agent-persona-explorer.lock.yml

#
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#   / _ \                 | | (_)     
#  | |_| | __ _  ___ _ __ | |_ _  ___ 
#  |  _  |/ _` |/ _ \ '_ \| __| |/ __|
#  | | | | (_| |  __/ | | | |_| | (__ 
#  \_| |_/\__, |\___|_| |_|\__|_|\___|
#          __/ |
#  _    _ |___/ 
# | |  | |                / _| |
# | |  | | ___ _ __ _  __| |_| | _____      ____
# | |/\| |/ _ \ '__| |/ /|  _| |/ _ \ \ /\ / / ___|
# \  /\  / (_) | | | | ( | | | | (_) \ V  V /\__ \
#  \/  \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
#
# This file was automatically generated by gh-aw. DO NOT EDIT.
#
# To update this file, edit the corresponding .md file and run:
#   gh aw compile
# Not all edits will cause changes to this file.
#
# For more information: https://github.github.com/gh-aw/introduction/overview/
#
# Explores agentic-workflows custom agent behavior by generating software personas and analyzing responses to common automation tasks
#
# Resolved workflow manifest:
#   Imports:
#     - shared/reporting.md
#
# gh-aw-metadata: {"schema_version":"v2","frontmatter_hash":"df8ee8e4d6ff58de0774bef7fbf88c90b0aab97064e3fe92662c062977bfdb32","strict":true}

name: "Agent Persona Explorer"
"on":
  schedule:
  - cron: "51 0 * * *"
    # Friendly format: daily (scattered)
  workflow_dispatch:

permissions: {}

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

run-name: "Agent Persona Explorer"

jobs:
  activation:
    needs: pre_activation
    if: needs.pre_activation.outputs.activated == 'true'
    runs-on: ubuntu-slim
    permissions:
      contents: read
    outputs:
      comment_id: ""
      comment_repo: ""
      model: ${{ steps.generate_aw_info.outputs.model }}
      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        uses: ./actions/setup
        with:
          destination: /opt/gh-aw/actions
      - name: Generate agentic run info
        id: generate_aw_info
        env:
          GH_AW_INFO_ENGINE_ID: "copilot"
          GH_AW_INFO_ENGINE_NAME: "GitHub Copilot CLI"
          GH_AW_INFO_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }}
          GH_AW_INFO_VERSION: ""
          GH_AW_INFO_AGENT_VERSION: "latest"
          GH_AW_INFO_WORKFLOW_NAME: "Agent Persona Explorer"
          GH_AW_INFO_EXPERIMENTAL: "false"
          GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true"
          GH_AW_INFO_STAGED: "false"
          GH_AW_INFO_ALLOWED_DOMAINS: '["defaults"]'
          GH_AW_INFO_FIREWALL_ENABLED: "true"
          GH_AW_INFO_AWF_VERSION: "v0.24.2"
          GH_AW_INFO_AWMG_VERSION: ""
          GH_AW_INFO_FIREWALL_TYPE: "squid"
          GH_AW_COMPILED_STRICT: "true"
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: |
            const { main } = require('/opt/gh-aw/actions/generate_aw_info.cjs');
            await main(core, context);
      - name: Validate COPILOT_GITHUB_TOKEN secret
        id: validate-secret
        run: /opt/gh-aw/actions/validate_multi_secret.sh COPILOT_GITHUB_TOKEN 'GitHub Copilot CLI' https://github.github.com/gh-aw/reference/engines/#github-copilot-default
        env:
          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
      - name: Checkout .github and .agents folders
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false
          sparse-checkout: |
            .github
            .agents
          sparse-checkout-cone-mode: true
          fetch-depth: 1
      - name: Check workflow file timestamps
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_WORKFLOW_FILE: "agent-persona-explorer.lock.yml"
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/check_workflow_timestamp_api.cjs');
            await main();
      - name: Create prompt with built-in context
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
          GH_AW_GITHUB_ACTOR: ${{ github.actor }}
          GH_AW_GITHUB_EVENT_COMMENT_ID: ${{ github.event.comment.id }}
          GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: ${{ github.event.discussion.number }}
          GH_AW_GITHUB_EVENT_ISSUE_NUMBER: ${{ github.event.issue.number }}
          GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: ${{ github.event.pull_request.number }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
        run: |
          bash /opt/gh-aw/actions/create_prompt_first.sh
          {
          cat << 'GH_AW_PROMPT_EOF'
          <system>
          GH_AW_PROMPT_EOF
          cat "/opt/gh-aw/prompts/xpia.md"
          cat "/opt/gh-aw/prompts/temp_folder_prompt.md"
          cat "/opt/gh-aw/prompts/markdown.md"
          cat "/opt/gh-aw/prompts/agentic_workflows_guide.md"
          cat "/opt/gh-aw/prompts/cache_memory_prompt.md"
          cat "/opt/gh-aw/prompts/safe_outputs_prompt.md"
          cat << 'GH_AW_PROMPT_EOF'
          <safe-output-tools>
          Tools: create_discussion, missing_tool, missing_data, noop
          </safe-output-tools>
          <github-context>
          The following GitHub context information is available for this workflow:
          {{#if __GH_AW_GITHUB_ACTOR__ }}
          - **actor**: __GH_AW_GITHUB_ACTOR__
          {{/if}}
          {{#if __GH_AW_GITHUB_REPOSITORY__ }}
          - **repository**: __GH_AW_GITHUB_REPOSITORY__
          {{/if}}
          {{#if __GH_AW_GITHUB_WORKSPACE__ }}
          - **workspace**: __GH_AW_GITHUB_WORKSPACE__
          {{/if}}
          {{#if __GH_AW_GITHUB_EVENT_ISSUE_NUMBER__ }}
          - **issue-number**: #__GH_AW_GITHUB_EVENT_ISSUE_NUMBER__
          {{/if}}
          {{#if __GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__ }}
          - **discussion-number**: #__GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER__
          {{/if}}
          {{#if __GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__ }}
          - **pull-request-number**: #__GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER__
          {{/if}}
          {{#if __GH_AW_GITHUB_EVENT_COMMENT_ID__ }}
          - **comment-id**: __GH_AW_GITHUB_EVENT_COMMENT_ID__
          {{/if}}
          {{#if __GH_AW_GITHUB_RUN_ID__ }}
          - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__
          {{/if}}
          </github-context>
          
