#
#    ___                   _   _      
#   / _ \                 | | (_)     
#  | |_| | __ _  ___ _ __ | |_ _  ___ 
#  |  _  |/ _` |/ _ \ '_ \| __| |/ __|
#  | | | | (_| |  __/ | | | |_| | (__ 
#  \_| |_/\__, |\___|_| |_|\__|_|\___|
#          __/ |
#  _    _ |___/ 
# | |  | |                / _| |
# | |  | | ___ _ __ _  __| |_| | _____      ____
# | |/\| |/ _ \ '__| |/ /|  _| |/ _ \ \ /\ / / ___|
# \  /\  / (_) | | | | ( | | | | (_) \ V  V /\__ \
#  \/  \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
#
# This file was automatically generated by gh-aw (v0.43.22). 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/
#
# Pick an out-of-sync Python library from the todo list and upgrade it
# by running `scripts/update_lib quick`, then open a pull request.
#
# frontmatter-hash: 3129480d6628afe028911bb8b31b6bb3b5eb251e395f00ed0677922cd21727cb

name: "Upgrade Python Library"
"on":
  workflow_dispatch:
    inputs:
      name:
        description: Module name to upgrade (leave empty to auto-pick)
        required: false
        type: string

permissions: {}

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

run-name: "Upgrade Python Library"

env:
  ISSUE_ID: "6839"
  PYTHON_VERSION: v3.14.3

# Cache configuration from frontmatter was processed and added to the main job steps

jobs:
  activation:
    runs-on: ubuntu-slim
    permissions:
      contents: read
    outputs:
      comment_id: ""
      comment_repo: ""
    steps:
      - name: Setup Scripts
        uses: github/gh-aw/actions/setup@08a903b1fb2e493a84a57577778fe5dd711f9468 # v0.58.3
        with:
          destination: /opt/gh-aw/actions
      - name: Check workflow file timestamps
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_WORKFLOW_FILE: "upgrade-pylib.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();

  agent:
    needs: activation
    runs-on: ubuntu-latest
    permissions:
      contents: 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
    outputs:
      checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }}
      has_patch: ${{ steps.collect_output.outputs.has_patch }}
      model: ${{ steps.generate_aw_info.outputs.model }}
      output: ${{ steps.collect_output.outputs.output }}
      output_types: ${{ steps.collect_output.outputs.output_types }}
      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
    steps:
      - name: Setup Scripts
        uses: github/gh-aw/actions/setup@08a903b1fb2e493a84a57577778fe5dd711f9468 # v0.58.3
        with:
          destination: /opt/gh-aw/actions
      - name: Checkout repository
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          persist-credentials: false
      - name: Setup Python
        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
        with:
          python-version: '3.14'
      - name: Create gh-aw temp directory
        run: bash /opt/gh-aw/actions/create_gh_aw_tmp_dir.sh
      # Cache configuration from frontmatter processed below
      - name: Cache (cpython-lib-${{ env.PYTHON_VERSION }})
        uses: actions/cache@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3
        with:
          key: cpython-lib-${{ env.PYTHON_VERSION }}
          path: cpython
          restore-keys: |
            cpython-lib-
      - name: Configure Git credentials
        env:
          REPO_NAME: ${{ github.repository }}
          SERVER_URL: ${{ github.server_url }}
        run: |
          git config --global user.email "github-actions[bot]@users.noreply.github.com"
          git config --global user.name "github-actions[bot]"
          # Re-authenticate git with GitHub token
          SERVER_URL_STRIPPED="${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
        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: Generate agentic run info
        id: generate_aw_info
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: |
            const fs = require('fs');
            
            const awInfo = {
              engine_id: "copilot",
              engine_name: "GitHub Copilot CLI",
              model: process.env.GH_AW_MODEL_AGENT_COPILOT || "",
              version: "",
              agent_version: "0.0.409",
              cli_version: "v0.43.22",
              workflow_name: "Upgrade Python Library",
              experimental: false,
              supports_tools_allowlist: true,
              supports_http_transport: true,
              run_id: context.runId,
              run_number: context.runNumber,
              run_attempt: process.env.GITHUB_RUN_ATTEMPT,
              repository: context.repo.owner + '/' + context.repo.repo,
              ref: context.ref,
              sha: context.sha,
              actor: context.actor,
              event_name: context.eventName,
              staged: false,
              allowed_domains: ["defaults","rust","python"],
              firewall_enabled: true,
              awf_version: "v0.16.4",
              awmg_version: "",
              steps: {
                firewall: "squid"
              },
              created_at: new Date().toISOString()
            };
            
