research.lock.yml

# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"a65205bb9f54db54da54001e4f0e637b5faadc02c4d2c111a33e2a6601cbe183","body_hash":"6459667cf2f11ac8b2b3c8fbf11dd9761e319aee83e39e71e6015223f7ed2cc7","strict":true,"agent_id":"pi","agent_model":"copilot/gpt-6-sol","engine_versions":{"pi":"1.4.0"}}
# gh-aw-manifest: {"version":1,"secrets":["GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN","TAVILY_API_KEY"],"actions":[{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"9000827ccba6bdab643e8b6fd33ac0654aef8333","version":"v8.0.2"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-node","sha":"949feb2413d6458794dcd2491c4babbbce0c15c1","version":"v7.1.0"},{"repo":"actions/upload-artifact","sha":"cf430e030ddbb5b0abf93d22962f4752f3646cd9","version":"v7.0.2"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.29.6","digest":"sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6","digest":"sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.29.6","digest":"sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.5.2","digest":"sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.5.2@sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f","pinned_image":"ghcr.io/github/gh-aw-node@sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f"},{"image":"ghcr.io/github/github-mcp-server:v2.0.3","digest":"sha256:250bc6ce70788207608ef74cef4397230ff2e8481218da74d6093e4bd9101132","pinned_image":"ghcr.io/github/github-mcp-server:v2.0.3@sha256:250bc6ce70788207608ef74cef4397230ff2e8481218da74d6093e4bd9101132"}],"mcp_servers":[{"name":"github","tools":["get_commit","get_file_contents","get_latest_release","get_me","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_tag","issue_read","list_branches","list_commits","list_issue_types","list_issues","list_pull_requests","list_releases","list_starred_repositories","list_tags","pull_request_read","search_code","search_issues","search_pull_requests","search_repositories"]},{"name":"safeoutputs","tools":["create_discussion","noop","report_incomplete","report_missing_data","report_missing_tool"]},{"name":"tavily","tools":["*"]}],"threat_detection":{"mode":"enabled"},"admission":true}
# This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
#
#    ___                   _   _
#   / _ \                 | | (_)
#  | |_| | __ _  ___ _ __ | |_ _  ___
#  |  _  |/ _` |/ _ \ '_ \| __| |/ __|
#  | | | | (_| |  __/ | | | |_| | (__
#  \_| |_/\__, |\___|_| |_|\__|_|\___|
#          __/ |
#  _    _ |___/
# | |  | |                / _| |
# | |  | | ___ _ __ _  __| |_| | _____      ____
# | |/\| |/ _ \ '__| |/ /|  _| |/ _ \ \ /\ / / ___|
# \  /\  / (_) | | | | ( | | | | (_) \ V  V /\__ \
#  \/  \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
#
#
# To update this file, edit the corresponding .md file and run:
#   gh aw compile
# Not all edits will cause changes to this file.
#
# For more information: https://github.github.com/gh-aw/introduction/overview/
#
# Performs web research on any topic using Tavily search and creates a discussion with findings
#
# Resolved workflow manifest:
#   Imports:
#     - shared/mcp/tavily.md
#     - shared/reporting.md
#     - shared/otlp.md
#
# Secrets used:
#   - GH_AW_GITHUB_MCP_SERVER_TOKEN
#   - GH_AW_GITHUB_TOKEN
#   - GH_AW_OTEL_GRAFANA_AUTHORIZATION
#   - GH_AW_OTEL_GRAFANA_ENDPOINT
#   - GH_AW_OTEL_SENTRY_AUTHORIZATION
#   - GH_AW_OTEL_SENTRY_ENDPOINT
#   - GITHUB_TOKEN
#   - TAVILY_API_KEY
#
# Custom actions used:
#   - actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
#   - actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
#   - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
#   - actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
#   - actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
#
# Container images used:
#   - ghcr.io/github/gh-aw-firewall/agent:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65
#   - ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06
#   - ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7
#   - ghcr.io/github/gh-aw-mcpg:v0.5.2@sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6
#   - ghcr.io/github/gh-aw-node@sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f
#   - ghcr.io/github/github-mcp-server:v2.0.3@sha256:250bc6ce70788207608ef74cef4397230ff2e8481218da74d6093e4bd9101132

name: "Basic Research Agent"
on:
  workflow_dispatch:
    inputs:
      aw_context:
        default: ""
        description: "Agent caller context (Reserved for Agentic Workflows)."
        required: false
        type: string
      topic:
        description: Research topic or question to investigate
        required: true
        type: string

# Jobs receive only their explicitly declared permissions.
permissions: {}

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

run-name: "Basic Research Agent"

env:
  OTEL_EXPORTER_OTLP_ENDPOINT: ${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}
  OTEL_EXPORTER_OTLP_PROTOCOL: ${{ vars.OTEL_EXPORTER_OTLP_PROTOCOL }}
  OTEL_SERVICE_NAME: gh-aw.research
  OTEL_RESOURCE_ATTRIBUTES: 'gh-aw.workflow.name=Basic%20Research%20Agent,gh-aw.repository=${{ github.repository }},gh-aw.run.id=${{ github.run_id }},github.run_id=${{ github.run_id }},gh-aw.engine.id=pi'
  OTEL_EXPORTER_OTLP_HEADERS: x-sentry-auth=${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}
  GH_AW_OTLP_ALL_HEADERS: x-sentry-auth=${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }},Authorization=${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}
  GH_AW_OTLP_LOGS_ENABLED: ${{ vars.GH_AW_OTLP_LOGS_ENABLED }}
  GH_AW_OTLP_LOGS_MAX_BYTES: ${{ vars.GH_AW_OTLP_LOGS_MAX_BYTES }}
  GH_AW_OTLP_ENDPOINTS: '[{"url":"${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}","headers":"x-sentry-auth=${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}"},{"url":"${{ secrets.GH_AW_OTEL_GRAFANA_ENDPOINT }}","headers":"Authorization=${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}"}]'

jobs:
  activation:
    name: activation
    needs: admission
    if: (!cancelled()) && (needs.admission.result == 'success' || needs.admission.result == 'skipped')
    runs-on: ubuntu-slim
    # Permissions for the activation job (workflow permissions default to none).
    permissions:
      actions: read
      contents: read
    env:
      GH_AW_ADMISSION_RESULT: ${{ needs.admission.outputs.result }}
      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:
      admission-max-ai-credits: ${{ needs.admission.outputs.max-ai-credits }}
      admission-max-ai-credits-evals: ${{ needs.admission.outputs.max-ai-credits-evals }}
      admission-max-ai-credits-threat-detection: ${{ needs.admission.outputs.max-ai-credits-threat-detection }}
      admission-result: ${{ needs.admission.outputs.result }}
      aw_context: ${{ steps.generate_aw_info.outputs.aw_context }}
      comment_id: ""
      comment_repo: ""
      daily_ai_credits_estimated: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_estimated || '' }}
      daily_ai_credits_exceeded: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_exceeded == 'true' }}
      daily_ai_credits_guardrail_error: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_guardrail_error || '' }}
      daily_ai_credits_guardrail_status: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_guardrail_status || '' }}
      daily_ai_credits_threshold: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_threshold || '' }}
      daily_ai_credits_total: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_total || '' }}
      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' }}
      setup-parent-span-id: ${{ steps.setup.outputs.parent-span-id || steps.setup.outputs.span-id }}
      setup-span-id: ${{ steps.setup.outputs.span-id }}
      setup-trace-id: ${{ steps.setup.outputs.trace-id }}
      stale_lock_file_failed: ${{ steps.check-lock-file.outputs.stale_lock_file_failed == 'true' }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          fetch-depth: 1
          clean: false
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.admission.outputs.trace-id }}
          safe-output-artifact-client: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/research.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.4.0"
          GH_AW_INFO_AWF_VERSION: "v0.29.6"
          GH_AW_INFO_ENGINE_ID: "pi"
          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
      - name: Mask OTLP telemetry headers
        run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
      - name: Generate agentic run info
        id: generate_aw_info
        env:
          GH_AW_INFO_ENGINE_ID: "pi"
          GH_AW_INFO_ENGINE_NAME: "Pi"
          GH_AW_INFO_MODEL: "copilot/gpt-6-sol"
          GH_AW_INFO_VERSION: "1.4.0"
          GH_AW_INFO_AGENT_VERSION: "1.4.0"
          GH_AW_INFO_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_INFO_WORKFLOW_ID: ${{ job.workflow_ref }}
          GH_AW_INFO_EXPERIMENTAL: "false"
          GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true"
          GH_AW_INFO_STAGED: "false"
          GH_AW_INFO_ALLOWED_DOMAINS: '["*.grafana.net","*.sentry.io","defaults","node"]'
          GH_AW_INFO_FIREWALL_ENABLED: "true"
          GH_AW_INFO_AWF_VERSION: "v0.29.6"
          GH_AW_INFO_AWMG_VERSION: ""
          GH_AW_INFO_FIREWALL_TYPE: "squid"
          GH_AW_INFO_AGENT_RUNTIME: ""
          GH_AW_INFO_MODEL_CONFIG: '{"routing":{"enabled":false},"models":{"allowed":[],"blocked":[]},"max_ai_credits_source":"default"}'
          GH_AW_INFO_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}
          GH_AW_INFO_FRONTMATTER_EMOJI: "🔬"
          GH_AW_COMPILED_STRICT: "true"
          GH_AW_INFO_MODEL_COSTS: '{"providers":{"github-copilot":{"models":{"gpt-6-sol":{"cost":{"cache_read":"2e-07","cache_write":"2.5e-06","input":"2e-06","output":"1e-05"}}}}}}'
        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 scan observations
        id: restore-daily-aic-cache-fallback
        if: ${{ env.GH_AW_ADMISSION_RESULT != 'admitted' && env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_HAS_SLASH_COMMAND: "false"
          GH_AW_HAS_LABEL_COMMAND: "false"
        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_scan_cache.cjs'));
            await main();
      - name: Check daily workflow token guardrail
        id: daily-ai-credits-workflow-guardrail
        if: ${{ env.GH_AW_ADMISSION_RESULT != 'admitted' && env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_WORKFLOW_ID: "research"
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
          GH_AW_WORKFLOW_DISPATCH_AW_CONTEXT: ${{ github.event.inputs.aw_context || '' }}
          GH_AW_HAS_SLASH_COMMAND: "false"
          GH_AW_HAS_LABEL_COMMAND: "false"
          GH_AW_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          GH_AW_MAX_DAILY_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_DAILY_AI_CREDITS || '5000' }}
          GH_AW_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}
        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: Publish daily AIC scan observations
        if: always() && env.GH_AW_ADMISSION_RESULT != 'admitted' && env.GH_AW_MAX_DAILY_AI_CREDITS != ''
        continue-on-error: true
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: aic-usage-scan-v2
          path: /tmp/gh-aw/agentic-workflow-usage-scan-v2.jsonl
          overwrite: true
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '3' }}
      - name: Check for OAuth tokens
        id: check-oauth-tokens
        run: bash "${RUNNER_TEMP}/gh-aw/actions/check_oauth_tokens.sh"
        env:
          GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
          GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
      - name: Checkout .github and .agents folders
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          persist-credentials: false
          sparse-checkout: |
            .github
            .agents
            actions/setup
            .claude
            .codex
            .gemini
            .pi
          sparse-checkout-cone-mode: true
          fetch-depth: 1
      - name: Save agent config folders for base branch restoration
        env:
          GH_AW_AGENT_FOLDERS: ".agents .github .pi"
          GH_AW_AGENT_FILES: "AGENTS.MD AGENTS.md AGENTS.override.md CLAUDE.MD CLAUDE.md PI.md"
        run: |
          bash "${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: "research.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: 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
        with:
          github-token: no-authentication
          script: |
            const promptEnvironment = new Set(["GH_AW_ACTIONS_DIR","GH_AW_EXPR_76DF9333","GH_AW_EXPR_77C1A4D2","GH_AW_EXPR_7C248226","GH_AW_EXPR_C19C384F","GH_AW_GITHUB_ACTOR","GH_AW_GITHUB_EVENT_INPUTS_TOPIC","GH_AW_GITHUB_REPOSITORY","GH_AW_GITHUB_RUN_ID","GH_AW_GITHUB_WORKSPACE","GH_AW_PROMPT","GH_AW_PROMPT_CONFIG","GH_AW_PROMPT_CONTENT_0000","GH_AW_PROMPT_CONTENT_0001","GH_AW_PROMPT_CONTENT_0002","GH_AW_PROMPT_CONTENT_0003","GH_AW_PROMPT_CONTENT_0004","GH_AW_PROMPT_CONTENT_0005","GH_AW_PROMPT_CONTENT_0006","GH_AW_PROMPT_CONTENT_0007","GH_AW_SAFE_OUTPUTS","GITHUB_ACTION","GITHUB_ACTOR","GITHUB_API_URL","GITHUB_EVENT_NAME","GITHUB_EVENT_PATH","GITHUB_GRAPHQL_URL","GITHUB_JOB","GITHUB_OUTPUT","GITHUB_REF","GITHUB_REPOSITORY","GITHUB_RUN_ATTEMPT","GITHUB_RUN_ID","GITHUB_RUN_NUMBER","GITHUB_SERVER_URL","GITHUB_SHA","GITHUB_STEP_SUMMARY","GITHUB_WORKFLOW","GITHUB_WORKSPACE","PATH","RUNNER_ARCH","RUNNER_OS","RUNNER_TEMP"]);
            for (const name of Object.keys(process.env)) {
              if (!promptEnvironment.has(name)) delete process.env[name];
            }
            global.core = core;
            global.context = context;
            const { main } = require(process.env.GH_AW_ACTIONS_DIR + '/create_prompt.cjs');
            await main(core);
        env:
          GH_AW_ACTIONS_DIR: ${{ runner.temp }}/gh-aw/actions
          GH_AW_EXPR_76DF9333: ${{ github.event.pull_request.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'pull_request' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
          GH_AW_EXPR_77C1A4D2: ${{ github.event.comment.id || fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').comment_id }}
          GH_AW_EXPR_7C248226: ${{ github.event.issue.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'issue' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
          GH_AW_EXPR_C19C384F: ${{ github.event.discussion.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'discussion' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
          GH_AW_GITHUB_ACTOR: ${{ github.actor }}
          GH_AW_GITHUB_EVENT_INPUTS_TOPIC: ${{ github.event.inputs.topic }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
          GH_AW_OTLP_ALL_HEADERS: ""
          GH_AW_OTLP_ENDPOINTS: ""
          GH_AW_OTLP_LOGS_ENABLED: ""
          GH_AW_OTLP_LOGS_MAX_BYTES: ""
          GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
          GH_AW_PROMPT_CONFIG: "{\"items\":[{\"content_env\":\"GH_AW_PROMPT_CONTENT_0000\"},{\"file\":\"xpia.md\"},{\"file\":\"temp_folder_prompt.md\"},{\"file\":\"markdown.md\"},{\"file\":\"safe_outputs_cli_only_transport_prompt.md\"},{\"file\":\"safe_outputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0001\"},{\"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\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0004\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0005\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0006\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0007\"},{\"author_file\":\".github/workflows/research.md\"}],\"system_item_count\":12,\"author_expressions\":{\"github.actor\":\"GH_AW_GITHUB_ACTOR\",\"github.event.inputs.topic\":\"GH_AW_GITHUB_EVENT_INPUTS_TOPIC\",\"github.repository\":\"GH_AW_GITHUB_REPOSITORY\"}}"
          GH_AW_PROMPT_CONTENT_0000: |
            <system>
          GH_AW_PROMPT_CONTENT_0001: |
            <safe-output-tools>
            Tools: create_discussion, report_missing_tool, report_missing_data, noop(max:2)
          GH_AW_PROMPT_CONTENT_0002: |
            </safe-output-tools>
          GH_AW_PROMPT_CONTENT_0003: |+
            <github-context>
            The following GitHub context information is available for this workflow:
            {{#if github.actor}}
            - **actor**: __GH_AW_GITHUB_ACTOR__
            {{/if}}
            {{#if github.repository}}
            - **repository**: __GH_AW_GITHUB_REPOSITORY__
            {{/if}}
            {{#if github.workspace}}
            - **workspace**: __GH_AW_GITHUB_WORKSPACE__
            {{/if}}
            {{#if github.event.issue.number || (github.aw.context.item_type == 'issue' && github.aw.context.item_number)}}
            - **issue-number**: #__GH_AW_EXPR_7C248226__
            {{/if}}
            {{#if github.event.discussion.number || (github.aw.context.item_type == 'discussion' && github.aw.context.item_number)}}
            - **discussion-number**: #__GH_AW_EXPR_C19C384F__
            {{/if}}
            {{#if github.event.pull_request.number || (github.aw.context.item_type == 'pull_request' && github.aw.context.item_number)}}
            - **pull-request-number**: #__GH_AW_EXPR_76DF9333__
            {{/if}}
            {{#if github.event.comment.id || github.aw.context.comment_id}}
            - **comment-id**: __GH_AW_EXPR_77C1A4D2__
            {{/if}}
            {{#if github.run_id}}
            - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__
            {{/if}}
            </github-context>

