on-error: true
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/install_threat_detect_binary.sh" v0.5.1
      - name: Execute threat detection with AWF
        id: detection_agentic_execution
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        continue-on-error: true
        timeout-minutes: 10
        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: detection
          GH_AW_HARNESS_MAX_RETRIES: 0
          GH_AW_LLM_PROVIDER: github
          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: 10
          GH_AW_VERSION: v0.87.10
          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) || '' }}
          WORKFLOW_NAME: "Autoloop"
          WORKFLOW_DESCRIPTION: "An iterative optimization loop inspired by Karpathy's Autoresearch and Claude Code's /loop.\nRuns on a configurable schedule to autonomously improve a target artifact toward a measurable goal.\nEach iteration: reads the program definition, proposes a change, evaluates against a metric,\nand accepts or rejects the change.\n- User defines the optimization goal and evaluation criteria in a program.md file\n- Accepts changes only when they improve the metric (ratchet pattern)\n- Persists all state via repo-memory (human-readable, human-editable)\n- Commits accepted improvements to a long-running branch per program\n- Maintains a single draft PR per program that accumulates all accepted iterations"
          HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
          GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
        run: |
          set -o pipefail
          printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
          GH_AW_COPILOT_SRC="$(command -v copilot 2>/dev/null || true)"
          if [ -z "$GH_AW_COPILOT_SRC" ] || [ ! -x "$GH_AW_COPILOT_SRC" ]; then
            echo "GitHub Copilot CLI executable not found on PATH after installation" >&2
            exit 127
          fi
          GH_AW_COPILOT_BIN="${RUNNER_TEMP}/gh-aw/bin/copilot"
          mkdir -p "${RUNNER_TEMP}/gh-aw/bin"
          if [ "$GH_AW_COPILOT_SRC" != "$GH_AW_COPILOT_BIN" ]; then
            cp "$GH_AW_COPILOT_SRC" "$GH_AW_COPILOT_BIN"
          fi
          chmod 755 "$GH_AW_COPILOT_BIN"

          (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
          GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_DETECTION_MAX_AI_CREDITS || '400' }}"
          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.28.10/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.pythonhosted.org\",\"anaconda.org\",\"api.npms.io\",\"binstar.org\",\"bootstrap.pypa.io\",\"bun.sh\",\"cdn.jsdelivr.net\",\"conda.anaconda.org\",\"conda.binstar.org\",\"deb.nodesource.com\",\"deno.land\",\"esm.sh\",\"files.pythonhosted.org\",\"get.pnpm.io\",\"googleapis.deno.dev\",\"googlechromelabs.github.io\",\"jsr.io\",\"nodejs.org\",\"npm.pkg.github.com\",\"npmjs.com\",\"npmjs.org\",\"pip.pypa.io\",\"pypi.org\",\"pypi.python.org\",\"registry.bower.io\",\"registry.npmjs.com\",\"registry.npmjs.org\",\"registry.yarnpkg.com\",\"repo.anaconda.com\",\"repo.continuum.io\",\"repo.yarnpkg.com\",\"skimdb.npmjs.com\",\"storage.googleapis.com\",\"telemetry.vercel.com\",\"www.npmjs.com\",\"www.npmjs.org\",\"yarnpkg.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.5\",\"gpt-5.6\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"auto\":[\"copilot/auto\",\"large\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\",\"kimi\"],\"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*\"],\"detection\":[\"small\"],\"evals\":[\"small\"],\"fable\":[\"copilot/*fable*\",\"anthropic/*fable*\"],\"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-3.6-flash\":[\"copilot/gemini-3.6*flash*\",\"google/gemini-3.6*flash*\",\"gemini/gemini-3.6*flash*\"],\"gemini-3.7-flash\":[\"copilot/gemini-3.7*flash*\",\"google/gemini-3.7*flash*\",\"gemini/gemini-3.7*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-omni\":[\"copilot/gemini-omni*\",\"google/gemini-omni*\",\"gemini/gemini-omni*\"],\"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-5.1\":[\"copilot/gpt-5.1*\",\"openai/gpt-5.1*\"],\"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*\"],\"gpt-5.6\":[\"copilot/gpt-5.6*\",\"openai/gpt-5.6*\"],\"grok\":[\"copilot/*grok*\",\"openai/*grok*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"image-generation\":[\"copilot/gpt-image*\",\"openai/gpt-image*\",\"openai/chatgpt-image*\",\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"google/imagen*\"],\"kimi\":[\"copilot/kimi*\",\"openai/kimi*\"],\"kiwi\":[\"copilot/kiwi*\",\"openai/kiwi*\"],\"large\":[\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