            // Write to /tmp/gh-aw directory to avoid inclusion in PR
            const tmpPath = '/tmp/gh-aw/aw_info.json';
            fs.writeFileSync(tmpPath, JSON.stringify(awInfo, null, 2));
            console.log('Generated aw_info.json at:', tmpPath);
            console.log(JSON.stringify(awInfo, null, 2));
            
            // Set model as output for reuse in other steps/jobs
            core.setOutput('model', awInfo.model);
      - 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: Install GitHub Copilot CLI
        run: /opt/gh-aw/actions/install_copilot_cli.sh 0.0.409
      - name: Install awf binary
        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.16.4
      - 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:0.16.4 ghcr.io/github/gh-aw-firewall/squid:0.16.4 ghcr.io/github/gh-aw-mcpg:v0.1.4 ghcr.io/github/github-mcp-server:v0.30.3 node:lts-alpine
      - 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_pull_request":{"expires":30},"missing_data":{},"missing_tool":{},"noop":{"max":1}}
          GH_AW_SAFE_OUTPUTS_CONFIG_EOF
          cat > /opt/gh-aw/safeoutputs/tools.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_EOF'
          [
            {
              "description": "Create a new GitHub pull request to propose code changes. Use this after making file edits to submit them for review and merging. The PR will be created from the current branch with your committed changes. For code review comments on an existing PR, use create_pull_request_review_comment instead. CONSTRAINTS: Maximum 1 pull request(s) can be created. Title will be prefixed with \"Update \". Labels [pylib-sync] will be automatically added.",
              "inputSchema": {
                "additionalProperties": false,
                "properties": {
                  "body": {
                    "description": "Detailed PR description in Markdown. Include what changes were made, why, testing notes, and any breaking changes. Do NOT repeat the title as a heading.",
                    "type": "string"
                  },
                  "branch": {
                    "description": "Source branch name containing the changes. If omitted, uses the current working branch.",
                    "type": "string"
                  },
                  "labels": {
                    "description": "Labels to categorize the PR (e.g., 'enhancement', 'bugfix'). Labels must exist in the repository.",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "title": {
                    "description": "Concise PR title describing the changes. Follow repository conventions (e.g., conventional commits). The title appears as the main heading.",
                    "type": "string"
                  }
                },
                "required": [
                  "title",
                  "body"
                ],
                "type": "object"
              },
              "name": "create_pull_request"
            },
            {
              "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"
                  },
                  "reason": {
                    "description": "Explanation of why this tool is needed or what information you want to share about the limitation (max 256 characters).",
                    "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": {
                  "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"
                  }
                },
                "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"
                  },
                  "reason": {
                    "description": "Explanation of why this data is needed to complete the task (max 256 characters).",
                    "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_pull_request": {
              "defaultMax": 1,
              "fields": {
                "body": {
                  "required": true,
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 65000
                },
                "branch": {
                  "required": true,
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 256
                },
                "labels": {
                  "type": "array",
                  "itemType": "string",
                  "itemSanitize": true,
                  "itemMaxLength": 128
                },
                "title": {
                  "required": true,
                  "type": "string",
                  "sanitize": true,
                  "maxLength": 128
                }
              }
            },
            "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 }}
        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 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 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:v0.1.4'
          
