diff --git a/.github/agents/agentic-workflows.md b/.github/agents/agentic-workflows.md
index 08c6d9a24..782161f83 100644
--- a/.github/agents/agentic-workflows.md
+++ b/.github/agents/agentic-workflows.md
@@ -21,7 +21,7 @@ This is a **dispatcher agent** that routes your request to the appropriate speci
 
 - **Creating new workflows**: Routes to `create` prompt
 - **Updating existing workflows**: Routes to `update` prompt
-- **Debugging workflows**: Routes to `debug` prompt
+- **Diagnosis, patching, and active debugging**: Routes to `debug-agentic-workflow` for the local-first strategy, evidence triage and live gates
 - **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
@@ -31,6 +31,7 @@ This is a **dispatcher agent** that routes your request to the appropriate speci
 - **CLI commands and triggering workflows**: Routes to `cli-commands` guide — consult this whenever the user asks how to run, compile, debug, or manage workflows from the command line, or when they need the MCP tool equivalent of a `gh aw` command
 - **Reducing token consumption / cost optimization**: Routes to `token-optimization` guide — consult this whenever the user asks how to reduce token usage, lower costs, speed up workflows, or measure the impact of prompt changes with experiments
 - **Choosing workflow architectures and design patterns**: Routes to `patterns` guide — consult this whenever the user asks for strategy, architecture, operating models, or pattern selection for agentic workflows
+- **Git-backed work queues**: Routes to `work-queue` instructions for producers, dispatchers, workers, observers, deployment and recovery
 
 Workflows may optionally include:
 
@@ -47,7 +48,8 @@ Workflows may optionally include:
 ## 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
+- **Diagnosis and Patching**: Analyze evidence and produce regression-backed fixes without requiring live runs
+- **Active Debugging**: Run bounded edit/test/run/audit loops where permitted, stopping on dispatch 403 responses
 - **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
 
@@ -83,11 +85,14 @@ When you interact with this agent, it will:
 - "Update the PR reviewer to use discussions instead of issues"
 - "Improve the prompt for the weekly-research workflow"
 
-### Debug Workflow
+### Diagnose, Patch, or Debug a Workflow
 **Load when**: User needs to investigate, audit, debug, or understand a workflow, troubleshoot issues, analyze logs, or fix errors
 
 **Prompt file**: `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/debug-agentic-workflow.md`
 
+The shared strategy distinguishes diagnosis/patching from permitted active debug
+loops using explicit live gates and includes existing-run evidence triage.
+
 **Use cases**:
 - "Why is this workflow failing?"
 - "Analyze the logs for workflow X"
@@ -180,6 +185,15 @@ When you interact with this agent, it will:
 
 ## Instructions
 
+### Work Queue
+
+For queue design, deployment, inspection or recovery, load
+`https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/work-queue.md`.
+Also load it after the primary create/update/debug/upgrade prompt whenever a
+workflow uses `tools.work-queue`. Load linked developer docs and specifications
+only when needed; do not substitute lightweight WorkQueueOps backlog guidance
+for the Git-backed protocol.
+
 When a user interacts with you:
 
 1. **Identify the task type** from the user's request
@@ -196,7 +210,7 @@ gh aw init
 # Generate the lock file for a workflow
 gh aw compile [workflow-name]
 
-# Trigger a workflow on demand (preferred over gh workflow run)
+# Only where permitted and human-validated under debug-agentic-workflow.md:
 gh aw run <workflow-name>             # interactive input collection
 gh aw run <workflow-name> --ref main  # run on a specific branch
 
@@ -229,5 +243,5 @@ gh aw compile --validate
 - Follow security best practices: minimal permissions, explicit network access, no template injection
 - **Network configuration**: Use ecosystem identifiers (`node`, `python`, `go`, etc.) or explicit FQDNs in `network.allowed`. Bare shorthands like `npm` or `pypi` are **not** valid. See `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/network.md` for the full list of valid ecosystem identifiers and domain patterns.
 - **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.
-- **Triggering runs**: Always use `gh aw run <workflow-name>` to trigger a workflow on demand — not `gh workflow run <file>.lock.yml`. `gh aw run` handles workflow resolution by short name, input parsing and validation, and correct run-tracking for agentic workflows. Use `--ref <branch>` to run on a specific branch.
+- **Triggering runs**: Only where permitted and human-validated under `debug-agentic-workflow.md`, prefer `gh aw run <workflow-name>` over `gh workflow run <file>.lock.yml` for workflow resolution, input validation and run-tracking. Use the reviewed remote ref; explicit no-dispatch rules override user requests.
 - **CLI commands reference**: For a complete guide on all `gh aw` commands and their MCP tool equivalents (for restricted environments), see `https://raw.githubusercontent.com/github/gh-aw/main/.github/aw/cli-commands.md`
diff --git a/.github/aw/actions-lock.json b/.github/aw/actions-lock.json
index 4bb203545..4b988e9dc 100644
--- a/.github/aw/actions-lock.json
+++ b/.github/aw/actions-lock.json
@@ -5,10 +5,10 @@
       "version": "v9.0.0",
       "sha": "3a2844b7e9c422d3c10d287c895573f7108da1b3"
     },
-    "github/gh-aw-actions/setup@v0.89.21": {
+    "github/gh-aw-actions/setup@v0.92.0": {
       "repo": "github/gh-aw-actions/setup",
-      "version": "v0.89.21",
-      "sha": "924af5fdc64061cfbf66fb584c8b07e2ac230c60"
+      "version": "v0.92.0",
+      "sha": "458b269006dcf88e3b5496b6fbecabe4b9a0f954"
     }
   },
   "containers": {
diff --git a/.github/skills/agentic-workflows/SKILL.md b/.github/skills/agentic-workflows/SKILL.md
index 4c983cc5a..328ca1dae 100644
--- a/.github/skills/agentic-workflows/SKILL.md
+++ b/.github/skills/agentic-workflows/SKILL.md
@@ -1,6 +1,6 @@
 ---
 name: agentic-workflows
-description: Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
+description: Route gh-aw design, creation, diagnosis, patching, active debugging, and upgrade requests to the right strategies.
 ---
 
 # Agentic Workflows Router
@@ -19,6 +19,7 @@ Load these files from `github/gh-aw` (they are not available locally).
 - `.github/aw/agent-runtime-instructions.md`
 - `.github/aw/agentic-chat.md`
 - `.github/aw/agentic-workflows-mcp.md`
+- `.github/aw/analyzing-runs.md`
 - `.github/aw/asciicharts.md`
 - `.github/aw/campaign.md`
 - `.github/aw/charts-trending.md`
@@ -31,6 +32,8 @@ Load these files from `github/gh-aw` (they are not available locally).
 - `.github/aw/create-agentic-workflow.md`
 - `.github/aw/create-shared-agentic-workflow.md`
 - `.github/aw/debug-agentic-workflow.md`
+- `.github/aw/debug-model-engine-misconfiguration.md`
+- `.github/aw/debug-security-review.md`
 - `.github/aw/dependabot.md`
 - `.github/aw/deployment-status.md`
 - `.github/aw/designer-mappings.md`
@@ -46,6 +49,7 @@ Load these files from `github/gh-aw` (they are not available locally).
 - `.github/aw/instructions.md`
 - `.github/aw/intent.md`
 - `.github/aw/jobs.md`
+- `.github/aw/ledger.md`
 - `.github/aw/linter-workflows.md`
 - `.github/aw/llms.md`
 - `.github/aw/loop.md`
@@ -87,6 +91,7 @@ Load these files from `github/gh-aw` (they are not available locally).
 - `.github/aw/update-agentic-workflow.md`
 - `.github/aw/upgrade-agentic-workflows.md`
 - `.github/aw/visual-regression.md`
+- `.github/aw/work-queue.md`
 - `.github/aw/workflow-constraints.md`
 - `.github/aw/workflow-editing.md`
 - `.github/aw/workflow-patterns.md`
@@ -96,7 +101,8 @@ After loading the matching workflow prompt or skill, follow it directly:
 - Create new workflows: `.github/aw/create-agentic-workflow.md`
 - Configure or add declarative engines: `.github/aw/configure-agentic-engine.md`
 - Update existing workflows: `.github/aw/update-agentic-workflow.md`
-- Debug, audit, or investigate workflows: `.github/aw/debug-agentic-workflow.md`
+- Diagnose, patch, audit, or actively debug workflows: `.github/aw/debug-agentic-workflow.md` (local-first strategy, evidence triage and live gates)
+- AWF model/endpoint 400s, silent cross-family sub-agent failures, `model: auto` failures, install-step 404s after a version pin, or questions about version fields: go directly to [Model and engine misconfiguration](../../aw/debug-agentic-workflow.md#model-and-engine-misconfiguration) before suggesting model changes.
 - Upgrade workflows and fix deprecations: `.github/aw/upgrade-agentic-workflows.md`
 - Create shared components or MCP wrappers: `.github/aw/create-shared-agentic-workflow.md`
 - Create report-generating workflows: `.github/aw/report.md`
@@ -105,8 +111,11 @@ After loading the matching workflow prompt or skill, follow it directly:
 - Render compact markdown charts: `.github/aw/asciicharts.md`
 - Map CLI commands to MCP usage: `.github/aw/cli-commands.md`
 - Choose workflow architecture and patterns: `.github/aw/patterns.md`
+- Design, deploy, inspect or recover a Git-backed work queue: `.github/aw/work-queue.md`
 - Optimize token usage and cost: `.github/aw/token-optimization.md`
 - Design long-running multi-agent research workflows: `.github/aw/multi-agent-research.md`
 - Add skills or agent plugins requested by the user (`skills:` / `plugins:` frontmatter, never on-the-fly installs): `.github/aw/skills.md`
 