mai-code-1-flash-picker\":[\"copilot/MAI-Code-1-Flash-picker*\",\"copilot/mai-code-1-flash-picker*\",\"openai/MAI-Code-1-Flash-picker*\"],\"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\"],\"raptor-mini\":[\"copilot/raptor*\",\"openai/raptor*\"],\"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-5*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\",\"anthropic/*sonnet-5*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"veo\":[\"google/veo*\",\"gemini/veo*\"],\"vision\":[\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.28.10,squid=sha256:c06076f7aca95df713e0748c44d80c0a3c2538fad67bfdd04296d45158e083e6,agent=sha256:c01e6d16d11ea4f2a46cc023a9f402224a3b3861b026818eec0dc586d7e6918e,api-proxy=sha256:c3a18aebb8251339117ea998296315de17bada366f8d03919b3348ea71112e64,cli-proxy=sha256:a61070cb7f21840c5f2ec74d55b49adf0652d0348ce059015aaaca33a8cb6b45\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
          cp "${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
          if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
            _GH_AW_CHROOT_JSON=$(jq -c --arg src "${RUNNER_TEMP}/gh-aw" --arg user "$(id -un)" --argjson uid "$(id -u)" --argjson gid "$(id -g)" --arg home "${RUNNER_TEMP}/gh-aw/home" '.chroot={"binariesSourcePath":$src,"identity":{"user":$user,"uid":$uid,"gid":$gid,"home":$home}}' "${RUNNER_TEMP}/gh-aw/awf-config.json") || { echo "chroot config patch failed" >&2; exit 1; }
            printf '%s\n' "$_GH_AW_CHROOT_JSON" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
          fi
          GH_AW_TOOL_CACHE_MOUNT=""
          GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"
          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
          fi
          # shellcheck disable=SC1003,SC2016,SC2086
          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"} --env-all --exclude-env ACTIONS_ID_TOKEN_REQUEST_TOKEN --exclude-env ACTIONS_ID_TOKEN_REQUEST_URL --exclude-env COPILOT_GITHUB_TOKEN --mount /tmp/gh-aw:/tmp/gh-aw:rw --mount /tmp/gh-aw/threat-detection:/tmp/gh-aw/threat-detection:rw --log-level info --skip-pull \
            -- /bin/bash -c 'set +o histexpand; export PATH="${RUNNER_TEMP}/gh-aw/bin:$PATH" && : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && threat-detect --engine copilot --output /tmp/gh-aw/threat-detection/detection_result.json /tmp/gh-aw/threat-detection' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
      - name: Render detection log
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'render_detection_log.cjs'));
            await main();
      - name: Copy detection firewall logs
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        continue-on-error: true
        run: |
          mkdir -p /tmp/gh-aw/threat-detection/sandbox/firewall
          if [ -d /tmp/gh-aw/sandbox/firewall/logs ]; then mkdir -p /tmp/gh-aw/threat-detection/sandbox/firewall/logs && cp -r /tmp/gh-aw/sandbox/firewall/logs/. /tmp/gh-aw/threat-detection/sandbox/firewall/logs/; fi
          if [ -d /tmp/gh-aw/sandbox/firewall/audit ]; then mkdir -p /tmp/gh-aw/threat-detection/sandbox/firewall/audit && cp -r /tmp/gh-aw/sandbox/firewall/audit/. /tmp/gh-aw/threat-detection/sandbox/firewall/audit/; fi
      - name: Upload threat detection artifact
        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_result.json
            /tmp/gh-aw/threat-detection/sandbox/firewall/logs/
            /tmp/gh-aw/threat-detection/sandbox/firewall/audit/
          if-no-files-found: ignore
      - 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 path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'parse_token_usage.cjs'));
            await main();
      - name: Conclude threat detection
        id: detection_conclusion
        if: always()
        continue-on-error: true
        env:
          RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
          DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
          GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/conclude_threat_detection.sh" /tmp/gh-aw/threat-detection/detection_result.json

  pre_activation:
    if: "(github.event_name != 'issue_comment' && github.event_name != 'pull_request_review_comment' || contains(fromJSON('[\"OWNER\",\"MEMBER\",\"COLLABORATOR\"]'), github.event.comment.author_association)) && ((github.event_name == 'issues' || github.event_name == 'issue_comment' || github.event_name == 'pull_request' || github.event_name == 'pull_request_review_comment' || github.event_name == 'discussion' || github.event_name == 'discussion_comment') && (github.event_name == 'issues' && (startsWith(github.event.issue.body, '/autoloop ') || startsWith(github.event.issue.body, '/autoloop\n') || github.event.issue.body == '/autoloop') || github.event_name == 'issue_comment' && (startsWith(github.event.comment.body, '/autoloop ') || startsWith(github.event.comment.body, '/autoloop\n') || github.event.comment.body == '/autoloop') && github.event.issue.pull_request == null || github.event_name == 'issue_comment' && (startsWith(github.event.comment.body, '/autoloop ') || startsWith(github.event.comment.body, '/autoloop\n') || github.event.comment.body == '/autoloop') && github.event.issue.pull_request != null || github.event_name == 'pull_request_review_comment' && (startsWith(github.event.comment.body, '/autoloop ') || startsWith(github.event.comment.body, '/autoloop\n') || github.event.comment.body == '/autoloop') || github.event_name == 'pull_request' && (startsWith(github.event.pull_request.body, '/autoloop ') || startsWith(github.event.pull_request.body, '/autoloop\n') || github.event.pull_request.body == '/autoloop') || github.event_name == 'discussion' && (startsWith(github.event.discussion.body, '/autoloop ') || startsWith(github.event.discussion.body, '/autoloop\n') || github.event.discussion.body == '/autoloop') || github.event_name == 'discussion_comment' && (startsWith(github.event.comment.body, '/autoloop ') || startsWith(github.event.comment.body, '/autoloop\n') || github.event.comment.body == '/autoloop')) || !(github.event_name == 'issues' || github.event_name == 'issue_comment' || github.event_name == 'pull_request' || github.event_name == 'pull_request_review_comment' || github.event_name == 'discussion' || github.event_name == 'discussion_comment'))"
    runs-on: ubuntu-slim
    env:
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
    outputs:
      activated: ${{ steps.check_membership.outputs.is_team_member == 'true' && steps.check_command_position.outputs.command_position_ok == 'true' }}
      matched_command: ${{ steps.check_command_position.outputs.matched_command }}
      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 }}
    steps:
      - name: Setup Scripts
        id: setup
        uses: github/gh-aw-actions/setup@bc8c008a419c5b7a29df6f5641edd35fd1c6ea85 # v0.87.10
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Autoloop"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/autoloop.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.80"
          GH_AW_INFO_AWF_VERSION: "v0.28.10"
          GH_AW_INFO_BODY_MODIFIED: "false"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - name: Check command position
        id: check_command_position
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_COMMANDS: "[\"autoloop\"]"
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'check_command_position.cjs'));
            await main();
      - name: Check team membership for command workflow
        id: check_membership
        if: steps.check_command_position.outputs.command_position_ok == 'true'
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_REQUIRED_ROLES: "admin,maintainer,write"
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'check_membership.cjs'));
            await main();

  push_repo_memory:
    needs:
      - activation
      - agent
      - detection
    if: >
      always() && (!cancelled()) && (needs.detection.result == 'success' || needs.detection.result == 'skipped') &&
      needs.agent.result == 'success'
    runs-on: ubuntu-slim
    permissions:
      contents: write
    concurrency:
      group: "push-repo-memory-${{ github.repository }}|memory/autoloop"
      cancel-in-progress: false
    env:
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
    outputs:
      patch_size_exceeded_default: ${{ steps.push_repo_memory_default.outputs.patch_size_exceeded }}
      validation_error_default: ${{ steps.push_repo_memory_default.outputs.validation_error }}
      validation_failed_default: ${{ steps.push_repo_memory_default.outputs.validation_failed }}
    steps:
      - name: Setup Scripts
        id: setup
        uses: github/gh-aw-actions/setup@bc8c008a419c5b7a29df6f5641edd35fd1c6ea85 # v0.87.10
        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: "Autoloop"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/autoloop.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.80"
          GH_AW_INFO_AWF_VERSION: "v0.28.10"
          GH_AW_INFO_BODY_MODIFIED: "false"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - name: Checkout repository
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          persist-credentials: false
          sparse-checkout: .