          mkdir -p /home/runner/.copilot
          cat << GH_AW_MCP_CONFIG_EOF | bash /opt/gh-aw/actions/start_mcp_gateway.sh
          {
            "mcpServers": {
              "github": {
                "type": "stdio",
                "container": "ghcr.io/github/github-mcp-server:v0.30.3",
                "env": {
                  "GITHUB_LOCKDOWN_MODE": "$GITHUB_MCP_LOCKDOWN",
                  "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}",
                  "GITHUB_READ_ONLY": "1",
                  "GITHUB_TOOLSETS": "repos,issues,pull_requests"
                }
              },
              "safeoutputs": {
                "type": "http",
                "url": "http://host.docker.internal:$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: Generate workflow overview
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: |
            const { generateWorkflowOverview } = require('/opt/gh-aw/actions/generate_workflow_overview.cjs');
            await generateWorkflowOverview(core);
      - 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_ENV_ISSUE_ID: ${{ env.ISSUE_ID }}
          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_INPUTS_NAME: ${{ github.event.inputs.name }}
          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: ${{ github.workspace }}
        run: |
          bash /opt/gh-aw/actions/create_prompt_first.sh
          cat << 'GH_AW_PROMPT_EOF' > "$GH_AW_PROMPT"
          <system>
          GH_AW_PROMPT_EOF
          cat "/opt/gh-aw/prompts/xpia.md" >> "$GH_AW_PROMPT"
          cat "/opt/gh-aw/prompts/temp_folder_prompt.md" >> "$GH_AW_PROMPT"
          cat "/opt/gh-aw/prompts/markdown.md" >> "$GH_AW_PROMPT"
          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
          <safe-outputs>
          <description>GitHub API Access Instructions</description>
          <important>
          The gh CLI is NOT authenticated. Do NOT use gh commands for GitHub operations.
          </important>
          <instructions>
          To create or modify GitHub resources (issues, discussions, pull requests, etc.), you MUST call the appropriate safe output tool. Simply writing content will NOT work - the workflow requires actual tool calls.
          
          Temporary IDs: Some safe output tools support a temporary ID field (usually named temporary_id) so you can reference newly-created items elsewhere in the SAME agent output (for example, using #aw_abc1 in a later body). 
          
          **IMPORTANT - temporary_id format rules:**
          - If you DON'T need to reference the item later, OMIT the temporary_id field entirely (it will be auto-generated if needed)
          - If you DO need cross-references/chaining, you MUST match this EXACT validation regex: /^aw_[A-Za-z0-9]{3,8}$/i
          - Format: aw_ prefix followed by 3 to 8 alphanumeric characters (A-Z, a-z, 0-9, case-insensitive)
          - Valid alphanumeric characters: ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789
          - INVALID examples: aw_ab (too short), aw_123456789 (too long), aw_test-id (contains hyphen), aw_id_123 (contains underscore)
          - VALID examples: aw_abc, aw_abc1, aw_Test123, aw_A1B2C3D4, aw_12345678
          - To generate valid IDs: use 3-8 random alphanumeric characters or omit the field to let the system auto-generate
          
          Do NOT invent other aw_* formats — downstream steps will reject them with validation errors matching against /^aw_[A-Za-z0-9]{3,8}$/i.
          
          Discover available tools from the safeoutputs MCP server.
          
          **Critical**: Tool calls write structured data that downstream jobs process. Without tool calls, follow-up actions will be skipped.
          