 When the task involves OTEL, OTLP, traces, observability backends, or telemetry-driven analysis, also read and follow `skills/otel-queries/SKILL.md` after loading the matching workflow prompt or skill.
+
+When creating, updating, diagnosing or upgrading a workflow that uses `tools.work-queue`, also load `.github/aw/work-queue.md` after the primary prompt. Load deployment docs, operator reference or specification only when that task needs them.
diff --git a/.github/workflows/copilot-setup-steps.yml b/.github/workflows/copilot-setup-steps.yml
index 2f100bac7..dcd816ab1 100644
--- a/.github/workflows/copilot-setup-steps.yml
+++ b/.github/workflows/copilot-setup-steps.yml
@@ -31,6 +31,6 @@ jobs:
         with:
           persist-credentials: false
       - name: Install gh-aw extension
-        uses: github/gh-aw-actions/setup-cli@924af5fdc64061cfbf66fb584c8b07e2ac230c60 # v0.89.21
+        uses: github/gh-aw-actions/setup-cli@458b269006dcf88e3b5496b6fbecabe4b9a0f954 # v0.92.0
         with:
           version: v0.89.15
diff --git a/.github/workflows/pr-ai-slop-review.lock.yml b/.github/workflows/pr-ai-slop-review.lock.yml
index f6ea859e3..3c8b20384 100644
--- a/.github/workflows/pr-ai-slop-review.lock.yml
+++ b/.github/workflows/pr-ai-slop-review.lock.yml
@@ -1,6 +1,6 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"8296ef86aad04ad225d29c7fe51dd18dfa50f258c46e8bd24e443193cc6f80fc","body_hash":"e7b165b458a07108c2e6bfe6f4ed61f5659ce81512691dda091165d5966ee732","compiler_version":"v0.89.21","strict":true,"agent_id":"copilot","engine_versions":{"copilot":"1.0.87"}}
-# gh-aw-manifest: {"version":1,"secrets":["COPILOT_GITHUB_TOKEN","GH_AW_DEFAULT_OTLP_ENDPOINT","GH_AW_DEFAULT_OTLP_HEADERS","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-node","sha":"820762786026740c76f36085b0efc47a31fe5020","version":"v7.0.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"github/gh-aw-actions/setup","sha":"924af5fdc64061cfbf66fb584c8b07e2ac230c60","version":"v0.89.21"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.28.23","digest":"sha256:2c78aaba1c108e130e2d6d01e4f2cca334ea04c53e6f258913ac34173fe7e3b2","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.28.23@sha256:2c78aaba1c108e130e2d6d01e4f2cca334ea04c53e6f258913ac34173fe7e3b2"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.28.23","digest":"sha256:c15c3d1208df10c5b588a3657be53742aa982ae0909d1eb1812525268794ca64","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.28.23@sha256:c15c3d1208df10c5b588a3657be53742aa982ae0909d1eb1812525268794ca64"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.28.23","digest":"sha256:02ffc56dd40158223064ef03a78c2d9717473c93723b4e403d455ea6f0b09ae0","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.28.23@sha256:02ffc56dd40158223064ef03a78c2d9717473c93723b4e403d455ea6f0b09ae0"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.25","digest":"sha256:9be0a86220e807a0ecc89e53d7453468f7a53fbc6b3d1efd2299025ffe01d086","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.25@sha256:9be0a86220e807a0ecc89e53d7453468f7a53fbc6b3d1efd2299025ffe01d086"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e","pinned_image":"ghcr.io/github/gh-aw-node@sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e"},{"image":"ghcr.io/github/github-mcp-server:v1.12.2","digest":"sha256:508a0857ec762b1ab1cece29193345b501fab1dd9d1228a7b617062954cecac6","pinned_image":"ghcr.io/github/github-mcp-server:v1.12.2@sha256:508a0857ec762b1ab1cece29193345b501fab1dd9d1228a7b617062954cecac6"}],"has_pull_request_target":true,"mcp_servers":[{"name":"github","tools":["get_pull_request","get_pull_request_comments","get_pull_request_diff","get_pull_request_files","get_pull_request_review_comments","get_pull_request_reviews","get_pull_request_status","issue_read","list_issue_types","list_issues","list_pull_requests","pull_request_read","search_issues","search_pull_requests"]},{"name":"safeoutputs","tools":["add_comment","add_labels","missing_data","missing_tool","noop","remove_labels"]}]}
-# This file was automatically generated by gh-aw (v0.89.21). DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"a74d6cb119bde6904af2788245fd44d6229de228ba92dc5bafa7e86705bed626","body_hash":"e7b165b458a07108c2e6bfe6f4ed61f5659ce81512691dda091165d5966ee732","compiler_version":"v0.92.0","strict":true,"agent_id":"copilot","engine_versions":{"copilot":"1.0.96"}}
+# gh-aw-manifest: {"version":1,"secrets":["COPILOT_GITHUB_TOKEN","GH_AW_DEFAULT_OTLP_ENDPOINT","GH_AW_DEFAULT_OTLP_HEADERS","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"9000827ccba6bdab643e8b6fd33ac0654aef8333","version":"v8.0.2"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-node","sha":"949feb2413d6458794dcd2491c4babbbce0c15c1","version":"v7.1.0"},{"repo":"actions/upload-artifact","sha":"cf430e030ddbb5b0abf93d22962f4752f3646cd9","version":"v7.0.2"},{"repo":"github/gh-aw-actions/setup","sha":"458b269006dcf88e3b5496b6fbecabe4b9a0f954","version":"v0.92.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.28.57","digest":"sha256:a9861b2fad1d29c586bbbf98840a61056e30e2720d8d9ec2c0def9049566bd8a","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.28.57@sha256:a9861b2fad1d29c586bbbf98840a61056e30e2720d8d9ec2c0def9049566bd8a"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.28.57","digest":"sha256:f2925ff32dc972a5d8b90a7785b6ca68052efd2575fe896556ac457e22e86dcc","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.28.57@sha256:f2925ff32dc972a5d8b90a7785b6ca68052efd2575fe896556ac457e22e86dcc"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.28.57","digest":"sha256:be808c16b535ebabd070eebe086fe6bffd5bb86b2e5fe8e5cdad30068eb9c0ac","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.28.57@sha256:be808c16b535ebabd070eebe086fe6bffd5bb86b2e5fe8e5cdad30068eb9c0ac"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.31","digest":"sha256:dbec0f2ddef6adf83b7764019323096e3e5cc0f3886255f6320555b7fe2a7caf","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.31@sha256:dbec0f2ddef6adf83b7764019323096e3e5cc0f3886255f6320555b7fe2a7caf"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e","pinned_image":"ghcr.io/github/gh-aw-node@sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e"},{"image":"ghcr.io/github/github-mcp-server:v2.0.2","digest":"sha256:ffced0d76e77428532a2ced185516992d77fd146d69eec2f244e6237d1a97796","pinned_image":"ghcr.io/github/github-mcp-server:v2.0.2@sha256:ffced0d76e77428532a2ced185516992d77fd146d69eec2f244e6237d1a97796"}],"has_pull_request":true,"mcp_servers":[{"name":"github","tools":["get_pull_request","get_pull_request_comments","get_pull_request_diff","get_pull_request_files","get_pull_request_review_comments","get_pull_request_reviews","get_pull_request_status","issue_read","list_issue_types","list_issues","list_pull_requests","pull_request_read","search_issues","search_pull_requests"]},{"name":"safeoutputs","tools":["add_comment","add_labels","missing_data","missing_tool","noop","remove_labels","report_incomplete"]}],"threat_detection":{"mode":"enabled"}}
+# This file was automatically generated by gh-aw (v0.92.0). DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
 #    ___                   _   _
 #   / _ \                 | | (_)
@@ -37,24 +37,23 @@
 #
 # Custom actions used:
 #   - actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
-#   - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+#   - actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
 #   - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-#   - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
-#   - actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
-#   - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
-#   - github/gh-aw-actions/setup@924af5fdc64061cfbf66fb584c8b07e2ac230c60 # v0.89.21
+#   - actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
+#   - actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
+#   - github/gh-aw-actions/setup@458b269006dcf88e3b5496b6fbecabe4b9a0f954 # v0.92.0
 #
 # Container images used:
-#   - ghcr.io/github/gh-aw-firewall/agent:0.28.23@sha256:2c78aaba1c108e130e2d6d01e4f2cca334ea04c53e6f258913ac34173fe7e3b2
-#   - ghcr.io/github/gh-aw-firewall/api-proxy:0.28.23@sha256:c15c3d1208df10c5b588a3657be53742aa982ae0909d1eb1812525268794ca64
-#   - ghcr.io/github/gh-aw-firewall/squid:0.28.23@sha256:02ffc56dd40158223064ef03a78c2d9717473c93723b4e403d455ea6f0b09ae0
-#   - ghcr.io/github/gh-aw-mcpg:v0.4.25@sha256:9be0a86220e807a0ecc89e53d7453468f7a53fbc6b3d1efd2299025ffe01d086
+#   - ghcr.io/github/gh-aw-firewall/agent:0.28.57@sha256:a9861b2fad1d29c586bbbf98840a61056e30e2720d8d9ec2c0def9049566bd8a
+#   - ghcr.io/github/gh-aw-firewall/api-proxy:0.28.57@sha256:f2925ff32dc972a5d8b90a7785b6ca68052efd2575fe896556ac457e22e86dcc
+#   - ghcr.io/github/gh-aw-firewall/squid:0.28.57@sha256:be808c16b535ebabd070eebe086fe6bffd5bb86b2e5fe8e5cdad30068eb9c0ac
+#   - ghcr.io/github/gh-aw-mcpg:v0.4.31@sha256:dbec0f2ddef6adf83b7764019323096e3e5cc0f3886255f6320555b7fe2a7caf
 #   - ghcr.io/github/gh-aw-node@sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e
-#   - ghcr.io/github/github-mcp-server:v1.12.2@sha256:508a0857ec762b1ab1cece29193345b501fab1dd9d1228a7b617062954cecac6
+#   - ghcr.io/github/github-mcp-server:v2.0.2@sha256:ffced0d76e77428532a2ced185516992d77fd146d69eec2f244e6237d1a97796
 
 name: "PR AI Slop Review"
 on:
-  pull_request_target:
+  pull_request:
     types:
       - opened
       - synchronize
@@ -70,10 +69,11 @@ on:
     inputs:
       aw_context:
         default: ""
-        description: "Agent caller context (used internally by Agentic Workflows)."
+        description: "Agent caller context (Reserved for Agentic Workflows)."
         required: false
         type: string
 
+# Jobs receive only their explicitly declared permissions.
 permissions: {}
 
 concurrency:
@@ -92,9 +92,14 @@ env:
 
 jobs:
   activation:
+    name: activation
     needs: pre_activation
-    if: needs.pre_activation.outputs.activated == 'true'
+    if: >
+      needs.pre_activation.outputs.activated == 'true' && ((github.event_name != 'pull_request' || github.event.pull_request.head.repo.id == github.repository_id) &&
+      ((github.event_name != 'pull_request' && github.event_name != 'pull_request_review') || github.event.pull_request.stack == null ||
+      github.event.pull_request.stack.position == github.event.pull_request.stack.size))
     runs-on: ubuntu-slim
+    # Permissions for the activation job (workflow permissions default to none).
     permissions:
       actions: read
       contents: read
@@ -102,9 +107,11 @@ jobs:
       GH_AW_MAX_DAILY_AI_CREDITS: "5000"
       GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
     outputs:
+      aw_context: ${{ steps.generate_aw_info.outputs.aw_context }}
       body: ${{ steps.sanitized.outputs.body }}
       comment_id: ""
       comment_repo: ""
+      daily_ai_credits_estimated: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_estimated || '' }}
       daily_ai_credits_exceeded: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_exceeded == 'true' }}
       daily_ai_credits_guardrail_error: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_guardrail_error || '' }}
       daily_ai_credits_guardrail_status: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_guardrail_status || '' }}
@@ -124,7 +131,7 @@ jobs:
     steps:
       - name: Setup Scripts
         id: setup
-        uses: github/gh-aw-actions/setup@924af5fdc64061cfbf66fb584c8b07e2ac230c60 # v0.89.21
+        uses: github/gh-aw-actions/setup@458b269006dcf88e3b5496b6fbecabe4b9a0f954 # v0.92.0
         with:
           destination: ${{ runner.temp }}/gh-aw/actions
           job-name: ${{ github.job }}
@@ -134,9 +141,10 @@ jobs:
         env:
           GH_AW_SETUP_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/pr-ai-slop-review.lock.yml@${{ github.ref }}
-          GH_AW_INFO_VERSION: "1.0.87"
-          GH_AW_INFO_AWF_VERSION: "v0.28.23"
+          GH_AW_INFO_VERSION: "1.0.96"
+          GH_AW_INFO_AWF_VERSION: "v0.28.57"
           GH_AW_INFO_ENGINE_ID: "copilot"
+          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
       - name: Mask OTLP telemetry headers
         run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
       - name: Generate agentic run info
@@ -145,16 +153,16 @@ jobs:
           GH_AW_INFO_ENGINE_ID: "copilot"
           GH_AW_INFO_ENGINE_NAME: "GitHub Copilot CLI"
           GH_AW_INFO_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || vars.GH_AW_DEFAULT_MODEL_COPILOT || 'auto' }}
-          GH_AW_INFO_VERSION: "1.0.87"
-          GH_AW_INFO_AGENT_VERSION: "1.0.87"
-          GH_AW_INFO_CLI_VERSION: "v0.89.21"
+          GH_AW_INFO_VERSION: "1.0.96"
+          GH_AW_INFO_AGENT_VERSION: "1.0.96"
+          GH_AW_INFO_CLI_VERSION: "v0.92.0"
           GH_AW_INFO_WORKFLOW_NAME: "PR AI Slop Review"
           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: "v0.28.23"
+          GH_AW_INFO_AWF_VERSION: "v0.28.57"
           GH_AW_INFO_AWMG_VERSION: ""
           GH_AW_INFO_FIREWALL_TYPE: "squid"
           GH_AW_INFO_AGENT_RUNTIME: ""
@@ -210,13 +218,13 @@ jobs:
       - name: Publish daily AIC scan observations
         if: always() && env.GH_AW_MAX_DAILY_AI_CREDITS != ''
         continue-on-error: true
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: aic-usage-scan-v2
           path: /tmp/gh-aw/agentic-workflow-usage-scan-v2.jsonl
           overwrite: true
           if-no-files-found: ignore
-          retention-days: 3
+          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '3' }}
       - name: Validate COPILOT_GITHUB_TOKEN secret
         id: validate-secret
         run: bash "${RUNNER_TEMP}/gh-aw/actions/validate_multi_secret.sh" COPILOT_GITHUB_TOKEN 'GitHub Copilot CLI' https://github.github.com/gh-aw/reference/engines/#github-copilot-default
@@ -233,6 +241,7 @@ jobs:
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
         with:
           persist-credentials: false
+          ref: ${{ (github.event_name == 'pull_request' || github.event_name == 'pull_request_review' || github.event_name == 'pull_request_review_comment') && github.event.pull_request != null && github.event.pull_request.base.sha || github.sha }}
           sparse-checkout: |
             .github
             .agents
@@ -265,7 +274,7 @@ jobs:
       - name: Check compile-agentic version
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
-          GH_AW_COMPILED_VERSION: "v0.89.21"
+          GH_AW_COMPILED_VERSION: "v0.92.0"
           GH_AW_BLOCKED_VERSION_REPORT_AS_ISSUE: "false"
           GH_AW_WORKFLOW_NAME: "PR AI Slop Review"
         with:
@@ -298,19 +307,19 @@ jobs:
           GH_AW_ACTIONS_DIR: ${{ runner.temp }}/gh-aw/actions
           GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
           GH_AW_SAFE_OUTPUTS: ${{ runner.temp }}/gh-aw/safeoutputs/outputs.jsonl
-          GH_AW_PROMPT_CONFIG: "{\"items\":[{\"content_env\":\"GH_AW_PROMPT_CONTENT_0000\"},{\"file\":\"xpia.md\"},{\"file\":\"temp_folder_prompt.md\"},{\"file\":\"markdown.md\"},{\"file\":\"safe_outputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0001\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0002\"},{\"file\":\"mcp_cli_tools_with_safeoutputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0003\"},{\"file\":\"github_mcp_tools_with_safeoutputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0004\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0005\"}]}"
-          GH_AW_EXPR_1A3A194A: ${{ github.event.discussion.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'discussion' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
-          GH_AW_EXPR_463A214A: ${{ github.event.pull_request.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'pull_request' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
-          GH_AW_EXPR_802A9F6A: ${{ github.event.issue.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'issue' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
-          GH_AW_EXPR_FF1D34CE: ${{ github.event.comment.id || fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').comment_id }}
+          GH_AW_PROMPT_CONFIG: "{\"items\":[{\"content_env\":\"GH_AW_PROMPT_CONTENT_0000\"},{\"file\":\"xpia.md\"},{\"file\":\"temp_folder_prompt.md\"},{\"file\":\"markdown.md\"},{\"file\":\"safe_outputs_mcp_transport_prompt.md\"},{\"file\":\"safe_outputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0001\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0002\"},{\"file\":\"mcp_cli_tools_with_safeoutputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0003\"},{\"file\":\"github_mcp_tools_with_safeoutputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0004\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0005\"}],\"system_item_count\":12}"
+          GH_AW_EXPR_76DF9333: ${{ github.event.pull_request.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'pull_request' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
+          GH_AW_EXPR_77C1A4D2: ${{ github.event.comment.id || fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').comment_id }}
+          GH_AW_EXPR_7C248226: ${{ github.event.issue.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'issue' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
+          GH_AW_EXPR_C19C384F: ${{ github.event.discussion.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'discussion' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
           GH_AW_GITHUB_ACTOR: ${{ github.actor }}
           GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
           GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
           GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
           GH_AW_PROMPT_CONTENT_0000: "<system>\n"
-          GH_AW_PROMPT_CONTENT_0001: "<safe-output-tools>\nTools: add_comment, add_labels, remove_labels(max:2), missing_tool, missing_data, noop\n"
+          GH_AW_PROMPT_CONTENT_0001: "<safe-output-tools>\nTools: add_comment, add_labels, remove_labels(max:2), missing_tool, missing_data, noop(max:2)\n"
           GH_AW_PROMPT_CONTENT_0002: "</safe-output-tools>\n"
-          GH_AW_PROMPT_CONTENT_0003: "<github-context>\nThe following GitHub context information is available for this workflow:\n{{#if github.actor}}\n- **actor**: __GH_AW_GITHUB_ACTOR__\n{{/if}}\n{{#if github.repository}}\n- **repository**: __GH_AW_GITHUB_REPOSITORY__\n{{/if}}\n{{#if github.workspace}}\n- **workspace**: __GH_AW_GITHUB_WORKSPACE__\n{{/if}}\n{{#if github.event.issue.number || (github.aw.context.item_type == 'issue' && github.aw.context.item_number)}}\n- **issue-number**: #__GH_AW_EXPR_802A9F6A__\n{{/if}}\n{{#if github.event.discussion.number || (github.aw.context.item_type == 'discussion' && github.aw.context.item_number)}}\n- **discussion-number**: #__GH_AW_EXPR_1A3A194A__\n{{/if}}\n{{#if github.event.pull_request.number || (github.aw.context.item_type == 'pull_request' && github.aw.context.item_number)}}\n- **pull-request-number**: #__GH_AW_EXPR_463A214A__\n{{/if}}\n{{#if github.event.comment.id || github.aw.context.comment_id}}\n- **comment-id**: __GH_AW_EXPR_FF1D34CE__\n{{/if}}\n{{#if github.run_id}}\n- **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__\n{{/if}}\n</github-context>\n\n"
+          GH_AW_PROMPT_CONTENT_0003: "<github-context>\nThe following GitHub context information is available for this workflow:\n{{#if github.actor}}\n- **actor**: __GH_AW_GITHUB_ACTOR__\n{{/if}}\n{{#if github.repository}}\n- **repository**: __GH_AW_GITHUB_REPOSITORY__\n{{/if}}\n{{#if github.workspace}}\n- **workspace**: __GH_AW_GITHUB_WORKSPACE__\n{{/if}}\n{{#if github.event.issue.number || (github.aw.context.item_type == 'issue' && github.aw.context.item_number)}}\n- **issue-number**: #__GH_AW_EXPR_7C248226__\n{{/if}}\n{{#if github.event.discussion.number || (github.aw.context.item_type == 'discussion' && github.aw.context.item_number)}}\n- **discussion-number**: #__GH_AW_EXPR_C19C384F__\n{{/if}}\n{{#if github.event.pull_request.number || (github.aw.context.item_type == 'pull_request' && github.aw.context.item_number)}}\n- **pull-request-number**: #__GH_AW_EXPR_76DF9333__\n{{/if}}\n{{#if github.event.comment.id || github.aw.context.comment_id}}\n- **comment-id**: __GH_AW_EXPR_77C1A4D2__\n{{/if}}\n{{#if github.run_id}}\n- **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__\n{{/if}}\n</github-context>\n\n"
           GH_AW_PROMPT_CONTENT_0004: "</system>\n"
           GH_AW_PROMPT_CONTENT_0005: "{{#runtime-import .github/workflows/pr-ai-slop-review.md}}\n"
         with:
@@ -324,6 +333,10 @@ jobs:
         env:
           GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
           GH_AW_ENGINE_ID: "copilot"
+          GH_AW_SUB_AGENT_DIR: ".github/agents"
+          GH_AW_SUB_AGENT_EXT: ".agent.md"
+          GH_AW_SKILL_DIR: ".github/skills"
+          GH_AW_SKILL_EXT: "/SKILL.md"
         with:
           script: |
             const path = require('path');
@@ -336,10 +349,10 @@ jobs:
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
           GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
-          GH_AW_EXPR_1A3A194A: ${{ github.event.discussion.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'discussion' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
-          GH_AW_EXPR_463A214A: ${{ github.event.pull_request.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'pull_request' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
-          GH_AW_EXPR_802A9F6A: ${{ github.event.issue.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'issue' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
-          GH_AW_EXPR_FF1D34CE: ${{ github.event.comment.id || fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').comment_id }}
+          GH_AW_EXPR_76DF9333: ${{ github.event.pull_request.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'pull_request' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
+          GH_AW_EXPR_77C1A4D2: ${{ github.event.comment.id || fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').comment_id }}
+          GH_AW_EXPR_7C248226: ${{ github.event.issue.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'issue' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
+          GH_AW_EXPR_C19C384F: ${{ github.event.discussion.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'discussion' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
           GH_AW_GITHUB_ACTOR: ${{ github.actor }}
           GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
           GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
@@ -359,10 +372,10 @@ jobs:
             return await substitutePlaceholders({
               file: process.env.GH_AW_PROMPT,
               substitutions: {
-                GH_AW_EXPR_1A3A194A: process.env.GH_AW_EXPR_1A3A194A,
-                GH_AW_EXPR_463A214A: process.env.GH_AW_EXPR_463A214A,
-                GH_AW_EXPR_802A9F6A: process.env.GH_AW_EXPR_802A9F6A,
-                GH_AW_EXPR_FF1D34CE: process.env.GH_AW_EXPR_FF1D34CE,
+                GH_AW_EXPR_76DF9333: process.env.GH_AW_EXPR_76DF9333,
+                GH_AW_EXPR_77C1A4D2: process.env.GH_AW_EXPR_77C1A4D2,
+                GH_AW_EXPR_7C248226: process.env.GH_AW_EXPR_7C248226,
+                GH_AW_EXPR_C19C384F: process.env.GH_AW_EXPR_C19C384F,
                 GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR,
                 GH_AW_GITHUB_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY,
                 GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID,
@@ -381,20 +394,34 @@ jobs:
           GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
         run: |
           bash "${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh"
+      - name: Inventory installed skills
+        if: success() || failure()
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+        env:
+          GH_AW_SKILL_DIR: ".github/skills"
+        with:
+          script: |
+            const path = require('path');
+            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
+            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
+            setupGlobals(core, github, context, exec, io, getOctokit);
+            const { main } = require(path.join(actionsDir, 'skill_inventory.cjs'));
+            await main();
       - name: Upload info artifact
         if: success() || failure()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: info
           path: /tmp/gh-aw/aw_info.json
           if-no-files-found: ignore
+          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
       - name: Stage prompt files for artifact upload
         run: |
           mkdir -p /tmp/gh-aw/aw-prompts
           cp -a "${RUNNER_TEMP}/gh-aw/aw-prompts/." /tmp/gh-aw/aw-prompts/
       - name: Upload activation artifact
         if: success() || failure()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: activation
           include-hidden-files: true
@@ -402,20 +429,26 @@ jobs:
             /tmp/gh-aw/aw_info.json
             /tmp/gh-aw/models.json
             /tmp/gh-aw/aw-prompts/prompt.txt
+            /tmp/gh-aw/aw-prompts/system.txt
+            /tmp/gh-aw/aw-prompts/user.txt
             /tmp/gh-aw/aw-prompts/prompt-template.txt
             /tmp/gh-aw/aw-prompts/prompt-import-tree.json
             /tmp/gh-aw/github_rate_limits.jsonl
             /tmp/gh-aw/base
             /tmp/gh-aw/.github/agents
             /tmp/gh-aw/.github/skills
+            /tmp/gh-aw/skill_inventory.json
           if-no-files-found: ignore
-          retention-days: 1
+          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '1' }}
 