          GH_AW_PROMPT_CONTENT_0004: |
            </system>
          GH_AW_PROMPT_CONTENT_0005: |
            {{#runtime-import .github/workflows/shared/mcp/tavily.md}}
          GH_AW_PROMPT_CONTENT_0006: |
            {{#runtime-import .github/workflows/shared/reporting.md}}
          GH_AW_PROMPT_CONTENT_0007: |
            {{#runtime-import .github/workflows/shared/otlp.md}}
          GH_AW_SAFE_OUTPUTS: ${{ runner.temp }}/gh-aw/safeoutputs/outputs.jsonl
          OTEL_EXPORTER_OTLP_ENDPOINT: ""
          OTEL_EXPORTER_OTLP_HEADERS: ""
          OTEL_EXPORTER_OTLP_PROTOCOL: ""
          OTEL_RESOURCE_ATTRIBUTES: ""
          OTEL_SERVICE_NAME: ""
      - name: Interpolate variables and render templates
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          github-token: no-authentication
          script: |
            const promptEnvironment = new Set(["GH_AW_ACTIONS_DIR","GH_AW_ENGINE_ID","GH_AW_GITHUB_ACTOR","GH_AW_GITHUB_EVENT_INPUTS_TOPIC","GH_AW_GITHUB_REPOSITORY","GH_AW_PROMPT","GH_AW_SKILL_DIR","GH_AW_SKILL_EXT","GH_AW_SUB_AGENT_DIR","GH_AW_SUB_AGENT_EXT","GITHUB_ACTION","GITHUB_ACTOR","GITHUB_API_URL","GITHUB_EVENT_NAME","GITHUB_EVENT_PATH","GITHUB_GRAPHQL_URL","GITHUB_JOB","GITHUB_OUTPUT","GITHUB_REF","GITHUB_REPOSITORY","GITHUB_RUN_ATTEMPT","GITHUB_RUN_ID","GITHUB_RUN_NUMBER","GITHUB_SERVER_URL","GITHUB_SHA","GITHUB_STEP_SUMMARY","GITHUB_WORKFLOW","GITHUB_WORKSPACE","PATH","RUNNER_ARCH","RUNNER_OS","RUNNER_TEMP"]);
            for (const name of Object.keys(process.env)) {
              if (!promptEnvironment.has(name)) delete process.env[name];
            }
            global.core = core;
            global.context = context;
            const { main } = require(process.env.GH_AW_ACTIONS_DIR + '/interpolate_prompt.cjs');
            await main({ authorExpressions: {"github.actor":"GH_AW_GITHUB_ACTOR","github.event.inputs.topic":"GH_AW_GITHUB_EVENT_INPUTS_TOPIC","github.repository":"GH_AW_GITHUB_REPOSITORY"} });
        env:
          GH_AW_ACTIONS_DIR: ${{ runner.temp }}/gh-aw/actions
          GH_AW_ENGINE_ID: pi
          GH_AW_GITHUB_ACTOR: ${{ github.actor }}
          GH_AW_GITHUB_EVENT_INPUTS_TOPIC: ${{ github.event.inputs.topic }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_OTLP_ALL_HEADERS: ""
          GH_AW_OTLP_ENDPOINTS: ""
          GH_AW_OTLP_LOGS_ENABLED: ""
          GH_AW_OTLP_LOGS_MAX_BYTES: ""
          GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
          GH_AW_SKILL_DIR: .pi/skills
          GH_AW_SKILL_EXT: /SKILL.md
          GH_AW_SUB_AGENT_DIR: .pi/agents
          GH_AW_SUB_AGENT_EXT: .md
          OTEL_EXPORTER_OTLP_ENDPOINT: ""
          OTEL_EXPORTER_OTLP_HEADERS: ""
          OTEL_EXPORTER_OTLP_PROTOCOL: ""
          OTEL_RESOURCE_ATTRIBUTES: ""
          OTEL_SERVICE_NAME: ""
      - name: Substitute placeholders
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          github-token: no-authentication
          script: |
            const promptEnvironment = new Set(["GH_AW_ACTIONS_DIR","GH_AW_EXPR_76DF9333","GH_AW_EXPR_77C1A4D2","GH_AW_EXPR_7C248226","GH_AW_EXPR_C19C384F","GH_AW_GITHUB_ACTOR","GH_AW_GITHUB_EVENT_INPUTS_TOPIC","GH_AW_GITHUB_REPOSITORY","GH_AW_GITHUB_RUN_ID","GH_AW_GITHUB_WORKSPACE","GH_AW_MCP_CLI_SERVERS_LIST","GH_AW_PROMPT","GITHUB_ACTION","GITHUB_ACTOR","GITHUB_API_URL","GITHUB_EVENT_NAME","GITHUB_EVENT_PATH","GITHUB_GRAPHQL_URL","GITHUB_JOB","GITHUB_OUTPUT","GITHUB_REF","GITHUB_REPOSITORY","GITHUB_RUN_ATTEMPT","GITHUB_RUN_ID","GITHUB_RUN_NUMBER","GITHUB_SERVER_URL","GITHUB_SHA","GITHUB_STEP_SUMMARY","GITHUB_WORKFLOW","GITHUB_WORKSPACE","PATH","RUNNER_ARCH","RUNNER_OS","RUNNER_TEMP"]);
            for (const name of Object.keys(process.env)) {
              if (!promptEnvironment.has(name)) delete process.env[name];
            }
            global.core = core;
            global.context = context;

            const substitutePlaceholders = require(process.env.GH_AW_ACTIONS_DIR + '/substitute_placeholders.cjs');

