Updating our agentic workflows (#996)

.github/agents/agentic-workflows.agent.md

@@ -0,0 +1,177 @@
+---
+description: GitHub Agentic Workflows (gh-aw) - Create, debug, and upgrade AI-powered workflows with intelligent prompt routing
+disable-model-invocation: true
+---
+
+# GitHub Agentic Workflows Agent
+
+This agent helps you work with **GitHub Agentic Workflows (gh-aw)**, a CLI extension for creating AI-powered workflows in natural language using markdown files.
+
+## What This Agent Does
+
+This is a **dispatcher agent** that routes your request to the appropriate specialized prompt based on your task:
+
+- **Creating new workflows**: Routes to `create` prompt
+- **Updating existing workflows**: Routes to `update` prompt
+- **Debugging workflows**: Routes to `debug` prompt  
+- **Upgrading workflows**: Routes to `upgrade-agentic-workflows` prompt
+- **Creating report-generating workflows**: Routes to `report` prompt — consult this whenever the workflow posts status updates, audits, analyses, or any structured output as issues, discussions, or comments
+- **Creating shared components**: Routes to `create-shared-agentic-workflow` prompt
+- **Fixing Dependabot PRs**: Routes to `dependabot` prompt — use this when Dependabot opens PRs that modify generated manifest files (`.github/workflows/package.json`, `.github/workflows/requirements.txt`, `.github/workflows/go.mod`). Never merge those PRs directly; instead update the source `.md` files and rerun `gh aw compile --dependabot` to bundle all fixes
+- **Analyzing test coverage**: Routes to `test-coverage` prompt — consult this whenever the workflow reads, analyzes, or reports on test coverage data from PRs or CI runs
+
+Workflows may optionally include:
+
+- **Project tracking / monitoring** (GitHub Projects updates, status reporting)
+- **Orchestration / coordination** (one workflow assigning agents or dispatching and coordinating other workflows)
+
+## Files This Applies To
+
+- Workflow files: `.github/workflows/*.md` and `.github/workflows/**/*.md`
+- Workflow lock files: `.github/workflows/*.lock.yml`
+- Shared components: `.github/workflows/shared/*.md`
+- Configuration: https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/github-agentic-workflows.md
+
+## Problems This Solves
+
+- **Workflow Creation**: Design secure, validated agentic workflows with proper triggers, tools, and permissions
+- **Workflow Debugging**: Analyze logs, identify missing tools, investigate failures, and fix configuration issues
+- **Version Upgrades**: Migrate workflows to new gh-aw versions, apply codemods, fix breaking changes
+- **Component Design**: Create reusable shared workflow components that wrap MCP servers
+
+## How to Use
+
+When you interact with this agent, it will:
+
+1. **Understand your intent** - Determine what kind of task you're trying to accomplish
+2. **Route to the right prompt** - Load the specialized prompt file for your task
+3. **Execute the task** - Follow the detailed instructions in the loaded prompt
+
+## Available Prompts
+
+### Create New Workflow
+**Load when**: User wants to create a new workflow from scratch, add automation, or design a workflow that doesn't exist yet
+
+**Prompt file**: https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/create-agentic-workflow.md
+
+**Use cases**:
+- "Create a workflow that triages issues"
+- "I need a workflow to label pull requests"
+- "Design a weekly research automation"
+
+### Update Existing Workflow  
+**Load when**: User wants to modify, improve, or refactor an existing workflow
+
+**Prompt file**: https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/update-agentic-workflow.md
+
+**Use cases**:
+- "Add web-fetch tool to the issue-classifier workflow"
+- "Update the PR reviewer to use discussions instead of issues"
+- "Improve the prompt for the weekly-research workflow"
+
+### Debug Workflow  
+**Load when**: User needs to investigate, audit, debug, or understand a workflow, troubleshoot issues, analyze logs, or fix errors
+
+**Prompt file**: https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/debug-agentic-workflow.md
+
+**Use cases**:
+- "Why is this workflow failing?"
+- "Analyze the logs for workflow X"
+- "Investigate missing tool calls in run #12345"
+
+### Upgrade Agentic Workflows
+**Load when**: User wants to upgrade workflows to a new gh-aw version or fix deprecations
+
+**Prompt file**: https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/upgrade-agentic-workflows.md
+
+**Use cases**:
+- "Upgrade all workflows to the latest version"
+- "Fix deprecated fields in workflows"
+- "Apply breaking changes from the new release"
+
+### Create a Report-Generating Workflow
+**Load when**: The workflow being created or updated produces reports — recurring status updates, audit summaries, analyses, or any structured output posted as a GitHub issue, discussion, or comment
+
+**Prompt file**: https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/report.md
+
+**Use cases**:
+- "Create a weekly CI health report"
+- "Post a daily security audit to Discussions"
+- "Add a status update comment to open PRs"
+
+### Create Shared Agentic Workflow
+**Load when**: User wants to create a reusable workflow component or wrap an MCP server
+
+**Prompt file**: https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/create-shared-agentic-workflow.md
+
+**Use cases**:
+- "Create a shared component for Notion integration"
+- "Wrap the Slack MCP server as a reusable component"
+- "Design a shared workflow for database queries"
+
+### Fix Dependabot PRs
+**Load when**: User needs to close or fix open Dependabot PRs that update dependencies in generated manifest files (`.github/workflows/package.json`, `.github/workflows/requirements.txt`, `.github/workflows/go.mod`)
+
+**Prompt file**: https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/dependabot.md
+
+**Use cases**:
+- "Fix the open Dependabot PRs for npm dependencies"
+- "Bundle and close the Dependabot PRs for workflow dependencies"
+- "Update @playwright/test to fix the Dependabot PR"
+
+### Analyze Test Coverage
+**Load when**: The workflow reads, analyzes, or reports test coverage — whether triggered by a PR, a schedule, or a slash command. Always consult this prompt before designing the coverage data strategy.
+
+**Prompt file**: https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/test-coverage.md
+
+**Use cases**:
+- "Create a workflow that comments coverage on PRs"
+- "Analyze coverage trends over time"
+- "Add a coverage gate that blocks PRs below a threshold"
+
+## Instructions
+
+When a user interacts with you:
+
+1. **Identify the task type** from the user's request
+2. **Load the appropriate prompt** from the GitHub repository URLs listed above
+3. **Follow the loaded prompt's instructions** exactly
+4. **If uncertain**, ask clarifying questions to determine the right prompt
+
+## Quick Reference
+
+```bash
+# Initialize repository for agentic workflows
+gh aw init
+
+# Generate the lock file for a workflow
+gh aw compile [workflow-name]
+
+# Debug workflow runs
+gh aw logs [workflow-name]
+gh aw audit <run-id>
+
+# Upgrade workflows
+gh aw fix --write
+gh aw compile --validate
+```
+
+## Key Features of gh-aw
+
+- **Natural Language Workflows**: Write workflows in markdown with YAML frontmatter
+- **AI Engine Support**: Copilot, Claude, Codex, or custom engines
+- **MCP Server Integration**: Connect to Model Context Protocol servers for tools
+- **Safe Outputs**: Structured communication between AI and GitHub API
+- **Strict Mode**: Security-first validation and sandboxing
+- **Shared Components**: Reusable workflow building blocks
+- **Repo Memory**: Persistent git-backed storage for agents
+- **Sandboxed Execution**: All workflows run in the Agent Workflow Firewall (AWF) sandbox, enabling full `bash` and `edit` tools by default
+
+## Important Notes
+
+- Always reference the instructions file at https://github.com/github/gh-aw/blob/v0.57.2/.github/aw/github-agentic-workflows.md for complete documentation
+- Use the MCP tool `agentic-workflows` when running in GitHub Copilot Cloud
+- Workflows must be compiled to `.lock.yml` files before running in GitHub Actions
+- **Bash tools are enabled by default** - Don't restrict bash commands unnecessarily since workflows are sandboxed by the AWF
+- Follow security best practices: minimal permissions, explicit network access, no template injection
+- **Single-file output**: When creating a workflow, produce exactly **one** workflow `.md` file. Do not create separate documentation files (architecture docs, runbooks, usage guides, etc.). If documentation is needed, add a brief `## Usage` section inside the workflow file itself.

.github/aw/actions-lock.json

@@ -5,30 +5,25 @@
       "version": "v6.0.2",
       "sha": "de0fac2e4500dabe0009e67214ff5f5447ce83dd"
     },
-    "actions/download-artifact@v6": {
+    "actions/download-artifact@v8": {
       "repo": "actions/download-artifact",
-      "version": "v6",
+      "version": "v8",
-      "sha": "018cc2cf5baa6db3ef3c5f8a56943fffe632ef53"
+      "sha": "3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c"
     },
     "actions/github-script@v8": {
       "repo": "actions/github-script",
       "version": "v8",
       "sha": "ed597411d8f924073f98dfc5c65a23a2325f34cd"
     },
-    "actions/upload-artifact@v6": {
+    "actions/upload-artifact@v7": {
       "repo": "actions/upload-artifact",
-      "version": "v6",
+      "version": "v7",
-      "sha": "b7c566a772e6b6bfb58ed0dc250532a479d7789f"
+      "sha": "bbbca2ddaa5d8feaa63e36b76fdaad77386f024f"
     },
-    "github/gh-aw/actions/setup@v0.45.7": {
+    "github/gh-aw/actions/setup@v0.57.2": {
       "repo": "github/gh-aw/actions/setup",
-      "version": "v0.45.7",
+      "version": "v0.57.2",
-      "sha": "5d8900eb6f6230c9d41a3c30af320150a2361285"
+      "sha": "32b3a711a9ee97d38e3989c90af0385aff0066a7"
-    },
-    "github/gh-aw/actions/setup@v0.46.1": {
-      "repo": "github/gh-aw/actions/setup",
-      "version": "v0.46.1",
-      "sha": "874bdd8271bf8c21902b068fb1ca6a22d2dc4b7a"
     }
   }
 }

.github/workflows/codeowner-update.lock.yml

@@ -13,7 +13,7 @@
 # \  /\  / (_) | | | | ( | | | | (_) \ V  V /\__ \
 #  \/  \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
 #
-# This file was automatically generated by gh-aw (v0.45.7). DO NOT EDIT.
+# This file was automatically generated by gh-aw (v0.57.2). DO NOT EDIT.
 #
 # To update this file, edit the corresponding .md file and run:
 #   gh aw compile
@@ -23,7 +23,7 @@
 #
 # Updates the CODEOWNERS file when a maintainer comments #codeowner on a pull request
 #
-# gh-aw-metadata: {"schema_version":"v1","frontmatter_hash":"8f7ecfe9d458039fea20a1e09fd094839da1ae52fd4e5006effac2a27da3bd50"}
+# gh-aw-metadata: {"schema_version":"v2","frontmatter_hash":"8f7ecfe9d458039fea20a1e09fd094839da1ae52fd4e5006effac2a27da3bd50","compiler_version":"v0.57.2","strict":true}
 
 name: "Codeowner Update Agent"
 "on":
@@ -34,7 +34,7 @@ name: "Codeowner Update Agent"
 permissions: {}
 
 concurrency:
-  group: "gh-aw-${{ github.workflow }}-${{ github.event.issue.number }}"
+  group: "gh-aw-${{ github.workflow }}-${{ github.event.issue.number || github.run_id }}"
 
 run-name: "Codeowner Update Agent"
 