   agent:
+    name: agent
     needs: activation
     if: needs.activation.outputs.daily_ai_credits_exceeded != 'true'
     runs-on: ubuntu-latest
+    # Permissions for the agent job (workflow permissions default to none).
     permissions:
+      copilot-requests: none
       issues: read
       pull-requests: read
     timeout-minutes: 60
@@ -432,6 +465,7 @@ jobs:
       GH_AW_PR_HEAD_BASE_SHA: ""
       GH_AW_PR_HEAD_REPO: ""
       GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
+      GH_AW_TARGET_REPO_SLUG: ""
       GH_AW_WORKFLOW_ID_SANITIZED: praislopreview
     outputs:
       agentic_engine_timeout: ${{ steps.detect-agent-errors.outputs.agentic_engine_timeout || 'false' }}
@@ -447,6 +481,7 @@ jobs:
       missing_model_pricing_error: ${{ steps.detect-agent-errors.outputs.missing_model_pricing_error || 'false' }}
       missing_model_pricing_model_name: ${{ steps.detect-agent-errors.outputs.missing_model_pricing_model_name || '' }}
       model: ${{ needs.activation.outputs.model }}
+      model_endpoint_mismatch_error: ${{ steps.detect-agent-errors.outputs.model_endpoint_mismatch_error || 'false' }}
       model_not_supported_error: ${{ steps.detect-agent-errors.outputs.model_not_supported_error || 'false' }}
       output: ${{ steps.collect_output.outputs.output }}
       output_types: ${{ steps.collect_output.outputs.output_types }}
@@ -458,7 +493,7 @@ jobs:
     steps:
       - name: Setup Scripts
         id: setup
-        uses: github/gh-aw-actions/setup@924af5fdc64061cfbf66fb584c8b07e2ac230c60 # v0.89.21
+        uses: github/gh-aw-actions/setup@458b269006dcf88e3b5496b6fbecabe4b9a0f954 # v0.92.0
         with:
           destination: ${{ runner.temp }}/gh-aw/actions
           job-name: ${{ github.job }}
@@ -467,9 +502,10 @@ jobs:
         env:
           GH_AW_SETUP_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/pr-ai-slop-review.lock.yml@${{ github.ref }}
-          GH_AW_INFO_VERSION: "1.0.87"
-          GH_AW_INFO_AWF_VERSION: "v0.28.23"
+          GH_AW_INFO_VERSION: "1.0.96"
+          GH_AW_INFO_AWF_VERSION: "v0.28.57"
           GH_AW_INFO_ENGINE_ID: "copilot"
+          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
       - name: Set runtime paths
         id: set-runtime-paths
         env:
@@ -500,7 +536,7 @@ jobs:
         env:
           GH_TOKEN: ${{ github.token }}
       - name: Download activation artifact
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: activation
           path: /tmp/gh-aw
@@ -508,12 +544,12 @@ jobs:
         run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh"
         env:
           GH_HOST: github.com
-          GH_AW_COMPILED_VERSION: v0.89.21
+          GH_AW_COMPILED_VERSION: v0.92.0
       - name: Install AWF binary
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.28.23 --rootless
+        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.28.57 --rootless
       - name: Determine automatic lockdown mode for GitHub MCP Server
         id: determine-automatic-lockdown
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
           GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
           GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
@@ -544,7 +580,7 @@ jobs:
         run: "node <<'NODE'\nconst fs = require('fs');\nconst harnessPath = `${process.env.RUNNER_TEMP}/gh-aw/actions/copilot_harness.cjs`;\nconst harness = fs.readFileSync(harnessPath, 'utf8');\nconst quotaBranch = [\n  '          if (isQuotaExceeded) {',\n  '            log(`attempt ${attempt + 1}: Copilot quota exceeded — not retrying`);',\n  '            return { action: \"stop\" };',\n  '          }',\n].join('\\n');\nconst nonBlockingQuotaBranch = [\n  '          let quotaErrorMsg = null;',\n  '          if (isQuotaExceeded) {',\n  '            log(`attempt ${attempt + 1}: Copilot quota exceeded — not retrying`);',\n  '            quotaErrorMsg = { action: \"stop\" };',\n  '          }',\n  '          if (/\\\\b429\\\\b|Too Many Requests/i.test(result.output)) {',\n  '            log(`attempt ${attempt + 1}: Copilot quota unavailable — exiting 0`);',\n  '            quotaErrorMsg = { action: \"stop\", exitCode: 0 };',\n  '          }',\n  '          if (quotaErrorMsg) {',\n  '            return quotaErrorMsg;',\n  '          }',\n].join('\\n');\n\nif (harness.split(quotaBranch).length !== 2) {\n  throw new Error('Unexpected Copilot quota branch; re-audit the gh-aw upgrade');\n}\nfs.writeFileSync(harnessPath, harness.replace(quotaBranch, nonBlockingQuotaBranch));\nNODE"
 
       - name: Download container images
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.28.23@sha256:2c78aaba1c108e130e2d6d01e4f2cca334ea04c53e6f258913ac34173fe7e3b2 ghcr.io/github/gh-aw-firewall/api-proxy:0.28.23@sha256:c15c3d1208df10c5b588a3657be53742aa982ae0909d1eb1812525268794ca64 ghcr.io/github/gh-aw-firewall/squid:0.28.23@sha256:02ffc56dd40158223064ef03a78c2d9717473c93723b4e403d455ea6f0b09ae0 ghcr.io/github/gh-aw-mcpg:v0.4.25@sha256:9be0a86220e807a0ecc89e53d7453468f7a53fbc6b3d1efd2299025ffe01d086 ghcr.io/github/gh-aw-node@sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e ghcr.io/github/github-mcp-server:v1.12.2@sha256:508a0857ec762b1ab1cece29193345b501fab1dd9d1228a7b617062954cecac6
+        run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.28.57@sha256:a9861b2fad1d29c586bbbf98840a61056e30e2720d8d9ec2c0def9049566bd8a ghcr.io/github/gh-aw-firewall/api-proxy:0.28.57@sha256:f2925ff32dc972a5d8b90a7785b6ca68052efd2575fe896556ac457e22e86dcc ghcr.io/github/gh-aw-firewall/squid:0.28.57@sha256:be808c16b535ebabd070eebe086fe6bffd5bb86b2e5fe8e5cdad30068eb9c0ac ghcr.io/github/gh-aw-mcpg:v0.4.31@sha256:dbec0f2ddef6adf83b7764019323096e3e5cc0f3886255f6320555b7fe2a7caf ghcr.io/github/gh-aw-node@sha256:bac2192f6374d6262116399b34fc5e143d576f82719e90a18261cae7480f4d4e ghcr.io/github/github-mcp-server:v2.0.2@sha256:ffced0d76e77428532a2ced185516992d77fd146d69eec2f244e6237d1a97796
       - name: Prepare Safe Outputs Directories
         run: |
           mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs"
@@ -555,7 +591,7 @@ jobs:
         env:
           GH_AW_FILE_ROOT: "${{ runner.temp }}/gh-aw"
           GH_AW_FILE_CONFIG: "{\"files\":[{\"path\":\"safeoutputs/config.json\",\"content_env\":\"GH_AW_SAFE_OUTPUTS_CONFIG\"}]}"
-          GH_AW_SAFE_OUTPUTS_CONFIG: "{\"add_comment\":{\"hide_older_comments\":true,\"max\":1},\"add_labels\":{\"allowed\":[\"ai-slop:high\",\"ai-slop:med\"],\"max\":1},\"create_report_incomplete_issue\":{},\"mentions\":{\"enabled\":false},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"false\"},\"remove_labels\":{\"allowed\":[\"ai-slop:high\",\"ai-slop:med\"],\"max\":2},\"report_incomplete\":{}}"
+          GH_AW_SAFE_OUTPUTS_CONFIG: "{\"add_comment\":{\"hide_older_comments\":true,\"max\":1},\"add_labels\":{\"allowed\":[\"ai-slop:high\",\"ai-slop:med\"],\"max\":1},\"create_report_incomplete_issue\":{},\"mentions\":{\"enabled\":false},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":2,\"report-as-issue\":\"false\"},\"remove_labels\":{\"allowed\":[\"ai-slop:high\",\"ai-slop:med\"],\"max\":2},\"report_incomplete\":{}}"
         with:
           script: |
             const path = require('path');
@@ -570,7 +606,7 @@ jobs:
             {
               "description_suffixes": {
                 "add_comment": " CONSTRAINTS: Maximum 1 comment(s) can be added. Supports reply_to_id for discussion threading.",
-                "add_labels": " CONSTRAINTS: Maximum 1 label(s) can be added. Only these labels are allowed: [\"ai-slop:high\" \"ai-slop:med\"].",
+                "add_labels": " CONSTRAINTS: Maximum 1 add_labels call(s) allowed. Maximum 10 label(s) per call. Only these labels are allowed: [\"ai-slop:high\" \"ai-slop:med\"].",
                 "remove_labels": " CONSTRAINTS: Maximum 2 label(s) can be removed. Only these labels can be removed: [ai-slop:high ai-slop:med]."
               },
               "repo_params": {},
@@ -685,7 +721,7 @@ jobs:
                 }
               },
               "noop": {
-                "defaultMax": 1,
+                "defaultMax": 2,
                 "fields": {
                   "message": {
                     "required": true,
@@ -740,6 +776,9 @@ jobs:
       - name: Start MCP Gateway
         id: start-mcp-gateway
         env:
+          GH_AW_GUARD_APPROVAL_LABELS: ${{ steps.parse-guard-vars.outputs.approval_labels }}
+          GH_AW_GUARD_BLOCKED_USERS: ${{ steps.parse-guard-vars.outputs.blocked_users }}
+          GH_AW_GUARD_TRUSTED_USERS: ${{ steps.parse-guard-vars.outputs.trusted_users }}
           GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST: ${{ vars.GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST || 'true' }}
           GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
           GH_AW_SAFE_OUTPUTS_CONFIG_PATH: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS_CONFIG_PATH }}
@@ -773,22 +812,23 @@ jobs:
           export GH_AW_PR_HEAD_BASE_PR_NUMBER="${GH_AW_PR_HEAD_BASE_PR_NUMBER:-}"
           export GH_AW_PR_HEAD_BASE_REF="${GH_AW_PR_HEAD_BASE_REF:-}"
           export GH_AW_PR_HEAD_REPO="${GH_AW_PR_HEAD_REPO:-}"
+          export GH_AW_TARGET_REPO_SLUG="${GH_AW_TARGET_REPO_SLUG:-}"
           export DEBUG="*"
 