            // Call the substitution function
            return await substitutePlaceholders({
              file: process.env.GH_AW_PROMPT,
              substitutions: {
                GH_AW_EXPR_76DF9333: process.env.GH_AW_EXPR_76DF9333,
                GH_AW_EXPR_77C1A4D2: process.env.GH_AW_EXPR_77C1A4D2,
                GH_AW_EXPR_7C248226: process.env.GH_AW_EXPR_7C248226,
                GH_AW_EXPR_C19C384F: process.env.GH_AW_EXPR_C19C384F,
                GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR,
                GH_AW_GITHUB_EVENT_INPUTS_TOPIC: process.env.GH_AW_GITHUB_EVENT_INPUTS_TOPIC,
                GH_AW_GITHUB_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY,
                GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID,
                GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE,
                GH_AW_MCP_CLI_SERVERS_LIST: process.env.GH_AW_MCP_CLI_SERVERS_LIST
              }
            });
        env:
          GH_AW_ACTIONS_DIR: ${{ runner.temp }}/gh-aw/actions
          GH_AW_EXPR_76DF9333: ${{ github.event.pull_request.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'pull_request' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
          GH_AW_EXPR_77C1A4D2: ${{ github.event.comment.id || fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').comment_id }}
          GH_AW_EXPR_7C248226: ${{ github.event.issue.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'issue' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
          GH_AW_EXPR_C19C384F: ${{ github.event.discussion.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'discussion' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
          GH_AW_GITHUB_ACTOR: ${{ github.actor }}
          GH_AW_GITHUB_EVENT_INPUTS_TOPIC: ${{ github.event.inputs.topic }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
          GH_AW_MCP_CLI_SERVERS_LIST: |-
            - `safeoutputs` — run `safeoutputs --help` to see available tools
            - `tavily` — run `tavily --help` to see available tools
          GH_AW_OTLP_ALL_HEADERS: ""
          GH_AW_OTLP_ENDPOINTS: ""
          GH_AW_OTLP_LOGS_ENABLED: ""
          GH_AW_OTLP_LOGS_MAX_BYTES: ""
          GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
          OTEL_EXPORTER_OTLP_ENDPOINT: ""
          OTEL_EXPORTER_OTLP_HEADERS: ""
          OTEL_EXPORTER_OTLP_PROTOCOL: ""
          OTEL_RESOURCE_ATTRIBUTES: ""
          OTEL_SERVICE_NAME: ""
      - name: Validate prompt placeholders
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/validate_prompt_placeholders.sh"
        env:
          GH_AW_OTLP_ALL_HEADERS: ""
          GH_AW_OTLP_ENDPOINTS: ""
          GH_AW_OTLP_LOGS_ENABLED: ""
          GH_AW_OTLP_LOGS_MAX_BYTES: ""
          GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
          OTEL_EXPORTER_OTLP_ENDPOINT: ""
          OTEL_EXPORTER_OTLP_HEADERS: ""
          OTEL_EXPORTER_OTLP_PROTOCOL: ""
          OTEL_RESOURCE_ATTRIBUTES: ""
          OTEL_SERVICE_NAME: ""
      - name: Print prompt
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh"
        env:
          GH_AW_OTLP_ALL_HEADERS: ""
          GH_AW_OTLP_ENDPOINTS: ""
          GH_AW_OTLP_LOGS_ENABLED: ""
          GH_AW_OTLP_LOGS_MAX_BYTES: ""
          GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
          OTEL_EXPORTER_OTLP_ENDPOINT: ""
          OTEL_EXPORTER_OTLP_HEADERS: ""
          OTEL_EXPORTER_OTLP_PROTOCOL: ""
          OTEL_RESOURCE_ATTRIBUTES: ""
          OTEL_SERVICE_NAME: ""
      - name: Inventory installed skills
        if: success() || failure()
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_SKILL_DIR: ".pi/skills"
        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, 'skill_inventory.cjs'));
            await main();
      - name: Upload info artifact
        if: success() || failure()
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: info
          path: /tmp/gh-aw/aw_info.json
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
      - name: Stage prompt files for artifact upload
        run: |
          mkdir -p /tmp/gh-aw/aw-prompts
          cp -a "${RUNNER_TEMP}/gh-aw/aw-prompts/." /tmp/gh-aw/aw-prompts/
      - name: Upload activation artifact
        if: success() || failure()
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        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/system.txt
            /tmp/gh-aw/aw-prompts/user.txt
            /tmp/gh-aw/aw-prompts/prompt-template.txt
            /tmp/gh-aw/aw-prompts/prompt-import-tree.json
            /tmp/gh-aw/aw-prompts/prompt-literal-values.json
            /tmp/gh-aw/github_rate_limits.jsonl
            /tmp/gh-aw/base
            /tmp/gh-aw/.pi/agents
            /tmp/gh-aw/.pi/skills
            /tmp/gh-aw/skill_inventory.json
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '1' }}

  admission:
    name: admission
    if: vars.GH_AW_DEFAULT_ADMISSION_URL != ''
    runs-on: ubuntu-slim
    # Permissions for the admission job (workflow permissions default to none).
    permissions:
      contents: read
      id-token: write
    timeout-minutes: 5
    outputs:
      max-ai-credits: ${{ steps.admission.outputs.max-ai-credits }}
      max-ai-credits-evals: ${{ steps.admission.outputs.max-ai-credits-evals }}
      max-ai-credits-threat-detection: ${{ steps.admission.outputs.max-ai-credits-threat-detection }}
      result: ${{ steps.admission.outputs.result }}
      trace-id: ${{ steps.admission.outputs.trace-id }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          fetch-depth: 1
          clean: false
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/unknown.lock.yml@${{ github.ref }}
      - name: Check workflow admission
        id: admission
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_DEFAULT_ADMISSION_URL: ${{ vars.GH_AW_DEFAULT_ADMISSION_URL }}
          GH_AW_DEFAULT_ADMISSION_AUDIENCE: ${{ vars.GH_AW_DEFAULT_ADMISSION_AUDIENCE }}
          GH_AW_DEFAULT_ADMISSION_ON_OUTAGE: ${{ vars.GH_AW_DEFAULT_ADMISSION_ON_OUTAGE }}
          GH_AW_ADMISSION_WORKFLOW_HASH: "a65205bb9f54db54da54001e4f0e637b5faadc02c4d2c111a33e2a6601cbe183:6459667cf2f11ac8b2b3c8fbf11dd9761e319aee83e39e71e6015223f7ed2cc7"
          GH_AW_INFO_WORKFLOW_ID: ${{ job.workflow_ref }}
          GITHUB_ACTOR: ${{ github.actor }}
          GITHUB_TRIGGERING_ACTOR: ${{ github.triggering_actor }}
        with:
          script: |
            await require(require('node:path').join(process.env.RUNNER_TEMP, 'gh-aw', 'actions', 'activation_admission.cjs')).main(core, github, context, exec, io, getOctokit);

  agent:
    name: agent
    needs: activation
    if: >
      ((!cancelled()) && needs.activation.result == 'success') && (needs.activation.outputs.daily_ai_credits_exceeded != 'true')
    runs-on: ubuntu-latest
    # Permissions for the agent job (workflow permissions default to none).
    permissions:
      contents: read
      copilot-requests: write
      issues: read
      pull-requests: read
    cache-mode: read
    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_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
      GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
      GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
      GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
      GH_AW_PROJECT_UTC: "-08:00"
      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_TARGET_REPO_SLUG: ""
      GH_AW_WORKFLOW_ID_SANITIZED: research
    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-token-usage.outputs.aic }}
      ambient_context: ${{ steps.parse-token-usage.outputs.ambient_context }}
      checkout_pr_invalidated: ${{ steps.checkout-pr.outputs.checkout_pr_invalidated || 'false' }}
      checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }}
      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_endpoint_mismatch_error: ${{ steps.detect-agent-errors.outputs.model_endpoint_mismatch_error || 'false' }}
      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: Checkout actions folder
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          fetch-depth: 1
          clean: false
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/research.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.4.0"
          GH_AW_INFO_AWF_VERSION: "v0.29.6"
          GH_AW_INFO_ENGINE_ID: "pi"
          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
      - name: Set runtime paths
        id: set-runtime-paths
        env:
          GH_AW_RUNNER_TOOL_CACHE: ${{ runner.tool_cache }}
        run: | # zizmor: ignore[github-env] - runner.tool_cache is set by GitHub Actions, not user input.
          if [ -z "${RUNNER_TOOL_CACHE:-}" ]; then
            echo "RUNNER_TOOL_CACHE=${GH_AW_RUNNER_TOOL_CACHE}" >> "$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 "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
      - name: Checkout repository (gh-aw default)
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          persist-credentials: false
      - name: Initialize agent execution evidence
        run: |
          mkdir -p "/tmp/gh-aw"
          evidence_tmp="/tmp/gh-aw/agent_execution.json.tmp"
          printf '{"version":1,"component":"agent","run_id":%s,"run_attempt":%s,"state":"not_started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
          mv "$evidence_tmp" "/tmp/gh-aw/agent_execution.json"
      - name: Create gh-aw temp directory
        run: bash "${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@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        with:
          name: activation
          path: /tmp/gh-aw
      - 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'
        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: Setup Node.js
        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
        with:
          node-version: '24'
          package-manager-cache: false
      - name: Install AWF binary
        env:
          GH_TOKEN: ${{ github.token }}
          GH_HOST: github.com
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.29.6 --rootless
      - name: Install Pi CLI
        run: npm install --ignore-scripts -g @earendil-works/pi-coding-agent@1.4.0
        env:
          NPM_CONFIG_MIN_RELEASE_AGE: '3'
      - name: Record Pi package location
        run: |
          GH_AW_PI_PACKAGE_ROOT="$(npm root -g)/@earendil-works/pi-coding-agent"
          printf 'GH_AW_PI_PACKAGE_ROOT=%s\n' "$GH_AW_PI_PACKAGE_ROOT" >> "$GITHUB_ENV"
      - name: Determine automatic lockdown mode for GitHub MCP Server
        id: determine-automatic-lockdown
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
          GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const determineAutomaticLockdown = require(path.join(actionsDir, 'determine_automatic_lockdown.cjs'));
            await determineAutomaticLockdown(github, context, core);
      - name: Restore agent config folders from base branch
        if: steps.checkout-pr.outputs.checked_out == 'true'
        env:
          GH_AW_AGENT_FOLDERS: ".agents .github .pi"
          GH_AW_AGENT_FILES: "AGENTS.MD AGENTS.md AGENTS.override.md CLAUDE.MD CLAUDE.md PI.md"
        run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_base_github_folders.sh"
      - name: Restore inline sub-agents from activation artifact
        env:
          GH_AW_SUB_AGENT_DIR: ".pi/agents"
          GH_AW_SUB_AGENT_EXT: ".md"
        run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_sub_agents.sh"
      - name: Restore inline skills from activation artifact
        env:
          GH_AW_SKILL_DIR: ".pi/skills"
        run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_skills.sh"
      - name: Download container images
        run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65 ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06 ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7 ghcr.io/github/gh-aw-mcpg:v0.5.2@sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6 ghcr.io/github/gh-aw-node@sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f ghcr.io/github/github-mcp-server:v2.0.3@sha256:250bc6ce70788207608ef74cef4397230ff2e8481218da74d6093e4bd9101132
      - name: Prepare Safe Outputs Directories
        run: |
          mkdir -p "${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: "{\"create_discussion\":{\"category\":\"research\",\"expires\":24,\"fallback_to_issue\":true,\"max\":1},\"create_report_incomplete_issue\":{},\"noop\":{\"max\":2,\"report-as-issue\":\"false\"},\"report_incomplete\":{},\"report_missing_data\":{},\"report_missing_tool\":{}}"
        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": {
                "create_discussion": " CONSTRAINTS: Maximum 1 discussion(s) can be created. Discussions will be created in category \"research\"."
              },
              "repo_params": {},
              "dynamic_tools": []
            }
          GH_AW_VALIDATION_JSON: |
            {
              "create_discussion": {
                "defaultMax": 1,
                "fields": {
                  "body": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000,
                    "minLength": 64
                  },
                  "category": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 128
                  },
                  "repo": {
                    "type": "string",
                    "maxLength": 256
                  },
                  "temporary_id": {
                    "type": "string",
                    "pattern": "^#?aw_[A-Za-z0-9_]{3,12}$"
                  },
                  "title": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 128
                  }
                }
              },
              "noop": {
                "defaultMax": 2,
                "fields": {
                  "message": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000
                  }
                }
              },
              "report_incomplete": {
                "defaultMax": 5,
                "fields": {
                  "details": {
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 65000
                  },
                  "reason": {
                    "required": true,
                    "type": "string",
                    "sanitize": true,
                    "maxLength": 1024
                  }
                }
              },
              "report_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
                  }
                }
              },
              "report_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
                  }
                }
              }
            }
        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:
          DEBUG: ${{ env.DEBUG || runner.debug == '1' && '*' || '' }}
          GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
          GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
          GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
          GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
          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 }}
          TAVILY_API_KEY: ${{ secrets.TAVILY_API_KEY }}
        run: |
          set -eo pipefail
          mkdir -p "${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 GH_AW_TARGET_REPO_SLUG="${GH_AW_TARGET_REPO_SLUG:-}"
          export GH_AW_ENGINE="pi"
          export GH_AW_MCP_CLI_SERVERS='["safeoutputs","tavily"]'
          MCP_GATEWAY_UID=$(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_TARGET_REPO_SLUG -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_OBJECT_PACK_MAX_BYTES -e GH_AW_OBJECT_PACK_MAX_OBJECTS -e GH_AW_OBJECT_PACK_TIMEOUT_MS -e GH_AW_OBJECT_PACK_FETCH_DEPTHS -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 -e TAVILY_API_KEY -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw -v '"${RUNNER_TEMP}"'/gh-aw/safeoutputs:'"${RUNNER_TEMP}"'/gh-aw/safeoutputs:rw ghcr.io/github/gh-aw-mcpg:v0.5.2@sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6'

          GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node)
          cat << GH_AW_MCP_CONFIG_3689de56a82c3daf_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
          {
            "mcpServers": {
              "github": {
                "container": "ghcr.io/github/github-mcp-server:v2.0.3",
                "env": {
                  "GITHUB_FEATURES": "fields_param",
                  "GITHUB_HOST": "$GITHUB_SERVER_URL",
                  "GITHUB_PERSONAL_ACCESS_TOKEN": "$GITHUB_MCP_SERVER_TOKEN",
                  "GITHUB_READ_ONLY": "1",
                  "GITHUB_TOOLSETS": "context,repos,issues,pull_requests"
                },
                "guard-policies": {
                  "allow-only": {
                    "min-integrity": "$GITHUB_MCP_GUARD_MIN_INTEGRITY",
                    "repos": "$GITHUB_MCP_GUARD_REPOS"
                  }
                }
              },
              "safeoutputs": {
                "container": "ghcr.io/github/gh-aw-node@sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f",
                "mounts": ["\${GITHUB_WORKSPACE}:\${GITHUB_WORKSPACE}:rw", "${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": "\${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_TARGET_REPO_SLUG": "\${GH_AW_TARGET_REPO_SLUG}",
                  "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}",
                  "GH_AW_OBJECT_PACK_MAX_BYTES": "\${GH_AW_OBJECT_PACK_MAX_BYTES}",
                  "GH_AW_OBJECT_PACK_MAX_OBJECTS": "\${GH_AW_OBJECT_PACK_MAX_OBJECTS}",
                  "GH_AW_OBJECT_PACK_TIMEOUT_MS": "\${GH_AW_OBJECT_PACK_TIMEOUT_MS}",
                  "GH_AW_OBJECT_PACK_FETCH_DEPTHS": "\${GH_AW_OBJECT_PACK_FETCH_DEPTHS}"
                },
                "guard-policies": {
                  "write-sink": {
                    "accept": [
                      "*"
                    ],
                    "sink-visibility": "${GH_AW_SINK_VISIBILITY}"
                  }
                }
              },
              "tavily": {
                "type": "http",
                "url": "https://mcp.tavily.com/mcp/",
                "headers": {
                  "Authorization": "Bearer \${TAVILY_API_KEY}"
                },
                "tools": [
                  "*"
                ],
                "env": {
                  "TAVILY_API_KEY": "\${TAVILY_API_KEY}"
                },
                "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_3689de56a82c3daf_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: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io);
            const { main } = require(path.join(actionsDir, 'mount_mcp_as_cli.cjs'));
            await main();
      - name: Clean credentials
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh"
          bash "${RUNNER_TEMP}/gh-aw/actions/verify_git_credentials.sh"
      - name: Audit pre-agent workspace
        id: pre_agent_audit
        continue-on-error: true
        run: bash "${RUNNER_TEMP}/gh-aw/actions/audit_pre_agent_workspace.sh"
      - name: Log GitHub rate limits at agent start
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { fetchAndLogRateLimit } = require(path.join(actionsDir, 'github_rate_limit_logger.cjs'));
            await fetchAndLogRateLimit(github, 'agent_start', true);
      - name: Execute Pi CLI
        id: agentic_execution
        timeout-minutes: 10
        run: |
          set -o pipefail
          gh_aw_exit_code=0
          trap 'gh_aw_exit_code=$?; mkdir -p /tmp/gh-aw >/dev/null 2>&1 || true; printf "%s" "$gh_aw_exit_code" > /tmp/gh-aw/agent_execution_exit_code.txt || true; if [ "$gh_aw_exit_code" -ne 0 ]; then echo "::error::Agent execution exited with code $gh_aw_exit_code"; fi' EXIT
          printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
          touch /tmp/gh-aw/agent-step-summary.md
          GH_AW_NODE_BIN=$(command -v node 2>/dev/null || true)
          export GH_AW_NODE_BIN
          (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
          GH_AW_MAX_AI_CREDITS="${GH_AW_MAX_AI_CREDITS:-1000}"
          if [[ ! "$GH_AW_MAX_AI_CREDITS" =~ ^[0-9]+$ ]]; then
            GH_AW_MAX_AI_CREDITS="1000"
          fi
          if [[ "${GH_AW_ADMISSION_RESULT:-}" == "admitted" && -z "${GH_AW_ADMISSION_MAX_AI_CREDITS:-}" ]]; then
            echo "ERR_ADMISSION: Missing required runtime admission allowance." >&2
            exit 1
          fi