      - name: Configure Git credentials
        env:
          GITHUB_REPOSITORY: ${{ github.repository }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_TOKEN: ${{ github.token }}
        run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_git_credentials.sh"
      - name: Download repo-memory artifact (default)
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        continue-on-error: true
        with:
          name: repo-memory-default
          path: /tmp/gh-aw/repo-memory/default
      - name: Push repo-memory changes (default)
        id: push_repo_memory_default
        if: always()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_TOKEN: ${{ github.token }}
          GITHUB_RUN_ID: ${{ github.run_id }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          ARTIFACT_DIR: /tmp/gh-aw/repo-memory/default
          MEMORY_ID: default
          TARGET_REPO: ${{ github.repository }}
          BRANCH_NAME: memory/autoloop
          MAX_FILE_SIZE: 30720
          MAX_FILE_COUNT: 100
          MAX_PATCH_SIZE: 10240
          ALLOWED_EXTENSIONS: '[".md"]'
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'push_repo_memory.cjs'));
            await main();

  safe_outputs:
    needs:
      - activation
      - agent
      - detection
    if: >
      ((!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success') &&
      (needs.agent.result == 'success')
    runs-on: ubuntu-slim
    permissions:
      contents: write
      issues: write
      pull-requests: 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 }}/autoloop"
      GH_AW_COMMANDS: "[\"autoloop\"]"
      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_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
      GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
      GH_AW_WORKFLOW_ID: "autoloop"
      GH_AW_WORKFLOW_NAME: "Autoloop"
      GH_AW_WORKFLOW_SOURCE: "githubnext/autoloop"
    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 }}
      comment_id: ${{ steps.process_safe_outputs.outputs.comment_id }}
      comment_url: ${{ steps.process_safe_outputs.outputs.comment_url }}
      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 }}
      created_pr_number: ${{ steps.process_safe_outputs.outputs.created_pr_number }}
      created_pr_url: ${{ steps.process_safe_outputs.outputs.created_pr_url }}
      process_safe_outputs_items_applied: ${{ steps.process_safe_outputs.outputs.items_applied }}
      process_safe_outputs_items_cancelled: ${{ steps.process_safe_outputs.outputs.items_cancelled }}
      process_safe_outputs_items_deferred: ${{ steps.process_safe_outputs.outputs.items_deferred }}
      process_safe_outputs_items_failed: ${{ steps.process_safe_outputs.outputs.items_failed }}
      process_safe_outputs_items_skipped: ${{ steps.process_safe_outputs.outputs.items_skipped }}
      process_safe_outputs_items_succeeded: ${{ steps.process_safe_outputs.outputs.items_succeeded }}
      process_safe_outputs_items_warnings: ${{ steps.process_safe_outputs.outputs.items_warnings }}
      process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
      process_safe_outputs_status: ${{ steps.process_safe_outputs.outputs.status }}
      process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
      push_commit_sha: ${{ steps.process_safe_outputs.outputs.push_commit_sha }}
      push_commit_url: ${{ steps.process_safe_outputs.outputs.push_commit_url }}
    steps:
      - name: Setup Scripts
        id: setup
        uses: github/gh-aw-actions/setup@bc8c008a419c5b7a29df6f5641edd35fd1c6ea85 # v0.87.10
        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: "Autoloop"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/autoloop.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.0.80"