           export GH_AW_ENGINE="copilot"
           MCP_GATEWAY_UID=$(id -u 2>/dev/null || echo '0')
           MCP_GATEWAY_GID=$(id -g 2>/dev/null || echo '0')
           source "${RUNNER_TEMP}/gh-aw/actions/resolve_docker_socket_gid.sh"
-          export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network bridge -p 127.0.0.1:'"${MCP_GATEWAY_PORT}"':'"${MCP_GATEWAY_PORT}"' --name awmg-mcpg --add-host host.docker.internal:host-gateway --user '"${MCP_GATEWAY_UID}"':'"${MCP_GATEWAY_GID}"' --group-add '"${DOCKER_SOCK_GID}"' -v '"${DOCKER_SOCK_PATH}"':/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_AGENT_ID -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DOCKER_HOST=unix:///var/run/docker.sock -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_PR_HEAD_BASE_BRANCH -e GH_AW_PR_HEAD_BASE_SHA -e GH_AW_PR_HEAD_BASE_REPO -e GH_AW_PR_HEAD_BASE_PR_NUMBER -e GH_AW_PR_HEAD_BASE_REF -e GH_AW_PR_HEAD_REPO -e GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GH_AW_SINK_VISIBILITY -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e RUNNER_TEMP -e RUNNER_TOOL_CACHE -e MCP_GATEWAY_ALLOWED_MOUNT_ROOTS -e GITHUB_AW_OTEL_TRACE_ID -e GITHUB_AW_OTEL_PARENT_SPAN_ID -e OTEL_EXPORTER_OTLP_HEADERS -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw -v '"${RUNNER_TEMP}"'/gh-aw/safeoutputs:'"${RUNNER_TEMP}"'/gh-aw/safeoutputs:rw ghcr.io/github/gh-aw-mcpg:v0.4.25'
+          export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network bridge -p 127.0.0.1:'"${MCP_GATEWAY_PORT}"':'"${MCP_GATEWAY_PORT}"' --name awmg-mcpg --add-host host.docker.internal:host-gateway --user '"${MCP_GATEWAY_UID}"':'"${MCP_GATEWAY_GID}"' --group-add '"${DOCKER_SOCK_GID}"' -v '"${DOCKER_SOCK_PATH}"':/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_AGENT_ID -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DOCKER_HOST=unix:///var/run/docker.sock -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_TARGET_REPO_SLUG -e GH_AW_PR_HEAD_BASE_BRANCH -e GH_AW_PR_HEAD_BASE_SHA -e GH_AW_PR_HEAD_BASE_REPO -e GH_AW_PR_HEAD_BASE_PR_NUMBER -e GH_AW_PR_HEAD_BASE_REF -e GH_AW_PR_HEAD_REPO -e GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GH_AW_SINK_VISIBILITY -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e RUNNER_TEMP -e RUNNER_TOOL_CACHE -e MCP_GATEWAY_ALLOWED_MOUNT_ROOTS -e GITHUB_AW_OTEL_TRACE_ID -e GITHUB_AW_OTEL_PARENT_SPAN_ID -e OTEL_EXPORTER_OTLP_HEADERS -e GH_AW_GUARD_APPROVAL_LABELS -e GH_AW_GUARD_BLOCKED_USERS -e GH_AW_GUARD_TRUSTED_USERS -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw -v '"${RUNNER_TEMP}"'/gh-aw/safeoutputs:'"${RUNNER_TEMP}"'/gh-aw/safeoutputs:rw ghcr.io/github/gh-aw-mcpg:v0.4.31@sha256:dbec0f2ddef6adf83b7764019323096e3e5cc0f3886255f6320555b7fe2a7caf'
 