          GH_AW_PROMPT_EOF
          cat << 'GH_AW_PROMPT_EOF'
          </system>
          GH_AW_PROMPT_EOF
          cat << 'GH_AW_PROMPT_EOF'
          {{#runtime-import .github/workflows/shared/reporting.md}}
          GH_AW_PROMPT_EOF
          cat << 'GH_AW_PROMPT_EOF'
          {{#runtime-import .github/workflows/agent-persona-explorer.md}}
          GH_AW_PROMPT_EOF
          } > "$GH_AW_PROMPT"
      - name: Interpolate variables and render templates
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/interpolate_prompt.cjs');
            await main();
      - name: Substitute placeholders
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_ALLOWED_EXTENSIONS: ''
          GH_AW_CACHE_DESCRIPTION: ''
          GH_AW_CACHE_DIR: '/tmp/gh-aw/cache-memory/'
          GH_AW_GITHUB_ACTOR: ${{ github.actor }}
          GH_AW_GITHUB_EVENT_COMMENT_ID: ${{ github.event.comment.id }}
          GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: ${{ github.event.discussion.number }}
          GH_AW_GITHUB_EVENT_ISSUE_NUMBER: ${{ github.event.issue.number }}
          GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: ${{ github.event.pull_request.number }}
          GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
          GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
          GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
          GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: ${{ needs.pre_activation.outputs.activated }}
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            
            const substitutePlaceholders = require('/opt/gh-aw/actions/substitute_placeholders.cjs');
            
            // Call the substitution function
            return await substitutePlaceholders({
              file: process.env.GH_AW_PROMPT,
              substitutions: {
                GH_AW_ALLOWED_EXTENSIONS: process.env.GH_AW_ALLOWED_EXTENSIONS,
                GH_AW_CACHE_DESCRIPTION: process.env.GH_AW_CACHE_DESCRIPTION,
                GH_AW_CACHE_DIR: process.env.GH_AW_CACHE_DIR,
                GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR,
                GH_AW_GITHUB_EVENT_COMMENT_ID: process.env.GH_AW_GITHUB_EVENT_COMMENT_ID,
                GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER: process.env.GH_AW_GITHUB_EVENT_DISCUSSION_NUMBER,
                GH_AW_GITHUB_EVENT_ISSUE_NUMBER: process.env.GH_AW_GITHUB_EVENT_ISSUE_NUMBER,
                GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: process.env.GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER,
                GH_AW_GITHUB_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY,
                GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID,
                GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE,
                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED
              }
            });
      - name: Validate prompt placeholders
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
        run: bash /opt/gh-aw/actions/validate_prompt_placeholders.sh
      - name: Print prompt
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
        run: bash /opt/gh-aw/actions/print_prompt_summary.sh
      - name: Upload activation artifact
        if: success()
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        with:
          name: activation
          path: |
            /tmp/gh-aw/aw_info.json
            /tmp/gh-aw/aw-prompts/prompt.txt
          retention-days: 1