          if [[ "${GH_AW_ADMISSION_RESULT:-}" == "admitted" && -n "${GH_AW_ADMISSION_MAX_AI_CREDITS:-}" ]]; then
            if [[ ! "$GH_AW_ADMISSION_MAX_AI_CREDITS" =~ ^[1-9][0-9]{0,9}$ ]] || (( GH_AW_ADMISSION_MAX_AI_CREDITS > 2147483647 )); then
              echo "ERR_ADMISSION: Invalid runtime admission allowance." >&2
              exit 1
            fi
            GH_AW_MAX_AI_CREDITS="$GH_AW_ADMISSION_MAX_AI_CREDITS"
            echo "Admission allowance applied (value withheld)."
          else
            echo "No component admission allowance; retaining existing budget policy (value withheld)."
          fi
          unset GH_AW_ADMISSION_RESULT GH_AW_ADMISSION_MAX_AI_CREDITS
          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.29.6/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.grafana.net\",\"*.sentry.io\",\"api.npms.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"bun.sh\",\"cdn.jsdelivr.net\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"deb.nodesource.com\",\"deno.land\",\"esm.sh\",\"get.pnpm.io\",\"googleapis.deno.dev\",\"googlechromelabs.github.io\",\"json-schema.org\",\"json.schemastore.org\",\"jsr.io\",\"keyserver.ubuntu.com\",\"mcp.tavily.com\",\"nodejs.org\",\"npm.pkg.github.com\",\"npmjs.com\",\"npmjs.org\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"registry.bower.io\",\"registry.npmjs.com\",\"registry.npmjs.org\",\"registry.yarnpkg.com\",\"repo.yarnpkg.com\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"skimdb.npmjs.com\",\"storage.googleapis.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\",\"www.npmjs.com\",\"www.npmjs.org\",\"yarnpkg.com\"],\"isolation\":true,\"topologyAttach\":[\"awmg-mcpg\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"providers\":{\"github-copilot\":{\"models\":{\"gpt-6-sol\":{\"cost\":{\"cache_read\":\"2e-07\",\"cache_write\":\"2.5e-06\",\"input\":\"2e-06\",\"output\":\"1e-05\"}}}}},\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-6\",\"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\":[\"copilot/gpt-6-luna-decisions\"],\"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-3.8-flash\":[\"copilot/gemini-3.8*flash*\",\"google/gemini-3.8*flash*\",\"gemini/gemini-3.8*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*\"],\"gpt-6\":[\"copilot/gpt-6*\",\"openai/gpt-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-6\",\"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*\"],\"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\":\"0.29.6,squid=sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7,agent=sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65,api-proxy=sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06,cli-proxy=sha256:b5240a652aeaa84021ecf26fb585fc996ccf08f98749d73ee75b8579bdb3b529\",\"agentTimeout\":10},\"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:$GH_AW_TOOL_CACHE:ro"
            fi
          fi
          # shellcheck disable=SC1003,SC2016,SC2086
          mkdir -p "/tmp/gh-aw"
          evidence_tmp="/tmp/gh-aw/agent_execution.json.tmp"
          printf '{"version":1,"component":"agent","run_id":%s,"run_attempt":%s,"state":"started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
          mv "$evidence_tmp" "/tmp/gh-aw/agent_execution.json"
          export GH_AW_AWF_EXECUTION_COMPONENT="agent"
          export GH_AW_AWF_EXECUTION_EVIDENCE_FILE="/tmp/gh-aw/agent_execution.json"
          GH_AW_AWF_ENGINE_NAME=pi \
          GH_AW_AWF_HARNESS_MARKER='[pi-harness]' \
          GH_AW_AWF_LOG_FILE=/tmp/gh-aw/agent-stdio.log \
          GH_AW_AWF_ATTEMPT_LOG_NAME=pi \
          bash "${RUNNER_TEMP}/gh-aw/actions/run_awf_with_startup_retries.sh" -- \
            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 AI_GATEWAY_API_KEY --exclude-env ANTHROPIC_API_KEY --exclude-env ANTHROPIC_AUTH_TOKEN --exclude-env ANTHROPIC_OAUTH_TOKEN --exclude-env AWS_ACCESS_KEY_ID --exclude-env AWS_BEARER_TOKEN_BEDROCK --exclude-env AWS_SECRET_ACCESS_KEY --exclude-env AWS_SESSION_TOKEN --exclude-env AZURE_OPENAI_API_KEY --exclude-env BASETEN_API_KEY --exclude-env CEREBRAS_API_KEY --exclude-env CODEX_API_KEY --exclude-env COPILOT_GITHUB_TOKEN --exclude-env DEEPSEEK_API_KEY --exclude-env FIREWORKS_API_KEY --exclude-env GEMINI_API_KEY --exclude-env GH_AW_OTLP_ALL_HEADERS --exclude-env GH_AW_OTLP_ENDPOINTS --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env GOOGLE_CLOUD_API_KEY --exclude-env GROQ_API_KEY --exclude-env HF_TOKEN --exclude-env KIMI_API_KEY --exclude-env MCP_GATEWAY_AGENT_ID --exclude-env MINIMAX_API_KEY --exclude-env MISTRAL_API_KEY --exclude-env NVIDIA_API_KEY --exclude-env OPENAI_API_KEY --exclude-env OPENCODE_API_KEY --exclude-env OPENROUTER_API_KEY --exclude-env OTEL_EXPORTER_OTLP_ENDPOINT --exclude-env OTEL_EXPORTER_OTLP_HEADERS --exclude-env RADIUS_API_KEY --exclude-env TAVILY_API_KEY --exclude-env TOGETHER_API_KEY --exclude-env TYPESAFE_API_KEY --exclude-env XAI_API_KEY --mount /tmp/gh-aw:/tmp/gh-aw:rw --log-level info --skip-pull \
            -- /bin/bash -c 'set +o histexpand; 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" ${RUNNER_TEMP}/gh-aw/actions/shell_harness.cjs pi '\''export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; GH_AW_TOOL_BINS="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr "\n" ":")"; GH_AW_TOOL_BINS="${GH_AW_TOOL_BINS%:}"; export PATH="$PATH${GH_AW_TOOL_BINS:+:}$GH_AW_TOOL_BINS"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && cd "${GITHUB_WORKSPACE}" && mkdir -p /tmp/gh-aw/sandbox/agent/logs/ && 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/pi_runtime.cjs" && export GH_AW_PI_MODEL_ID=gpt-6-sol && export GH_AW_PI_GATEWAY_SECRET_ENV=COPILOT_GITHUB_TOKEN GH_AW_PI_GATEWAY_FALLBACK_PORT=10002 GH_AW_LLM_PROVIDER=github && ( 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/pi_models_json.cjs" ) && cat /tmp/gh-aw/aw-prompts/user.txt | pi --print --mode json --no-session --no-approve --model aw-gateway/gpt-6-sol --append-system-prompt /tmp/gh-aw/aw-prompts/system.txt --extension "${RUNNER_TEMP}/gh-aw/actions/pi_provider.cjs" --extension "${RUNNER_TEMP}/gh-aw/actions/pi_steering_extension.cjs" --extension "${RUNNER_TEMP}/gh-aw/actions/pi_tool_policy.cjs" --extension "${RUNNER_TEMP}/gh-aw/actions/pi_subagent_extension.cjs" --extension builtin:mcp --extension builtin:codemode --extension builtin:tool-search 2>&1 | tee /tmp/gh-aw/sandbox/agent/logs/pi-streaming.jsonl'\'''
        env:
          AWF_REFLECT_ENABLED: 1
          COPILOT_GITHUB_TOKEN: ${{ github.token }}
          GH_AW_ADMISSION_MAX_AI_CREDITS: ${{ needs.activation.outputs.admission-max-ai-credits }}
          GH_AW_ADMISSION_RESULT: ${{ needs.activation.outputs.admission-result }}
          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_PI_BARE: false
          GH_AW_PI_CONFIG: '{"mcp":{"exposure":"direct"}}'
          GH_AW_PI_MODEL: copilot/gpt-6-sol
          GH_AW_PI_NATIVE_PROVIDER: github-copilot
          GH_AW_PI_SUBAGENT_ARGS: '["--print","--mode","json","--no-session","--no-approve"]'
          GH_AW_PI_SYSTEM_PROMPT: /tmp/gh-aw/aw-prompts/system.txt
          GH_AW_PI_TOOL_BUDGET_DIR: /tmp/gh-aw/pi-agent-dir/tool-budget
          GH_AW_PI_TOOL_POLICY: '{"bash":["echo","printf","ls","pwd","cat","head","tail","grep","wc","sort","uniq","date","yq","*"],"edit":true}'
          GH_AW_PI_USER_PROMPT: /tmp/gh-aw/aw-prompts/user.txt
          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: 10
          GH_AW_VERSION: dev
          GITHUB_AW: true
          GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md
          GITHUB_WORKSPACE: ${{ github.workspace }}
          GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_AUTHOR_NAME: github-actions[bot]
          GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_COMMITTER_NAME: github-actions[bot]
          PI_CODING_AGENT_DIR: /tmp/gh-aw/pi-agent-dir
          PI_OFFLINE: 1
          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: Log GitHub rate limits at agent end
        if: always()
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        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 { fetchAndLogRateLimit } = require(path.join(actionsDir, 'github_rate_limit_logger.cjs'));
            await fetchAndLogRateLimit(github, 'agent_end', true);
      - 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: 10
        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: 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
        id: redact_secrets
        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: 'GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN,TAVILY_API_KEY'
          SECRET_GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
          SECRET_GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
          SECRET_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          SECRET_TAVILY_API_KEY: ${{ secrets.TAVILY_API_KEY }}
      - name: Validate recovery envelopes before upload
        id: validate_recovery_envelopes
        if: always() && steps.redact_secrets.outcome == 'success'
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
          GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
          GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
          GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
          GH_AW_RECOVERY_ADDITIONAL_ROOTS: '[]'
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { main } = require(path.join(actionsDir, 'validate_recovery_envelopes.cjs'));
            main({ core, additionalRoots: JSON.parse(process.env.GH_AW_RECOVERY_ADDITIONAL_ROOTS) });
      - name: Append agent step summary
        if: always()
        run: bash "${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: "*.grafana.net,*.sentry.io,api.npms.io,archive.ubuntu.com,azure.archive.ubuntu.com,bun.sh,cdn.jsdelivr.net,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,deb.nodesource.com,deno.land,esm.sh,get.pnpm.io,googleapis.deno.dev,googlechromelabs.github.io,json-schema.org,json.schemastore.org,jsr.io,keyserver.ubuntu.com,mcp.tavily.com,nodejs.org,npm.pkg.github.com,npmjs.com,npmjs.org,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,registry.bower.io,registry.npmjs.com,registry.npmjs.org,registry.yarnpkg.com,repo.yarnpkg.com,s.symcb.com,s.symcd.com,security.ubuntu.com,skimdb.npmjs.com,storage.googleapis.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.npmjs.com,www.npmjs.org,yarnpkg.com"
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_API_URL: ${{ github.api_url }}
        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/pi-streaming.jsonl
          GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'parse_pi_log.cjs'));
            await main();
      - name: Parse MCP Gateway logs for step summary
        if: always()
        id: parse-mcp-gateway
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            const { main } = require(path.join(actionsDir, 'parse_mcp_gateway_log.cjs'));
            await main();
      - name: Print firewall logs
        if: always()
        continue-on-error: true
        env:
          AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
        run: bash "${RUNNER_TEMP}/gh-aw/actions/print_firewall_logs.sh" --rootless
      - name: Parse token usage for step summary
        if: always()
        id: parse-token-usage
        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
      - name: Validate recovery envelopes before upload
        id: validate_final_recovery_envelopes
        if: always() && steps.redact_secrets.outcome == 'success'
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
          GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
          GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
          GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
          GH_AW_RECOVERY_ADDITIONAL_ROOTS: '["/tmp/gh-aw/aw-prompts/prompt.txt","/tmp/gh-aw/agent_execution.json","/tmp/gh-aw/agent_execution_exit_code.txt","/tmp/gh-aw/agent-session.jsonl","/tmp/gh-aw/agent-errors.jsonl","/tmp/gh-aw/aw-prompts/user.txt","/tmp/gh-aw/aw-prompts/system.txt","/tmp/gh-aw/skill_inventory.json","/tmp/gh-aw/sandbox/agent/logs/pi-streaming.jsonl","/tmp/gh-aw/agent/pi-sessions","/tmp/gh-aw/pi-agent-dir/session.html","/tmp/gh-aw/redacted-urls.log","/tmp/gh-aw/mcp-logs/","/tmp/gh-aw/agent_usage.json","/tmp/gh-aw/agent/model-resolution.json","/tmp/gh-aw/agent-stdio.log","/tmp/gh-aw/agent/harness_retry.json","/tmp/gh-aw/pre-agent-audit.txt","/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","/tmp/gh-aw","/tmp/gh-aw/awf-config.json","/tmp/gh-aw/awf-resolved-config.json","/tmp/gh-aw/sandbox/firewall/logs/","/tmp/gh-aw/sandbox/firewall/audit/","/tmp/gh-aw/sandbox/firewall/awf-reflect.json"]'
        with:
          script: |
            const path = require('path');
            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
            const { main } = require(path.join(actionsDir, 'validate_recovery_envelopes.cjs'));
            main({ core, additionalRoots: JSON.parse(process.env.GH_AW_RECOVERY_ADDITIONAL_ROOTS) });
      # 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() && steps.redact_secrets.outcome == 'success' && steps.validate_recovery_envelopes.outcome == 'success' && steps.validate_final_recovery_envelopes.outcome == 'success'
        continue-on-error: true
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: agent-output-fallback
          path: |
            /tmp/gh-aw/agent_output.json
            /tmp/gh-aw/safeoutputs.jsonl
            /tmp/gh-aw/agent_execution.json
            /tmp/gh-aw/agent_execution_exit_code.txt
            /tmp/gh-aw/agent_usage.jsonl
            /tmp/gh-aw/agent_usage.json
            /tmp/gh-aw/agent/harness_retry.json
            /tmp/gh-aw/agent/model-endpoint-mismatch.json
            /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl
            /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/model-routing.jsonl
            /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl
            /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/model-routing.jsonl
            /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl
            /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/model-routing.jsonl
            /tmp/gh-aw/awf-resolved-config.json
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
      - name: Upload agent artifacts
        if: always() && steps.redact_secrets.outcome == 'success' && steps.validate_recovery_envelopes.outcome == 'success' && steps.validate_final_recovery_envelopes.outcome == 'success'
        continue-on-error: true
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: agent
          path: |
            /tmp/gh-aw/aw-prompts/prompt.txt
            /tmp/gh-aw/agent_execution.json
            /tmp/gh-aw/agent_execution_exit_code.txt
            /tmp/gh-aw/agent-session.jsonl
            /tmp/gh-aw/agent-errors.jsonl
            /tmp/gh-aw/aw-prompts/user.txt
            /tmp/gh-aw/aw-prompts/system.txt
            /tmp/gh-aw/skill_inventory.json
            /tmp/gh-aw/sandbox/agent/logs/pi-streaming.jsonl
            /tmp/gh-aw/agent/pi-sessions/*.jsonl
            /tmp/gh-aw/pi-agent-dir/session.html
            /tmp/gh-aw/redacted-urls.log
            /tmp/gh-aw/mcp-logs/
            /tmp/gh-aw/agent_usage.json
            /tmp/gh-aw/agent/model-resolution.json
            /tmp/gh-aw/agent-stdio.log
            /tmp/gh-aw/agent/harness_retry.json
            /tmp/gh-aw/pre-agent-audit.txt
            /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/awf-resolved-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
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}