           mkdir -p "$HOME/.copilot"
           GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node)
-          cat << GH_AW_MCP_CONFIG_7ff34e101789c0b6_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
+          cat << GH_AW_MCP_CONFIG_293a804dd05fb938_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
           {
             "mcpServers": {
               "github": {
                 "type": "stdio",
-                "container": "ghcr.io/github/github-mcp-server:v1.12.2",
+                "container": "ghcr.io/github/github-mcp-server:v2.0.2",
                 "env": {
                   "GITHUB_FEATURES": "fields_param",
                   "GITHUB_HOST": "${GITHUB_SERVER_URL}",
@@ -798,11 +838,11 @@ jobs:
                 },
                 "guard-policies": {
                   "allow-only": {
-                    "approval-labels": ${{ steps.parse-guard-vars.outputs.approval_labels }},
-                    "blocked-users": ${{ steps.parse-guard-vars.outputs.blocked_users }},
+                    "approval-labels": ${GH_AW_GUARD_APPROVAL_LABELS},
+                    "blocked-users": ${GH_AW_GUARD_BLOCKED_USERS},
                     "min-integrity": "unapproved",
                     "repos": "all",
-                    "trusted-users": ${{ steps.parse-guard-vars.outputs.trusted_users }}
+                    "trusted-users": ${GH_AW_GUARD_TRUSTED_USERS}
                   }
                 }
               },
@@ -823,6 +863,7 @@ jobs:
                   "GH_AW_SAFE_OUTPUTS": "\${GH_AW_SAFE_OUTPUTS}",
                   "GH_AW_SAFE_OUTPUTS_CONFIG_PATH": "\${GH_AW_SAFE_OUTPUTS_CONFIG_PATH}",
                   "GH_AW_SAFE_OUTPUTS_TOOLS_PATH": "\${GH_AW_SAFE_OUTPUTS_TOOLS_PATH}",
+                  "GH_AW_TARGET_REPO_SLUG": "\${GH_AW_TARGET_REPO_SLUG}",
                   "GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST": "\${GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST}",
                   "GH_AW_PR_HEAD_BASE_BRANCH": "\${GH_AW_PR_HEAD_BASE_BRANCH}",
                   "GH_AW_PR_HEAD_BASE_SHA": "\${GH_AW_PR_HEAD_BASE_SHA}",
@@ -861,7 +902,7 @@ jobs:
               }
             }
           }
-          GH_AW_MCP_CONFIG_7ff34e101789c0b6_EOF
+          GH_AW_MCP_CONFIG_293a804dd05fb938_EOF
       - name: Mount MCP servers as CLIs
         id: mount-mcp-clis
         continue-on-error: true
@@ -879,12 +920,25 @@ jobs:
             const { main } = require(path.join(actionsDir, 'mount_mcp_as_cli.cjs'));
             await main();
       - name: Clean credentials
-        continue-on-error: true
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh"
+        run: |
+          bash "${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh"
+          bash "${RUNNER_TEMP}/gh-aw/actions/verify_git_credentials.sh"
       - name: Audit pre-agent workspace
         id: pre_agent_audit
         continue-on-error: true
         run: bash "${RUNNER_TEMP}/gh-aw/actions/audit_pre_agent_workspace.sh"
+      - name: Log GitHub rate limits at agent start
+        continue-on-error: true
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+        with:
+          github-token: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+          script: |
+            const path = require('path');
+            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
+            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
+            setupGlobals(core, github, context, exec, io, getOctokit);
+            const { fetchAndLogRateLimit } = require(path.join(actionsDir, 'github_rate_limit_logger.cjs'));
+            await fetchAndLogRateLimit(github, 'agent_start', true);
       - name: Execute GitHub Copilot CLI
         id: agentic_execution
         # Copilot CLI tool arguments (sorted):
@@ -892,9 +946,10 @@ jobs:
         run: |
           set -o pipefail
           printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
+          gh_aw_exit_code=0
           trap 'gh_aw_exit_code=$?; mkdir -p /tmp/gh-aw >/dev/null 2>&1 || true; printf "%s" "$gh_aw_exit_code" > /tmp/gh-aw/agent_execution_exit_code.txt || true; rm -f "$HOME/.copilot/settings.json"; if [ "$gh_aw_exit_code" -ne 0 ]; then echo "::error::Agent execution exited with code $gh_aw_exit_code"; fi' EXIT
           mkdir -p "$HOME/.copilot"
-          printf '%s' '{"builtInAgents":{"rubberDuck":false}}' > "$HOME/.copilot/settings.json"
+          printf '%s' '{"builtInAgents":{"rubberDuck":false},"enabledFeatureFlags":{"EXTENSIONS":false}}' > "$HOME/.copilot/settings.json"
           export XDG_CONFIG_HOME="$HOME"
           export GH_AW_MCP_CONFIG="$HOME/.copilot/mcp-config.json"
           GH_AW_COPILOT_SRC="$(command -v copilot 2>/dev/null || true)"
@@ -915,7 +970,7 @@ jobs:
           export COPILOT_API_KEY="$COPILOT_DUMMY_BYOK"
           (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
           # shellcheck disable=SC2016
-          printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.28.23/awf-config.schema.json","network":{"allowDomains":["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","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","s.symcb.com","s.symcd.com","security.ubuntu.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com","www.googleapis.com"],"isolation":true,"topologyAttach":["awmg-mcpg"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":12,"maxCacheMisses":5,"maxAiCredits":60,"models":{"agent":["sonnet-6x","gpt-6","gpt-5.4","gpt-5.5","gpt-5.6","gpt-5.3","gemini-pro","any"],"antigravity":["copilot/antigravity*","google/antigravity*","gemini/antigravity*"],"any":["copilot/*","anthropic/*","openai/*","google/*","gemini/*"],"auto":["copilot/auto","large"],"claude":["agent"],"codex":["agent"],"coding":["copilot/gpt-5*codex*","openai/gpt-5*codex*","gpt-5-codex","kimi"],"computer-use":["copilot/*computer-use*","google/*computer-use*","gemini/*computer-use*","openai/*computer-use*"],"copilot":["agent"],"deep-research":["copilot/deep-research*","copilot/o3-deep-research*","copilot/o4-mini-deep-research*","google/deep-research*","gemini/deep-research*","openai/o3-deep-research*","openai/o4-mini-deep-research*"],"detection":["small"],"evals":["small"],"fable":["copilot/*fable*","anthropic/*fable*"],"gemini":["agent"],"gemini-3-flash":["copilot/gemini-3*flash*","google/gemini-3*flash*","gemini/gemini-3*flash*"],"gemini-3-pro":["copilot/gemini-3*pro*","google/gemini-3*pro*","google/nano-banana*","gemini/gemini-3*pro*"],"gemini-3.1-flash":["copilot/gemini-3.1*flash*","google/gemini-3.1*flash*","gemini/gemini-3.1*flash*"],"gemini-3.1-pro":["copilot/gemini-3.1*pro*","google/gemini-3.1*pro*","gemini/gemini-3.1*pro*"],"gemini-3.5-flash":["copilot/gemini-3.5*flash*","google/gemini-3.5*flash*","gemini/gemini-3.5*flash*"],"gemini-3.6-flash":["copilot/gemini-3.6*flash*","google/gemini-3.6*flash*","gemini/gemini-3.6*flash*"],"gemini-3.7-flash":["copilot/gemini-3.7*flash*","google/gemini-3.7*flash*","gemini/gemini-3.7*flash*"],"gemini-3.8-flash":["copilot/gemini-3.8*flash*","google/gemini-3.8*flash*","gemini/gemini-3.8*flash*"],"gemini-flash":["copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"],"gemini-flash-lite":["copilot/gemini-*flash*lite*","google/gemini-*flash*lite*","gemini/gemini-*flash*lite*"],"gemini-omni":["copilot/gemini-omni*","google/gemini-omni*","gemini/gemini-omni*"],"gemini-pro":["copilot/gemini-*pro*","google/gemini-*pro*","gemini/gemini-*pro*"],"gemma":["copilot/gemma*","google/gemma*","gemini/gemma*"],"gpt-5":["copilot/gpt-5*","openai/gpt-5*"],"gpt-5-codex":["copilot/gpt-5*codex*","openai/gpt-5*codex*"],"gpt-5-mini":["copilot/gpt-5*mini*","openai/gpt-5*mini*"],"gpt-5-nano":["copilot/gpt-5*nano*","openai/gpt-5*nano*"],"gpt-5-pro":["copilot/gpt-5*pro*","openai/gpt-5*pro*"],"gpt-5.1":["copilot/gpt-5.1*","openai/gpt-5.1*"],"gpt-5.2":["copilot/gpt-5.2*","openai/gpt-5.2*"],"gpt-5.3":["copilot/gpt-5.3*","openai/gpt-5.3*"],"gpt-5.4":["copilot/gpt-5.4*","openai/gpt-5.4*"],"gpt-5.5":["copilot/gpt-5.5*","openai/gpt-5.5*"],"gpt-5.6":["copilot/gpt-5.6*","openai/gpt-5.6*"],"gpt-6":["copilot/gpt-6*","openai/gpt-6*"],"grok":["copilot/*grok*","openai/*grok*"],"haiku":["copilot/*haiku*","anthropic/*haiku*"],"image-generation":["copilot/gpt-image*","openai/gpt-image*","openai/chatgpt-image*","copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","google/imagen*"],"kimi":["copilot/kimi*","openai/kimi*"],"kiwi":["copilot/kiwi*","openai/kiwi*"],"large":["sonnet","gpt-6","gpt-5-pro","gpt-5","gemini-pro"],"lyria":["google/lyria*","gemini/lyria*","copilot/lyria*"],"mai-code":["copilot/MAI-Code*","copilot/mai-code*","openai/MAI-Code*"],"mai-code-1-flash-picker":["copilot/MAI-Code-1-Flash-picker*","copilot/mai-code-1-flash-picker*","openai/MAI-Code-1-Flash-picker*"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"nano-banana":["copilot/nano-banana*","google/nano-banana*","gemini/nano-banana*"],"opus":["copilot/*opus*","anthropic/*opus*"],"opusplan":["opus?effort=high"],"raptor-mini":["copilot/raptor*","openai/raptor*"],"reasoning":["copilot/o1*","copilot/o3*","copilot/o4*","openai/o1*","openai/o3*","openai/o4*"],"robotics":["copilot/*robotics*","google/*robotics*","gemini/*robotics*"],"small":["mini"],"small-agent":["haiku","gpt-5-mini","gemini-flash"],"sonnet":["copilot/*sonnet*","anthropic/*sonnet*"],"sonnet-6x":["copilot/*sonnet-4.5*","copilot/*sonnet-4.6*","copilot/*sonnet-5*","copilot/*sonnet-4-5-*","anthropic/*sonnet-4-5-*","copilot/*sonnet-4-6*","anthropic/*sonnet-4-6*","anthropic/*sonnet-5*"],"summarization":["haiku","gpt-5-mini","gemini-flash-lite","mini"],"veo":["google/veo*","gemini/veo*"],"vision":["copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"]}},"container":{"imageTag":"0.28.23,squid=sha256:02ffc56dd40158223064ef03a78c2d9717473c93723b4e403d455ea6f0b09ae0,agent=sha256:2c78aaba1c108e130e2d6d01e4f2cca334ea04c53e6f258913ac34173fe7e3b2,api-proxy=sha256:c15c3d1208df10c5b588a3657be53742aa982ae0909d1eb1812525268794ca64,cli-proxy=sha256:9e31a6e518eba44652b9ae94ce55c3b6958e06290c3b81b08de4174751bb439a"},"logging":{"proxyLogsDir":"/tmp/gh-aw/sandbox/firewall/logs","auditDir":"/tmp/gh-aw/sandbox/firewall/audit"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.28.57/awf-config.schema.json","network":{"allowDomains":["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","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","s.symcb.com","s.symcd.com","security.ubuntu.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com","www.googleapis.com"],"isolation":true,"topologyAttach":["awmg-mcpg"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":12,"maxCacheMisses":5,"maxAiCredits":60,"models":{"agent":["sonnet-6x","gpt-6","gpt-5.4","gpt-5.5","gpt-5.6","gpt-5.3","gemini-pro","any"],"antigravity":["copilot/antigravity*","google/antigravity*","gemini/antigravity*"],"any":["copilot/*","anthropic/*","openai/*","google/*","gemini/*"],"auto":["copilot/auto","large"],"claude":["agent"],"codex":["agent"],"coding":["copilot/gpt-5*codex*","openai/gpt-5*codex*","gpt-5-codex","kimi"],"computer-use":["copilot/*computer-use*","google/*computer-use*","gemini/*computer-use*","openai/*computer-use*"],"copilot":["agent"],"deep-research":["copilot/deep-research*","copilot/o3-deep-research*","copilot/o4-mini-deep-research*","google/deep-research*","gemini/deep-research*","openai/o3-deep-research*","openai/o4-mini-deep-research*"],"detection":["small"],"evals":["small"],"fable":["copilot/*fable*","anthropic/*fable*"],"gemini":["agent"],"gemini-3-flash":["copilot/gemini-3*flash*","google/gemini-3*flash*","gemini/gemini-3*flash*"],"gemini-3-pro":["copilot/gemini-3*pro*","google/gemini-3*pro*","google/nano-banana*","gemini/gemini-3*pro*"],"gemini-3.1-flash":["copilot/gemini-3.1*flash*","google/gemini-3.1*flash*","gemini/gemini-3.1*flash*"],"gemini-3.1-pro":["copilot/gemini-3.1*pro*","google/gemini-3.1*pro*","gemini/gemini-3.1*pro*"],"gemini-3.5-flash":["copilot/gemini-3.5*flash*","google/gemini-3.5*flash*","gemini/gemini-3.5*flash*"],"gemini-3.6-flash":["copilot/gemini-3.6*flash*","google/gemini-3.6*flash*","gemini/gemini-3.6*flash*"],"gemini-3.7-flash":["copilot/gemini-3.7*flash*","google/gemini-3.7*flash*","gemini/gemini-3.7*flash*"],"gemini-3.8-flash":["copilot/gemini-3.8*flash*","google/gemini-3.8*flash*","gemini/gemini-3.8*flash*"],"gemini-flash":["copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"],"gemini-flash-lite":["copilot/gemini-*flash*lite*","google/gemini-*flash*lite*","gemini/gemini-*flash*lite*"],"gemini-omni":["copilot/gemini-omni*","google/gemini-omni*","gemini/gemini-omni*"],"gemini-pro":["copilot/gemini-*pro*","google/gemini-*pro*","gemini/gemini-*pro*"],"gemma":["copilot/gemma*","google/gemma*","gemini/gemma*"],"gpt-5":["copilot/gpt-5*","openai/gpt-5*"],"gpt-5-codex":["copilot/gpt-5*codex*","openai/gpt-5*codex*"],"gpt-5-mini":["copilot/gpt-5*mini*","openai/gpt-5*mini*"],"gpt-5-nano":["copilot/gpt-5*nano*","openai/gpt-5*nano*"],"gpt-5-pro":["copilot/gpt-5*pro*","openai/gpt-5*pro*"],"gpt-5.1":["copilot/gpt-5.1*","openai/gpt-5.1*"],"gpt-5.2":["copilot/gpt-5.2*","openai/gpt-5.2*"],"gpt-5.3":["copilot/gpt-5.3*","openai/gpt-5.3*"],"gpt-5.4":["copilot/gpt-5.4*","openai/gpt-5.4*"],"gpt-5.5":["copilot/gpt-5.5*","openai/gpt-5.5*"],"gpt-5.6":["copilot/gpt-5.6*","openai/gpt-5.6*"],"gpt-6":["copilot/gpt-6*","openai/gpt-6*"],"grok":["copilot/*grok*","openai/*grok*"],"haiku":["copilot/*haiku*","anthropic/*haiku*"],"image-generation":["copilot/gpt-image*","openai/gpt-image*","openai/chatgpt-image*","copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","google/imagen*"],"kimi":["copilot/kimi*","openai/kimi*"],"kiwi":["copilot/kiwi*","openai/kiwi*"],"large":["sonnet","gpt-6","gpt-5-pro","gpt-5","gemini-pro"],"lyria":["google/lyria*","gemini/lyria*","copilot/lyria*"],"mai-code":["copilot/MAI-Code*","copilot/mai-code*","openai/MAI-Code*"],"mai-code-1-flash-picker":["copilot/MAI-Code-1-Flash-picker*","copilot/mai-code-1-flash-picker*","openai/MAI-Code-1-Flash-picker*"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"nano-banana":["copilot/nano-banana*","google/nano-banana*","gemini/nano-banana*"],"opus":["copilot/*opus*","anthropic/*opus*"],"opusplan":["opus?effort=high"],"raptor-mini":["copilot/raptor*","openai/raptor*"],"reasoning":["copilot/o1*","copilot/o3*","copilot/o4*","openai/o1*","openai/o3*","openai/o4*"],"robotics":["copilot/*robotics*","google/*robotics*","gemini/*robotics*"],"small":["mini"],"small-agent":["haiku","gpt-5-mini","gemini-flash"],"sonnet":["copilot/*sonnet*","anthropic/*sonnet*"],"sonnet-6x":["copilot/*sonnet-4.5*","copilot/*sonnet-4.6*","copilot/*sonnet-5*","copilot/*sonnet-4-5-*","anthropic/*sonnet-4-5-*","copilot/*sonnet-4-6*","anthropic/*sonnet-4-6*","anthropic/*sonnet-5*"],"summarization":["haiku","gpt-5-mini","gemini-flash-lite","mini"],"veo":["google/veo*","gemini/veo*"],"vision":["copilot/gemini-*image*","google/gemini-*image*","gemini/gemini-*image*","copilot/gemini-*flash*","google/gemini-*flash*","gemini/gemini-*flash*"]}},"container":{"imageTag":"0.28.57,squid=sha256:be808c16b535ebabd070eebe086fe6bffd5bb86b2e5fe8e5cdad30068eb9c0ac,agent=sha256:a9861b2fad1d29c586bbbf98840a61056e30e2720d8d9ec2c0def9049566bd8a,api-proxy=sha256:f2925ff32dc972a5d8b90a7785b6ca68052efd2575fe896556ac457e22e86dcc,cli-proxy=sha256:4584f030659ee51958223a3c6156e8119c6a94affbfcd92ce75f204702c52641"},"logging":{"proxyLogsDir":"/tmp/gh-aw/sandbox/firewall/logs","auditDir":"/tmp/gh-aw/sandbox/firewall/audit"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json"
           cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
           export GH_AW_MODELS_JSON_PATH="/tmp/gh-aw/models.json"
           GH_AW_DOCKER_HOST=""
@@ -944,24 +999,26 @@ jobs:
           GH_AW_AWF_LOG_FILE=/tmp/gh-aw/agent-stdio.log \
           GH_AW_AWF_ATTEMPT_LOG_NAME=copilot \
           bash "${RUNNER_TEMP}/gh-aw/actions/run_awf_with_startup_retries.sh" -- \
-            awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_TOOL_CACHE_MOUNT:+--mount "$GH_AW_TOOL_CACHE_MOUNT"} ${GH_AW_DOCKER_HOST:+--docker-host "$GH_AW_DOCKER_HOST"} --env-all --exclude-env ACTIONS_ID_TOKEN_REQUEST_TOKEN --exclude-env ACTIONS_ID_TOKEN_REQUEST_URL --exclude-env COPILOT_GITHUB_TOKEN --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_AGENT_ID --mount /tmp/gh-aw:/tmp/gh-aw:rw --log-level info --skip-pull \
-            -- /bin/bash -c 'set +o histexpand; export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; GH_AW_TOOL_BINS="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')"; GH_AW_TOOL_BINS="${GH_AW_TOOL_BINS%:}"; export PATH="$PATH${GH_AW_TOOL_BINS:+:}$GH_AW_TOOL_BINS"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; GH_AW_NPM_GLOBAL_ROOT="$(npm root -g 2>/dev/null || true)"; if [ -n "$GH_AW_NPM_GLOBAL_ROOT" ]; then export NODE_PATH="${GH_AW_NPM_GLOBAL_ROOT}${NODE_PATH:+:${NODE_PATH}}"; fi; "$GH_AW_NODE_EXEC" "${RUNNER_TEMP}/gh-aw/actions/copilot_harness.cjs" "${RUNNER_TEMP}/gh-aw/bin/copilot" --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --disable-builtin-mcps --no-ask-user --allow-all-tools --allow-all-paths --add-dir "${GITHUB_WORKSPACE}" --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt'
+            awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_ENGINE_STEP_TIMEOUT_MINUTES:+--agent-timeout "$GH_AW_ENGINE_STEP_TIMEOUT_MINUTES"} ${GH_AW_TOOL_CACHE_MOUNT:+--mount "$GH_AW_TOOL_CACHE_MOUNT"} ${GH_AW_DOCKER_HOST:+--docker-host "$GH_AW_DOCKER_HOST"} --env-all --exclude-env ACTIONS_ID_TOKEN_REQUEST_TOKEN --exclude-env ACTIONS_ID_TOKEN_REQUEST_URL --exclude-env COPILOT_GITHUB_TOKEN --exclude-env GH_AW_OTLP_ALL_HEADERS --exclude-env GH_AW_OTLP_ENDPOINTS --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_AGENT_ID --exclude-env OTEL_EXPORTER_OTLP_ENDPOINT --exclude-env OTEL_EXPORTER_OTLP_HEADERS --mount /tmp/gh-aw:/tmp/gh-aw:rw --log-level info --session-state-dir /tmp/gh-aw/sandbox/agent/session-state --skip-pull \
+            -- /bin/bash -c 'set +o histexpand; export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; GH_AW_TOOL_BINS="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr "\n" ":")"; GH_AW_TOOL_BINS="${GH_AW_TOOL_BINS%:}"; export PATH="$PATH${GH_AW_TOOL_BINS:+:}$GH_AW_TOOL_BINS"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; GH_AW_NPM_GLOBAL_ROOT="$(npm root -g 2>/dev/null || true)"; if [ -n "$GH_AW_NPM_GLOBAL_ROOT" ]; then export NODE_PATH="${GH_AW_NPM_GLOBAL_ROOT}${NODE_PATH:+:${NODE_PATH}}"; fi; "$GH_AW_NODE_EXEC" "${RUNNER_TEMP}/gh-aw/actions/copilot_harness.cjs" "${RUNNER_TEMP}/gh-aw/bin/copilot" --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --disable-builtin-mcps --no-ask-user --allow-all-tools --deny-tool workflow --allow-all-paths --add-dir "${GITHUB_WORKSPACE}" --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt'
         env:
           AWF_REFLECT_ENABLED: 1
           COPILOT_AGENT_RUNNER_TYPE: STANDALONE
           COPILOT_DUMMY_BYOK: dummy-byok-key-for-offline-mode
           COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
           COPILOT_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || vars.GH_AW_DEFAULT_MODEL_COPILOT || 'auto' }}
+          GH_AW_ENGINE_STEP_TIMEOUT_MINUTES: ${{ fromJSON(vars.GH_AW_DEFAULT_TIMEOUT_MINUTES || '20') }}
           GH_AW_LLM_PROVIDER: github
           GH_AW_MAX_TURNS: 12
           GH_AW_PHASE: agent
           GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
           GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
           GH_AW_TIMEOUT_MINUTES: ${{ fromJSON(vars.GH_AW_DEFAULT_TIMEOUT_MINUTES || '20') }}
-          GH_AW_VERSION: v0.89.21
+          GH_AW_VERSION: v0.92.0
           GITHUB_API_URL: ${{ github.api_url }}
           GITHUB_AW: true
           GITHUB_COPILOT_INTEGRATION_ID: agentic-workflows
+          GITHUB_COPILOT_PROMPT_MODE_EXTENSIONS: false
           GITHUB_HEAD_REF: ${{ github.head_ref }}
           GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           GITHUB_REF_NAME: ${{ github.ref_name }}
@@ -974,6 +1031,19 @@ jobs:
           GIT_COMMITTER_NAME: github-actions[bot]
           RUNNER_TEMP: ${{ runner.temp }}
           TRACEPARENT: ${{ env.GITHUB_AW_OTEL_TRACE_ID != '' && env.GITHUB_AW_OTEL_PARENT_SPAN_ID != '' && format('00-{0}-{1}-01', env.GITHUB_AW_OTEL_TRACE_ID, env.GITHUB_AW_OTEL_PARENT_SPAN_ID) || '' }}
+      - name: Log GitHub rate limits at agent end
+        if: always()
+        continue-on-error: true
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+        with:
+          github-token: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+          script: |
+            const path = require('path');
+            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
+            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
+            setupGlobals(core, github, context, exec, io, getOctokit);
+            const { fetchAndLogRateLimit } = require(path.join(actionsDir, 'github_rate_limit_logger.cjs'));
+            await fetchAndLogRateLimit(github, 'agent_end', true);
       - name: Detect agent errors
         if: always()
         id: detect-agent-errors
@@ -1127,35 +1197,49 @@ jobs:
       - name: Upload agent output fallback artifact
         if: always()
         continue-on-error: true
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: agent-output-fallback
           path: |
             /tmp/gh-aw/agent_output.json
             /tmp/gh-aw/safeoutputs.jsonl
             /tmp/gh-aw/agent_execution.json
+            /tmp/gh-aw/agent_execution_exit_code.txt
             /tmp/gh-aw/agent_usage.jsonl
             /tmp/gh-aw/agent_usage.json
+            /tmp/gh-aw/agent/model-endpoint-mismatch.json
             /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl
+            /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/model-routing.jsonl
             /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl
+            /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/model-routing.jsonl
             /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl
+            /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/model-routing.jsonl
           if-no-files-found: ignore
+          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
       - name: Upload agent artifacts
         if: always()
         continue-on-error: true
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: agent
           path: |
             /tmp/gh-aw/aw-prompts/prompt.txt
             /tmp/gh-aw/agent_execution.json
+            /tmp/gh-aw/agent_execution_exit_code.txt
+            /tmp/gh-aw/agent-session.jsonl
+            /tmp/gh-aw/agent-errors.jsonl
+            /tmp/gh-aw/aw-prompts/user.txt
+            /tmp/gh-aw/aw-prompts/system.txt
+            /tmp/gh-aw/skill_inventory.json
             /tmp/gh-aw/sandbox/agent/logs/
             /tmp/gh-aw/redacted-urls.log
             /tmp/gh-aw/mcp-logs/
             /tmp/gh-aw/proxy-logs/
             !/tmp/gh-aw/proxy-logs/proxy-tls/
             /tmp/gh-aw/agent_usage.json
+            /tmp/gh-aw/runtime/aw_info.json
             /tmp/gh-aw/agent_usage.jsonl
+            /tmp/gh-aw/agent/model-endpoint-mismatch.json
             /tmp/gh-aw/agent-stdio.log
             /tmp/gh-aw/pre-agent-audit.txt
             /tmp/gh-aw/github_rate_limits.jsonl
@@ -1170,8 +1254,10 @@ jobs:
             /tmp/gh-aw/sandbox/firewall/audit/
             /tmp/gh-aw/sandbox/firewall/awf-reflect.json
           if-no-files-found: ignore
+          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
 