  agent:
    needs: activation
    runs-on: ubuntu-latest
    permissions:
      actions: read
      contents: read
      discussions: read
      issues: read
      pull-requests: read
    concurrency:
      group: "gh-aw-copilot-${{ github.workflow }}"
    env:
      DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
      GH_AW_ASSETS_ALLOWED_EXTS: ""
      GH_AW_ASSETS_BRANCH: ""
      GH_AW_ASSETS_MAX_SIZE_KB: 0
      GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
      GH_AW_SAFE_OUTPUTS: /opt/gh-aw/safeoutputs/outputs.jsonl
      GH_AW_SAFE_OUTPUTS_CONFIG_PATH: /opt/gh-aw/safeoutputs/config.json
      GH_AW_SAFE_OUTPUTS_TOOLS_PATH: /opt/gh-aw/safeoutputs/tools.json
      GH_AW_WORKFLOW_ID_SANITIZED: agentpersonaexplorer
    outputs:
      checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }}
      detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }}
      detection_success: ${{ steps.detection_conclusion.outputs.success }}
      has_patch: ${{ steps.collect_output.outputs.has_patch }}
      inference_access_error: ${{ steps.detect-inference-error.outputs.inference_access_error || 'false' }}
      model: ${{ needs.activation.outputs.model }}
      output: ${{ steps.collect_output.outputs.output }}
      output_types: ${{ steps.collect_output.outputs.output_types }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        uses: ./actions/setup
        with:
          destination: /opt/gh-aw/actions
      - name: Checkout repository
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false
      - name: Setup Go for CLI build
        uses: actions/setup-go@4b73464bb391d4059bd26b0524d20df3927bd417 # v6.3.0
        with:
          go-version-file: go.mod
          cache: true
      - name: Build gh-aw CLI
        run: |
          echo "Building gh-aw CLI for linux/amd64..."
          mkdir -p dist
          VERSION=$(git describe --tags --always --dirty)
          CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build \
            -ldflags "-s -w -X main.version=${VERSION}" \
            -o dist/gh-aw-linux-amd64 \
            ./cmd/gh-aw
          # Copy binary to root for direct execution in user-defined steps
          cp dist/gh-aw-linux-amd64 ./gh-aw
          chmod +x ./gh-aw
          echo "✓ Built gh-aw CLI successfully"
      - name: Setup Docker Buildx
        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
      - name: Build gh-aw Docker image
        uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
        with:
          context: .
          platforms: linux/amd64
          push: false
          load: true
          tags: localhost/gh-aw:dev
          build-args: |
            BINARY=dist/gh-aw-linux-amd64
      - name: Create gh-aw temp directory
        run: bash /opt/gh-aw/actions/create_gh_aw_tmp_dir.sh
      # Cache memory file share configuration from frontmatter processed below
      - name: Create cache-memory directory
        run: bash /opt/gh-aw/actions/create_cache_memory_dir.sh
      - name: Restore cache-memory file share data
        uses: actions/cache/restore@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3
        with:
          key: memory-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-${{ github.run_id }}
          path: /tmp/gh-aw/cache-memory
          restore-keys: |
            memory-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-
      - name: Configure Git credentials
        env:
          REPO_NAME: ${{ github.repository }}
          SERVER_URL: ${{ github.server_url }}
        run: |
          git config --global user.email "github-actions[bot]@users.noreply.github.com"
          git config --global user.name "github-actions[bot]"
          git config --global am.keepcr true
          # Re-authenticate git with GitHub token
          SERVER_URL_STRIPPED="${SERVER_URL#https://}"
          git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
          echo "Git configured with standard GitHub Actions identity"
      - name: Checkout PR branch
        id: checkout-pr
        if: |
          (github.event.pull_request) || (github.event.issue.pull_request)
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/checkout_pr_branch.cjs');
            await main();
      - name: Install GitHub Copilot CLI
        run: /opt/gh-aw/actions/install_copilot_cli.sh latest
        env:
          GH_HOST: github.com
      - name: Install AWF binary
        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.24.2
      - name: Determine automatic lockdown mode for GitHub MCP Server
        id: determine-automatic-lockdown
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
          GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
        with:
          script: |
            const determineAutomaticLockdown = require('/opt/gh-aw/actions/determine_automatic_lockdown.cjs');
            await determineAutomaticLockdown(github, context, core);
      - name: Download container images
        run: bash /opt/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.24.2 ghcr.io/github/gh-aw-firewall/api-proxy:0.24.2 ghcr.io/github/gh-aw-firewall/squid:0.24.2 ghcr.io/github/gh-aw-mcpg:v0.1.15 ghcr.io/github/github-mcp-server:v0.32.0 node:lts-alpine
      - name: Install gh-aw extension
        env:
          GH_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
        run: |
          # Check if gh-aw extension is already installed
          if gh extension list | grep -q "github/gh-aw"; then
            echo "gh-aw extension already installed, upgrading..."
            gh extension upgrade gh-aw || true
          else
            echo "Installing gh-aw extension..."
            gh extension install github/gh-aw
          fi
          gh aw --version
          # Copy the gh-aw binary to /opt/gh-aw for MCP server containerization
          mkdir -p /opt/gh-aw
          GH_AW_BIN=$(which gh-aw 2>/dev/null || find ~/.local/share/gh/extensions/gh-aw -name 'gh-aw' -type f 2>/dev/null | head -1)
          if [ -n "$GH_AW_BIN" ] && [ -f "$GH_AW_BIN" ]; then
            cp "$GH_AW_BIN" /opt/gh-aw/gh-aw
            chmod +x /opt/gh-aw/gh-aw
            echo "Copied gh-aw binary to /opt/gh-aw/gh-aw"
          else
            echo "::error::Failed to find gh-aw binary for MCP server"
            exit 1
          fi
      - name: Write Safe Outputs Config
        run: |
          mkdir -p /opt/gh-aw/safeoutputs
          mkdir -p /tmp/gh-aw/safeoutputs
          mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
          cat > /opt/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_EOF'
          {"create_discussion":{"max":1},"missing_data":{},"missing_tool":{},"noop":{"max":1}}
          GH_AW_SAFE_OUTPUTS_CONFIG_EOF
      - name: Write Safe Outputs Tools
        run: |
          cat > /opt/gh-aw/safeoutputs/tools.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_EOF'
          [
            {
              "description": "Create a GitHub discussion for announcements, Q\u0026A, reports, status updates, or community conversations. Use this for content that benefits from threaded replies, doesn't require task tracking, or serves as documentation. For actionable work items that need assignment and status tracking, use create_issue instead. CONSTRAINTS: Maximum 1 discussion(s) can be created. Discussions will be created in category \"agent-research\".",
              "inputSchema": {
                "additionalProperties": false,
                "properties": {
                  "body": {
                    "description": "Discussion content in Markdown. Do NOT repeat the title as a heading since it already appears as the discussion's h1. Include all relevant context, findings, or questions.",
                    "type": "string"
                  },
                  "category": {
                    "description": "Discussion category by name (e.g., 'General'), slug (e.g., 'general'), or ID. If omitted, uses the first available category. Category must exist in the repository.",