          **Note**: If you made no other safe output tool calls during this workflow execution, call the "noop" tool to provide a status message indicating completion or that no actions were needed.
          </instructions>
          </safe-outputs>
          <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' >> "$GH_AW_PROMPT"
          </system>
          GH_AW_PROMPT_EOF
          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
          {{#runtime-import .github/workflows/upgrade-pylib.md}}
          GH_AW_PROMPT_EOF
      - name: Substitute placeholders
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_ENV_ISSUE_ID: ${{ env.ISSUE_ID }}
          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_INPUTS_NAME: ${{ github.event.inputs.name }}
          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 }}
        with:
          script: |
            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_ENV_ISSUE_ID: process.env.GH_AW_ENV_ISSUE_ID,
                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_INPUTS_NAME: process.env.GH_AW_GITHUB_EVENT_INPUTS_NAME,
                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
              }
            });
      - name: Interpolate variables and render templates
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_ENV_ISSUE_ID: ${{ env.ISSUE_ID }}
          GH_AW_GITHUB_EVENT_INPUTS_NAME: ${{ github.event.inputs.name }}
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/interpolate_prompt.cjs');
            await main();
      - name: Validate prompt placeholders
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
        run: bash /opt/gh-aw/actions/validate_prompt_placeholders.sh
      - name: Print prompt
        env:
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
        run: bash /opt/gh-aw/actions/print_prompt_summary.sh
      - name: Clean git credentials
        run: bash /opt/gh-aw/actions/clean_git_credentials.sh
      - name: Execute GitHub Copilot CLI
        id: agentic_execution
        # Copilot CLI tool arguments (sorted):
        timeout-minutes: 45
        run: |
          set -o pipefail
          sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains '*.pythonhosted.org,anaconda.org,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,conda.anaconda.org,conda.binstar.org,crates.io,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,files.pythonhosted.org,github.com,host.docker.internal,index.crates.io,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,ppa.launchpad.net,pypi.org,pypi.python.org,raw.githubusercontent.com,registry.npmjs.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,sh.rustup.rs,static.crates.io,static.rust-lang.org,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 0.16.4 --skip-pull \
            -- '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --allow-all-paths --share /tmp/gh-aw/sandbox/agent/logs/conversation.md --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"${GH_AW_MODEL_AGENT_COPILOT:+ --model "$GH_AW_MODEL_AGENT_COPILOT"}' \
            2>&1 | tee /tmp/gh-aw/agent-stdio.log
        env:
          COPILOT_AGENT_RUNNER_TYPE: STANDALONE
          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          GH_AW_MCP_CONFIG: /home/runner/.copilot/mcp-config.json
          GH_AW_MODEL_AGENT_COPILOT: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }}
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
          GITHUB_HEAD_REF: ${{ github.head_ref }}
          GITHUB_REF_NAME: ${{ github.ref_name }}
          GITHUB_STEP_SUMMARY: ${{ env.GITHUB_STEP_SUMMARY }}
          GITHUB_WORKSPACE: ${{ github.workspace }}
          XDG_CONFIG_HOME: /home/runner
      - name: Configure Git credentials
        env:
          REPO_NAME: ${{ github.repository }}
          SERVER_URL: ${{ github.server_url }}
        run: |
          git config --global user.email "github-actions[bot]@users.noreply.github.com"
          git config --global user.name "github-actions[bot]"
          # Re-authenticate git with GitHub token
          SERVER_URL_STRIPPED="${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: Upload Safe Outputs
        if: always()
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        with:
          name: safe-output
          path: ${{ env.GH_AW_SAFE_OUTPUTS }}
          if-no-files-found: warn
      - name: Ingest agent output
        id: collect_output
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_SAFE_OUTPUTS: ${{ env.GH_AW_SAFE_OUTPUTS }}
          GH_AW_ALLOWED_DOMAINS: "*.pythonhosted.org,anaconda.org,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,conda.anaconda.org,conda.binstar.org,crates.io,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,files.pythonhosted.org,github.com,host.docker.internal,index.crates.io,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,ppa.launchpad.net,pypi.org,pypi.python.org,raw.githubusercontent.com,registry.npmjs.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,sh.rustup.rs,static.crates.io,static.rust-lang.org,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: Upload sanitized agent output
        if: always() && env.GH_AW_AGENT_OUTPUT
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        with:
          name: agent-output
          path: ${{ env.GH_AW_AGENT_OUTPUT }}
          if-no-files-found: warn
      - name: Upload engine output files
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        with:
          name: agent_outputs
          path: |
            /tmp/gh-aw/sandbox/agent/logs/
            /tmp/gh-aw/redacted-urls.log
          if-no-files-found: ignore
      - name: Parse agent logs for step summary
        if: always()
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: /tmp/gh-aw/sandbox/agent/logs/
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/parse_copilot_log.cjs');
            await main();
      - name: Parse MCP gateway logs for step summary
        if: always()
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        with:
          script: |
            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
            setupGlobals(core, github, context, exec, io);
            const { main } = require('/opt/gh-aw/actions/parse_mcp_gateway_log.cjs');
            await main();
      - name: Print firewall logs
        if: always()
        continue-on-error: true
        env:
          AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
        run: |
          # Fix permissions on firewall logs so they can be uploaded as artifacts
          # AWF runs with sudo, creating files owned by root
          sudo chmod -R a+r /tmp/gh-aw/sandbox/firewall/logs 2>/dev/null || true
          awf logs summary | tee -a "$GITHUB_STEP_SUMMARY"
      - name: Upload agent artifacts
        if: always()
        continue-on-error: true
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        with:
          name: agent-artifacts
          path: |
            /tmp/gh-aw/aw-prompts/prompt.txt
            /tmp/gh-aw/aw_info.json
            /tmp/gh-aw/mcp-logs/
            /tmp/gh-aw/sandbox/firewall/logs/
            /tmp/gh-aw/agent-stdio.log
            /tmp/gh-aw/agent/
            /tmp/gh-aw/aw*.patch
          if-no-files-found: ignore