  conclusion:
    name: conclusion
    needs:
      - activation
      - admission
      - agent
      - detection
      - evals
      - push_evals_state
      - safe_outputs
    if: >
      always() && (needs.agent.result != 'skipped' || needs.activation.result == 'failure' || 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.daily_ai_credits_exceeded == 'true' || needs.activation.outputs.daily_ai_credits_guardrail_status == 'structural_error' ||
      needs.activation.outputs.daily_ai_credits_guardrail_status == 'transient_error')
    runs-on: ubuntu-slim
    # Permissions for the conclusion job (workflow permissions default to none).
    permissions:
      actions: read
      checks: read
      discussions: write
      issues: write
      pull-requests: read
    concurrency:
      group: "gh-aw-conclusion-research"
      cancel-in-progress: false
      queue: max
    env:
      GH_AW_JOB_DISPLAY_NAMES: "{\"activation\":\"activation\",\"admission\":\"admission\",\"agent\":\"agent\",\"conclusion\":\"conclusion\",\"conclusion_admission\":\"conclusion_admission\",\"detection\":\"detection\",\"evals\":\"evals\",\"push_evals_state\":\"push_evals_state\",\"safe_outputs\":\"safe_outputs\"}"
      GH_AW_JOB_RESULTS: "{\"activation\":{\"result\":\"${{ needs.activation.result }}\"},\"admission\":{\"result\":\"${{ needs.admission.result }}\"},\"agent\":{\"result\":\"${{ needs.agent.result }}\"},\"detection\":{\"result\":\"${{ needs.detection.result }}\"},\"evals\":{\"result\":\"${{ needs.evals.result }}\"},\"push_evals_state\":{\"result\":\"${{ needs.push_evals_state.result }}\"},\"safe_outputs\":{\"result\":\"${{ needs.safe_outputs.result }}\"}}"
      GH_AW_JOB_TIMING_ELIGIBLE: "{\"activation\":true,\"admission\":true,\"agent\":true,\"conclusion\":true,\"conclusion_admission\":true,\"detection\":true,\"evals\":true,\"push_evals_state\":true,\"safe_outputs\":true}"
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
    outputs:
      admission_compact_session: ${{ steps.admission-conclusion-metadata.outputs.compact_session }}
      incomplete_count: ${{ steps.report_incomplete.outputs.incomplete_count }}
      noop_comment_body: ${{ steps.noop.outputs.noop_comment_body }}
      noop_message: ${{ steps.noop.outputs.noop_message }}
      tools_reported: ${{ steps.missing_tool.outputs.tools_reported }}
      total_count: ${{ steps.missing_tool.outputs.total_count }}
      usage_artifact_id: ${{ steps.upload-usage-artifact.outputs.artifact-id }}
      usage_artifact_retry_id: ${{ steps.upload-usage-artifact-retry.outputs.artifact-id }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          fetch-depth: 1
          clean: false
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/research.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.4.0"
          GH_AW_INFO_AWF_VERSION: "v0.29.6"
          GH_AW_INFO_ENGINE_ID: "pi"
          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
      - name: Download agent output artifact
        id: download-agent-output
        continue-on-error: true
        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        with:
          pattern: "{agent,agent-output-fallback}"
          merge-multiple: true
          path: /tmp/gh-aw/
      - name: Setup agent output environment variable
        id: setup-agent-output-env
        if: steps.download-agent-output.outcome == 'success'
        run: |
          mkdir -p /tmp/gh-aw/
          find "/tmp/gh-aw/" -type f -print
          if [ -f "/tmp/gh-aw/agent_output.json" ]; then
            echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
          fi
      - name: Warn if threat detection produced no verdict
        if: always() && needs.detection.result != 'skipped' && (needs.detection.outputs.detection_reason == 'agent_failure' || needs.detection.outputs.detection_reason == 'parse_error' || needs.detection.outputs.detection_conclusion == '')
        run: echo "::warning::Threat detection produced no security verdict. Review the detection job logs before trusting the agent outputs."
      - name: Download detection artifact
        id: download-detection-artifact
        continue-on-error: true
        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        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@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        with:
          pattern: safe-outputs-items
          merge-multiple: true
          path: /tmp/gh-aw/
      - name: Download evals artifact
        id: download-evals-artifact
        if: always()
        continue-on-error: true
        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        with:
          pattern: evals
          merge-multiple: true
          path: /tmp/gh-aw/evals/
      - name: Process no-op messages
        id: noop
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_NOOP_MAX: "2"
          GH_AW_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/research.md"
          GH_AW_ENGINE_ID: "pi"
          GH_AW_ENGINE_MODEL: "copilot/gpt-6-sol"
          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_EVALS_AIC: ${{ needs.evals.outputs.aic }}
          GH_AW_AMBIENT_CONTEXT: ${{ needs.agent.outputs.ambient_context }}
          GH_AW_WORKFLOW_ID: "research"
        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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/research.md"
          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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_MISSING_TOOL_CREATE_ISSUE: "true"
          GH_AW_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/research.md"
          GH_AW_ENGINE_ID: "pi"
          GH_AW_ENGINE_MODEL: "copilot/gpt-6-sol"
        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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_REPORT_INCOMPLETE_CREATE_ISSUE: "true"
          GH_AW_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/research.md"
          GH_AW_ENGINE_ID: "pi"
          GH_AW_ENGINE_MODEL: "copilot/gpt-6-sol"
        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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/research.md"
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
          GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
          GH_AW_ACTIVATION_RESULT: ${{ needs.activation.result }}
          GH_AW_WORKFLOW_ID: "research"
          GH_AW_ACTION_FAILURE_ISSUE_EXPIRES_HOURS: "12"
          GH_AW_ENGINE_ID: "pi"
          GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }}
          GH_AW_CHECKOUT_PR_INVALIDATED: ${{ needs.agent.outputs.checkout_pr_invalidated }}
          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_DETECTION_JOB_RESULT: ${{ needs.detection.result }}
          GH_AW_EVALS_AIC: ${{ needs.evals.outputs.aic }}
          GH_AW_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}
          GH_AW_DEFAULT_CHECKOUT_USES_TRIGGER_REF: "true"
          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_MODEL_ENDPOINT_MISMATCH_ERROR: ${{ needs.agent.outputs.model_endpoint_mismatch_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_CREATE_DISCUSSION_ERRORS: ${{ needs.safe_outputs.outputs.create_discussion_errors }}
          GH_AW_CREATE_DISCUSSION_ERROR_COUNT: ${{ needs.safe_outputs.outputs.create_discussion_error_count }}
          GH_AW_LOCKDOWN_CHECK_FAILED: ${{ needs.activation.outputs.lockdown_check_failed }}
          GH_AW_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_GUARDRAIL_STATUS: ${{ needs.activation.outputs.daily_ai_credits_guardrail_status }}
          GH_AW_DAILY_AI_CREDITS_GUARDRAIL_ERROR: ${{ needs.activation.outputs.daily_ai_credits_guardrail_error }}
          GH_AW_DAILY_AI_CREDITS_TOTAL: ${{ needs.activation.outputs.daily_ai_credits_total }}
          GH_AW_DAILY_AI_CREDITS_ESTIMATED: ${{ needs.activation.outputs.daily_ai_credits_estimated }}
          GH_AW_DAILY_AI_CREDITS_THRESHOLD: ${{ needs.activation.outputs.daily_ai_credits_threshold }}
          GH_AW_DAILY_AI_CREDITS_CONTINUE_ON_ERROR: "false"
          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: "10"
        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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/research.md"
          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: Collect usage artifact files
        if: always()
        continue-on-error: true
        env:
          GH_AW_DETECTION_JOB_RESULT: ${{ needs.detection.result }}
          GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
          GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
        run: bash "${RUNNER_TEMP}/gh-aw/actions/collect_usage_artifact_files.sh"
      - name: Generate usage activity summary and unified session
        if: always()
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_ADMISSION_RESULT: ${{ needs.activation.outputs.admission-result }}
          GH_AW_ADMISSION_MAX_AI_CREDITS: ${{ needs.activation.outputs.admission-max-ai-credits }}
          GH_AW_ADMISSION_MAX_AI_CREDITS_THREAT_DETECTION: ${{ needs.activation.outputs.admission-max-ai-credits-threat-detection }}
          GH_AW_ADMISSION_MAX_AI_CREDITS_EVALS: ${{ needs.activation.outputs.admission-max-ai-credits-evals }}
          GH_AW_GRADER_MANIFEST_0: '{"version":2,"graders":[]}'
          GH_AW_GRADER_MANIFEST_CHUNKS: '1'
          GH_AW_JOB_DURATIONS: ${{ steps.report_failed_jobs.outputs.job_durations }}
          GH_AW_DAILY_AI_CREDITS_GUARDRAIL_STATUS: ${{ needs.activation.outputs.daily_ai_credits_guardrail_status }}
          GH_AW_DAILY_AI_CREDITS_EXCEEDED: ${{ needs.activation.outputs.daily_ai_credits_exceeded }}
          GH_AW_DAILY_AI_CREDITS_TOTAL: ${{ needs.activation.outputs.daily_ai_credits_total }}
          GH_AW_DAILY_AI_CREDITS_ESTIMATED: ${{ needs.activation.outputs.daily_ai_credits_estimated }}
          GH_AW_DAILY_AI_CREDITS_THRESHOLD: ${{ needs.activation.outputs.daily_ai_credits_threshold }}
        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_usage_artifacts.cjs'));
            await main();
      - name: Prepare admission conclusion metadata
        id: admission-conclusion-metadata
        if: always() && vars.GH_AW_DEFAULT_ADMISSION_URL != ''
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
            const path = require('node:path');
            const { readCompactUnifiedSession } = require(path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions', 'compact_unified_session.cjs'));
            const compact = readCompactUnifiedSession('/tmp/gh-aw/usage/aw_session.jsonl');
            core.setOutput('compact_session', JSON.stringify({ version: compact.version, session: compact.session, included_events: compact.includedEvents, omitted_events: compact.omittedEvents, oversized_lines: compact.oversizedLines, scan_truncated: compact.scanTruncated, truncated: compact.truncated }));
      - name: Upload usage artifact
        id: upload-usage-artifact
        if: always()
        continue-on-error: true
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: usage
          path: |
            /tmp/gh-aw/usage/aw_session.jsonl
            /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/agent/model-routing.jsonl
            /tmp/gh-aw/usage/agent/execution.json
            /tmp/gh-aw/usage/agent/harness_retry.json
            /tmp/gh-aw/usage/detection/token_usage.jsonl
            /tmp/gh-aw/usage/detection/execution.json
            /tmp/gh-aw/usage/detection/harness_retry.json
            /tmp/gh-aw/usage/detection/detection_result.json
            /tmp/gh-aw/usage/evals/token_usage.jsonl
            /tmp/gh-aw/usage/evals/execution.json
            /tmp/gh-aw/usage/evals/evals_status.json
            /tmp/gh-aw/usage/experiment/state.jsonl
            /tmp/gh-aw/usage/experiment/state.json
            /tmp/gh-aw/usage/experiment/assignments.json
            /tmp/gh-aw/usage/activity/summary.json
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
      - name: Wait before retrying usage artifact upload
        if: always() && steps.upload-usage-artifact.outcome == 'failure'
        run: sleep 10
      - name: Retry upload usage artifact
        id: upload-usage-artifact-retry
        if: always() && steps.upload-usage-artifact.outcome == 'failure'
        continue-on-error: true
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: usage
          path: |
            /tmp/gh-aw/usage/aw_session.jsonl
            /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/agent/model-routing.jsonl
            /tmp/gh-aw/usage/agent/execution.json
            /tmp/gh-aw/usage/agent/harness_retry.json
            /tmp/gh-aw/usage/detection/token_usage.jsonl
            /tmp/gh-aw/usage/detection/execution.json
            /tmp/gh-aw/usage/detection/harness_retry.json
            /tmp/gh-aw/usage/detection/detection_result.json
            /tmp/gh-aw/usage/evals/token_usage.jsonl
            /tmp/gh-aw/usage/evals/execution.json
            /tmp/gh-aw/usage/evals/evals_status.json
            /tmp/gh-aw/usage/experiment/state.jsonl
            /tmp/gh-aw/usage/experiment/state.json
            /tmp/gh-aw/usage/experiment/assignments.json
            /tmp/gh-aw/usage/activity/summary.json
          if-no-files-found: ignore
          overwrite: true
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}

  conclusion_admission:
    name: conclusion_admission
    needs: conclusion
    if: always() && needs.conclusion.result != 'skipped' && vars.GH_AW_DEFAULT_ADMISSION_URL != ''
    runs-on: ubuntu-slim
    # Permissions for the conclusion_admission job (workflow permissions default to none).
    permissions:
      contents: read
      id-token: write
    timeout-minutes: 5
    env:
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          fetch-depth: 1
          clean: false
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/unknown.lock.yml@${{ github.ref }}
      - name: Report admission conclusion
        if: always() && vars.GH_AW_DEFAULT_ADMISSION_URL != ''
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_DEFAULT_ADMISSION_URL: ${{ vars.GH_AW_DEFAULT_ADMISSION_URL }}
          GH_AW_DEFAULT_ADMISSION_AUDIENCE: ${{ vars.GH_AW_DEFAULT_ADMISSION_AUDIENCE }}
          GH_AW_DEFAULT_ADMISSION_ON_OUTAGE: ${{ vars.GH_AW_DEFAULT_ADMISSION_ON_OUTAGE }}
          GH_AW_ADMISSION_WORKFLOW_HASH: "a65205bb9f54db54da54001e4f0e637b5faadc02c4d2c111a33e2a6601cbe183:6459667cf2f11ac8b2b3c8fbf11dd9761e319aee83e39e71e6015223f7ed2cc7"
          GH_AW_INFO_WORKFLOW_ID: ${{ job.workflow_ref }}
          GITHUB_ACTOR: ${{ github.actor }}
          GITHUB_TRIGGERING_ACTOR: ${{ github.triggering_actor }}
          GH_AW_ADMISSION_COMPACT_SESSION: ${{ needs.conclusion.outputs.admission_compact_session }}
          GH_AW_USAGE_ARTIFACT_ID: ${{ needs.conclusion.outputs.usage_artifact_id }}
          GH_AW_USAGE_ARTIFACT_RETRY_ID: ${{ needs.conclusion.outputs.usage_artifact_retry_id }}
        with:
          script: |
            const { setupGlobals } = require(require('node:path').join(process.env.RUNNER_TEMP, 'gh-aw', 'actions', 'setup_globals.cjs'));
            setupGlobals(core, github, context, exec, io, getOctokit);
            await require(require('node:path').join(process.env.RUNNER_TEMP, 'gh-aw', 'actions', 'conclusion_admission.cjs')).main(core);