                    "type": "string"
                  },
                  "integrity": {
                    "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").",
                    "type": "string"
                  },
                  "secrecy": {
                    "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").",
                    "type": "string"
                  },
                  "title": {
                    "description": "Concise discussion title summarizing the topic. The title appears as the main heading, so keep it brief and descriptive.",
                    "type": "string"
                  }
                },
                "required": [
                  "title",
                  "body"
                ],
                "type": "object"
              },
              "name": "create_discussion"
            },
            {
              "description": "Report that a tool or capability needed to complete the task is not available, or share any information you deem important about missing functionality or limitations. Use this when you cannot accomplish what was requested because the required functionality is missing or access is restricted.",
              "inputSchema": {
                "additionalProperties": false,
                "properties": {
                  "alternatives": {
                    "description": "Any workarounds, manual steps, or alternative approaches the user could take (max 256 characters).",
                    "type": "string"
                  },
                  "integrity": {
                    "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").",
                    "type": "string"
                  },
                  "reason": {
                    "description": "Explanation of why this tool is needed or what information you want to share about the limitation (max 256 characters).",
                    "type": "string"
                  },
                  "secrecy": {
                    "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").",
                    "type": "string"
                  },
                  "tool": {
                    "description": "Optional: Name or description of the missing tool or capability (max 128 characters). Be specific about what functionality is needed.",
                    "type": "string"
                  }
                },
                "required": [
                  "reason"
                ],
                "type": "object"
              },
              "name": "missing_tool"
            },
            {
              "description": "Log a transparency message when no significant actions are needed. Use this to confirm workflow completion and provide visibility when analysis is complete but no changes or outputs are required (e.g., 'No issues found', 'All checks passed'). This ensures the workflow produces human-visible output even when no other actions are taken.",
              "inputSchema": {
                "additionalProperties": false,
                "properties": {
                  "integrity": {
                    "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").",
                    "type": "string"
                  },
                  "message": {
                    "description": "Status or completion message to log. Should explain what was analyzed and the outcome (e.g., 'Code review complete - no issues found', 'Analysis complete - all tests passing').",
                    "type": "string"
                  },
                  "secrecy": {
                    "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").",
                    "type": "string"
                  }
                },
                "required": [
                  "message"
                ],
                "type": "object"
              },
              "name": "noop"
            },
            {
              "description": "Report that data or information needed to complete the task is not available. Use this when you cannot accomplish what was requested because required data, context, or information is missing.",
              "inputSchema": {
                "additionalProperties": false,
                "properties": {
                  "alternatives": {
                    "description": "Any workarounds, manual steps, or alternative approaches the user could take (max 256 characters).",
                    "type": "string"
                  },
                  "context": {
                    "description": "Additional context about the missing data or where it should come from (max 256 characters).",
                    "type": "string"
                  },
                  "data_type": {
                    "description": "Type or description of the missing data or information (max 128 characters). Be specific about what data is needed.",
                    "type": "string"
                  },
                  "integrity": {
                    "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").",
                    "type": "string"
                  },
                  "reason": {
                    "description": "Explanation of why this data is needed to complete the task (max 256 characters).",
                    "type": "string"
                  },
                  "secrecy": {
                    "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "missing_data"
            }
          ]
          GH_AW_SAFE_OUTPUTS_TOOLS_EOF
          cat > /opt/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_EOF'
          {
            "create_discussion": {
              "defaultMax": 1,
              "fields": {
                "body": {
                  "required": true,
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 65000
                },
                "category": {
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 128
                },
                "repo": {
                  "type": "string",
                  "maxLength": 256
                },
                "title": {
                  "required": true,
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 128
                }
              }
            },
            "missing_data": {
              "defaultMax": 20,
              "fields": {
                "alternatives": {
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 256
                },
                "context": {
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 256
                },
                "data_type": {
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 128
                },
                "reason": {
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 256
                }
              }
            },
            "missing_tool": {
              "defaultMax": 20,
              "fields": {
                "alternatives": {
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 512
                },
                "reason": {
                  "required": true,
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 256
                },
                "tool": {
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 128
                }
              }
            },
            "noop": {
              "defaultMax": 1,
              "fields": {
                "message": {
                  "required": true,
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 65000
                }
              }
            }
          }
          GH_AW_SAFE_OUTPUTS_VALIDATION_EOF
      - name: Generate Safe Outputs MCP Server Config
        id: safe-outputs-config
        run: |
          # Generate a secure random API key (360 bits of entropy, 40+ chars)
          # Mask immediately to prevent timing vulnerabilities
          API_KEY=$(openssl rand -base64 45 | tr -d '/+=')
          echo "::add-mask::${API_KEY}"
          