          GH_AW_INFO_AWF_VERSION: "v0.28.10"
          GH_AW_INFO_BODY_MODIFIED: "false"
          GH_AW_INFO_ENGINE_ID: "copilot"
      - name: Mask OTLP telemetry headers
        run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
      - name: Download agent output artifact
        id: download-agent-output
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          pattern: "{agent,agent-output-fallback}"
          merge-multiple: true
          path: /tmp/gh-aw/
      - name: Setup agent output environment variable
        id: setup-agent-output-env
        if: steps.download-agent-output.outcome == 'success'
        run: |
          mkdir -p /tmp/gh-aw/
          find "/tmp/gh-aw/" -type f -print
          if [ -f "/tmp/gh-aw/agent_output.json" ]; then
            echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
          fi
      - name: Download patch artifact
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent
          path: /tmp/gh-aw/
      - name: Checkout repository
        if: (!cancelled()) && needs.agent.result != 'skipped' && contains(needs.agent.outputs.output_types, 'create_pull_request') || (!cancelled()) && needs.agent.result != 'skipped' && contains(needs.agent.outputs.output_types, 'push_to_pull_request_branch')
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          persist-credentials: true
          fetch-depth: 0
          token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
      - name: Fetch additional refs
        if: (!cancelled()) && needs.agent.result != 'skipped' && contains(needs.agent.outputs.output_types, 'create_pull_request') || (!cancelled()) && needs.agent.result != 'skipped' && contains(needs.agent.outputs.output_types, 'push_to_pull_request_branch')
        env:
          GH_AW_FETCH_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
        run: |
          header=$(printf "x-access-token:%s" "${GH_AW_FETCH_TOKEN}" | base64 -w 0)
          git -c "http.extraheader=Authorization: Basic ${header}" fetch origin '+refs/heads/*:refs/remotes/origin/*'
      - name: Configure Git credentials
        if: (!cancelled()) && needs.agent.result != 'skipped' && contains(needs.agent.outputs.output_types, 'create_pull_request') || (!cancelled()) && needs.agent.result != 'skipped' && contains(needs.agent.outputs.output_types, 'push_to_pull_request_branch')
        env:
          GITHUB_REPOSITORY: ${{ github.repository }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GIT_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
        run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_git_credentials.sh"
      - name: Configure GH_HOST for enterprise compatibility
        id: ghes-host-config
        shell: bash
        run: | # zizmor: ignore[github-env] - GITHUB_SERVER_URL is set by GitHub Actions, not user input.
          # 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: "*.gradle-enterprise.cloud,*.pythonhosted.org,*.vsblob.vsassets.io,adoptium.net,anaconda.org,api.adoptium.net,api.foojay.io,api.npms.io,api.nuget.org,api.snapcraft.io,archive.apache.org,archive.ubuntu.com,azure.archive.ubuntu.com,azuresearch-usnc.nuget.org,azuresearch-ussc.nuget.org,binstar.org,bootstrap.pypa.io,builds.dotnet.microsoft.com,bun.sh,cdn.azul.com,cdn.jsdelivr.net,central.sonatype.com,ci.dot.net,conda.anaconda.org,conda.binstar.org,crates.io,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,dc.services.visualstudio.com,deb.nodesource.com,deno.land,develocity.apache.org,dist.nuget.org,dl.google.com,dlcdn.apache.org,dot.net,dotnet.microsoft.com,dotnetcli.blob.core.windows.net,download.eclipse.org,download.java.net,download.oracle.com,downloads.gradle-dn.com,esm.sh,files.pythonhosted.org,ge.spockframework.org,get.pnpm.io,googleapis.deno.dev,googlechromelabs.github.io,gradle.org,https://github.com,index.crates.io,jcenter.bintray.com,jdk.java.net,json-schema.org,json.schemastore.org,jsr.io,keyserver.ubuntu.com,maven-central.storage-download.googleapis.com,maven.apache.org,maven.google.com,maven.oracle.com,maven.pkg.github.com,nodejs.org,npm.pkg.github.com,npmjs.com,npmjs.org,nuget.org,nuget.pkg.github.com,nugetregistryv2prod.blob.core.windows.net,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,oneocsp.microsoft.