   conclusion:
+    name: conclusion
     needs:
       - activation
       - agent
@@ -1183,6 +1269,7 @@ jobs:
       needs.activation.outputs.secret_verification_result == 'failed' || needs.activation.outputs.daily_ai_credits_exceeded == 'true' ||
       needs.activation.outputs.daily_ai_credits_guardrail_status == 'structural_error' || needs.activation.outputs.daily_ai_credits_guardrail_status == 'transient_error')
     runs-on: ubuntu-slim
+    # Permissions for the conclusion job (workflow permissions default to none).
     permissions:
       actions: read
       issues: write
@@ -1195,13 +1282,14 @@ jobs:
       GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
     outputs:
       incomplete_count: ${{ steps.report_incomplete.outputs.incomplete_count }}
+      noop_comment_body: ${{ steps.noop.outputs.noop_comment_body }}
       noop_message: ${{ steps.noop.outputs.noop_message }}
       tools_reported: ${{ steps.missing_tool.outputs.tools_reported }}
       total_count: ${{ steps.missing_tool.outputs.total_count }}
     steps:
       - name: Setup Scripts
         id: setup
-        uses: github/gh-aw-actions/setup@924af5fdc64061cfbf66fb584c8b07e2ac230c60 # v0.89.21
+        uses: github/gh-aw-actions/setup@458b269006dcf88e3b5496b6fbecabe4b9a0f954 # v0.92.0
         with:
           destination: ${{ runner.temp }}/gh-aw/actions
           job-name: ${{ github.job }}
@@ -1210,13 +1298,14 @@ jobs:
         env:
           GH_AW_SETUP_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/pr-ai-slop-review.lock.yml@${{ github.ref }}
-          GH_AW_INFO_VERSION: "1.0.87"
-          GH_AW_INFO_AWF_VERSION: "v0.28.23"
+          GH_AW_INFO_VERSION: "1.0.96"
+          GH_AW_INFO_AWF_VERSION: "v0.28.57"
           GH_AW_INFO_ENGINE_ID: "copilot"
+          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
       - name: Download agent output artifact
         id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           pattern: "{agent,agent-output-fallback}"
           merge-multiple: true
@@ -1230,10 +1319,17 @@ jobs:
           if [ -f "/tmp/gh-aw/agent_output.json" ]; then
             echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
           fi
+      - name: Restore runtime model metadata
+        if: always()
+        run: |
+          if [ -f /tmp/gh-aw/runtime/aw_info.json ]; then cp /tmp/gh-aw/runtime/aw_info.json /tmp/gh-aw/aw_info.json; fi
+      - name: Warn if threat detection produced no verdict
+        if: always() && needs.detection.result != 'skipped' && (needs.detection.outputs.detection_reason == 'agent_failure' || needs.detection.outputs.detection_reason == 'parse_error' || needs.detection.outputs.detection_conclusion == '')
+        run: echo "::warning::Threat detection produced no security verdict. Review the detection job logs before trusting the agent outputs."
       - name: Download detection artifact
         id: download-detection-artifact
         continue-on-error: true
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: detection
           path: /tmp/gh-aw/threat-detection/
@@ -1241,77 +1337,21 @@ jobs:
         id: download-safe-outputs-manifest
         if: always()
         continue-on-error: true
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           pattern: safe-outputs-items
           merge-multiple: true
           path: /tmp/gh-aw/
-      - name: Collect usage artifact files
-        if: always()
-        continue-on-error: true
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/collect_usage_artifact_files.sh"
-      - name: Upload usage artifact
-        id: upload-usage-artifact
-        if: always()
-        continue-on-error: true
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
-        with:
-          name: usage
-          path: |
-            /tmp/gh-aw/usage/aw_info.json
-            /tmp/gh-aw/usage/aw-info.jsonl
-            /tmp/gh-aw/usage/agent_usage.json
-            /tmp/gh-aw/usage/agent_usage.jsonl
-            /tmp/gh-aw/usage/detection_usage.jsonl
-            /tmp/gh-aw/usage/evals.jsonl
-            /tmp/gh-aw/usage/graders/grader_manifest.json
-            /tmp/gh-aw/usage/graders/grader_results.json
-            /tmp/gh-aw/usage/github_rate_limits.jsonl
-            /tmp/gh-aw/usage/agent/token_usage.jsonl
-            /tmp/gh-aw/usage/agent/execution.json
-            /tmp/gh-aw/usage/detection/token_usage.jsonl
-            /tmp/gh-aw/usage/detection/execution.json
-            /tmp/gh-aw/usage/evals/token_usage.jsonl
-            /tmp/gh-aw/usage/evals/execution.json
-            /tmp/gh-aw/usage/activity/summary.json
-          if-no-files-found: ignore
-      - name: Wait before retrying usage artifact upload
-        if: always() && steps.upload-usage-artifact.outcome == 'failure'
-        run: sleep 10
-      - name: Retry upload usage artifact
-        id: upload-usage-artifact-retry
-        if: always() && steps.upload-usage-artifact.outcome == 'failure'
-        continue-on-error: true
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
-        with:
-          name: usage
-          path: |
-            /tmp/gh-aw/usage/aw_info.json
-            /tmp/gh-aw/usage/aw-info.jsonl
-            /tmp/gh-aw/usage/agent_usage.json
-            /tmp/gh-aw/usage/agent_usage.jsonl
-            /tmp/gh-aw/usage/detection_usage.jsonl
-            /tmp/gh-aw/usage/evals.jsonl
-            /tmp/gh-aw/usage/graders/grader_manifest.json
-            /tmp/gh-aw/usage/graders/grader_results.json
-            /tmp/gh-aw/usage/github_rate_limits.jsonl
-            /tmp/gh-aw/usage/agent/token_usage.jsonl
-            /tmp/gh-aw/usage/agent/execution.json
-            /tmp/gh-aw/usage/detection/token_usage.jsonl
-            /tmp/gh-aw/usage/detection/execution.json
-            /tmp/gh-aw/usage/evals/token_usage.jsonl
-            /tmp/gh-aw/usage/evals/execution.json
-            /tmp/gh-aw/usage/activity/summary.json
-          if-no-files-found: ignore
-          overwrite: true
       - name: Process no-op messages
         id: noop
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
           GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
-          GH_AW_NOOP_MAX: "1"
+          GH_AW_NOOP_MAX: "2"
           GH_AW_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/pr-ai-slop-review.md"
+          GH_AW_ENGINE_ID: "copilot"
+          GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
           GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
           GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
           GH_AW_NOOP_REPORT_AS_ISSUE: "false"
@@ -1355,6 +1395,8 @@ jobs:
           GH_AW_MISSING_TOOL_CREATE_ISSUE: "true"
           GH_AW_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/pr-ai-slop-review.md"
+          GH_AW_ENGINE_ID: "copilot"
+          GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
@@ -1372,6 +1414,8 @@ jobs:
           GH_AW_REPORT_INCOMPLETE_CREATE_ISSUE: "true"
           GH_AW_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/pr-ai-slop-review.md"
+          GH_AW_ENGINE_ID: "copilot"
+          GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
@@ -1400,11 +1444,14 @@ jobs:
           GH_AW_UNKNOWN_MODEL_AI_CREDITS: ${{ needs.agent.outputs.unknown_model_ai_credits || 'false' }}
           GH_AW_AIC: ${{ needs.agent.outputs.aic }}
           GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
+          GH_AW_DETECTION_JOB_RESULT: ${{ needs.detection.result }}
           GH_AW_MAX_AI_CREDITS: "60"
+          GH_AW_DEFAULT_CHECKOUT_USES_TRIGGER_REF: "false"
           GH_AW_INFERENCE_ACCESS_ERROR: ${{ needs.agent.outputs.inference_access_error }}
           GH_AW_MCP_POLICY_ERROR: ${{ needs.agent.outputs.mcp_policy_error }}
           GH_AW_AGENTIC_ENGINE_TIMEOUT: ${{ needs.agent.outputs.agentic_engine_timeout }}
           GH_AW_MODEL_NOT_SUPPORTED_ERROR: ${{ needs.agent.outputs.model_not_supported_error }}
+          GH_AW_MODEL_ENDPOINT_MISMATCH_ERROR: ${{ needs.agent.outputs.model_endpoint_mismatch_error }}
           GH_AW_HTTP_400_RESPONSE_ERROR: ${{ needs.agent.outputs.http_400_response_error }}
           GH_AW_MAX_CACHE_MISSES_EXCEEDED: ${{ needs.agent.outputs.max_cache_misses_exceeded }}
           GH_AW_MISSING_MODEL_PRICING_ERROR: ${{ needs.agent.outputs.missing_model_pricing_error }}
@@ -1418,6 +1465,7 @@ jobs:
           GH_AW_DAILY_AI_CREDITS_GUARDRAIL_STATUS: ${{ needs.activation.outputs.daily_ai_credits_guardrail_status }}
           GH_AW_DAILY_AI_CREDITS_GUARDRAIL_ERROR: ${{ needs.activation.outputs.daily_ai_credits_guardrail_error }}
           GH_AW_DAILY_AI_CREDITS_TOTAL: ${{ needs.activation.outputs.daily_ai_credits_total }}
+          GH_AW_DAILY_AI_CREDITS_ESTIMATED: ${{ needs.activation.outputs.daily_ai_credits_estimated }}
           GH_AW_DAILY_AI_CREDITS_THRESHOLD: ${{ needs.activation.outputs.daily_ai_credits_threshold }}
           GH_AW_DAILY_AI_CREDITS_CONTINUE_ON_ERROR: "false"
           GH_AW_GROUP_REPORTS: "false"
@@ -1443,6 +1491,8 @@ jobs:
           GH_AW_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/pr-ai-slop-review.md"
           GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
+          GH_AW_JOB_RESULTS: ${{ toJSON(needs) }}
+          GH_AW_JOB_DISPLAY_NAMES: "{\"activation\":\"Activation\",\"agent\":\"Agent\",\"check_token_telemetry\":\"Check token telemetry\",\"conclusion\":\"Conclusion\",\"detection\":\"Detection\",\"evals\":\"Evaluations\",\"pre_activation\":\"Pre-activation\",\"push_evals_state\":\"Push evaluations state\",\"push_experiments_state\":\"Push experiments state\",\"push_ledger_changes\":\"Push ledger changes\",\"push_repo_memory\":\"Push repository memory\",\"safe_outputs\":\"Safe outputs\",\"send_slack_message\":\"Send Slack message\",\"unlock\":\"Unlock\",\"update_cache_memory\":\"Update cache memory\",\"update_drive_memory\":\"Update drive memory\",\"upload_assets\":\"Upload assets\",\"upload_code_coverage\":\"Upload code coverage\",\"upload_code_scanning_sarif\":\"Upload code scanning results\"}"
           GH_AW_REPORT_FAILED_JOBS: "true"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
@@ -1453,13 +1503,109 @@ jobs:
             setupGlobals(core, github, context, exec, io, getOctokit);
             const { main } = require(path.join(actionsDir, 'report_failed_jobs.cjs'));
             await main();
+      - name: Collect usage artifact files
+        if: always()
+        continue-on-error: true
+        env:
+          GH_AW_DETECTION_JOB_RESULT: ${{ needs.detection.result }}
+          GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
+          GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
+        run: bash "${RUNNER_TEMP}/gh-aw/actions/collect_usage_artifact_files.sh"
+      - name: Generate usage activity summary and unified session
+        if: always()
+        continue-on-error: true
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+        env:
+          GH_AW_DAILY_AI_CREDITS_GUARDRAIL_STATUS: ${{ needs.activation.outputs.daily_ai_credits_guardrail_status }}
+          GH_AW_DAILY_AI_CREDITS_EXCEEDED: ${{ needs.activation.outputs.daily_ai_credits_exceeded }}
+          GH_AW_DAILY_AI_CREDITS_TOTAL: ${{ needs.activation.outputs.daily_ai_credits_total }}
+          GH_AW_DAILY_AI_CREDITS_ESTIMATED: ${{ needs.activation.outputs.daily_ai_credits_estimated }}
+          GH_AW_DAILY_AI_CREDITS_THRESHOLD: ${{ needs.activation.outputs.daily_ai_credits_threshold }}
+        with:
+          script: |
+            const path = require('path');
+            const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
+            const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
+            setupGlobals(core, github, context, exec, io, getOctokit);
+            const { main } = require(path.join(actionsDir, 'generate_usage_artifacts.cjs'));
+            await main();
+      - name: Upload usage artifact
+        id: upload-usage-artifact
+        if: always()
+        continue-on-error: true
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
+        with:
+          name: usage
+          path: |
+            /tmp/gh-aw/usage/aw_session.jsonl
+            /tmp/gh-aw/usage/aw_info.json
+            /tmp/gh-aw/usage/aw-info.jsonl
+            /tmp/gh-aw/usage/agent_usage.json
+            /tmp/gh-aw/usage/agent_usage.jsonl
+            /tmp/gh-aw/usage/detection_usage.jsonl
+            /tmp/gh-aw/usage/evals.jsonl
+            /tmp/gh-aw/usage/graders/grader_manifest.json
+            /tmp/gh-aw/usage/graders/grader_results.json
+            /tmp/gh-aw/usage/github_rate_limits.jsonl
+            /tmp/gh-aw/usage/agent/token_usage.jsonl
+            /tmp/gh-aw/usage/agent/model-routing.jsonl
+            /tmp/gh-aw/usage/agent/execution.json
+            /tmp/gh-aw/usage/detection/token_usage.jsonl
+            /tmp/gh-aw/usage/detection/execution.json
+            /tmp/gh-aw/usage/detection/detection_result.json
+            /tmp/gh-aw/usage/evals/token_usage.jsonl
+            /tmp/gh-aw/usage/evals/execution.json
+            /tmp/gh-aw/usage/experiment/state.jsonl
+            /tmp/gh-aw/usage/experiment/state.json
+            /tmp/gh-aw/usage/experiment/assignments.json
+            /tmp/gh-aw/usage/activity/summary.json
+          if-no-files-found: ignore
+          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
+      - name: Wait before retrying usage artifact upload
+        if: always() && steps.upload-usage-artifact.outcome == 'failure'
+        run: sleep 10
+      - name: Retry upload usage artifact
+        id: upload-usage-artifact-retry
+        if: always() && steps.upload-usage-artifact.outcome == 'failure'
+        continue-on-error: true
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
+        with:
+          name: usage
+          path: |
+            /tmp/gh-aw/usage/aw_session.jsonl
+            /tmp/gh-aw/usage/aw_info.json
+            /tmp/gh-aw/usage/aw-info.jsonl
+            /tmp/gh-aw/usage/agent_usage.json
+            /tmp/gh-aw/usage/agent_usage.jsonl
+            /tmp/gh-aw/usage/detection_usage.jsonl
+            /tmp/gh-aw/usage/evals.jsonl
+            /tmp/gh-aw/usage/graders/grader_manifest.json
+            /tmp/gh-aw/usage/graders/grader_results.json
+            /tmp/gh-aw/usage/github_rate_limits.jsonl
+            /tmp/gh-aw/usage/agent/token_usage.jsonl
+            /tmp/gh-aw/usage/agent/model-routing.jsonl
+            /tmp/gh-aw/usage/agent/execution.json
+            /tmp/gh-aw/usage/detection/token_usage.jsonl
+            /tmp/gh-aw/usage/detection/execution.json
+            /tmp/gh-aw/usage/detection/detection_result.json
+            /tmp/gh-aw/usage/evals/token_usage.jsonl
+            /tmp/gh-aw/usage/evals/execution.json
+            /tmp/gh-aw/usage/experiment/state.jsonl
+            /tmp/gh-aw/usage/experiment/state.json
+            /tmp/gh-aw/usage/experiment/assignments.json
+            /tmp/gh-aw/usage/activity/summary.json
+          if-no-files-found: ignore
+          overwrite: true
+          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
 