@@ -51,21 +51,53 @@ jobs:
       body: ${{ steps.sanitized.outputs.body }}
       comment_id: ""
       comment_repo: ""
+      model: ${{ steps.generate_aw_info.outputs.model }}
+      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
       text: ${{ steps.sanitized.outputs.text }}
       title: ${{ steps.sanitized.outputs.title }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         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_CLI_VERSION: "v0.57.2"
+          GH_AW_INFO_WORKFLOW_NAME: "Codeowner Update Agent"
+          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: "v0.23.0"
+          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
-          persist-credentials: false
       - name: Check workflow file timestamps
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
@@ -101,41 +133,21 @@ jobs:
           GH_AW_STEPS_SANITIZED_OUTPUTS_TEXT: ${{ steps.sanitized.outputs.text }}
         run: |
           bash /opt/gh-aw/actions/create_prompt_first.sh
-          cat << 'GH_AW_PROMPT_EOF' > "$GH_AW_PROMPT"
+          {
+          cat << 'GH_AW_PROMPT_EOF'
           <system>
           GH_AW_PROMPT_EOF
-          cat "/opt/gh-aw/prompts/xpia.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/xpia.md"
-          cat "/opt/gh-aw/prompts/temp_folder_prompt.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/temp_folder_prompt.md"
-          cat "/opt/gh-aw/prompts/markdown.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/markdown.md"
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/safe_outputs_prompt.md"
-          <safe-outputs>
+          cat << 'GH_AW_PROMPT_EOF'
-          <description>GitHub API Access Instructions</description>
+          <safe-output-tools>
-          <important>
+          Tools: add_comment, create_pull_request, missing_tool, missing_data, noop
-          The gh CLI is NOT authenticated. Do NOT use gh commands for GitHub operations.
+          GH_AW_PROMPT_EOF
-          </important>
+          cat "/opt/gh-aw/prompts/safe_outputs_create_pull_request.md"
-          <instructions>
+          cat << 'GH_AW_PROMPT_EOF'
-          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.
+          </safe-output-tools>
-          
-          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__ }}
@@ -166,14 +178,15 @@ jobs:
           
           GH_AW_PROMPT_EOF
           if [ "$GITHUB_EVENT_NAME" = "issue_comment" ] && [ -n "$GH_AW_IS_PR_COMMENT" ] || [ "$GITHUB_EVENT_NAME" = "pull_request_review_comment" ] || [ "$GITHUB_EVENT_NAME" = "pull_request_review" ]; then
-            cat "/opt/gh-aw/prompts/pr_context_prompt.md" >> "$GH_AW_PROMPT"
+            cat "/opt/gh-aw/prompts/pr_context_prompt.md"
           fi
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat << 'GH_AW_PROMPT_EOF'
           </system>
           GH_AW_PROMPT_EOF
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat << 'GH_AW_PROMPT_EOF'
           {{#runtime-import .github/workflows/codeowner-update.md}}
           GH_AW_PROMPT_EOF
+          } > "$GH_AW_PROMPT"
       - name: Interpolate variables and render templates
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
@@ -202,7 +215,6 @@ jobs:
           GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
           GH_AW_IS_PR_COMMENT: ${{ github.event.issue.pull_request && 'true' || '' }}
           GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: ${{ needs.pre_activation.outputs.activated }}
-          GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: ${{ needs.pre_activation.outputs.matched_command }}
           GH_AW_STEPS_SANITIZED_OUTPUTS_TEXT: ${{ steps.sanitized.outputs.text }}
         with:
           script: |
@@ -225,7 +237,6 @@ jobs:
                 GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE,
                 GH_AW_IS_PR_COMMENT: process.env.GH_AW_IS_PR_COMMENT,
                 GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED,
-                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND,
                 GH_AW_STEPS_SANITIZED_OUTPUTS_TEXT: process.env.GH_AW_STEPS_SANITIZED_OUTPUTS_TEXT
               }
             });
@@ -237,12 +248,14 @@ jobs:
         env:
           GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
         run: bash /opt/gh-aw/actions/print_prompt_summary.sh
-      - name: Upload prompt artifact
+      - name: Upload activation artifact
         if: success()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
-          name: prompt
+          name: activation
-          path: /tmp/gh-aw/aw-prompts/prompt.txt
+          path: |
+            /tmp/gh-aw/aw_info.json
+            /tmp/gh-aw/aw-prompts/prompt.txt
           retention-days: 1
 
   agent:
@@ -264,14 +277,16 @@ jobs:
       GH_AW_WORKFLOW_ID_SANITIZED: codeownerupdate
     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 }}
-      model: ${{ steps.generate_aw_info.outputs.model }}
+      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 }}
-      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Checkout repository
@@ -287,6 +302,7 @@ jobs:
         run: |
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git config --global user.name "github-actions[bot]"
+          git config --global am.keepcr true
           # Re-authenticate git with GitHub token
           SERVER_URL_STRIPPED="${SERVER_URL#https://}"
           git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
@@ -294,7 +310,7 @@ jobs:
       - name: Checkout PR branch
         id: checkout-pr
         if: |
-          github.event.pull_request
+          (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 }}
@@ -305,59 +321,10 @@ jobs:
             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: "0.0.410",
-              cli_version: "v0.45.7",
-              workflow_name: "Codeowner Update Agent",
-              experimental: false,
-              supports_tools_allowlist: 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"],
-              firewall_enabled: true,
-              awf_version: "v0.20.0",
-              awmg_version: "v0.1.4",
-              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 0.0.410
+        run: /opt/gh-aw/actions/install_copilot_cli.sh latest
       - name: Install awf binary
-        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.20.0
+        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.23.0
       - name: Determine automatic lockdown mode for GitHub MCP Server
         id: determine-automatic-lockdown
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
@@ -369,19 +336,19 @@ jobs:
             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:0.20.0 ghcr.io/github/gh-aw-firewall/api-proxy:0.20.0 ghcr.io/github/gh-aw-firewall/squid:0.20.0 ghcr.io/github/gh-aw-mcpg:v0.1.4 ghcr.io/github/github-mcp-server:v0.30.3 node:lts-alpine
+        run: bash /opt/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.23.0 ghcr.io/github/gh-aw-firewall/api-proxy:0.23.0 ghcr.io/github/gh-aw-firewall/squid:0.23.0 ghcr.io/github/gh-aw-mcpg:v0.1.8 ghcr.io/github/github-mcp-server:v0.32.0 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'
-          {"add_comment":{"max":1},"create_pull_request":{},"missing_data":{},"missing_tool":{},"noop":{"max":1}}
+          {"add_comment":{"max":1},"create_pull_request":{"base_branch":"staged","max":1,"title_prefix":"[codeowner] "},"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": "Add a comment to an existing GitHub issue, pull request, or discussion. Use this to provide feedback, answer questions, or add information to an existing conversation. For creating new items, use create_issue, create_discussion, or create_pull_request instead. IMPORTANT: Comments are subject to validation constraints enforced by the MCP server - maximum 65536 characters for the complete comment (including footer which is added automatically), 10 mentions (@username), and 50 links. Exceeding these limits will result in an immediate error with specific guidance. CONSTRAINTS: Maximum 1 comment(s) can be added.",
+              "description": "Add a comment to an existing GitHub issue, pull request, or discussion. Use this to provide feedback, answer questions, or add information to an existing conversation. For creating new items, use create_issue, create_discussion, or create_pull_request instead. IMPORTANT: Comments are subject to validation constraints enforced by the MCP server - maximum 65536 characters for the complete comment (including footer which is added automatically), 10 mentions (@username), and 50 links. Exceeding these limits will result in an immediate error with specific guidance. NOTE: By default, this tool requires discussions:write permission. If your GitHub App lacks Discussions permission, set 'discussions: false' in the workflow's safe-outputs.add-comment configuration to exclude this permission. CONSTRAINTS: Maximum 1 comment(s) can be added.",
               "inputSchema": {
                 "additionalProperties": false,
                 "properties": {
@@ -389,9 +356,25 @@ jobs:
                     "description": "The comment text in Markdown format. This is the 'body' field - do not use 'comment_body' or other variations. Provide helpful, relevant information that adds value to the conversation. CONSTRAINTS: The complete comment (your body text + automatically added footer) must not exceed 65536 characters total. Maximum 10 mentions (@username), maximum 50 links (http/https URLs). A footer (~200-500 characters) is automatically appended with workflow attribution, so leave adequate space. If these limits are exceeded, the tool call will fail with a detailed error message indicating which constraint was violated.",
                     "type": "string"
                   },
+                  "integrity": {
+                    "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").",
+                    "type": "string"
+                  },
                   "item_number": {
-                    "description": "The issue, pull request, or discussion number to comment on. This is the numeric ID from the GitHub URL (e.g., 123 in github.com/owner/repo/issues/123). If omitted, the tool will attempt to resolve the target from the current workflow context (triggering issue, PR, or discussion).",
+                    "description": "The issue, pull request, or discussion number to comment on. This is the numeric ID from the GitHub URL (e.g., 123 in github.com/owner/repo/issues/123). Can also be a temporary_id (e.g., 'aw_abc123') from a previously created issue in the same workflow run. If omitted, the tool auto-targets the issue, PR, or discussion that triggered this workflow. Auto-targeting only works for issue, pull_request, discussion, and comment event triggers — it does NOT work for schedule, workflow_dispatch, push, or workflow_run triggers. For those trigger types, always provide item_number explicitly, or the tool call will fail with an error.",
-                    "type": "number"
+                    "type": [
+                      "number",
+                      "string"
+                    ]
+                  },
+                  "secrecy": {
+                    "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").",
+                    "type": "string"
+                  },
+                  "temporary_id": {
+                    "description": "Unique temporary identifier for this comment. Format: 'aw_' followed by 3 to 12 alphanumeric characters (e.g., 'aw_abc1', 'aw_Test123'). Auto-generated if not provided. The temporary ID is returned in the tool response so you can reference this comment later.",
+                    "pattern": "^aw_[A-Za-z0-9]{3,12}$",
+                    "type": "string"
                   }
                 },
                 "required": [
@@ -414,6 +397,14 @@ jobs:
                     "description": "Source branch name containing the changes. If omitted, uses the current working branch.",
                     "type": "string"
                   },
+                  "draft": {
+                    "description": "Whether to create the PR as a draft. Draft PRs cannot be merged until marked as ready for review. Use mark_pull_request_as_ready_for_review to convert a draft PR. Default: true.",
+                    "type": "boolean"
+                  },
+                  "integrity": {
+                    "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").",
+                    "type": "string"
+                  },
                   "labels": {
                     "description": "Labels to categorize the PR (e.g., 'enhancement', 'bugfix'). Labels must exist in the repository.",
                     "items": {
@@ -421,6 +412,14 @@ jobs:
                     },
                     "type": "array"
                   },
+                  "repo": {
+                    "description": "Target repository in 'owner/repo' format. For multi-repo workflows where the target repo differs from the workflow repo, this must match a repo in the allowed-repos list or the configured target-repo. If omitted, defaults to the configured target-repo (from safe-outputs config), NOT the workflow repository. In most cases, you should omit this parameter and let the system use the configured default.",
+                    "type": "string"
+                  },
+                  "secrecy": {
+                    "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").",
+                    "type": "string"
+                  },
                   "title": {
                     "description": "Concise PR title describing the changes. Follow repository conventions (e.g., conventional commits). The title appears as the main heading.",
                     "type": "string"
@@ -443,10 +442,18 @@ jobs:
                     "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"
@@ -464,9 +471,17 @@ jobs:
               "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": [
@@ -493,9 +508,17 @@ jobs:
                     "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": [],
@@ -518,6 +541,10 @@ jobs:
                 },
                 "item_number": {
                   "issueOrPRNumber": true
+                },
+                "repo": {
+                  "type": "string",
+                  "maxLength": 256
                 }
               }
             },
@@ -536,12 +563,19 @@ jobs:
                   "sanitize": true,
                   "maxLength": 256
                 },
+                "draft": {
+                  "type": "boolean"
+                },
                 "labels": {
                   "type": "array",
                   "itemType": "string",
                   "itemSanitize": true,
                   "itemMaxLength": 128
                 },
+                "repo": {
+                  "type": "string",
+                  "maxLength": 256
+                },
                 "title": {
                   "required": true,
                   "type": "string",
@@ -550,6 +584,31 @@ jobs:
                 }
               }
             },
+            "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": {
@@ -642,10 +701,11 @@ jobs:
           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 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'
+          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:v0.1.8'
           