  detection:
    name: detection
    needs:
      - activation
      - agent
    if: always() && needs.agent.result != 'skipped'
    runs-on: ubuntu-latest
    # Permissions for the detection job (workflow permissions default to none).
    permissions:
      contents: read
      copilot-requests: write
    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 }}
      run_detection: ${{ steps.detection_guard.outputs.run_detection }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          fetch-depth: 1
          clean: false
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/research.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.4.0"
          GH_AW_INFO_AWF_VERSION: "v0.29.6"
          GH_AW_INFO_ENGINE_ID: "pi"
          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
      - name: Download activation artifact
        continue-on-error: true
        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        with:
          name: activation
          path: /tmp/gh-aw
      - name: Download agent output artifact
        id: download-agent-output
        continue-on-error: true
        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        with:
          pattern: "{agent,agent-output-fallback}"
          merge-multiple: true
          path: /tmp/gh-aw/
      - name: Setup agent output environment variable
        id: setup-agent-output-env
        if: steps.download-agent-output.outcome == 'success'
        run: |
          mkdir -p /tmp/gh-aw/
          find "/tmp/gh-aw/" -type f -print
          if [ -f "/tmp/gh-aw/agent_output.json" ]; then
            echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
          fi
      - name: Clear agent token usage
        if: always()
        run: rm -f /tmp/gh-aw/agent_usage.json
      - 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: Initialize detection execution evidence
        run: |
          mkdir -p "/tmp/gh-aw/threat-detection"
          evidence_tmp="/tmp/gh-aw/threat-detection/execution.json.tmp"
          printf '{"version":1,"component":"detection","run_id":%s,"run_attempt":%s,"state":"not_started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
          mv "$evidence_tmp" "/tmp/gh-aw/threat-detection/execution.json"
      - name: Clear inherited Copilot session state
        run: rm -rf /tmp/gh-aw/sandbox/agent/logs/copilot-session-state
      - 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:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65 ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06 ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7
      - 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
        id: detection_setup
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          WORKFLOW_NAME: "Basic Research Agent"
          WORKFLOW_DESCRIPTION: "Performs web research on any topic using Tavily search and creates a discussion with findings"
          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
        env:
          GH_TOKEN: ${{ github.token }}
          GH_HOST: github.com
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.29.6 --rootless
      - name: Setup Node.js
        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
        with:
          node-version: '24'
          package-manager-cache: false
      - name: Install GitHub Copilot CLI
        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh" 1.0.103 --checksums-sha256 26cd3e4b32cde498e4961fb4d48e7b85d7859fc69af1a645a19201fdd577bdb2 --prefer-toolcache --cooldown-days 3
        env:
          GH_HOST: github.com
          GITHUB_TOKEN: ${{ github.token }}
          GH_AW_COPILOT_MIN_VERSION: 1.0.35
      - name: Install threat-detect binary
        id: threat_detect_install
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        continue-on-error: true
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/install_threat_detect_binary.sh" v0.5.3 --artifact-base-url https://github.com/github/gh-aw-threat-detection/releases/download --sha256-amd64 7cfab3bd02717968a0584ddd3790cff22550059e36d6f656c4f35e9d27851009 --sha256-arm64 6f355949af98e7b5527a958ac11431bd7867db45c0191b94c3a205c662181cc6
      - name: Execute threat detection with AWF
        id: detection_agentic_execution
        if: always() && steps.detection_guard.outputs.run_detection == 'true' && steps.detection_setup.outcome == 'success' && steps.detection_setup.outputs.ready == 'true' && steps.threat_detect_install.outcome == 'success'
        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: ${{ github.token }}
          COPILOT_MODEL: gpt-6-sol
          GH_AW_ADMISSION_MAX_AI_CREDITS: ${{ needs.activation.outputs.admission-max-ai-credits-threat-detection }}
          GH_AW_ADMISSION_RESULT: ${{ needs.activation.outputs.admission-result }}
          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: dev
          GITHUB_API_URL: ${{ github.api_url }}
          GITHUB_AW: true
          GITHUB_COPILOT_INTEGRATION_ID: agentic-workflows
          GITHUB_COPILOT_PROMPT_MODE_EXTENSIONS: false
          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 }}
          S2STOKENS: true
          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: "Basic Research Agent"
          WORKFLOW_DESCRIPTION: "Performs web research on any topic using Tavily search and creates a discussion with findings"
          HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
          GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
        run: |
          mkdir -p "/tmp/gh-aw/threat-detection"
          evidence_tmp="/tmp/gh-aw/threat-detection/execution.json.tmp"
          printf '{"version":1,"component":"detection","run_id":%s,"run_attempt":%s,"state":"started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
          mv "$evidence_tmp" "/tmp/gh-aw/threat-detection/execution.json"
          export GH_AW_AWF_EXECUTION_COMPONENT="detection"
          export GH_AW_AWF_EXECUTION_EVIDENCE_FILE="/tmp/gh-aw/threat-detection/execution.json"
          set -o pipefail
          printf '%s' "$(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="${GH_AW_MAX_AI_CREDITS:-400}"
          if [[ ! "$GH_AW_MAX_AI_CREDITS" =~ ^[0-9]+$ ]]; then
            GH_AW_MAX_AI_CREDITS="400"
          fi

          if [[ "${GH_AW_ADMISSION_RESULT:-}" == "admitted" && -n "${GH_AW_ADMISSION_MAX_AI_CREDITS:-}" ]]; then
            if [[ ! "$GH_AW_ADMISSION_MAX_AI_CREDITS" =~ ^[1-9][0-9]{0,9}$ ]] || (( GH_AW_ADMISSION_MAX_AI_CREDITS > 2147483647 )); then
              echo "ERR_ADMISSION: Invalid runtime admission allowance." >&2
              exit 1
            fi
            GH_AW_MAX_AI_CREDITS="$GH_AW_ADMISSION_MAX_AI_CREDITS"
            echo "Admission allowance applied (value withheld)."
          else
            echo "No component admission allowance; retaining existing budget policy (value withheld)."
          fi
          unset GH_AW_ADMISSION_RESULT GH_AW_ADMISSION_MAX_AI_CREDITS
          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.29.6/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"mcp.tavily.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"providers\":{\"github-copilot\":{\"models\":{\"gpt-6-sol\":{\"cost\":{\"cache_read\":\"2e-07\",\"cache_write\":\"2.5e-06\",\"input\":\"2e-06\",\"output\":\"1e-05\"}}}}},\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-6\",\"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\":[\"copilot/gpt-6-luna-decisions\"],\"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-3.8-flash\":[\"copilot/gemini-3.8*flash*\",\"google/gemini-3.8*flash*\",\"gemini/gemini-3.8*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*\"],\"gpt-6\":[\"copilot/gpt-6*\",\"openai/gpt-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-6\",\"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*\"],\"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\":\"0.29.6,squid=sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7,agent=sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65,api-proxy=sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06,cli-proxy=sha256:b5240a652aeaa84021ecf26fb585fc996ccf08f98749d73ee75b8579bdb3b529\",\"agentTimeout\":10},\"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 --exclude-env GH_AW_OTLP_ALL_HEADERS --exclude-env GH_AW_OTLP_ENDPOINTS --exclude-env OTEL_EXPORTER_OTLP_ENDPOINT --exclude-env OTEL_EXPORTER_OTLP_HEADERS --mount /tmp/gh-aw:/tmp/gh-aw:rw --mount /tmp/gh-aw/threat-detection:/tmp/gh-aw/threat-detection:rw --log-level info --session-state-dir /tmp/gh-aw/sandbox/agent/session-state --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"; GH_AW_TOOL_BINS="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr "\n" ":")"; GH_AW_TOOL_BINS="${GH_AW_TOOL_BINS%:}"; export PATH="$PATH${GH_AW_TOOL_BINS:+:}$GH_AW_TOOL_BINS"; [ -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: 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: Redact secrets in detection logs
        id: redact_detection_logs
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_SECRET_NAMES: 'GH_AW_OTEL_GRAFANA_AUTHORIZATION,GH_AW_OTEL_GRAFANA_ENDPOINT,GH_AW_OTEL_SENTRY_AUTHORIZATION,GH_AW_OTEL_SENTRY_ENDPOINT'
          SECRET_GH_AW_OTEL_GRAFANA_AUTHORIZATION: ${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}
          SECRET_GH_AW_OTEL_GRAFANA_ENDPOINT: ${{ secrets.GH_AW_OTEL_GRAFANA_ENDPOINT }}
          SECRET_GH_AW_OTEL_SENTRY_AUTHORIZATION: ${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}
          SECRET_GH_AW_OTEL_SENTRY_ENDPOINT: ${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}
        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'));
            const { persistDetectionMasks } = require(path.join(actionsDir, 'detection_mask_state.cjs'));
            await main({ additionalDirectories: ["/tmp/gh-aw/threat-detection/sandbox/firewall"], persistDetectionMasks });
      - name: Parse threat detection token usage for step summary
        id: parse_detection_token_usage
        if: always() && steps.detection_guard.outputs.run_detection == 'true' && steps.redact_detection_logs.outcome == 'success'
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_TOKEN_USAGE_SUMMARY_TITLE: Threat Detection Token Usage
          GH_AW_PHASE: detection
          GH_AW_AGENT_USAGE_PATH: /tmp/gh-aw/threat-detection/detection_usage.json
          GH_AW_AGENT_USAGE_JSONL_PATH: /tmp/gh-aw/threat-detection/detection_usage.jsonl
          GH_AW_WRITE_EMPTY_USAGE: "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, 'parse_token_usage.cjs'));
            await main();
      - name: Redact secrets in detection artifacts
        id: redact_detection_artifacts
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_SECRET_NAMES: 'GH_AW_OTEL_GRAFANA_AUTHORIZATION,GH_AW_OTEL_GRAFANA_ENDPOINT,GH_AW_OTEL_SENTRY_AUTHORIZATION,GH_AW_OTEL_SENTRY_ENDPOINT'
          SECRET_GH_AW_OTEL_GRAFANA_AUTHORIZATION: ${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}
          SECRET_GH_AW_OTEL_GRAFANA_ENDPOINT: ${{ secrets.GH_AW_OTEL_GRAFANA_ENDPOINT }}
          SECRET_GH_AW_OTEL_SENTRY_AUTHORIZATION: ${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}
          SECRET_GH_AW_OTEL_SENTRY_ENDPOINT: ${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}
        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'));
            const { persistDetectionMasks } = require(path.join(actionsDir, 'detection_mask_state.cjs'));
            await main({ additionalDirectories: ["/tmp/gh-aw/threat-detection/sandbox/firewall"], persistDetectionMasks });
      - name: Render detection log
        if: always() && steps.detection_guard.outputs.run_detection == 'true' && steps.redact_detection_logs.outcome == 'success' && steps.redact_detection_artifacts.outcome == 'success'
        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: Upload threat detection artifact
        if: always() && steps.detection_guard.outputs.run_detection == 'true' && steps.redact_detection_logs.outcome == 'success' && steps.redact_detection_artifacts.outcome == 'success'
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: detection
          path: |
            /tmp/gh-aw/threat-detection/detection_result.json
            /tmp/gh-aw/threat-detection/execution.json
            /tmp/gh-aw/threat-detection/detection_usage.json
            /tmp/gh-aw/threat-detection/detection_usage.jsonl
            /tmp/gh-aw/threat-detection/sandbox/firewall/logs/
            /tmp/gh-aw/threat-detection/sandbox/firewall/audit/
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
      - name: Conclude threat detection
        id: detection_conclusion
        if: always() && steps.detection_guard.outputs.run_detection == 'false' || (always() && steps.detection_guard.outputs.run_detection == 'true' && steps.redact_detection_logs.outcome == 'success' && steps.redact_detection_artifacts.outcome == 'success')
        continue-on-error: true
        env:
          RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
          DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
          THREAT_DETECT_INSTALL_OUTCOME: ${{ steps.threat_detect_install.outcome }}
          GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
        run: |
          bash "${RUNNER_TEMP}/gh-aw/actions/conclude_threat_detection.sh" /tmp/gh-aw/threat-detection/detection_result.json
      - name: Upload skipped detection execution evidence
        if: always() && steps.detection_guard.outputs.run_detection == 'false'
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: detection
          path: /tmp/gh-aw/threat-detection/execution.json
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}