          PORT=3001
          
          # Set outputs for next steps
          {
            echo "safe_outputs_api_key=${API_KEY}"
            echo "safe_outputs_port=${PORT}"
          } >> "$GITHUB_OUTPUT"
          
          echo "Safe Outputs MCP server will run on port ${PORT}"
          
      - name: Start Safe Outputs MCP HTTP Server
        id: safe-outputs-start
        env:
          DEBUG: '*'
          GH_AW_SAFE_OUTPUTS_PORT: ${{ steps.safe-outputs-config.outputs.safe_outputs_port }}
          GH_AW_SAFE_OUTPUTS_API_KEY: ${{ steps.safe-outputs-config.outputs.safe_outputs_api_key }}
          GH_AW_SAFE_OUTPUTS_TOOLS_PATH: /opt/gh-aw/safeoutputs/tools.json
          GH_AW_SAFE_OUTPUTS_CONFIG_PATH: /opt/gh-aw/safeoutputs/config.json
          GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
        run: |
          # Environment variables are set above to prevent template injection
          export DEBUG
          export GH_AW_SAFE_OUTPUTS_PORT
          export GH_AW_SAFE_OUTPUTS_API_KEY
          export GH_AW_SAFE_OUTPUTS_TOOLS_PATH
          export GH_AW_SAFE_OUTPUTS_CONFIG_PATH
          export GH_AW_MCP_LOG_DIR
          
          bash /opt/gh-aw/actions/start_safe_outputs_server.sh
          
      - name: Start MCP Gateway
        id: start-mcp-gateway
        env:
          GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
          GH_AW_SAFE_OUTPUTS_API_KEY: ${{ steps.safe-outputs-start.outputs.api_key }}
          GH_AW_SAFE_OUTPUTS_PORT: ${{ steps.safe-outputs-start.outputs.port }}
          GITHUB_MCP_LOCKDOWN: ${{ steps.determine-automatic-lockdown.outputs.lockdown == 'true' && '1' || '0' }}
          GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
        run: |
          set -eo pipefail
          mkdir -p /tmp/gh-aw/mcp-config
          
          # Export gateway environment variables for MCP config and gateway script
          export MCP_GATEWAY_PORT="80"
          export MCP_GATEWAY_DOMAIN="host.docker.internal"
          MCP_GATEWAY_API_KEY=$(openssl rand -base64 45 | tr -d '/+=')
          echo "::add-mask::${MCP_GATEWAY_API_KEY}"
          export MCP_GATEWAY_API_KEY
          export MCP_GATEWAY_PAYLOAD_DIR="/tmp/gh-aw/mcp-payloads"
          mkdir -p "${MCP_GATEWAY_PAYLOAD_DIR}"
          export MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD="524288"
          export DEBUG="*"
          
          export GH_AW_ENGINE="copilot"
          export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host -v /var/run/docker.sock:/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_LOCKDOWN -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.1.15'
          
          mkdir -p /home/runner/.copilot
          cat << GH_AW_MCP_CONFIG_EOF | bash /opt/gh-aw/actions/start_mcp_gateway.sh
          {
            "mcpServers": {
              "agenticworkflows": {
                "type": "stdio",
                "container": "localhost/gh-aw:dev",
                "mounts": ["\${GITHUB_WORKSPACE}:\${GITHUB_WORKSPACE}:rw", "/tmp/gh-aw:/tmp/gh-aw:rw"],
                "args": ["--network", "host", "-w", "\${GITHUB_WORKSPACE}"],
                "env": {
                  "DEBUG": "*",
                  "GITHUB_TOKEN": "\${GITHUB_TOKEN}",
                  "GITHUB_ACTOR": "\${GITHUB_ACTOR}",
                  "GITHUB_REPOSITORY": "\${GITHUB_REPOSITORY}"
                }
              },
              "github": {
                "type": "stdio",
                "container": "ghcr.io/github/github-mcp-server:v0.32.0",
                "env": {
                  "GITHUB_HOST": "\${GITHUB_SERVER_URL}",
                  "GITHUB_LOCKDOWN_MODE": "$GITHUB_MCP_LOCKDOWN",
                  "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}",
                  "GITHUB_READ_ONLY": "1",
                  "GITHUB_TOOLSETS": "context,repos,issues,pull_requests"
                }
              },
              "safeoutputs": {
                "type": "http",
                "url": "http://host.docker.internal:$GH_AW_SAFE_OUTPUTS_PORT",
                "headers": {
                  "Authorization": "\${GH_AW_SAFE_OUTPUTS_API_KEY}"
                }
              }
            },
            "gateway": {
              "port": $MCP_GATEWAY_PORT,
              "domain": "${MCP_GATEWAY_DOMAIN}",
              "apiKey": "${MCP_GATEWAY_API_KEY}",
              "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}"
            }
          }
          GH_AW_MCP_CONFIG_EOF
      - name: Download activation artifact
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: activation
          path: /tmp/gh-aw
      - name: Clean git credentials
        run: bash /opt/gh-aw/actions/clean_git_credentials.sh
      - name: Execute GitHub Copilot CLI
        id: agentic_execution
        # Copilot CLI tool arguments (sorted):
        timeout-minutes: 180
        run: |
          set -o pipefail
          touch /tmp/gh-aw/agent-step-summary.md
          # shellcheck disable=SC1003
          sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.24.2 --skip-pull --enable-api-proxy \
            -- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --add-dir /tmp/gh-aw/cache-memory/ --allow-all-paths --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
        env:
          COPILOT_AGENT_RUNNER_TYPE: STANDALONE
          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          COPILOT_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }}
          GH_AW_MCP_CONFIG: /home/runner/.copilot/mcp-config.json
          GH_AW_PHASE: agent
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
          GH_AW_VERSION: dev
          GITHUB_API_URL: ${{ github.api_url }}
          GITHUB_AW: true
          GITHUB_HEAD_REF: ${{ github.head_ref }}
          GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          GITHUB_REF_NAME: ${{ github.ref_name }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md
          GITHUB_WORKSPACE: ${{ github.workspace }}
          GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_AUTHOR_NAME: github-actions[bot]
          GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_COMMITTER_NAME: github-actions[bot]
          XDG_CONFIG_HOME: /home/runner
      - name: Detect inference access error
        id: detect-inference-error
        if: always()
        continue-on-error: true
        run: bash /opt/gh-aw/actions/detect_inference_access_error.sh
      - name: Configure Git credentials
        env:
          REPO_NAME: ${{ github.repository }}
          SERVER_URL: ${{ github.server_url }}
        run: |
          git config --global user.email "github-actions[bot]@users.noreply.github.com"
          git config --global user.name "github-actions[bot]"
          git config --global am.keepcr true
          # Re-authenticate git with GitHub token
          SERVER_URL_STRIPPED="${SERVER_URL#https://}"
          git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
          echo "Git configured with standard GitHub Actions identity"
      - name: Copy Copilot session state files to logs
        if: always()
        continue-on-error: true
        run: |
          # Copy Copilot session state files to logs folder for artifact collection
          # This ensures they are in /tmp/gh-aw/ where secret redaction can scan them
          SESSION_STATE_DIR="$HOME/.copilot/session-state"
          LOGS_DIR="/tmp/gh-aw/sandbox/agent/logs"
          