           mkdir -p /home/runner/.copilot
           cat << GH_AW_MCP_CONFIG_EOF | bash /opt/gh-aw/actions/start_mcp_gateway.sh
@@ -653,7 +713,7 @@ jobs:
             "mcpServers": {
               "github": {
                 "type": "stdio",
-                "container": "ghcr.io/github/github-mcp-server:v0.30.3",
+                "container": "ghcr.io/github/github-mcp-server:v0.32.0",
                 "env": {
                   "GITHUB_LOCKDOWN_MODE": "$GITHUB_MCP_LOCKDOWN",
                   "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}",
@@ -677,17 +737,11 @@ jobs:
             }
           }
           GH_AW_MCP_CONFIG_EOF
-      - name: Generate workflow overview
+      - name: Download activation artifact
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
-          script: |
+          name: activation
-            const { generateWorkflowOverview } = require('/opt/gh-aw/actions/generate_workflow_overview.cjs');
+          path: /tmp/gh-aw
-            await generateWorkflowOverview(core);
-      - name: Download prompt artifact
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        with:
-          name: prompt
-          path: /tmp/gh-aw/aw-prompts
       - name: Clean git credentials
         run: bash /opt/gh-aw/actions/clean_git_credentials.sh
       - name: Execute GitHub Copilot CLI
@@ -696,20 +750,37 @@ jobs:
         timeout-minutes: 20
         run: |
           set -o pipefail
-          sudo -E awf --env-all --container-workdir "${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 0.20.0 --skip-pull --enable-api-proxy \
+          touch /tmp/gh-aw/agent-step-summary.md
-            -- /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 "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --allow-all-paths --share /tmp/gh-aw/sandbox/agent/logs/conversation.md --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"${GH_AW_MODEL_AGENT_COPILOT:+ --model "$GH_AW_MODEL_AGENT_COPILOT"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
+          # shellcheck disable=SC1003
+          sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.23.0 --skip-pull --enable-api-proxy \
+            -- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --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_MODEL_AGENT_COPILOT: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }}
+          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: v0.57.2
+          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_STEP_SUMMARY: ${{ env.GITHUB_STEP_SUMMARY }}
+          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: ${{ github.repository }}
@@ -717,6 +788,7 @@ jobs:
         run: |
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git config --global user.name "github-actions[bot]"
+          git config --global am.keepcr true
           # Re-authenticate git with GitHub token
           SERVER_URL_STRIPPED="${SERVER_URL#https://}"
           git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
@@ -762,9 +834,12 @@ jobs:
           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: Upload Safe Outputs
         if: always()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: safe-output
           path: ${{ env.GH_AW_SAFE_OUTPUTS }}
@@ -786,13 +861,13 @@ jobs:
             await main();
       - name: Upload sanitized agent output
         if: always() && env.GH_AW_AGENT_OUTPUT
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: agent-output
           path: ${{ env.GH_AW_AGENT_OUTPUT }}
           if-no-files-found: warn
       - name: Upload engine output files
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: agent_outputs
           path: |
@@ -837,24 +912,146 @@ jobs:
       - name: Upload agent artifacts
         if: always()
         continue-on-error: true
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         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
+            /tmp/gh-aw/aw-*.patch
           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: "Codeowner Update Agent"
+          WORKFLOW_DESCRIPTION: "Updates the CODEOWNERS file when a maintainer comments #codeowner on a pull request"
+          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 0.23.0 --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: v0.57.2
+          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
+        with:
+          name: threat-detection.log
+          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
-      - detection
       - safe_outputs
     if: (always()) && (needs.agent.result != 'skipped')
     runs-on: ubuntu-slim
@@ -863,22 +1060,27 @@ jobs:
       discussions: write
       issues: write
       pull-requests: write
+    concurrency:
+      group: "gh-aw-conclusion-codeowner-update"
+      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: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
+        id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/
       - name: Setup agent output environment variable
+        if: steps.download-agent-output.outcome == 'success'
         run: |
           mkdir -p /tmp/gh-aw/safeoutputs/
           find "/tmp/gh-aw/safeoutputs/" -type f -print
@@ -888,7 +1090,7 @@ jobs:
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
           GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
-          GH_AW_NOOP_MAX: 1
+          GH_AW_NOOP_MAX: "1"
           GH_AW_WORKFLOW_NAME: "Codeowner Update Agent"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
@@ -919,8 +1121,14 @@ jobs:
           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: "codeowner-update"
-          GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.agent.outputs.secret_verification_result }}
+          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_CODE_PUSH_FAILURE_ERRORS: ${{ needs.safe_outputs.outputs.code_push_failure_errors }}
+          GH_AW_CODE_PUSH_FAILURE_COUNT: ${{ needs.safe_outputs.outputs.code_push_failure_count }}
+          GH_AW_GROUP_REPORTS: "false"
+          GH_AW_FAILURE_REPORT_AS_ISSUE: "true"
+          GH_AW_TIMEOUT_MINUTES: "20"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
@@ -960,113 +1168,15 @@ jobs:
             const { main } = require('/opt/gh-aw/actions/handle_create_pr_error.cjs');
             await main();
 
-  detection:
-    needs: agent
-    if: needs.agent.outputs.output_types != '' || needs.agent.outputs.has_patch == 'true'
-    runs-on: ubuntu-latest
-    permissions: {}
-    timeout-minutes: 10
-    outputs:
-      success: ${{ steps.parse_results.outputs.success }}
-    steps:
-      - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
-        with:
-          destination: /opt/gh-aw/actions
-      - name: Download agent artifacts
-        continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        with:
-          name: agent-artifacts
-          path: /tmp/gh-aw/threat-detection/
-      - name: Download agent output artifact
-        continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        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: "Codeowner Update Agent"
-          WORKFLOW_DESCRIPTION: "Updates the CODEOWNERS file when a maintainer comments #codeowner on 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: ${{ secrets.COPILOT_GITHUB_TOKEN }}
-      - name: Install GitHub Copilot CLI
-        run: /opt/gh-aw/actions/install_copilot_cli.sh 0.0.410
-      - name: Execute GitHub Copilot CLI
-        id: agentic_execution
-        # Copilot CLI tool arguments (sorted):
-        # --allow-tool shell(cat)
-        # --allow-tool shell(grep)
-        # --allow-tool shell(head)
-        # --allow-tool shell(jq)
-        # --allow-tool shell(ls)
-        # --allow-tool shell(tail)
-        # --allow-tool shell(wc)
-        timeout-minutes: 20
-        run: |
-          set -o pipefail
-          COPILOT_CLI_INSTRUCTION="$(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@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
-        with:
-          name: threat-detection.log
-          path: /tmp/gh-aw/threat-detection/detection.log
-          if-no-files-found: ignore
-
   pre_activation:
     if: ${{ contains(github.event.comment.body, '#codeowner') && github.event.issue.pull_request }}
     runs-on: ubuntu-slim
     outputs:
       activated: ${{ steps.check_membership.outputs.is_team_member == 'true' }}
+      matched_command: ''
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Check team membership for workflow
@@ -1086,8 +1196,7 @@ jobs:
     needs:
       - activation
       - agent
-      - detection
+    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.agent.outputs.detection_success == 'true')
-    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.detection.outputs.success == 'true')
     runs-on: ubuntu-slim
     permissions:
       contents: write
@@ -1096,33 +1205,43 @@ jobs:
       pull-requests: write
     timeout-minutes: 15
     env:
+      GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/codeowner-update"
       GH_AW_ENGINE_ID: "copilot"
       GH_AW_WORKFLOW_ID: "codeowner-update"
       GH_AW_WORKFLOW_NAME: "Codeowner Update Agent"
     outputs:
+      code_push_failure_count: ${{ steps.process_safe_outputs.outputs.code_push_failure_count }}
+      code_push_failure_errors: ${{ steps.process_safe_outputs.outputs.code_push_failure_errors }}
+      comment_id: ${{ steps.process_safe_outputs.outputs.comment_id }}
+      comment_url: ${{ steps.process_safe_outputs.outputs.comment_url }}
       create_discussion_error_count: ${{ steps.process_safe_outputs.outputs.create_discussion_error_count }}
       create_discussion_errors: ${{ steps.process_safe_outputs.outputs.create_discussion_errors }}
+      created_pr_number: ${{ steps.process_safe_outputs.outputs.created_pr_number }}
+      created_pr_url: ${{ steps.process_safe_outputs.outputs.created_pr_url }}
       process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
       process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
+          safe-output-custom-tokens: 'true'
       - name: Download agent output artifact
+        id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/
       - name: Setup agent output environment variable
+        if: steps.download-agent-output.outcome == 'success'
         run: |
           mkdir -p /tmp/gh-aw/safeoutputs/
           find "/tmp/gh-aw/safeoutputs/" -type f -print
           echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/safeoutputs/agent_output.json" >> "$GITHUB_ENV"
       - name: Download patch artifact
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
           name: agent-artifacts
           path: /tmp/gh-aw/
@@ -1130,6 +1249,7 @@ jobs:
         if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (contains(needs.agent.outputs.output_types, 'create_pull_request'))
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
+          ref: staged
           token: ${{ secrets.GH_AW_CODEOWNER_PR_TOKEN }}
           persist-credentials: false
           fetch-depth: 1
@@ -1142,6 +1262,7 @@ jobs:
         run: |
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git config --global user.name "github-actions[bot]"
+          git config --global am.keepcr true
           # Re-authenticate git with GitHub token
           SERVER_URL_STRIPPED="${SERVER_URL#https://}"
           git remote set-url origin "https://x-access-token:${GIT_TOKEN}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
@@ -1151,7 +1272,12 @@ jobs:
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
           GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
-          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"add_comment\":{\"max\":1},\"create_pull_request\":{\"base_branch\":\"staged\",\"draft\":false,\"max\":1,\"max_patch_size\":1024,\"title_prefix\":\"[codeowner] \"},\"missing_data\":{},\"missing_tool\":{}}"
+          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: ${{ github.api_url }}
+          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"add_comment\":{\"max\":1},\"create_pull_request\":{\"base_branch\":\"staged\",\"draft\":false,\"github-token\":\"${{ secrets.GH_AW_CODEOWNER_PR_TOKEN }}\",\"max\":1,\"max_patch_size\":1024,\"protected_files\":[\"package.json\",\"bun.lockb\",\"bunfig.toml\",\"deno.json\",\"deno.jsonc\",\"deno.lock\",\"global.json\",\"NuGet.Config\",\"Directory.Packages.props\",\"mix.exs\",\"mix.lock\",\"go.mod\",\"go.sum\",\"stack.yaml\",\"stack.yaml.lock\",\"pom.xml\",\"build.gradle\",\"build.gradle.kts\",\"settings.gradle\",\"settings.gradle.kts\",\"gradle.properties\",\"package-lock.json\",\"yarn.lock\",\"pnpm-lock.yaml\",\"npm-shrinkwrap.json\",\"requirements.txt\",\"Pipfile\",\"Pipfile.lock\",\"pyproject.toml\",\"setup.py\",\"setup.cfg\",\"Gemfile\",\"Gemfile.lock\",\"uv.lock\",\"AGENTS.md\"],\"protected_path_prefixes\":[\".github/\",\".agents/\"],\"title_prefix\":\"[codeowner] \"},\"missing_data\":{},\"missing_tool\":{}}"
+          GH_AW_CI_TRIGGER_TOKEN: ${{ secrets.GH_AW_CI_TRIGGER_TOKEN }}
+          GITHUB_TOKEN: ${{ secrets.GH_AW_CODEOWNER_PR_TOKEN }}
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
@@ -1159,4 +1285,11 @@ jobs:
             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
+        with:
+          name: safe-output-items
+          path: /tmp/safe-output-items.jsonl
+          if-no-files-found: warn
 