  evals:
    name: evals
    needs:
      - activation
      - agent
      - detection
    if: always() && needs.agent.result == 'success'
    runs-on: ubuntu-latest
    # Permissions for the evals job (workflow permissions default to none).
    permissions:
      contents: read
      copilot-requests: write
    env:
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
    outputs:
      aic: ${{ steps.parse_evals_token_usage.outputs.aic }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          fetch-depth: 1
          clean: false
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/research.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.4.0"
          GH_AW_INFO_AWF_VERSION: "v0.29.6"
          GH_AW_INFO_ENGINE_ID: "pi"
          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
      - name: Download agent output artifact
        id: download-agent-output
        continue-on-error: true
        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        with:
          pattern: "{agent,agent-output-fallback}"
          merge-multiple: true
          path: /tmp/gh-aw/
      - name: Setup agent output environment variable
        id: setup-agent-output-env
        if: steps.download-agent-output.outcome == 'success'
        run: |
          mkdir -p /tmp/gh-aw/
          find "/tmp/gh-aw/" -type f -print
          if [ -f "/tmp/gh-aw/agent_output.json" ]; then
            echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
          fi
      - name: Initialize evals execution evidence
        if: always()
        run: |
          mkdir -p "/tmp/gh-aw/evals"
          evidence_tmp="/tmp/gh-aw/evals/execution.json.tmp"
          printf '{"version":1,"component":"evals","run_id":%s,"run_attempt":%s,"state":"not_started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
          mv "$evidence_tmp" "/tmp/gh-aw/evals/execution.json"
      - name: Prepare evals files
        run: |
          mkdir -p /tmp/gh-aw/evals
          if [ -f /tmp/gh-aw/agent_output.json ]; then cp /tmp/gh-aw/agent_output.json /tmp/gh-aw/evals/agent_output.json; fi
      - name: Execute BinEval Decisions
        id: evals_decisions_execution
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_DECISIONS_BASE_URL: https://api.githubcopilot.com/v1
          GH_AW_DECISIONS_API_KEY: ${{ github.token }}
          GH_AW_DECISIONS_PROVIDER: github-copilot
          GH_AW_EVALS_QUESTIONS: '[{"id":"discussion-created","question":"Did the agent create a discussion with research findings?"},{"id":"topic-addressed","question":"Does the agent output confirm that the requested research topic was addressed?"},{"id":"findings-substantive","question":"Does the agent output include more than one distinct finding or data point related to the research topic?"}]'
          GH_AW_EVALS_MODEL: "copilot/gpt-6-luna-decisions"
        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 { executeMain } = require(path.join(actionsDir, 'run_evals.cjs'));
            await executeMain();
      - name: Parse BinEval results
        if: always()
        continue-on-error: true
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        env:
          GH_AW_EVALS_QUESTIONS: '[{"id":"discussion-created","question":"Did the agent create a discussion with research findings?"},{"id":"topic-addressed","question":"Does the agent output confirm that the requested research topic was addressed?"},{"id":"findings-substantive","question":"Does the agent output include more than one distinct finding or data point related to the research topic?"}]'
          GH_AW_EVALS_MODEL: "copilot/gpt-6-luna-decisions"
          GH_AW_EVALS_PHASE: parse
          GH_AW_EVALS_EXECUTION_OUTCOME: ${{ steps.evals_decisions_execution.outcome }}
          GITHUB_RUN_ID: ${{ github.run_id }}
        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, 'run_evals.cjs'));
            await main();
      - name: Redact secrets in evals results
        id: redact_evals_results
        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_evals_results.cjs'));
            await main();
      - name: Render evals results to step summary
        if: always() && steps.redact_evals_results.outcome == 'success'
        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_evals_summary.cjs'));
            await main();
      - name: Parse evals token usage for step summary
        id: parse_evals_token_usage
        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 { summarizeUsageMain } = require(path.join(actionsDir, 'run_evals.cjs'));
            await summarizeUsageMain();
      - name: Upload evals results
        if: always() && steps.redact_evals_results.outcome == 'success'
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: evals
          path: |
            /tmp/gh-aw/evals.jsonl
            /tmp/gh-aw/evals_status.json
            /tmp/gh-aw/evals_token_usage.jsonl
            /tmp/gh-aw/evals/execution.json
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
      - name: Upload evals accounting after failure
        if: always() && steps.redact_evals_results.outcome != 'success'
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: evals
          path: |
            /tmp/gh-aw/evals_token_usage.jsonl
            /tmp/gh-aw/evals/execution.json
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
      - name: Restore actions folder
        if: always()
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions/setup
          sparse-checkout-cone-mode: true
          fetch-depth: 1
          clean: false
          persist-credentials: false

  push_evals_state:
    name: push_evals_state
    needs:
      - activation
      - evals
    if: always() && (!cancelled()) && needs.evals.result != 'skipped'
    runs-on: ubuntu-slim
    # Permissions for the push_evals_state job (workflow permissions default to none).
    permissions:
      contents: write
    env:
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          fetch-depth: 1
          clean: false
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/research.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.4.0"
          GH_AW_INFO_AWF_VERSION: "v0.29.6"
          GH_AW_INFO_ENGINE_ID: "pi"
          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
      - 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 evals artifact
        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        continue-on-error: true
        with:
          pattern: evals
          merge-multiple: true
          path: /tmp/gh-aw/evals-state
      - name: Push evals results to git
        id: push_evals_state
        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 }}
          GH_AW_STATE_DIR: /tmp/gh-aw/evals-state
          GH_AW_STATE_BRANCH: evals/research
          GH_AW_STATE_FILES: evals.jsonl
          GH_AW_STATE_LABEL: evals results
        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_evals_state.cjs'));
            await main();
      - name: Restore actions folder
        if: always()
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions/setup
          sparse-checkout-cone-mode: true
          fetch-depth: 1
          clean: false
          persist-credentials: false

  safe_outputs:
    name: safe_outputs
    needs:
      - activation
      - agent
      - detection
    if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success'
    runs-on: ubuntu-slim
    # Permissions for the safe_outputs job (workflow permissions default to none).
    permissions:
      discussions: write
      issues: write
    timeout-minutes: 15
    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 }}/research"
      GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
      GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
      GH_AW_ENGINE_ID: "pi"
      GH_AW_ENGINE_MODEL: "copilot/gpt-6-sol"
      GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
      GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
      GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
      GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
      GH_AW_PROJECT_UTC: "-08:00"
      GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
      GH_AW_RUN_DETECTION: ${{ needs.detection.outputs.run_detection }}
      GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
      GH_AW_WORKFLOW_EMOJI: "🔬"
      GH_AW_WORKFLOW_ID: "research"
      GH_AW_WORKFLOW_NAME: "Basic Research Agent"
      GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/research.md"
    outputs:
      code_push_failure_count: ${{ steps.process_safe_outputs.outputs.code_push_failure_count }}
      code_push_failure_errors: ${{ steps.process_safe_outputs.outputs.code_push_failure_errors }}
      create_discussion_error_count: ${{ steps.process_safe_outputs.outputs.create_discussion_error_count }}
      create_discussion_errors: ${{ steps.process_safe_outputs.outputs.create_discussion_errors }}
      process_safe_outputs_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 }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          fetch-depth: 1
          clean: false
          persist-credentials: false
      - name: Setup Scripts
        id: setup
        uses: ./actions/setup
        with:
          destination: ${{ runner.temp }}/gh-aw/actions
          job-name: ${{ github.job }}
          trace-id: ${{ needs.activation.outputs.setup-trace-id }}
          parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
        env:
          GH_AW_SETUP_WORKFLOW_NAME: "Basic Research Agent"
          GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/research.lock.yml@${{ github.ref }}
          GH_AW_INFO_VERSION: "1.4.0"
          GH_AW_INFO_AWF_VERSION: "v0.29.6"
          GH_AW_INFO_ENGINE_ID: "pi"
          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
      - name: Mask OTLP telemetry headers
        run: bash "${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@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
        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" >> "$GITHUB_OUTPUT"
          fi
      - name: Configure GH_HOST for enterprise compatibility
        id: ghes-host-config
        shell: bash
        run: | # zizmor: ignore[github-env] - GITHUB_SERVER_URL is set by GitHub Actions, not user input.
          # Derive GH_HOST from GITHUB_SERVER_URL so the gh CLI targets the correct
          # GitHub instance (GHES/GHEC). On github.com this is a harmless no-op.
          GH_HOST="${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_JOB_CHECK_RUN_ID: ${{ job.check_run_id }}
          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_MENTIONS_GITHUB_TOKEN: ${{ github.token }}
          GH_AW_ALLOWED_DOMAINS: "*.grafana.net,*.sentry.io,api.npms.io,archive.ubuntu.com,azure.archive.ubuntu.com,bun.sh,cdn.jsdelivr.net,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,deb.nodesource.com,deno.land,esm.sh,get.pnpm.io,googleapis.deno.dev,googlechromelabs.github.io,json-schema.org,json.schemastore.org,jsr.io,keyserver.ubuntu.com,mcp.tavily.com,nodejs.org,npm.pkg.github.com,npmjs.com,npmjs.org,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,registry.bower.io,registry.npmjs.com,registry.npmjs.org,registry.yarnpkg.com,repo.yarnpkg.com,s.symcb.com,s.symcd.com,security.ubuntu.com,skimdb.npmjs.com,storage.googleapis.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.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: "{\"create_discussion\":{\"category\":\"research\",\"expires\":24,\"fallback_to_issue\":true,\"max\":1},\"create_report_incomplete_issue\":{},\"noop\":{\"max\":2,\"report-as-issue\":\"false\"},\"report_incomplete\":{},\"report_missing_data\":{},\"report_missing_tool\":{}}"
          GH_AW_GITHUB_TOKEN_SOURCE: ${{ secrets.GH_AW_GITHUB_TOKEN != '' && 'pat' || 'github_actions' }}
        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, process.env.GH_AW_GITHUB_TOKEN_SOURCE);
            const { main } = require(path.join(actionsDir, 'process_safe_outputs.cjs'));
            await main();
      - name: Upload Safe Outputs Items
        if: always()
        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
        with:
          name: safe-outputs-items
          path: |
            /tmp/gh-aw/safe-output-items.jsonl
            /tmp/gh-aw/safe-output-outcomes.jsonl
            /tmp/gh-aw/temporary-id-map.json
            /tmp/gh-aw/safe-output-errors.json
          if-no-files-found: ignore
          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}