          if [ -d "$SESSION_STATE_DIR" ]; then
            echo "Copying Copilot session state files from $SESSION_STATE_DIR to $LOGS_DIR"
            mkdir -p "$LOGS_DIR"
            cp -v "$SESSION_STATE_DIR"/*.jsonl "$LOGS_DIR/" 2>/dev/null || true
            echo "Session state files copied successfully"
          else
            echo "No session-state directory found at $SESSION_STATE_DIR"
          fi
      - name: Stop MCP Gateway
        if: always()
        continue-on-error: true
        env:
          MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
          MCP_GATEWAY_API_KEY: ${{ steps.start-mcp-gateway.outputs.gateway-api-key }}
          GATEWAY_PID: ${{ steps.start-mcp-gateway.outputs.gateway-pid }}
        run: |
          bash /opt/gh-aw/actions/stop_mcp_gateway.sh "$GATEWAY_PID"
      - name: Redact secrets in logs
        if: always()
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/redact_secrets.cjs');
            await main();
        env:
          GH_AW_SECRET_NAMES: 'COPILOT_GITHUB_TOKEN,GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN'
          SECRET_COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          SECRET_GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
          SECRET_GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
          SECRET_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
      - name: Append agent step summary
        if: always()
        run: bash /opt/gh-aw/actions/append_agent_step_summary.sh
      - name: Copy Safe Outputs
        if: always()
        run: |
          mkdir -p /tmp/gh-aw
          cp "$GH_AW_SAFE_OUTPUTS" /tmp/gh-aw/safeoutputs.jsonl 2>/dev/null || true
      - name: Ingest agent output
        id: collect_output
        if: always()
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
          GH_AW_ALLOWED_DOMAINS: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com"
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_API_URL: ${{ github.api_url }}
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/collect_ndjson_output.cjs');
            await main();
      - name: Parse agent logs for step summary
        if: always()
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: /tmp/gh-aw/sandbox/agent/logs/
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/parse_copilot_log.cjs');
            await main();
      - name: Parse MCP Gateway logs for step summary
        if: always()
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/parse_mcp_gateway_log.cjs');
            await main();
      - name: Print firewall logs
        if: always()
        continue-on-error: true
        env:
          AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
        run: |
          # Fix permissions on firewall logs so they can be uploaded as artifacts
          # AWF runs with sudo, creating files owned by root
          sudo chmod -R a+r /tmp/gh-aw/sandbox/firewall/logs 2>/dev/null || true
          # Only run awf logs summary if awf command exists (it may not be installed if workflow failed before install step)
          if command -v awf &> /dev/null; then
            awf logs summary | tee -a "$GITHUB_STEP_SUMMARY"
          else
            echo 'AWF binary not installed, skipping firewall log summary'
          fi
      - name: Upload cache-memory data as artifact
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        if: always()
        with:
          name: cache-memory
          path: /tmp/gh-aw/cache-memory
      - name: Upload agent artifacts
        if: always()
        continue-on-error: true
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        with:
          name: agent
          path: |
            /tmp/gh-aw/aw-prompts/prompt.txt
            /tmp/gh-aw/sandbox/agent/logs/
            /tmp/gh-aw/redacted-urls.log
            /tmp/gh-aw/mcp-logs/
            /tmp/gh-aw/sandbox/firewall/logs/
            /tmp/gh-aw/agent-stdio.log
            /tmp/gh-aw/agent/
            /tmp/gh-aw/safeoutputs.jsonl
            /tmp/gh-aw/agent_output.json
          if-no-files-found: ignore
      # --- Threat Detection (inline) ---
      - name: Check if detection needed
        id: detection_guard
        if: always()
        env:
          OUTPUT_TYPES: ${{ steps.collect_output.outputs.output_types }}
          HAS_PATCH: ${{ steps.collect_output.outputs.has_patch }}
        run: |
          if [[ -n "$OUTPUT_TYPES" || "$HAS_PATCH" == "true" ]]; then
            echo "run_detection=true" >> "$GITHUB_OUTPUT"
            echo "Detection will run: output_types=$OUTPUT_TYPES, has_patch=$HAS_PATCH"
          else
            echo "run_detection=false" >> "$GITHUB_OUTPUT"
            echo "Detection skipped: no agent outputs or patches to analyze"
          fi
      - name: Clear MCP configuration for detection
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        run: |
          rm -f /tmp/gh-aw/mcp-config/mcp-servers.json
          rm -f /home/runner/.copilot/mcp-config.json
          rm -f "$GITHUB_WORKSPACE/.gemini/settings.json"
      - name: Prepare threat detection files
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        run: |
          mkdir -p /tmp/gh-aw/threat-detection/aw-prompts
          cp /tmp/gh-aw/aw-prompts/prompt.txt /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt 2>/dev/null || true
          cp /tmp/gh-aw/agent_output.json /tmp/gh-aw/threat-detection/agent_output.json 2>/dev/null || true
          for f in /tmp/gh-aw/aw-*.patch; do
            [ -f "$f" ] && cp "$f" /tmp/gh-aw/threat-detection/ 2>/dev/null || true
          done
          echo "Prepared threat detection files:"
          ls -la /tmp/gh-aw/threat-detection/ 2>/dev/null || true
      - name: Setup threat detection
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          WORKFLOW_NAME: "Agent Persona Explorer"
          WORKFLOW_DESCRIPTION: "Explores agentic-workflows custom agent behavior by generating software personas and analyzing responses to common automation tasks"
          HAS_PATCH: ${{ steps.collect_output.outputs.has_patch }}
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/setup_threat_detection.cjs');
            await main();
      - name: Ensure threat-detection directory and log
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        run: |
          mkdir -p /tmp/gh-aw/threat-detection
          touch /tmp/gh-aw/threat-detection/detection.log
      - name: Execute GitHub Copilot CLI
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        id: detection_agentic_execution
        # Copilot CLI tool arguments (sorted):
        # --allow-tool shell(cat)
        # --allow-tool shell(grep)
        # --allow-tool shell(head)
        # --allow-tool shell(jq)
        # --allow-tool shell(ls)
        # --allow-tool shell(tail)
        # --allow-tool shell(wc)
        timeout-minutes: 20
        run: |
          set -o pipefail
          touch /tmp/gh-aw/agent-step-summary.md
          # shellcheck disable=SC1003
          sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,github.com,host.docker.internal,raw.githubusercontent.com,registry.npmjs.org,telemetry.enterprise.githubcopilot.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.24.2 --skip-pull --enable-api-proxy \
            -- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-tool '\''shell(cat)'\'' --allow-tool '\''shell(grep)'\'' --allow-tool '\''shell(head)'\'' --allow-tool '\''shell(jq)'\'' --allow-tool '\''shell(ls)'\'' --allow-tool '\''shell(tail)'\'' --allow-tool '\''shell(wc)'\'' --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
        env:
          COPILOT_AGENT_RUNNER_TYPE: STANDALONE
          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          COPILOT_MODEL: ${{ vars.GH_AW_MODEL_DETECTION_COPILOT || '' }}
          GH_AW_PHASE: detection
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_VERSION: dev
          GITHUB_API_URL: ${{ github.api_url }}
          GITHUB_AW: true
          GITHUB_HEAD_REF: ${{ github.head_ref }}
          GITHUB_REF_NAME: ${{ github.ref_name }}
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md
          GITHUB_WORKSPACE: ${{ github.workspace }}
          GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_AUTHOR_NAME: github-actions[bot]
          GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com
          GIT_COMMITTER_NAME: github-actions[bot]
          XDG_CONFIG_HOME: /home/runner
      - name: Parse threat detection results
        id: parse_detection_results
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/parse_threat_detection_results.cjs');
            await main();
      - name: Upload threat detection log
        if: always() && steps.detection_guard.outputs.run_detection == 'true'
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        with:
          name: detection
          path: /tmp/gh-aw/threat-detection/detection.log
          if-no-files-found: ignore
      - name: Set detection conclusion
        id: detection_conclusion
        if: always()
        env:
          RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
          DETECTION_SUCCESS: ${{ steps.parse_detection_results.outputs.success }}
        run: |
          if [[ "$RUN_DETECTION" != "true" ]]; then
            echo "conclusion=skipped" >> "$GITHUB_OUTPUT"
            echo "success=true" >> "$GITHUB_OUTPUT"
            echo "Detection was not needed, marking as skipped"
          elif [[ "$DETECTION_SUCCESS" == "true" ]]; then
            echo "conclusion=success" >> "$GITHUB_OUTPUT"
            echo "success=true" >> "$GITHUB_OUTPUT"
            echo "Detection passed successfully"
          else
            echo "conclusion=failure" >> "$GITHUB_OUTPUT"
            echo "success=false" >> "$GITHUB_OUTPUT"
            echo "Detection found issues"
          fi