.github/workflows/copilot-setup-steps.yml

@@ -0,0 +1,26 @@
+name: "Copilot Setup Steps"
+
+# This workflow configures the environment for GitHub Copilot Agent with gh-aw MCP server
+on:
+  workflow_dispatch:
+  push:
+    paths:
+      - .github/workflows/copilot-setup-steps.yml
+
+jobs:
+  # The job MUST be called 'copilot-setup-steps' to be recognized by GitHub Copilot Agent
+  copilot-setup-steps:
+    runs-on: ubuntu-latest
+
+    # Set minimal permissions for setup steps
+    # Copilot Agent receives its own token with appropriate permissions
+    permissions:
+      contents: read
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v6
+      - name: Install gh-aw extension
+        uses: github/gh-aw/actions/setup-cli@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
+        with:
+          version: v0.57.2

.github/workflows/duplicate-resource-detector.lock.yml

@@ -13,7 +13,7 @@
 # \  /\  / (_) | | | | ( | | | | (_) \ V  V /\__ \
 #  \/  \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
 #
-# This file was automatically generated by gh-aw (v0.45.7). DO NOT EDIT.
+# This file was automatically generated by gh-aw (v0.57.2). DO NOT EDIT.
 #
 # To update this file, edit the corresponding .md file and run:
 #   gh aw compile
@@ -23,7 +23,7 @@
 #
 # Weekly scan of agents, instructions, and skills to identify potential duplicate resources and report them for review
 #
-# gh-aw-metadata: {"schema_version":"v1","frontmatter_hash":"ff58c3ff9cf9181e74e682ba6117a448bb9a2a9e52c012dc53d86d7697f3b565"}
+# gh-aw-metadata: {"schema_version":"v2","frontmatter_hash":"ff58c3ff9cf9181e74e682ba6117a448bb9a2a9e52c012dc53d86d7697f3b565","compiler_version":"v0.57.2","strict":true}
 
 name: "Duplicate Resource Detector"
 "on":
@@ -47,19 +47,51 @@ jobs:
     outputs:
       comment_id: ""
       comment_repo: ""
+      model: ${{ steps.generate_aw_info.outputs.model }}
+      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         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_CLI_VERSION: "v0.57.2"
+          GH_AW_INFO_WORKFLOW_NAME: "Duplicate Resource Detector"
+          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: "v0.23.0"
+          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
-          persist-credentials: false
       - name: Check workflow file timestamps
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
@@ -84,41 +116,18 @@ jobs:
           GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
         run: |
           bash /opt/gh-aw/actions/create_prompt_first.sh
-          cat << 'GH_AW_PROMPT_EOF' > "$GH_AW_PROMPT"
+          {
+          cat << 'GH_AW_PROMPT_EOF'
           <system>
           GH_AW_PROMPT_EOF
-          cat "/opt/gh-aw/prompts/xpia.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/xpia.md"
-          cat "/opt/gh-aw/prompts/temp_folder_prompt.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/temp_folder_prompt.md"
-          cat "/opt/gh-aw/prompts/markdown.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/markdown.md"
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/safe_outputs_prompt.md"
-          <safe-outputs>
+          cat << 'GH_AW_PROMPT_EOF'
-          <description>GitHub API Access Instructions</description>
+          <safe-output-tools>
-          <important>
+          Tools: create_issue, missing_tool, missing_data, noop
-          The gh CLI is NOT authenticated. Do NOT use gh commands for GitHub operations.
+          </safe-output-tools>
-          </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__ }}
@@ -148,12 +157,13 @@ jobs:
           </github-context>
           
           GH_AW_PROMPT_EOF
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat << 'GH_AW_PROMPT_EOF'
           </system>
           GH_AW_PROMPT_EOF
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat << 'GH_AW_PROMPT_EOF'
           {{#runtime-import .github/workflows/duplicate-resource-detector.md}}
           GH_AW_PROMPT_EOF
+          } > "$GH_AW_PROMPT"
       - name: Interpolate variables and render templates
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
@@ -176,8 +186,6 @@ jobs:
           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 }}
-          GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: ${{ needs.pre_activation.outputs.matched_command }}
         with:
           script: |
             const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
@@ -196,9 +204,7 @@ jobs:
                 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_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE
-                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED,
-                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND
               }
             });
       - name: Validate prompt placeholders
@@ -209,12 +215,14 @@ jobs:
         env:
           GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
         run: bash /opt/gh-aw/actions/print_prompt_summary.sh
-      - name: Upload prompt artifact
+      - name: Upload activation artifact
         if: success()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
-          name: prompt
+          name: activation
-          path: /tmp/gh-aw/aw-prompts/prompt.txt
+          path: |
+            /tmp/gh-aw/aw_info.json
+            /tmp/gh-aw/aw-prompts/prompt.txt
           retention-days: 1
 
   agent:
@@ -237,14 +245,16 @@ jobs:
       GH_AW_WORKFLOW_ID_SANITIZED: duplicateresourcedetector
     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 }}
-      model: ${{ steps.generate_aw_info.outputs.model }}
+      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 }}
-      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Checkout repository
@@ -260,6 +270,7 @@ jobs:
         run: |
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git config --global user.name "github-actions[bot]"
+          git config --global am.keepcr true
           # Re-authenticate git with GitHub token
           SERVER_URL_STRIPPED="${SERVER_URL#https://}"
           git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
@@ -267,7 +278,7 @@ jobs:
       - name: Checkout PR branch
         id: checkout-pr
         if: |
-          github.event.pull_request
+          (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 }}
@@ -278,59 +289,10 @@ jobs:
             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: "0.0.410",
-              cli_version: "v0.45.7",
-              workflow_name: "Duplicate Resource Detector",
-              experimental: false,
-              supports_tools_allowlist: 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"],
-              firewall_enabled: true,
-              awf_version: "v0.20.0",
-              awmg_version: "v0.1.4",
-              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 0.0.410
+        run: /opt/gh-aw/actions/install_copilot_cli.sh latest
       - name: Install awf binary
-        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.20.0
+        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.23.0
       - name: Determine automatic lockdown mode for GitHub MCP Server
         id: determine-automatic-lockdown
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
@@ -342,7 +304,7 @@ jobs:
             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:0.20.0 ghcr.io/github/gh-aw-firewall/api-proxy:0.20.0 ghcr.io/github/gh-aw-firewall/squid:0.20.0 ghcr.io/github/gh-aw-mcpg:v0.1.4 ghcr.io/github/github-mcp-server:v0.30.3 node:lts-alpine
+        run: bash /opt/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.23.0 ghcr.io/github/gh-aw-firewall/api-proxy:0.23.0 ghcr.io/github/gh-aw-firewall/squid:0.23.0 ghcr.io/github/gh-aw-mcpg:v0.1.8 ghcr.io/github/github-mcp-server:v0.32.0 node:lts-alpine
       - name: Write Safe Outputs Config
         run: |
           mkdir -p /opt/gh-aw/safeoutputs
@@ -354,7 +316,7 @@ jobs:
           cat > /opt/gh-aw/safeoutputs/tools.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_EOF'
           [
             {
-              "description": "Create a new GitHub issue for tracking bugs, feature requests, or tasks. Use this for actionable work items that need assignment, labeling, and status tracking. For reports, announcements, or status updates that don't require task tracking, use create_discussion instead. CONSTRAINTS: Maximum 1 issue(s) can be created. Labels [duplicate-review] will be automatically added.",
+              "description": "Create a new GitHub issue for tracking bugs, feature requests, or tasks. Use this for actionable work items that need assignment, labeling, and status tracking. For reports, announcements, or status updates that don't require task tracking, use create_discussion instead. CONSTRAINTS: Maximum 1 issue(s) can be created. Labels [\"duplicate-review\"] will be automatically added.",
               "inputSchema": {
                 "additionalProperties": false,
                 "properties": {
@@ -362,6 +324,10 @@ jobs:
                     "description": "Detailed issue description in Markdown. Do NOT repeat the title as a heading since it already appears as the issue's h1. Include context, reproduction steps, or acceptance criteria as appropriate.",
                     "type": "string"
                   },
+                  "integrity": {
+                    "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").",
+                    "type": "string"
+                  },
                   "labels": {
                     "description": "Labels to categorize the issue (e.g., 'bug', 'enhancement'). Labels must exist in the repository.",
                     "items": {
@@ -376,9 +342,13 @@ jobs:
                       "string"
                     ]
                   },
+                  "secrecy": {
+                    "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").",
+                    "type": "string"
+                  },
                   "temporary_id": {
-                    "description": "Unique temporary identifier for referencing this issue before it's created. Format: 'aw_' followed by 3 to 8 alphanumeric characters (e.g., 'aw_abc1', 'aw_Test123'). Use '#aw_ID' in body text to reference other issues by their temporary_id; these are replaced with actual issue numbers after creation.",
+                    "description": "Unique temporary identifier for referencing this issue before it's created. Format: 'aw_' followed by 3 to 12 alphanumeric characters (e.g., 'aw_abc1', 'aw_Test123'). Use '#aw_ID' in body text to reference other issues by their temporary_id; these are replaced with actual issue numbers after creation.",
-                    "pattern": "^aw_[A-Za-z0-9]{3,8}$",
+                    "pattern": "^aw_[A-Za-z0-9]{3,12}$",
                     "type": "string"
                   },
                   "title": {
@@ -403,10 +373,18 @@ jobs:
                     "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"
@@ -424,9 +402,17 @@ jobs:
               "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": [
@@ -453,9 +439,17 @@ jobs:
                     "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": [],
@@ -500,6 +494,31 @@ jobs:
                 }
               }
             },
+            "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": {
@@ -592,10 +611,11 @@ jobs:
           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 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'
+          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:v0.1.8'
           