  conclusion:
    needs:
      - activation
      - agent
      - detection
      - safe_outputs
    if: (always()) && (needs.agent.result != 'skipped')
    runs-on: ubuntu-slim
    permissions:
      contents: read
      discussions: write
      issues: write
      pull-requests: write
    outputs:
      noop_message: ${{ steps.noop.outputs.noop_message }}
      tools_reported: ${{ steps.missing_tool.outputs.tools_reported }}
      total_count: ${{ steps.missing_tool.outputs.total_count }}
    steps:
      - name: Setup Scripts
        uses: github/gh-aw/actions/setup@08a903b1fb2e493a84a57577778fe5dd711f9468 # v0.58.3
        with:
          destination: /opt/gh-aw/actions
      - name: Download agent output artifact
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent-output
          path: /tmp/gh-aw/safeoutputs/
      - name: Setup agent output environment variable
        run: |
          mkdir -p /tmp/gh-aw/safeoutputs/
          find "/tmp/gh-aw/safeoutputs/" -type f -print
          echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/safeoutputs/agent_output.json" >> "$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: "Upgrade Python Library"
        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: "Upgrade Python Library"
        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: "Upgrade Python Library"
          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: "upgrade-pylib"
          GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.agent.outputs.secret_verification_result }}
          GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }}
        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: "Upgrade Python Library"
          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();
      - name: Handle Create Pull Request Error
        id: handle_create_pr_error
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
          GH_AW_WORKFLOW_NAME: "Upgrade Python Library"
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
        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_create_pr_error.cjs');
            await main();
      - name: Update reaction comment with completion status
        id: conclusion
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
          GH_AW_COMMENT_ID: ${{ needs.activation.outputs.comment_id }}
          GH_AW_COMMENT_REPO: ${{ needs.activation.outputs.comment_repo }}
          GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
          GH_AW_WORKFLOW_NAME: "Upgrade Python Library"
          GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
          GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.result }}
        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/notify_comment_error.cjs');
            await main();

  detection:
    needs: agent
    if: needs.agent.outputs.output_types != '' || needs.agent.outputs.has_patch == 'true'
    runs-on: ubuntu-latest
    permissions: {}
    concurrency:
      group: "gh-aw-copilot-${{ github.workflow }}"
    timeout-minutes: 10
    outputs:
      success: ${{ steps.parse_results.outputs.success }}
    steps:
      - name: Setup Scripts
        uses: github/gh-aw/actions/setup@08a903b1fb2e493a84a57577778fe5dd711f9468 # v0.58.3
        with:
          destination: /opt/gh-aw/actions
      - name: Download agent artifacts
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent-artifacts
          path: /tmp/gh-aw/threat-detection/
      - name: Download agent output artifact
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent-output
          path: /tmp/gh-aw/threat-detection/
      - name: Echo agent output types
        env:
          AGENT_OUTPUT_TYPES: ${{ needs.agent.outputs.output_types }}
        run: |
          echo "Agent output-types: $AGENT_OUTPUT_TYPES"
      - name: Setup threat detection
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          WORKFLOW_NAME: "Upgrade Python Library"
          WORKFLOW_DESCRIPTION: "Pick an out-of-sync Python library from the todo list and upgrade it\nby running `scripts/update_lib quick`, then open a pull request."
          HAS_PATCH: ${{ needs.agent.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
        run: |
          mkdir -p /tmp/gh-aw/threat-detection
          touch /tmp/gh-aw/threat-detection/detection.log
      - 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: ${{ secrets.COPILOT_GITHUB_TOKEN }}
      - name: Install GitHub Copilot CLI
        run: /opt/gh-aw/actions/install_copilot_cli.sh 0.0.409
      - name: Execute GitHub Copilot CLI
        id: agentic_execution
        # Copilot CLI tool arguments (sorted):
        # --allow-tool shell(cat)
        # --allow-tool shell(grep)
        # --allow-tool shell(head)
        # --allow-tool shell(jq)
        # --allow-tool shell(ls)
        # --allow-tool shell(tail)
        # --allow-tool shell(wc)
        timeout-minutes: 20
        run: |
          set -o pipefail
          COPILOT_CLI_INSTRUCTION="$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"
          mkdir -p /tmp/
          mkdir -p /tmp/gh-aw/
          mkdir -p /tmp/gh-aw/agent/
          mkdir -p /tmp/gh-aw/sandbox/agent/logs/
          copilot --add-dir /tmp/ --add-dir /tmp/gh-aw/ --add-dir /tmp/gh-aw/agent/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --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)' --share /tmp/gh-aw/sandbox/agent/logs/conversation.md --prompt "$COPILOT_CLI_INSTRUCTION"${GH_AW_MODEL_DETECTION_COPILOT:+ --model "$GH_AW_MODEL_DETECTION_COPILOT"} 2>&1 | tee /tmp/gh-aw/threat-detection/detection.log
        env:
          COPILOT_AGENT_RUNNER_TYPE: STANDALONE
          COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
          GH_AW_MODEL_DETECTION_COPILOT: ${{ vars.GH_AW_MODEL_DETECTION_COPILOT || '' }}
          GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
          GITHUB_HEAD_REF: ${{ github.head_ref }}
          GITHUB_REF_NAME: ${{ github.ref_name }}
          GITHUB_STEP_SUMMARY: ${{ env.GITHUB_STEP_SUMMARY }}
          GITHUB_WORKSPACE: ${{ github.workspace }}
          XDG_CONFIG_HOME: /home/runner
      - name: Parse threat detection results
        id: parse_results
        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()
        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
        with:
          name: threat-detection.log
          path: /tmp/gh-aw/threat-detection/detection.log
          if-no-files-found: ignore