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,pkgs.dev.azure.com,plugins-artifacts.gradle.org,plugins.gradle.org,ppa.launchpad.net,pypi.org,pypi.python.org,registry.bower.io,registry.npmjs.com,registry.npmjs.org,registry.yarnpkg.com,repo.anaconda.com,repo.continuum.io,repo.gradle.org,repo.grails.org,repo.maven.apache.org,repo.spring.io,repo.yarnpkg.com,repo1.maven.org,repository.apache.org,s.symcb.com,s.symcd.com,scans-in.gradle.com,security.ubuntu.com,services.gradle.org,sh.rustup.rs,skimdb.npmjs.com,static.crates.io,static.rust-lang.org,storage.googleapis.com,telemetry.vercel.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com,www.java.com,www.microsoft.com,www.npmjs.com,www.npmjs.org,yarnpkg.com"
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_API_URL: ${{ github.api_url }}
          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"add_comment\":{\"hide_older_comments\":false,\"max\":7,\"target\":\"*\"},\"add_labels\":{\"max\":2,\"target\":\"*\"},\"create_issue\":{\"labels\":[\"automation\",\"autoloop\"],\"max\":1},\"create_pull_request\":{\"draft\":true,\"labels\":[\"automation\",\"autoloop\"],\"max\":1,\"max_patch_files\":64,\"max_patch_size\":10240,\"preserve_branch_name\":true,\"protect_top_level_dot_folders\":true,\"protected_files\":[\"deno.json\",\"deno.jsonc\",\"deno.lock\",\"global.json\",\"NuGet.Config\",\"Directory.Packages.props\",\"mix.exs\",\"mix.lock\",\"go.mod\",\"go.sum\",\"stack.yaml\",\"stack.yaml.lock\",\"pom.xml\",\"build.gradle\",\"build.gradle.kts\",\"settings.gradle\",\"settings.gradle.kts\",\"gradle.properties\",\"npm-shrinkwrap.json\",\"Pipfile\",\"Pipfile.lock\",\"Gemfile\",\"Gemfile.lock\",\"uv.lock\",\"CODEOWNERS\",\"DESIGN.md\",\"README.md\",\"CONTRIBUTING.md\",\"CHANGELOG.md\",\"SECURITY.md\",\"CODE_OF_CONDUCT.md\",\"AGENTS.md\"],\"protected_files_policy\":\"fallback-to-issue\",\"recreate_ref\":true},\"create_report_incomplete_issue\":{},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"false\"},\"push_to_pull_request_branch\":{\"if_no_changes\":\"warn\",\"max\":1,\"max_patch_size\":10240,\"protect_top_level_dot_folders\":true,\"protected_files\":[\"deno.json\",\"deno.jsonc\",\"deno.lock\",\"global.json\",\"NuGet.Config\",\"Directory.Packages.props\",\"mix.exs\",\"mix.lock\",\"go.mod\",\"go.sum\",\"stack.yaml\",\"stack.yaml.lock\",\"pom.xml\",\"build.gradle\",\"build.gradle.kts\",\"settings.gradle\",\"settings.gradle.kts\",\"gradle.properties\",\"npm-shrinkwrap.json\",\"Pipfile\",\"Pipfile.lock\",\"Gemfile\",\"Gemfile.lock\",\"uv.lock\",\"CODEOWNERS\",\"DESIGN.md\",\"README.md\",\"CONTRIBUTING.md\",\"CHANGELOG.md\",\"SECURITY.md\",\"CODE_OF_CONDUCT.md\",\"AGENTS.md\"],\"protected_files_policy\":\"allowed\",\"signed_commits\":false,\"target\":\"*\",\"title_prefix\":\"[Autoloop\"},\"remove_labels\":{\"max\":2,\"target\":\"*\"},\"report_incomplete\":{},\"update_issue\":{\"allow_body\":true,\"max\":3,\"target\":\"*\",\"title_prefix\":\"[Autoloop\"}}"
          GH_AW_CI_TRIGGER_TOKEN: ${{ secrets.GH_AW_CI_TRIGGER_TOKEN }}
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'process_safe_outputs.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
            /tmp/gh-aw/safe-output-errors.json
          if-no-files-found: ignore