           mkdir -p /home/runner/.copilot
           cat << GH_AW_MCP_CONFIG_EOF | bash /opt/gh-aw/actions/start_mcp_gateway.sh
@@ -603,7 +623,7 @@ jobs:
             "mcpServers": {
               "github": {
                 "type": "stdio",
-                "container": "ghcr.io/github/github-mcp-server:v0.30.3",
+                "container": "ghcr.io/github/github-mcp-server:v0.32.0",
                 "env": {
                   "GITHUB_LOCKDOWN_MODE": "$GITHUB_MCP_LOCKDOWN",
                   "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}",
@@ -627,17 +647,11 @@ jobs:
             }
           }
           GH_AW_MCP_CONFIG_EOF
-      - name: Generate workflow overview
+      - name: Download activation artifact
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
-          script: |
+          name: activation
-            const { generateWorkflowOverview } = require('/opt/gh-aw/actions/generate_workflow_overview.cjs');
+          path: /tmp/gh-aw
-            await generateWorkflowOverview(core);
-      - name: Download prompt artifact
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        with:
-          name: prompt
-          path: /tmp/gh-aw/aw-prompts
       - name: Clean git credentials
         run: bash /opt/gh-aw/actions/clean_git_credentials.sh
       - name: Execute GitHub Copilot CLI
@@ -646,20 +660,37 @@ jobs:
         timeout-minutes: 20
         run: |
           set -o pipefail
-          sudo -E awf --env-all --container-workdir "${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 0.20.0 --skip-pull --enable-api-proxy \
+          touch /tmp/gh-aw/agent-step-summary.md
-            -- /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 "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --allow-all-paths --share /tmp/gh-aw/sandbox/agent/logs/conversation.md --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"${GH_AW_MODEL_AGENT_COPILOT:+ --model "$GH_AW_MODEL_AGENT_COPILOT"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
+          # shellcheck disable=SC1003
+          sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.23.0 --skip-pull --enable-api-proxy \
+            -- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --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_MODEL_AGENT_COPILOT: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }}
+          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: v0.57.2
+          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_STEP_SUMMARY: ${{ env.GITHUB_STEP_SUMMARY }}
+          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: ${{ github.repository }}
@@ -667,6 +698,7 @@ jobs:
         run: |
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git config --global user.name "github-actions[bot]"
+          git config --global am.keepcr true
           # Re-authenticate git with GitHub token
           SERVER_URL_STRIPPED="${SERVER_URL#https://}"
           git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
@@ -712,9 +744,12 @@ jobs:
           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: Upload Safe Outputs
         if: always()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: safe-output
           path: ${{ env.GH_AW_SAFE_OUTPUTS }}
@@ -736,13 +771,13 @@ jobs:
             await main();
       - name: Upload sanitized agent output
         if: always() && env.GH_AW_AGENT_OUTPUT
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: agent-output
           path: ${{ env.GH_AW_AGENT_OUTPUT }}
           if-no-files-found: warn
       - name: Upload engine output files
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: agent_outputs
           path: |
@@ -787,45 +822,172 @@ jobs:
       - name: Upload agent artifacts
         if: always()
         continue-on-error: true
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         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/
           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: "Duplicate Resource Detector"
+          WORKFLOW_DESCRIPTION: "Weekly scan of agents, instructions, and skills to identify potential duplicate resources and report them for review"
+          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 0.23.0 --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: v0.57.2
+          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
+        with:
+          name: threat-detection.log
+          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
-      - detection
       - safe_outputs
     if: (always()) && (needs.agent.result != 'skipped')
     runs-on: ubuntu-slim
     permissions:
       contents: read
       issues: write
+    concurrency:
+      group: "gh-aw-conclusion-duplicate-resource-detector"
+      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: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
+        id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/
       - name: Setup agent output environment variable
+        if: steps.download-agent-output.outcome == 'success'
         run: |
           mkdir -p /tmp/gh-aw/safeoutputs/
           find "/tmp/gh-aw/safeoutputs/" -type f -print
@@ -835,7 +997,7 @@ jobs:
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
           GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
-          GH_AW_NOOP_MAX: 1
+          GH_AW_NOOP_MAX: "1"
           GH_AW_WORKFLOW_NAME: "Duplicate Resource Detector"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
@@ -866,8 +1028,12 @@ jobs:
           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: "duplicate-resource-detector"
-          GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.agent.outputs.secret_verification_result }}
+          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_GROUP_REPORTS: "false"
+          GH_AW_FAILURE_REPORT_AS_ISSUE: "true"
+          GH_AW_TIMEOUT_MINUTES: "20"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
@@ -893,138 +1059,42 @@ jobs:
             const { main } = require('/opt/gh-aw/actions/handle_noop_message.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@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
-        with:
-          destination: /opt/gh-aw/actions
-      - name: Download agent artifacts
-        continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        with:
-          name: agent-artifacts
-          path: /tmp/gh-aw/threat-detection/
-      - name: Download agent output artifact
-        continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        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: "Duplicate Resource Detector"
-          WORKFLOW_DESCRIPTION: "Weekly scan of agents, instructions, and skills to identify potential duplicate resources and report them for review"
-          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: ${{ secrets.COPILOT_GITHUB_TOKEN }}
-      - name: Install GitHub Copilot CLI
-        run: /opt/gh-aw/actions/install_copilot_cli.sh 0.0.410
-      - name: Execute GitHub Copilot CLI
-        id: agentic_execution
-        # Copilot CLI tool arguments (sorted):
-        # --allow-tool shell(cat)
-        # --allow-tool shell(grep)
-        # --allow-tool shell(head)
-        # --allow-tool shell(jq)
-        # --allow-tool shell(ls)
-        # --allow-tool shell(tail)
-        # --allow-tool shell(wc)
-        timeout-minutes: 20
-        run: |
-          set -o pipefail
-          COPILOT_CLI_INSTRUCTION="$(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: ${{ github.workspace }}
-          XDG_CONFIG_HOME: /home/runner
-      - name: Parse threat detection results
-        id: parse_results
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
-        with:
-          script: |
-            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
-            setupGlobals(core, github, context, exec, io);
-            const { main } = require('/opt/gh-aw/actions/parse_threat_detection_results.cjs');
-            await main();
-      - name: Upload threat detection log
-        if: always()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
-        with:
-          name: threat-detection.log
-          path: /tmp/gh-aw/threat-detection/detection.log
-          if-no-files-found: ignore
-
   safe_outputs:
-    needs:
+    needs: agent
-      - agent
+    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.agent.outputs.detection_success == 'true')
-      - detection
-    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.detection.outputs.success == 'true')
     runs-on: ubuntu-slim
     permissions:
       contents: read
       issues: write
     timeout-minutes: 15
     env:
+      GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/duplicate-resource-detector"
       GH_AW_ENGINE_ID: "copilot"
       GH_AW_WORKFLOW_ID: "duplicate-resource-detector"
       GH_AW_WORKFLOW_NAME: "Duplicate Resource Detector"
     outputs:
+      code_push_failure_count: ${{ steps.process_safe_outputs.outputs.code_push_failure_count }}
+      code_push_failure_errors: ${{ steps.process_safe_outputs.outputs.code_push_failure_errors }}
       create_discussion_error_count: ${{ steps.process_safe_outputs.outputs.create_discussion_error_count }}
       create_discussion_errors: ${{ steps.process_safe_outputs.outputs.create_discussion_errors }}
+      created_issue_number: ${{ steps.process_safe_outputs.outputs.created_issue_number }}
+      created_issue_url: ${{ steps.process_safe_outputs.outputs.created_issue_url }}
       process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
       process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
+        id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/
       - name: Setup agent output environment variable
+        if: steps.download-agent-output.outcome == 'success'
         run: |
           mkdir -p /tmp/gh-aw/safeoutputs/
           find "/tmp/gh-aw/safeoutputs/" -type f -print
@@ -1034,6 +1104,9 @@ jobs:
         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_issue\":{\"close_older_issues\":true,\"labels\":[\"duplicate-review\"],\"max\":1},\"missing_data\":{},\"missing_tool\":{}}"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
@@ -1042,4 +1115,11 @@ jobs:
             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
+        with:
+          name: safe-output-items
+          path: /tmp/safe-output-items.jsonl
+          if-no-files-found: warn
 

.github/workflows/pr-duplicate-check.lock.yml

@@ -13,7 +13,7 @@
 # \  /\  / (_) | | | | ( | | | | (_) \ V  V /\__ \
 #  \/  \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
 #
-# This file was automatically generated by gh-aw (v0.45.7). DO NOT EDIT.
+# This file was automatically generated by gh-aw (v0.57.2). DO NOT EDIT.
 #
 # To update this file, edit the corresponding .md file and run:
 #   gh aw compile
@@ -23,7 +23,7 @@
 #
 # Checks PRs for potential duplicate agents, instructions, skills, and workflows already in the repository
 #
-# gh-aw-metadata: {"schema_version":"v1","frontmatter_hash":"347e8e65bbb5c579929bf7b95fc496a3f69e64421481fa3a3c06c56f8d0b84a6"}
+# gh-aw-metadata: {"schema_version":"v2","frontmatter_hash":"becfe3455b339f84e723cebea7f5ee69b60955002cdac64d47fc889fce848ebe","compiler_version":"v0.57.2","strict":true}
 
 name: "PR Duplicate Check"
 "on":
@@ -36,31 +36,70 @@ name: "PR Duplicate Check"
 permissions: {}
 
 concurrency:
-  group: "gh-aw-${{ github.workflow }}-${{ github.event.pull_request.number }}"
+  group: "gh-aw-${{ github.workflow }}-${{ github.event.pull_request.number || github.ref || github.run_id }}"
+  cancel-in-progress: true
 
 run-name: "PR Duplicate Check"
 
 jobs:
   activation:
+    needs: pre_activation
+    if: >
+      (needs.pre_activation.outputs.activated == 'true') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.id == github.repository_id))
     runs-on: ubuntu-slim
     permissions:
       contents: read
     outputs:
+      body: ${{ steps.sanitized.outputs.body }}
       comment_id: ""
       comment_repo: ""
+      model: ${{ steps.generate_aw_info.outputs.model }}
+      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
+      text: ${{ steps.sanitized.outputs.text }}
+      title: ${{ steps.sanitized.outputs.title }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         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_CLI_VERSION: "v0.57.2"
+          GH_AW_INFO_WORKFLOW_NAME: "PR Duplicate Check"
+          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: "v0.23.0"
+          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
-          persist-credentials: false
       - name: Check workflow file timestamps
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
@@ -71,6 +110,15 @@ jobs:
             setupGlobals(core, github, context, exec, io);
             const { main } = require('/opt/gh-aw/actions/check_workflow_timestamp_api.cjs');
             await main();
+      - name: Compute current body text
+        id: sanitized
+        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/compute_text.cjs');
+            await main();
       - name: Create prompt with built-in context
         env:
           GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
@@ -85,41 +133,18 @@ jobs:
           GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
         run: |
           bash /opt/gh-aw/actions/create_prompt_first.sh
-          cat << 'GH_AW_PROMPT_EOF' > "$GH_AW_PROMPT"
+          {
+          cat << 'GH_AW_PROMPT_EOF'
           <system>
           GH_AW_PROMPT_EOF
-          cat "/opt/gh-aw/prompts/xpia.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/xpia.md"
-          cat "/opt/gh-aw/prompts/temp_folder_prompt.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/temp_folder_prompt.md"
-          cat "/opt/gh-aw/prompts/markdown.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/markdown.md"
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/safe_outputs_prompt.md"
-          <safe-outputs>
+          cat << 'GH_AW_PROMPT_EOF'
-          <description>GitHub API Access Instructions</description>
+          <safe-output-tools>
-          <important>
+          Tools: add_comment, missing_tool, missing_data, noop
-          The gh CLI is NOT authenticated. Do NOT use gh commands for GitHub operations.
+          </safe-output-tools>
-          </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__ }}
@@ -149,19 +174,18 @@ jobs:
           </github-context>
           