   detection:
+    name: detection
     needs:
       - activation
       - agent
     if: always() && needs.agent.result != 'skipped'
     runs-on: ubuntu-latest
+    # Permissions for the detection job (workflow permissions default to none).
     permissions:
       contents: read
     timeout-minutes: 10
@@ -1473,7 +1619,7 @@ jobs:
     steps:
       - name: Setup Scripts
         id: setup
-        uses: github/gh-aw-actions/setup@924af5fdc64061cfbf66fb584c8b07e2ac230c60 # v0.89.21
+        uses: github/gh-aw-actions/setup@458b269006dcf88e3b5496b6fbecabe4b9a0f954 # v0.92.0
         with:
           destination: ${{ runner.temp }}/gh-aw/actions
           job-name: ${{ github.job }}
@@ -1482,19 +1628,20 @@ jobs:
         env:
           GH_AW_SETUP_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/pr-ai-slop-review.lock.yml@${{ github.ref }}
-          GH_AW_INFO_VERSION: "1.0.87"
-          GH_AW_INFO_AWF_VERSION: "v0.28.23"
+          GH_AW_INFO_VERSION: "1.0.96"
+          GH_AW_INFO_AWF_VERSION: "v0.28.57"
           GH_AW_INFO_ENGINE_ID: "copilot"
+          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
       - name: Download activation artifact
         continue-on-error: true
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: activation
           path: /tmp/gh-aw
       - name: Download agent output artifact
         id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           pattern: "{agent,agent-output-fallback}"
           merge-multiple: true
@@ -1527,7 +1674,7 @@ jobs:
           rm -rf /tmp/gh-aw/sandbox/firewall/logs
           rm -rf /tmp/gh-aw/sandbox/firewall/audit
       - name: Download container images
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.28.23@sha256:2c78aaba1c108e130e2d6d01e4f2cca334ea04c53e6f258913ac34173fe7e3b2 ghcr.io/github/gh-aw-firewall/api-proxy:0.28.23@sha256:c15c3d1208df10c5b588a3657be53742aa982ae0909d1eb1812525268794ca64 ghcr.io/github/gh-aw-firewall/squid:0.28.23@sha256:02ffc56dd40158223064ef03a78c2d9717473c93723b4e403d455ea6f0b09ae0
+        run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.28.57@sha256:a9861b2fad1d29c586bbbf98840a61056e30e2720d8d9ec2c0def9049566bd8a ghcr.io/github/gh-aw-firewall/api-proxy:0.28.57@sha256:f2925ff32dc972a5d8b90a7785b6ca68052efd2575fe896556ac457e22e86dcc ghcr.io/github/gh-aw-firewall/squid:0.28.57@sha256:be808c16b535ebabd070eebe086fe6bffd5bb86b2e5fe8e5cdad30068eb9c0ac
       - name: Check if detection needed
         id: detection_guard
         if: always()
@@ -1575,9 +1722,9 @@ jobs:
           mkdir -p /tmp/gh-aw/threat-detection
           touch /tmp/gh-aw/threat-detection/detection.log
       - name: Install AWF binary
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.28.23 --rootless
+        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.28.57 --rootless
       - name: Setup Node.js
-        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: '24'
           package-manager-cache: false
@@ -1585,7 +1732,7 @@ jobs:
         run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh"
         env:
           GH_HOST: github.com
-          GH_AW_COMPILED_VERSION: v0.89.21
+          GH_AW_COMPILED_VERSION: v0.92.0
       - name: Install threat-detect binary
         id: threat_detect_install
         if: always() && steps.detection_guard.outputs.run_detection == 'true'
@@ -1610,10 +1757,11 @@ jobs:
           GH_AW_PHASE: detection
           GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
           GH_AW_TIMEOUT_MINUTES: 10
-          GH_AW_VERSION: v0.89.21
+          GH_AW_VERSION: v0.92.0
           GITHUB_API_URL: ${{ github.api_url }}
           GITHUB_AW: true
           GITHUB_COPILOT_INTEGRATION_ID: agentic-workflows
+          GITHUB_COPILOT_PROMPT_MODE_EXTENSIONS: false
           GITHUB_HEAD_REF: ${{ github.head_ref }}
           GITHUB_REF_NAME: ${{ github.ref_name }}
           GITHUB_SERVER_URL: ${{ github.server_url }}
@@ -1655,7 +1803,7 @@ jobs:
           if [[ ! "$GH_AW_MAX_AI_CREDITS" =~ ^[0-9]+$ ]]; then
             GH_AW_MAX_AI_CREDITS="400"
           fi
-          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.28.23/awf-config.schema.json\",\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-6\",\"gpt-5.4\",\"gpt-5.5\",\"gpt-5.6\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"auto\":[\"copilot/auto\",\"large\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\",\"kimi\"],\"computer-use\":[\"copilot/*computer-use*\",\"google/*computer-use*\",\"gemini/*computer-use*\",\"openai/*computer-use*\"],\"copilot\":[\"agent\"],\"deep-research\":[\"copilot/deep-research*\",\"copilot/o3-deep-research*\",\"copilot/o4-mini-deep-research*\",\"google/deep-research*\",\"gemini/deep-research*\",\"openai/o3-deep-research*\",\"openai/o4-mini-deep-research*\"],\"detection\":[\"small\"],\"evals\":[\"small\"],\"fable\":[\"copilot/*fable*\",\"anthropic/*fable*\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3*flash*\",\"google/gemini-3*flash*\",\"gemini/gemini-3*flash*\"],\"gemini-3-pro\":[\"copilot/gemini-3*pro*\",\"google/gemini-3*pro*\",\"google/nano-banana*\",\"gemini/gemini-3*pro*\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1*flash*\",\"google/gemini-3.1*flash*\",\"gemini/gemini-3.1*flash*\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1*pro*\",\"google/gemini-3.1*pro*\",\"gemini/gemini-3.1*pro*\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5*flash*\",\"google/gemini-3.5*flash*\",\"gemini/gemini-3.5*flash*\"],\"gemini-3.6-flash\":[\"copilot/gemini-3.6*flash*\",\"google/gemini-3.6*flash*\",\"gemini/gemini-3.6*flash*\"],\"gemini-3.7-flash\":[\"copilot/gemini-3.7*flash*\",\"google/gemini-3.7*flash*\",\"gemini/gemini-3.7*flash*\"],\"gemini-3.8-flash\":[\"copilot/gemini-3.8*flash*\",\"google/gemini-3.8*flash*\",\"gemini/gemini-3.8*flash*\"],\"gemini-flash\":[\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"],\"gemini-flash-lite\":[\"copilot/gemini-*flash*lite*\",\"google/gemini-*flash*lite*\",\"gemini/gemini-*flash*lite*\"],\"gemini-omni\":[\"copilot/gemini-omni*\",\"google/gemini-omni*\",\"gemini/gemini-omni*\"],\"gemini-pro\":[\"copilot/gemini-*pro*\",\"google/gemini-*pro*\",\"gemini/gemini-*pro*\"],\"gemma\":[\"copilot/gemma*\",\"google/gemma*\",\"gemini/gemma*\"],\"gpt-5\":[\"copilot/gpt-5*\",\"openai/gpt-5*\"],\"gpt-5-codex\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\"],\"gpt-5-mini\":[\"copilot/gpt-5*mini*\",\"openai/gpt-5*mini*\"],\"gpt-5-nano\":[\"copilot/gpt-5*nano*\",\"openai/gpt-5*nano*\"],\"gpt-5-pro\":[\"copilot/gpt-5*pro*\",\"openai/gpt-5*pro*\"],\"gpt-5.1\":[\"copilot/gpt-5.1*\",\"openai/gpt-5.1*\"],\"gpt-5.2\":[\"copilot/gpt-5.2*\",\"openai/gpt-5.2*\"],\"gpt-5.3\":[\"copilot/gpt-5.3*\",\"openai/gpt-5.3*\"],\"gpt-5.4\":[\"copilot/gpt-5.4*\",\"openai/gpt-5.4*\"],\"gpt-5.5\":[\"copilot/gpt-5.5*\",\"openai/gpt-5.5*\"],\"gpt-5.6\":[\"copilot/gpt-5.6*\",\"openai/gpt-5.6*\"],\"gpt-6\":[\"copilot/gpt-6*\",\"openai/gpt-6*\"],\"grok\":[\"copilot/*grok*\",\"openai/*grok*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"image-generation\":[\"copilot/gpt-image*\",\"openai/gpt-image*\",\"openai/chatgpt-image*\",\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"google/imagen*\"],\"kimi\":[\"copilot/kimi*\",\"openai/kimi*\"],\"kiwi\":[\"copilot/kiwi*\",\"openai/kiwi*\"],\"large\":[\"sonnet\",\"gpt-6\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mai-code-1-flash-picker\":[\"copilot/MAI-Code-1-Flash-picker*\",\"copilot/mai-code-1-flash-picker*\",\"openai/MAI-Code-1-Flash-picker*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"raptor-mini\":[\"copilot/raptor*\",\"openai/raptor*\"],\"reasoning\":[\"copilot/o1*\",\"copilot/o3*\",\"copilot/o4*\",\"openai/o1*\",\"openai/o3*\",\"openai/o4*\"],\"robotics\":[\"copilot/*robotics*\",\"google/*robotics*\",\"gemini/*robotics*\"],\"small\":[\"mini\"],\"small-agent\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash\"],\"sonnet\":[\"copilot/*sonnet*\",\"anthropic/*sonnet*\"],\"sonnet-6x\":[\"copilot/*sonnet-4.5*\",\"copilot/*sonnet-4.6*\",\"copilot/*sonnet-5*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\",\"anthropic/*sonnet-5*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"veo\":[\"google/veo*\",\"gemini/veo*\"],\"vision\":[\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.28.23,squid=sha256:02ffc56dd40158223064ef03a78c2d9717473c93723b4e403d455ea6f0b09ae0,agent=sha256:2c78aaba1c108e130e2d6d01e4f2cca334ea04c53e6f258913ac34173fe7e3b2,api-proxy=sha256:c15c3d1208df10c5b588a3657be53742aa982ae0909d1eb1812525268794ca64,cli-proxy=sha256:9e31a6e518eba44652b9ae94ce55c3b6958e06290c3b81b08de4174751bb439a\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.28.57/awf-config.schema.json\",\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-6\",\"gpt-5.4\",\"gpt-5.5\",\"gpt-5.6\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"auto\":[\"copilot/auto\",\"large\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\",\"kimi\"],\"computer-use\":[\"copilot/*computer-use*\",\"google/*computer-use*\",\"gemini/*computer-use*\",\"openai/*computer-use*\"],\"copilot\":[\"agent\"],\"deep-research\":[\"copilot/deep-research*\",\"copilot/o3-deep-research*\",\"copilot/o4-mini-deep-research*\",\"google/deep-research*\",\"gemini/deep-research*\",\"openai/o3-deep-research*\",\"openai/o4-mini-deep-research*\"],\"detection\":[\"small\"],\"evals\":[\"small\"],\"fable\":[\"copilot/*fable*\",\"anthropic/*fable*\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3*flash*\",\"google/gemini-3*flash*\",\"gemini/gemini-3*flash*\"],\"gemini-3-pro\":[\"copilot/gemini-3*pro*\",\"google/gemini-3*pro*\",\"google/nano-banana*\",\"gemini/gemini-3*pro*\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1*flash*\",\"google/gemini-3.1*flash*\",\"gemini/gemini-3.1*flash*\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1*pro*\",\"google/gemini-3.1*pro*\",\"gemini/gemini-3.1*pro*\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5*flash*\",\"google/gemini-3.5*flash*\",\"gemini/gemini-3.5*flash*\"],\"gemini-3.6-flash\":[\"copilot/gemini-3.6*flash*\",\"google/gemini-3.6*flash*\",\"gemini/gemini-3.6*flash*\"],\"gemini-3.7-flash\":[\"copilot/gemini-3.7*flash*\",\"google/gemini-3.7*flash*\",\"gemini/gemini-3.7*flash*\"],\"gemini-3.8-flash\":[\"copilot/gemini-3.8*flash*\",\"google/gemini-3.8*flash*\",\"gemini/gemini-3.8*flash*\"],\"gemini-flash\":[\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"],\"gemini-flash-lite\":[\"copilot/gemini-*flash*lite*\",\"google/gemini-*flash*lite*\",\"gemini/gemini-*flash*lite*\"],\"gemini-omni\":[\"copilot/gemini-omni*\",\"google/gemini-omni*\",\"gemini/gemini-omni*\"],\"gemini-pro\":[\"copilot/gemini-*pro*\",\"google/gemini-*pro*\",\"gemini/gemini-*pro*\"],\"gemma\":[\"copilot/gemma*\",\"google/gemma*\",\"gemini/gemma*\"],\"gpt-5\":[\"copilot/gpt-5*\",\"openai/gpt-5*\"],\"gpt-5-codex\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\"],\"gpt-5-mini\":[\"copilot/gpt-5*mini*\",\"openai/gpt-5*mini*\"],\"gpt-5-nano\":[\"copilot/gpt-5*nano*\",\"openai/gpt-5*nano*\"],\"gpt-5-pro\":[\"copilot/gpt-5*pro*\",\"openai/gpt-5*pro*\"],\"gpt-5.1\":[\"copilot/gpt-5.1*\",\"openai/gpt-5.1*\"],\"gpt-5.2\":[\"copilot/gpt-5.2*\",\"openai/gpt-5.2*\"],\"gpt-5.3\":[\"copilot/gpt-5.3*\",\"openai/gpt-5.3*\"],\"gpt-5.4\":[\"copilot/gpt-5.4*\",\"openai/gpt-5.4*\"],\"gpt-5.5\":[\"copilot/gpt-5.5*\",\"openai/gpt-5.5*\"],\"gpt-5.6\":[\"copilot/gpt-5.6*\",\"openai/gpt-5.6*\"],\"gpt-6\":[\"copilot/gpt-6*\",\"openai/gpt-6*\"],\"grok\":[\"copilot/*grok*\",\"openai/*grok*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"image-generation\":[\"copilot/gpt-image*\",\"openai/gpt-image*\",\"openai/chatgpt-image*\",\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"google/imagen*\"],\"kimi\":[\"copilot/kimi*\",\"openai/kimi*\"],\"kiwi\":[\"copilot/kiwi*\",\"openai/kiwi*\"],\"large\":[\"sonnet\",\"gpt-6\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mai-code-1-flash-picker\":[\"copilot/MAI-Code-1-Flash-picker*\",\"copilot/mai-code-1-flash-picker*\",\"openai/MAI-Code-1-Flash-picker*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"raptor-mini\":[\"copilot/raptor*\",\"openai/raptor*\"],\"reasoning\":[\"copilot/o1*\",\"copilot/o3*\",\"copilot/o4*\",\"openai/o1*\",\"openai/o3*\",\"openai/o4*\"],\"robotics\":[\"copilot/*robotics*\",\"google/*robotics*\",\"gemini/*robotics*\"],\"small\":[\"mini\"],\"small-agent\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash\"],\"sonnet\":[\"copilot/*sonnet*\",\"anthropic/*sonnet*\"],\"sonnet-6x\":[\"copilot/*sonnet-4.5*\",\"copilot/*sonnet-4.6*\",\"copilot/*sonnet-5*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\",\"anthropic/*sonnet-5*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"veo\":[\"google/veo*\",\"gemini/veo*\"],\"vision\":[\"copilot/gemini-*image*\",\"google/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.28.57,squid=sha256:be808c16b535ebabd070eebe086fe6bffd5bb86b2e5fe8e5cdad30068eb9c0ac,agent=sha256:a9861b2fad1d29c586bbbf98840a61056e30e2720d8d9ec2c0def9049566bd8a,api-proxy=sha256:f2925ff32dc972a5d8b90a7785b6ca68052efd2575fe896556ac457e22e86dcc,cli-proxy=sha256:4584f030659ee51958223a3c6156e8119c6a94affbfcd92ce75f204702c52641\",\"agentTimeout\":10},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
           cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json
           export GH_AW_MODELS_JSON_PATH="/tmp/gh-aw/models.json"
           GH_AW_DOCKER_HOST=""
@@ -1674,8 +1822,8 @@ jobs:
             fi
           fi
           # shellcheck disable=SC1003,SC2016,SC2086
-          awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_TOOL_CACHE_MOUNT:+--mount "$GH_AW_TOOL_CACHE_MOUNT"} ${GH_AW_DOCKER_HOST:+--docker-host "$GH_AW_DOCKER_HOST"} --env-all --exclude-env ACTIONS_ID_TOKEN_REQUEST_TOKEN --exclude-env ACTIONS_ID_TOKEN_REQUEST_URL --exclude-env COPILOT_GITHUB_TOKEN --mount /tmp/gh-aw:/tmp/gh-aw:rw --mount /tmp/gh-aw/threat-detection:/tmp/gh-aw/threat-detection:rw --log-level info --skip-pull \
-            -- /bin/bash -c 'set +o histexpand; export PATH="${RUNNER_TEMP}/gh-aw/bin:$PATH" && : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; GH_AW_TOOL_BINS="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')"; GH_AW_TOOL_BINS="${GH_AW_TOOL_BINS%:}"; export PATH="$PATH${GH_AW_TOOL_BINS:+:}$GH_AW_TOOL_BINS"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && threat-detect --engine copilot --output /tmp/gh-aw/threat-detection/detection_result.json /tmp/gh-aw/threat-detection' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
+          awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_TOOL_CACHE_MOUNT:+--mount "$GH_AW_TOOL_CACHE_MOUNT"} ${GH_AW_DOCKER_HOST:+--docker-host "$GH_AW_DOCKER_HOST"} --env-all --exclude-env ACTIONS_ID_TOKEN_REQUEST_TOKEN --exclude-env ACTIONS_ID_TOKEN_REQUEST_URL --exclude-env COPILOT_GITHUB_TOKEN --exclude-env GH_AW_OTLP_ALL_HEADERS --exclude-env GH_AW_OTLP_ENDPOINTS --exclude-env OTEL_EXPORTER_OTLP_ENDPOINT --exclude-env OTEL_EXPORTER_OTLP_HEADERS --mount /tmp/gh-aw:/tmp/gh-aw:rw --mount /tmp/gh-aw/threat-detection:/tmp/gh-aw/threat-detection:rw --log-level info --session-state-dir /tmp/gh-aw/sandbox/agent/session-state --skip-pull \
+            -- /bin/bash -c 'set +o histexpand; export PATH="${RUNNER_TEMP}/gh-aw/bin:$PATH" && : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; GH_AW_TOOL_BINS="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr "\n" ":")"; GH_AW_TOOL_BINS="${GH_AW_TOOL_BINS%:}"; export PATH="$PATH${GH_AW_TOOL_BINS:+:}$GH_AW_TOOL_BINS"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && threat-detect --engine copilot --output /tmp/gh-aw/threat-detection/detection_result.json /tmp/gh-aw/threat-detection' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
       - name: Render detection log
         if: always() && steps.detection_guard.outputs.run_detection == 'true'
         continue-on-error: true
@@ -1702,6 +1850,7 @@ jobs:
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
           GH_AW_TOKEN_USAGE_SUMMARY_TITLE: Threat Detection Token Usage
+          GH_AW_PHASE: detection
           GH_AW_AGENT_USAGE_PATH: /tmp/gh-aw/threat-detection/detection_usage.json
           GH_AW_AGENT_USAGE_JSONL_PATH: /tmp/gh-aw/threat-detection/detection_usage.jsonl
           GH_AW_WRITE_EMPTY_USAGE: "true"
@@ -1715,7 +1864,7 @@ jobs:
             await main();
       - name: Upload threat detection artifact
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: detection
           path: |
@@ -1726,6 +1875,7 @@ jobs:
             /tmp/gh-aw/threat-detection/sandbox/firewall/logs/
             /tmp/gh-aw/threat-detection/sandbox/firewall/audit/
           if-no-files-found: ignore
+          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
       - name: Conclude threat detection
         id: detection_conclusion
         if: always()
@@ -1739,6 +1889,11 @@ jobs:
           bash "${RUNNER_TEMP}/gh-aw/actions/conclude_threat_detection.sh" /tmp/gh-aw/threat-detection/detection_result.json
 