  conclusion:
    needs:
      - activation
      - agent
      - safe_outputs
      - update_cache_memory
    if: (always()) && (needs.agent.result != 'skipped')
    runs-on: ubuntu-slim
    permissions:
      contents: read
      discussions: write
      issues: write
    concurrency:
      group: "gh-aw-conclusion-agent-persona-explorer"
      cancel-in-progress: false
    outputs:
      noop_message: ${{ steps.noop.outputs.noop_message }}
      tools_reported: ${{ steps.missing_tool.outputs.tools_reported }}
      total_count: ${{ steps.missing_tool.outputs.total_count }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        uses: ./actions/setup
        with:
          destination: /opt/gh-aw/actions
      - name: Download agent output artifact
        id: download-agent-output
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent
          path: /tmp/gh-aw/
      - name: Setup agent output environment variable
        if: steps.download-agent-output.outcome == 'success'
        run: |
          mkdir -p /tmp/gh-aw/
          find "/tmp/gh-aw/" -type f -print
          echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_ENV"
      - name: Process No-Op Messages
        id: noop
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
          GH_AW_NOOP_MAX: "1"
          GH_AW_WORKFLOW_NAME: "Agent Persona Explorer"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/noop.cjs');
            await main();
      - name: Record Missing Tool
        id: missing_tool
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "Agent Persona Explorer"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/missing_tool.cjs');
            await main();
      - name: Handle Agent Failure
        id: handle_agent_failure
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "Agent Persona Explorer"
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
          GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
          GH_AW_WORKFLOW_ID: "agent-persona-explorer"
          GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.activation.outputs.secret_verification_result }}
          GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }}
          GH_AW_INFERENCE_ACCESS_ERROR: ${{ needs.agent.outputs.inference_access_error }}
          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_GROUP_REPORTS: "false"
          GH_AW_FAILURE_REPORT_AS_ISSUE: "true"
          GH_AW_TIMEOUT_MINUTES: "180"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/handle_agent_failure.cjs');
            await main();
      - name: Handle No-Op Message
        id: handle_noop_message
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "Agent Persona Explorer"
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
          GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
          GH_AW_NOOP_MESSAGE: ${{ steps.noop.outputs.noop_message }}
          GH_AW_NOOP_REPORT_AS_ISSUE: "true"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/handle_noop_message.cjs');
            await main();