           GH_AW_PROMPT_EOF
-          if [ "$GITHUB_EVENT_NAME" = "pull_request" ]; then
+          cat << 'GH_AW_PROMPT_EOF'
-            cat "/opt/gh-aw/prompts/pr_context_prompt.md" >> "$GH_AW_PROMPT"
-          fi
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
           </system>
           GH_AW_PROMPT_EOF
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat << 'GH_AW_PROMPT_EOF'
           {{#runtime-import .github/workflows/pr-duplicate-check.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
+          GH_AW_GITHUB_EVENT_PULL_REQUEST_NUMBER: ${{ github.event.pull_request.number }}
         with:
           script: |
             const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
@@ -181,7 +205,6 @@ jobs:
           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 }}
-          GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: ${{ needs.pre_activation.outputs.matched_command }}
         with:
           script: |
             const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
@@ -201,8 +224,7 @@ jobs:
                 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,
+                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED
-                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND
               }
             });
       - name: Validate prompt placeholders
@@ -213,12 +235,14 @@ jobs:
         env:
           GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
         run: bash /opt/gh-aw/actions/print_prompt_summary.sh
-      - name: Upload prompt artifact
+      - name: Upload activation artifact
         if: success()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
-          name: prompt
+          name: activation
-          path: /tmp/gh-aw/aw-prompts/prompt.txt
+          path: |
+            /tmp/gh-aw/aw_info.json
+            /tmp/gh-aw/aw-prompts/prompt.txt
           retention-days: 1
 
   agent:
@@ -226,10 +250,7 @@ jobs:
     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: ""
@@ -242,14 +263,16 @@ jobs:
       GH_AW_WORKFLOW_ID_SANITIZED: prduplicatecheck
     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 }}
-      model: ${{ steps.generate_aw_info.outputs.model }}
+      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 }}
-      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Checkout repository
@@ -265,6 +288,7 @@ jobs:
         run: |
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git config --global user.name "github-actions[bot]"
+          git config --global am.keepcr true
           # Re-authenticate git with GitHub token
           SERVER_URL_STRIPPED="${SERVER_URL#https://}"
           git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
@@ -272,7 +296,7 @@ jobs:
       - name: Checkout PR branch
         id: checkout-pr
         if: |
-          github.event.pull_request
+          (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 }}
@@ -283,59 +307,10 @@ jobs:
             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: "0.0.410",
-              cli_version: "v0.45.7",
-              workflow_name: "PR Duplicate Check",
-              experimental: false,
-              supports_tools_allowlist: 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"],
-              firewall_enabled: true,
-              awf_version: "v0.20.0",
-              awmg_version: "v0.1.4",
-              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 0.0.410
+        run: /opt/gh-aw/actions/install_copilot_cli.sh latest
       - name: Install awf binary
-        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.20.0
+        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.23.0
       - name: Determine automatic lockdown mode for GitHub MCP Server
         id: determine-automatic-lockdown
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
@@ -347,19 +322,19 @@ jobs:
             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:0.20.0 ghcr.io/github/gh-aw-firewall/api-proxy:0.20.0 ghcr.io/github/gh-aw-firewall/squid:0.20.0 ghcr.io/github/gh-aw-mcpg:v0.1.4 ghcr.io/github/github-mcp-server:v0.30.3 node:lts-alpine
+        run: bash /opt/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.23.0 ghcr.io/github/gh-aw-firewall/api-proxy:0.23.0 ghcr.io/github/gh-aw-firewall/squid:0.23.0 ghcr.io/github/gh-aw-mcpg:v0.1.8 ghcr.io/github/github-mcp-server:v0.32.0 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'
-          {"add_comment":{"max":1,"update_comment":true},"missing_data":{},"missing_tool":{},"noop":{"max":1}}
+          {"add_comment":{"max":1},"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": "Add a comment to an existing GitHub issue, pull request, or discussion. Use this to provide feedback, answer questions, or add information to an existing conversation. For creating new items, use create_issue, create_discussion, or create_pull_request instead. IMPORTANT: Comments are subject to validation constraints enforced by the MCP server - maximum 65536 characters for the complete comment (including footer which is added automatically), 10 mentions (@username), and 50 links. Exceeding these limits will result in an immediate error with specific guidance. CONSTRAINTS: Maximum 1 comment(s) can be added.",
+              "description": "Add a comment to an existing GitHub issue, pull request, or discussion. Use this to provide feedback, answer questions, or add information to an existing conversation. For creating new items, use create_issue, create_discussion, or create_pull_request instead. IMPORTANT: Comments are subject to validation constraints enforced by the MCP server - maximum 65536 characters for the complete comment (including footer which is added automatically), 10 mentions (@username), and 50 links. Exceeding these limits will result in an immediate error with specific guidance. NOTE: By default, this tool requires discussions:write permission. If your GitHub App lacks Discussions permission, set 'discussions: false' in the workflow's safe-outputs.add-comment configuration to exclude this permission. CONSTRAINTS: Maximum 1 comment(s) can be added.",
               "inputSchema": {
                 "additionalProperties": false,
                 "properties": {
@@ -367,9 +342,25 @@ jobs:
                     "description": "The comment text in Markdown format. This is the 'body' field - do not use 'comment_body' or other variations. Provide helpful, relevant information that adds value to the conversation. CONSTRAINTS: The complete comment (your body text + automatically added footer) must not exceed 65536 characters total. Maximum 10 mentions (@username), maximum 50 links (http/https URLs). A footer (~200-500 characters) is automatically appended with workflow attribution, so leave adequate space. If these limits are exceeded, the tool call will fail with a detailed error message indicating which constraint was violated.",
                     "type": "string"
                   },
+                  "integrity": {
+                    "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").",
+                    "type": "string"
+                  },
                   "item_number": {
-                    "description": "The issue, pull request, or discussion number to comment on. This is the numeric ID from the GitHub URL (e.g., 123 in github.com/owner/repo/issues/123). If omitted, the tool will attempt to resolve the target from the current workflow context (triggering issue, PR, or discussion).",
+                    "description": "The issue, pull request, or discussion number to comment on. This is the numeric ID from the GitHub URL (e.g., 123 in github.com/owner/repo/issues/123). Can also be a temporary_id (e.g., 'aw_abc123') from a previously created issue in the same workflow run. If omitted, the tool auto-targets the issue, PR, or discussion that triggered this workflow. Auto-targeting only works for issue, pull_request, discussion, and comment event triggers — it does NOT work for schedule, workflow_dispatch, push, or workflow_run triggers. For those trigger types, always provide item_number explicitly, or the tool call will fail with an error.",
-                    "type": "number"
+                    "type": [
+                      "number",
+                      "string"
+                    ]
+                  },
+                  "secrecy": {
+                    "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").",
+                    "type": "string"
+                  },
+                  "temporary_id": {
+                    "description": "Unique temporary identifier for this comment. Format: 'aw_' followed by 3 to 12 alphanumeric characters (e.g., 'aw_abc1', 'aw_Test123'). Auto-generated if not provided. The temporary ID is returned in the tool response so you can reference this comment later.",
+                    "pattern": "^aw_[A-Za-z0-9]{3,12}$",
+                    "type": "string"
                   }
                 },
                 "required": [
@@ -388,10 +379,18 @@ jobs:
                     "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"
@@ -409,9 +408,17 @@ jobs:
               "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": [
@@ -438,9 +445,17 @@ jobs:
                     "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": [],
@@ -463,6 +478,35 @@ jobs:
                 },
                 "item_number": {
                   "issueOrPRNumber": true
+                },
+                "repo": {
+                  "type": "string",
+                  "maxLength": 256
+                }
+              }
+            },
+            "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
                 }
               }
             },
@@ -558,10 +602,11 @@ jobs:
           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 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'
+          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:v0.1.8'
           
           mkdir -p /home/runner/.copilot
           cat << GH_AW_MCP_CONFIG_EOF | bash /opt/gh-aw/actions/start_mcp_gateway.sh
@@ -569,7 +614,7 @@ jobs:
             "mcpServers": {
               "github": {
                 "type": "stdio",
-                "container": "ghcr.io/github/github-mcp-server:v0.30.3",
+                "container": "ghcr.io/github/github-mcp-server:v0.32.0",
                 "env": {
                   "GITHUB_LOCKDOWN_MODE": "$GITHUB_MCP_LOCKDOWN",
                   "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}",
@@ -593,17 +638,11 @@ jobs:
             }
           }
           GH_AW_MCP_CONFIG_EOF
-      - name: Generate workflow overview
+      - name: Download activation artifact
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
-          script: |
+          name: activation
-            const { generateWorkflowOverview } = require('/opt/gh-aw/actions/generate_workflow_overview.cjs');
+          path: /tmp/gh-aw
-            await generateWorkflowOverview(core);
-      - name: Download prompt artifact
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        with:
-          name: prompt
-          path: /tmp/gh-aw/aw-prompts
       - name: Clean git credentials
         run: bash /opt/gh-aw/actions/clean_git_credentials.sh
       - name: Execute GitHub Copilot CLI
@@ -612,20 +651,37 @@ jobs:
         timeout-minutes: 20
         run: |
           set -o pipefail
-          sudo -E awf --env-all --container-workdir "${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 0.20.0 --skip-pull --enable-api-proxy \
+          touch /tmp/gh-aw/agent-step-summary.md
-            -- /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 "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --allow-all-paths --share /tmp/gh-aw/sandbox/agent/logs/conversation.md --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"${GH_AW_MODEL_AGENT_COPILOT:+ --model "$GH_AW_MODEL_AGENT_COPILOT"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
+          # shellcheck disable=SC1003
+          sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.23.0 --skip-pull --enable-api-proxy \
+            -- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --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_MODEL_AGENT_COPILOT: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }}
+          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: v0.57.2
+          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_STEP_SUMMARY: ${{ env.GITHUB_STEP_SUMMARY }}
+          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: ${{ github.repository }}
@@ -633,6 +689,7 @@ jobs:
         run: |
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git config --global user.name "github-actions[bot]"
+          git config --global am.keepcr true
           # Re-authenticate git with GitHub token
           SERVER_URL_STRIPPED="${SERVER_URL#https://}"
           git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
@@ -678,9 +735,12 @@ jobs:
           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: Upload Safe Outputs
         if: always()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: safe-output
           path: ${{ env.GH_AW_SAFE_OUTPUTS }}
@@ -702,13 +762,13 @@ jobs:
             await main();
       - name: Upload sanitized agent output
         if: always() && env.GH_AW_AGENT_OUTPUT
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: agent-output
           path: ${{ env.GH_AW_AGENT_OUTPUT }}
           if-no-files-found: warn
       - name: Upload engine output files
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: agent_outputs
           path: |
@@ -753,45 +813,174 @@ jobs:
       - name: Upload agent artifacts
         if: always()
         continue-on-error: true
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         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/
           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: "PR Duplicate Check"
+          WORKFLOW_DESCRIPTION: "Checks PRs for potential duplicate agents, instructions, skills, and workflows already in the repository"
+          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 0.23.0 --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: v0.57.2
+          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
+        with:
+          name: threat-detection.log
+          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
-      - detection
       - safe_outputs
     if: (always()) && (needs.agent.result != 'skipped')
     runs-on: ubuntu-slim
     permissions:
       contents: read
+      discussions: write
       issues: write
+      pull-requests: write
+    concurrency:
+      group: "gh-aw-conclusion-pr-duplicate-check"
+      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: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
+        id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/
       - name: Setup agent output environment variable
+        if: steps.download-agent-output.outcome == 'success'
         run: |
           mkdir -p /tmp/gh-aw/safeoutputs/
           find "/tmp/gh-aw/safeoutputs/" -type f -print
@@ -801,7 +990,7 @@ jobs:
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
           GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
-          GH_AW_NOOP_MAX: 1
+          GH_AW_NOOP_MAX: "1"
           GH_AW_WORKFLOW_NAME: "PR Duplicate Check"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
@@ -832,8 +1021,12 @@ jobs:
           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: "pr-duplicate-check"
-          GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.agent.outputs.secret_verification_result }}
+          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_GROUP_REPORTS: "false"
+          GH_AW_FAILURE_REPORT_AS_ISSUE: "true"
+          GH_AW_TIMEOUT_MINUTES: "20"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
@@ -859,139 +1052,68 @@ jobs:
             const { main } = require('/opt/gh-aw/actions/handle_noop_message.cjs');
             await main();
 