  safe_outputs:
    needs:
      - activation
      - agent
      - detection
    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.detection.outputs.success == 'true')
    runs-on: ubuntu-slim
    permissions:
      contents: write
      issues: write
      pull-requests: write
    timeout-minutes: 15
    env:
      GH_AW_ENGINE_ID: "copilot"
      GH_AW_WORKFLOW_ID: "upgrade-pylib"
      GH_AW_WORKFLOW_NAME: "Upgrade Python Library"
    outputs:
      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: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
    steps:
      - name: Setup Scripts
        uses: github/gh-aw/actions/setup@08a903b1fb2e493a84a57577778fe5dd711f9468 # v0.58.3
        with:
          destination: /opt/gh-aw/actions
      - name: Download agent output artifact
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent-output
          path: /tmp/gh-aw/safeoutputs/
      - name: Setup agent output environment variable
        run: |
          mkdir -p /tmp/gh-aw/safeoutputs/
          find "/tmp/gh-aw/safeoutputs/" -type f -print
          echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/safeoutputs/agent_output.json" >> "$GITHUB_ENV"
      - name: Download patch artifact
        continue-on-error: true
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: agent-artifacts
          path: /tmp/gh-aw/
      - name: Checkout repository
        if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (contains(needs.agent.outputs.output_types, 'create_pull_request'))
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
        with:
          token: ${{ github.token }}
          persist-credentials: false
          fetch-depth: 1
      - name: Configure Git credentials
        if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (contains(needs.agent.outputs.output_types, 'create_pull_request'))
        env:
          REPO_NAME: ${{ github.repository }}
          SERVER_URL: ${{ github.server_url }}
          GIT_TOKEN: ${{ github.token }}
        run: |
          git config --global user.email "github-actions[bot]@users.noreply.github.com"
          git config --global user.name "github-actions[bot]"
          # Re-authenticate git with GitHub token
          SERVER_URL_STRIPPED="${SERVER_URL#https://}"
          git remote set-url origin "https://x-access-token:${GIT_TOKEN}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
          echo "Git configured with standard GitHub Actions identity"
      - name: Process Safe Outputs
        id: process_safe_outputs
        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
        env:
          GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_pull_request\":{\"base_branch\":\"${{ github.ref_name }}\",\"draft\":false,\"expires\":30,\"labels\":[\"pylib-sync\"],\"max\":1,\"max_patch_size\":1024,\"title_prefix\":\"Update \"},\"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();