  pre_activation:
    runs-on: ubuntu-slim
    permissions:
      contents: read
    outputs:
      activated: ${{ steps.check_membership.outputs.is_team_member == 'true' }}
      matched_command: ''
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        uses: ./actions/setup
        with:
          destination: /opt/gh-aw/actions
      - name: Check team membership for workflow
        id: check_membership
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_REQUIRED_ROLES: admin,maintainer,write
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/check_membership.cjs');
            await main();

  safe_outputs:
    needs: agent
    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.agent.outputs.detection_success == 'true')
    runs-on: ubuntu-slim
    permissions:
      contents: read
      discussions: write
      issues: write
    timeout-minutes: 15
    env:
      GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/agent-persona-explorer"
      GH_AW_ENGINE_ID: "copilot"
      GH_AW_WORKFLOW_ID: "agent-persona-explorer"
      GH_AW_WORKFLOW_NAME: "Agent Persona Explorer"
    outputs:
      code_push_failure_count: ${{ steps.process_safe_outputs.outputs.code_push_failure_count }}
      code_push_failure_errors: ${{ steps.process_safe_outputs.outputs.code_push_failure_errors }}
      create_discussion_error_count: ${{ steps.process_safe_outputs.outputs.create_discussion_error_count }}
      create_discussion_errors: ${{ steps.process_safe_outputs.outputs.create_discussion_errors }}
      process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
      process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        uses: ./actions/setup
        with:
          destination: /opt/gh-aw/actions
      - name: Download agent output artifact
        id: download-agent-output
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent
          path: /tmp/gh-aw/
      - name: Setup agent output environment variable
        if: steps.download-agent-output.outcome == 'success'
        run: |
          mkdir -p /tmp/gh-aw/
          find "/tmp/gh-aw/" -type f -print
          echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_ENV"
      - name: Process Safe Outputs
        id: process_safe_outputs
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
          GH_AW_ALLOWED_DOMAINS: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com"
          GITHUB_SERVER_URL: ${{ github.server_url }}
          GITHUB_API_URL: ${{ github.api_url }}
          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_discussion\":{\"category\":\"agent-research\",\"close_older_discussions\":true,\"fallback_to_issue\":true,\"max\":1},\"missing_data\":{},\"missing_tool\":{}}"
        with:
          github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/safe_output_handler_manager.cjs');
            await main();
      - name: Upload Safe Output Items Manifest
        if: always()
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        with:
          name: safe-output-items
          path: /tmp/safe-output-items.jsonl
          if-no-files-found: warn

  update_cache_memory:
    needs: agent
    if: always() && needs.agent.outputs.detection_success == 'true'
    runs-on: ubuntu-latest
    permissions:
      contents: read
    env:
      GH_AW_WORKFLOW_ID_SANITIZED: agentpersonaexplorer
    steps:
      - name: Checkout actions folder
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          repository: github/gh-aw
          sparse-checkout: |
            actions
          persist-credentials: false
      - name: Setup Scripts
        uses: ./actions/setup
        with:
          destination: /opt/gh-aw/actions
      - name: Download cache-memory artifact (default)
        id: download_cache_default
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        continue-on-error: true
        with:
          name: cache-memory
          path: /tmp/gh-aw/cache-memory
      - name: Check if cache-memory folder has content (default)
        id: check_cache_default
        shell: bash
        run: |
          if [ -d "/tmp/gh-aw/cache-memory" ] && [ "$(ls -A /tmp/gh-aw/cache-memory 2>/dev/null)" ]; then
            echo "has_content=true" >> "$GITHUB_OUTPUT"
          else
            echo "has_content=false" >> "$GITHUB_OUTPUT"
          fi
      - name: Save cache-memory to cache (default)
        if: steps.check_cache_default.outputs.has_content == 'true'
        uses: actions/cache/save@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3
        with:
          key: memory-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-${{ github.run_id }}
          path: /tmp/gh-aw/cache-memory