-  detection:
+  pre_activation:
-    needs: agent
+    if: (github.event_name != 'pull_request') || (github.event.pull_request.head.repo.id == github.repository_id)
-    if: needs.agent.outputs.output_types != '' || needs.agent.outputs.has_patch == 'true'
+    runs-on: ubuntu-slim
-    runs-on: ubuntu-latest
-    permissions: {}
-    concurrency:
-      group: "gh-aw-copilot-${{ github.workflow }}"
-    timeout-minutes: 10
     outputs:
-      success: ${{ steps.parse_results.outputs.success }}
+      activated: ${{ steps.check_membership.outputs.is_team_member == 'true' }}
+      matched_command: ''
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
-      - name: Download agent artifacts
+      - name: Check team membership for workflow
-        continue-on-error: true
+        id: check_membership
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        with:
-          name: agent-artifacts
-          path: /tmp/gh-aw/threat-detection/
-      - name: Download agent output artifact
-        continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        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: "PR Duplicate Check"
+          GH_AW_REQUIRED_ROLES: admin,maintainer,write
-          WORKFLOW_DESCRIPTION: "Checks PRs for potential duplicate agents, instructions, skills, and workflows already in the repository"
-          HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
         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/setup_threat_detection.cjs');
+            const { main } = require('/opt/gh-aw/actions/check_membership.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: ${{ secrets.COPILOT_GITHUB_TOKEN }}
-      - name: Install GitHub Copilot CLI
-        run: /opt/gh-aw/actions/install_copilot_cli.sh 0.0.410
-      - name: Execute GitHub Copilot CLI
-        id: agentic_execution
-        # Copilot CLI tool arguments (sorted):
-        # --allow-tool shell(cat)
-        # --allow-tool shell(grep)
-        # --allow-tool shell(head)
-        # --allow-tool shell(jq)
-        # --allow-tool shell(ls)
-        # --allow-tool shell(tail)
-        # --allow-tool shell(wc)
-        timeout-minutes: 20
-        run: |
-          set -o pipefail
-          COPILOT_CLI_INSTRUCTION="$(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@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
-        with:
-          name: threat-detection.log
-          path: /tmp/gh-aw/threat-detection/detection.log
-          if-no-files-found: ignore
 
   safe_outputs:
-    needs:
+    needs: agent
-      - agent
+    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.agent.outputs.detection_success == 'true')
-      - detection
-    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.detection.outputs.success == 'true')
     runs-on: ubuntu-slim
     permissions:
       contents: read
+      discussions: write
       issues: write
       pull-requests: write
     timeout-minutes: 15
     env:
+      GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/pr-duplicate-check"
       GH_AW_ENGINE_ID: "copilot"
       GH_AW_WORKFLOW_ID: "pr-duplicate-check"
       GH_AW_WORKFLOW_NAME: "PR Duplicate Check"
     outputs:
+      code_push_failure_count: ${{ steps.process_safe_outputs.outputs.code_push_failure_count }}
+      code_push_failure_errors: ${{ steps.process_safe_outputs.outputs.code_push_failure_errors }}
+      comment_id: ${{ steps.process_safe_outputs.outputs.comment_id }}
+      comment_url: ${{ steps.process_safe_outputs.outputs.comment_url }}
       create_discussion_error_count: ${{ steps.process_safe_outputs.outputs.create_discussion_error_count }}
       create_discussion_errors: ${{ steps.process_safe_outputs.outputs.create_discussion_errors }}
       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@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
+        id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/
       - name: Setup agent output environment variable
+        if: steps.download-agent-output.outcome == 'success'
         run: |
           mkdir -p /tmp/gh-aw/safeoutputs/
           find "/tmp/gh-aw/safeoutputs/" -type f -print
@@ -1001,7 +1123,10 @@ jobs:
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
           GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
-          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"add_comment\":{\"max\":1,\"update_comment\":true},\"missing_data\":{},\"missing_tool\":{}}"
+          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: "{\"add_comment\":{\"hide_older_comments\":true,\"max\":1},\"missing_data\":{},\"missing_tool\":{}}"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
@@ -1009,4 +1134,11 @@ jobs:
             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
+        with:
+          name: safe-output-items
+          path: /tmp/safe-output-items.jsonl
+          if-no-files-found: warn
 

.github/workflows/pr-duplicate-check.md

@@ -5,14 +5,14 @@ on:
     types: [opened, synchronize, reopened]
 permissions:
   contents: read
-  pull-requests: write
+  pull-requests: read
 tools:
   github:
     toolsets: [repos, pull_requests]
 safe-outputs:
   add-comment:
     max: 1
-    update-comment: true
+    hide-older-comments: true
   noop:
 ---
 

.github/workflows/resource-staleness-report.lock.yml

@@ -13,7 +13,7 @@
 # \  /\  / (_) | | | | ( | | | | (_) \ V  V /\__ \
 #  \/  \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
 #
-# This file was automatically generated by gh-aw (v0.45.7). DO NOT EDIT.
+# This file was automatically generated by gh-aw (v0.57.2). DO NOT EDIT.
 #
 # To update this file, edit the corresponding .md file and run:
 #   gh aw compile
@@ -23,7 +23,7 @@
 #
 # Weekly report identifying stale and aging resources across agents, prompts, instructions, hooks, and skills folders
 #
-# gh-aw-metadata: {"schema_version":"v1","frontmatter_hash":"9ab9dc5c875492aa5da7b793735c1a9816a55c753165c01efd9d86087d7f33d3"}
+# gh-aw-metadata: {"schema_version":"v2","frontmatter_hash":"9ab9dc5c875492aa5da7b793735c1a9816a55c753165c01efd9d86087d7f33d3","compiler_version":"v0.57.2","strict":true}
 
 name: "Resource Staleness Report"
 "on":
@@ -47,19 +47,51 @@ jobs:
     outputs:
       comment_id: ""
       comment_repo: ""
+      model: ${{ steps.generate_aw_info.outputs.model }}
+      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         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_CLI_VERSION: "v0.57.2"
+          GH_AW_INFO_WORKFLOW_NAME: "Resource Staleness Report"
+          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: "v0.23.0"
+          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
-          persist-credentials: false
       - name: Check workflow file timestamps
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
@@ -84,41 +116,18 @@ jobs:
           GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
         run: |
           bash /opt/gh-aw/actions/create_prompt_first.sh
-          cat << 'GH_AW_PROMPT_EOF' > "$GH_AW_PROMPT"
+          {
+          cat << 'GH_AW_PROMPT_EOF'
           <system>
           GH_AW_PROMPT_EOF
-          cat "/opt/gh-aw/prompts/xpia.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/xpia.md"
-          cat "/opt/gh-aw/prompts/temp_folder_prompt.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/temp_folder_prompt.md"
-          cat "/opt/gh-aw/prompts/markdown.md" >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/markdown.md"
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat "/opt/gh-aw/prompts/safe_outputs_prompt.md"
-          <safe-outputs>
+          cat << 'GH_AW_PROMPT_EOF'
-          <description>GitHub API Access Instructions</description>
+          <safe-output-tools>
-          <important>
+          Tools: create_issue, missing_tool, missing_data, noop
-          The gh CLI is NOT authenticated. Do NOT use gh commands for GitHub operations.
+          </safe-output-tools>
-          </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__ }}
@@ -148,12 +157,13 @@ jobs:
           </github-context>
           
           GH_AW_PROMPT_EOF
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat << 'GH_AW_PROMPT_EOF'
           </system>
           GH_AW_PROMPT_EOF
-          cat << 'GH_AW_PROMPT_EOF' >> "$GH_AW_PROMPT"
+          cat << 'GH_AW_PROMPT_EOF'
           {{#runtime-import .github/workflows/resource-staleness-report.md}}
           GH_AW_PROMPT_EOF
+          } > "$GH_AW_PROMPT"
       - name: Interpolate variables and render templates
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
@@ -176,8 +186,6 @@ jobs:
           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 }}
-          GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: ${{ needs.pre_activation.outputs.matched_command }}
         with:
           script: |
             const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
@@ -196,9 +204,7 @@ jobs:
                 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_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE
-                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_ACTIVATED,
-                GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND: process.env.GH_AW_NEEDS_PRE_ACTIVATION_OUTPUTS_MATCHED_COMMAND
               }
             });
       - name: Validate prompt placeholders
@@ -209,12 +215,14 @@ jobs:
         env:
           GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
         run: bash /opt/gh-aw/actions/print_prompt_summary.sh
-      - name: Upload prompt artifact
+      - name: Upload activation artifact
         if: success()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
-          name: prompt
+          name: activation
-          path: /tmp/gh-aw/aw-prompts/prompt.txt
+          path: |
+            /tmp/gh-aw/aw_info.json
+            /tmp/gh-aw/aw-prompts/prompt.txt
           retention-days: 1
 
   agent:
@@ -236,14 +244,16 @@ jobs:
       GH_AW_WORKFLOW_ID_SANITIZED: resourcestalenessreport
     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 }}
-      model: ${{ steps.generate_aw_info.outputs.model }}
+      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 }}
-      secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Checkout repository
@@ -259,6 +269,7 @@ jobs:
         run: |
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git config --global user.name "github-actions[bot]"
+          git config --global am.keepcr true
           # Re-authenticate git with GitHub token
           SERVER_URL_STRIPPED="${SERVER_URL#https://}"
           git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
@@ -266,7 +277,7 @@ jobs:
       - name: Checkout PR branch
         id: checkout-pr
         if: |
-          github.event.pull_request
+          (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 }}
@@ -277,59 +288,10 @@ jobs:
             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: "0.0.410",
-              cli_version: "v0.45.7",
-              workflow_name: "Resource Staleness Report",
-              experimental: false,
-              supports_tools_allowlist: 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"],
-              firewall_enabled: true,
-              awf_version: "v0.20.0",
-              awmg_version: "v0.1.4",
-              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 0.0.410
+        run: /opt/gh-aw/actions/install_copilot_cli.sh latest
       - name: Install awf binary
-        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.20.0
+        run: bash /opt/gh-aw/actions/install_awf_binary.sh v0.23.0
       - name: Determine automatic lockdown mode for GitHub MCP Server
         id: determine-automatic-lockdown
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
@@ -341,7 +303,7 @@ jobs:
             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:0.20.0 ghcr.io/github/gh-aw-firewall/api-proxy:0.20.0 ghcr.io/github/gh-aw-firewall/squid:0.20.0 ghcr.io/github/gh-aw-mcpg:v0.1.4 ghcr.io/github/github-mcp-server:v0.30.3 node:lts-alpine
+        run: bash /opt/gh-aw/actions/download_docker_images.sh ghcr.io/github/gh-aw-firewall/agent:0.23.0 ghcr.io/github/gh-aw-firewall/api-proxy:0.23.0 ghcr.io/github/gh-aw-firewall/squid:0.23.0 ghcr.io/github/gh-aw-mcpg:v0.1.8 ghcr.io/github/github-mcp-server:v0.32.0 node:lts-alpine
       - name: Write Safe Outputs Config
         run: |
           mkdir -p /opt/gh-aw/safeoutputs
@@ -361,6 +323,10 @@ jobs:
                     "description": "Detailed issue description in Markdown. Do NOT repeat the title as a heading since it already appears as the issue's h1. Include context, reproduction steps, or acceptance criteria as appropriate.",
                     "type": "string"
                   },
+                  "integrity": {
+                    "description": "Trustworthiness level of the message source (e.g., \"low\", \"medium\", \"high\").",
+                    "type": "string"
+                  },
                   "labels": {
                     "description": "Labels to categorize the issue (e.g., 'bug', 'enhancement'). Labels must exist in the repository.",
                     "items": {
@@ -375,9 +341,13 @@ jobs:
                       "string"
                     ]
                   },
+                  "secrecy": {
+                    "description": "Confidentiality level of the message content (e.g., \"public\", \"internal\", \"private\").",
+                    "type": "string"
+                  },
                   "temporary_id": {
-                    "description": "Unique temporary identifier for referencing this issue before it's created. Format: 'aw_' followed by 3 to 8 alphanumeric characters (e.g., 'aw_abc1', 'aw_Test123'). Use '#aw_ID' in body text to reference other issues by their temporary_id; these are replaced with actual issue numbers after creation.",
+                    "description": "Unique temporary identifier for referencing this issue before it's created. Format: 'aw_' followed by 3 to 12 alphanumeric characters (e.g., 'aw_abc1', 'aw_Test123'). Use '#aw_ID' in body text to reference other issues by their temporary_id; these are replaced with actual issue numbers after creation.",
-                    "pattern": "^aw_[A-Za-z0-9]{3,8}$",
+                    "pattern": "^aw_[A-Za-z0-9]{3,12}$",
                     "type": "string"
                   },
                   "title": {
@@ -402,10 +372,18 @@ jobs:
                     "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"
@@ -423,9 +401,17 @@ jobs:
               "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": [
@@ -452,9 +438,17 @@ jobs:
                     "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": [],
@@ -499,6 +493,31 @@ jobs:
                 }
               }
             },
+            "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": {
@@ -591,10 +610,11 @@ jobs:
           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 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'
+          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:v0.1.8'
           
           mkdir -p /home/runner/.copilot
           cat << GH_AW_MCP_CONFIG_EOF | bash /opt/gh-aw/actions/start_mcp_gateway.sh
@@ -602,7 +622,7 @@ jobs:
             "mcpServers": {
               "github": {
                 "type": "stdio",
-                "container": "ghcr.io/github/github-mcp-server:v0.30.3",
+                "container": "ghcr.io/github/github-mcp-server:v0.32.0",
                 "env": {
                   "GITHUB_LOCKDOWN_MODE": "$GITHUB_MCP_LOCKDOWN",
                   "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}",
@@ -626,17 +646,11 @@ jobs:
             }
           }
           GH_AW_MCP_CONFIG_EOF
-      - name: Generate workflow overview
+      - name: Download activation artifact
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
-          script: |
+          name: activation
-            const { generateWorkflowOverview } = require('/opt/gh-aw/actions/generate_workflow_overview.cjs');
+          path: /tmp/gh-aw
-            await generateWorkflowOverview(core);
-      - name: Download prompt artifact
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        with:
-          name: prompt
-          path: /tmp/gh-aw/aw-prompts
       - name: Clean git credentials
         run: bash /opt/gh-aw/actions/clean_git_credentials.sh
       - name: Execute GitHub Copilot CLI
@@ -645,20 +659,37 @@ jobs:
         timeout-minutes: 20
         run: |
           set -o pipefail
-          sudo -E awf --env-all --container-workdir "${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 0.20.0 --skip-pull --enable-api-proxy \
+          touch /tmp/gh-aw/agent-step-summary.md
-            -- /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 "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --allow-all-paths --share /tmp/gh-aw/sandbox/agent/logs/conversation.md --prompt "$(cat /tmp/gh-aw/aw-prompts/prompt.txt)"${GH_AW_MODEL_AGENT_COPILOT:+ --model "$GH_AW_MODEL_AGENT_COPILOT"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
+          # shellcheck disable=SC1003
+          sudo -E awf --env-all --container-workdir "${GITHUB_WORKSPACE}" --allow-domains "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com" --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --enable-host-access --image-tag 0.23.0 --skip-pull --enable-api-proxy \
+            -- /bin/bash -c '/usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --add-dir "${GITHUB_WORKSPACE}" --disable-builtin-mcps --allow-all-tools --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_MODEL_AGENT_COPILOT: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || '' }}
+          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: v0.57.2
+          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_STEP_SUMMARY: ${{ env.GITHUB_STEP_SUMMARY }}
+          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: ${{ github.repository }}
@@ -666,6 +697,7 @@ jobs:
         run: |
           git config --global user.email "github-actions[bot]@users.noreply.github.com"
           git config --global user.name "github-actions[bot]"
+          git config --global am.keepcr true
           # Re-authenticate git with GitHub token
           SERVER_URL_STRIPPED="${SERVER_URL#https://}"
           git remote set-url origin "https://x-access-token:${{ github.token }}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
@@ -711,9 +743,12 @@ jobs:
           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: Upload Safe Outputs
         if: always()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: safe-output
           path: ${{ env.GH_AW_SAFE_OUTPUTS }}
@@ -735,13 +770,13 @@ jobs:
             await main();
       - name: Upload sanitized agent output
         if: always() && env.GH_AW_AGENT_OUTPUT
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: agent-output
           path: ${{ env.GH_AW_AGENT_OUTPUT }}
           if-no-files-found: warn
       - name: Upload engine output files
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         with:
           name: agent_outputs
           path: |
@@ -786,45 +821,172 @@ jobs:
       - name: Upload agent artifacts
         if: always()
         continue-on-error: true
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
         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/
           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: "Resource Staleness Report"
+          WORKFLOW_DESCRIPTION: "Weekly report identifying stale and aging resources across agents, prompts, instructions, hooks, and skills folders"
+          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 0.23.0 --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: v0.57.2
+          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
+        with:
+          name: threat-detection.log
+          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
-      - detection
       - safe_outputs
     if: (always()) && (needs.agent.result != 'skipped')
     runs-on: ubuntu-slim
     permissions:
       contents: read
       issues: write
+    concurrency:
+      group: "gh-aw-conclusion-resource-staleness-report"
+      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: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
+        id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/
       - name: Setup agent output environment variable
+        if: steps.download-agent-output.outcome == 'success'
         run: |
           mkdir -p /tmp/gh-aw/safeoutputs/
           find "/tmp/gh-aw/safeoutputs/" -type f -print
@@ -834,7 +996,7 @@ jobs:
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
         env:
           GH_AW_AGENT_OUTPUT: ${{ env.GH_AW_AGENT_OUTPUT }}
-          GH_AW_NOOP_MAX: 1
+          GH_AW_NOOP_MAX: "1"
           GH_AW_WORKFLOW_NAME: "Resource Staleness Report"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
@@ -865,8 +1027,12 @@ jobs:
           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: "resource-staleness-report"
-          GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.agent.outputs.secret_verification_result }}
+          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_GROUP_REPORTS: "false"
+          GH_AW_FAILURE_REPORT_AS_ISSUE: "true"
+          GH_AW_TIMEOUT_MINUTES: "20"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
@@ -892,138 +1058,42 @@ jobs:
             const { main } = require('/opt/gh-aw/actions/handle_noop_message.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@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
-        with:
-          destination: /opt/gh-aw/actions
-      - name: Download agent artifacts
-        continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        with:
-          name: agent-artifacts
-          path: /tmp/gh-aw/threat-detection/
-      - name: Download agent output artifact
-        continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
-        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: "Resource Staleness Report"
-          WORKFLOW_DESCRIPTION: "Weekly report identifying stale and aging resources across agents, prompts, instructions, hooks, and skills folders"
-          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: ${{ secrets.COPILOT_GITHUB_TOKEN }}
-      - name: Install GitHub Copilot CLI
-        run: /opt/gh-aw/actions/install_copilot_cli.sh 0.0.410
-      - name: Execute GitHub Copilot CLI
-        id: agentic_execution
-        # Copilot CLI tool arguments (sorted):
-        # --allow-tool shell(cat)
-        # --allow-tool shell(grep)
-        # --allow-tool shell(head)
-        # --allow-tool shell(jq)
-        # --allow-tool shell(ls)
-        # --allow-tool shell(tail)
-        # --allow-tool shell(wc)
-        timeout-minutes: 20
-        run: |
-          set -o pipefail
-          COPILOT_CLI_INSTRUCTION="$(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: ${{ github.workspace }}
-          XDG_CONFIG_HOME: /home/runner
-      - name: Parse threat detection results
-        id: parse_results
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
-        with:
-          script: |
-            const { setupGlobals } = require('/opt/gh-aw/actions/setup_globals.cjs');
-            setupGlobals(core, github, context, exec, io);
-            const { main } = require('/opt/gh-aw/actions/parse_threat_detection_results.cjs');
-            await main();
-      - name: Upload threat detection log
-        if: always()
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
-        with:
-          name: threat-detection.log
-          path: /tmp/gh-aw/threat-detection/detection.log
-          if-no-files-found: ignore
-
   safe_outputs:
-    needs:
+    needs: agent
-      - agent
+    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.agent.outputs.detection_success == 'true')
-      - detection
-    if: ((!cancelled()) && (needs.agent.result != 'skipped')) && (needs.detection.outputs.success == 'true')
     runs-on: ubuntu-slim
     permissions:
       contents: read
       issues: write
     timeout-minutes: 15
     env:
+      GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/resource-staleness-report"
       GH_AW_ENGINE_ID: "copilot"
       GH_AW_WORKFLOW_ID: "resource-staleness-report"
       GH_AW_WORKFLOW_NAME: "Resource Staleness Report"
     outputs:
+      code_push_failure_count: ${{ steps.process_safe_outputs.outputs.code_push_failure_count }}
+      code_push_failure_errors: ${{ steps.process_safe_outputs.outputs.code_push_failure_errors }}
       create_discussion_error_count: ${{ steps.process_safe_outputs.outputs.create_discussion_error_count }}
       create_discussion_errors: ${{ steps.process_safe_outputs.outputs.create_discussion_errors }}
+      created_issue_number: ${{ steps.process_safe_outputs.outputs.created_issue_number }}
+      created_issue_url: ${{ steps.process_safe_outputs.outputs.created_issue_url }}
       process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
       process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
     steps:
       - name: Setup Scripts
-        uses: github/gh-aw/actions/setup@5d8900eb6f6230c9d41a3c30af320150a2361285 # v0.45.7
+        uses: github/gh-aw/actions/setup@32b3a711a9ee97d38e3989c90af0385aff0066a7 # v0.57.2
         with:
           destination: /opt/gh-aw/actions
       - name: Download agent output artifact
+        id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8
         with:
           name: agent-output
           path: /tmp/gh-aw/safeoutputs/
       - name: Setup agent output environment variable
+        if: steps.download-agent-output.outcome == 'success'
         run: |
           mkdir -p /tmp/gh-aw/safeoutputs/
           find "/tmp/gh-aw/safeoutputs/" -type f -print
@@ -1033,6 +1103,9 @@ jobs:
         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_issue\":{\"close_older_issues\":true,\"max\":1},\"missing_data\":{},\"missing_tool\":{}}"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
@@ -1041,4 +1114,11 @@ jobs:
             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
+        with:
+          name: safe-output-items
+          path: /tmp/safe-output-items.jsonl
+          if-no-files-found: warn
 

.vscode/mcp.json

@@ -0,0 +1,12 @@
+{
+  "servers": {
+    "github-agentic-workflows": {
+      "command": "gh",
+      "args": [
+        "aw",
+        "mcp-server"
+      ],
+      "cwd": "${workspaceFolder}"
+    }
+  }
+}