   pre_activation:
+    name: pre_activation
+    if: >
+      (github.event_name != 'pull_request' || github.event.pull_request.head.repo.id == github.repository_id) &&
+      ((github.event_name != 'pull_request' && github.event_name != 'pull_request_review') || github.event.pull_request.stack == null ||
+      github.event.pull_request.stack.position == github.event.pull_request.stack.size)
     runs-on: ubuntu-slim
     env:
       GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
@@ -1751,16 +1906,17 @@ jobs:
     steps:
       - name: Setup Scripts
         id: setup
-        uses: github/gh-aw-actions/setup@924af5fdc64061cfbf66fb584c8b07e2ac230c60 # v0.89.21
+        uses: github/gh-aw-actions/setup@458b269006dcf88e3b5496b6fbecabe4b9a0f954 # v0.92.0
         with:
           destination: ${{ runner.temp }}/gh-aw/actions
           job-name: ${{ github.job }}
         env:
           GH_AW_SETUP_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/pr-ai-slop-review.lock.yml@${{ github.ref }}
-          GH_AW_INFO_VERSION: "1.0.87"
-          GH_AW_INFO_AWF_VERSION: "v0.28.23"
+          GH_AW_INFO_VERSION: "1.0.96"
+          GH_AW_INFO_AWF_VERSION: "v0.28.57"
           GH_AW_INFO_ENGINE_ID: "copilot"
+          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
       - name: Check skip-roles
         id: check_skip_roles
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
@@ -1792,12 +1948,14 @@ jobs:
             await main();
 
   safe_outputs:
+    name: safe_outputs
     needs:
       - activation
       - agent
       - detection
     if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success'
     runs-on: ubuntu-slim
+    # Permissions for the safe_outputs job (workflow permissions default to none).
     permissions:
       issues: write
       pull-requests: write
@@ -1836,7 +1994,7 @@ jobs:
     steps:
       - name: Setup Scripts
         id: setup
-        uses: github/gh-aw-actions/setup@924af5fdc64061cfbf66fb584c8b07e2ac230c60 # v0.89.21
+        uses: github/gh-aw-actions/setup@458b269006dcf88e3b5496b6fbecabe4b9a0f954 # v0.92.0
         with:
           destination: ${{ runner.temp }}/gh-aw/actions
           job-name: ${{ github.job }}
@@ -1845,15 +2003,16 @@ jobs:
         env:
           GH_AW_SETUP_WORKFLOW_NAME: "PR AI Slop Review"
           GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/pr-ai-slop-review.lock.yml@${{ github.ref }}
-          GH_AW_INFO_VERSION: "1.0.87"
-          GH_AW_INFO_AWF_VERSION: "v0.28.23"
+          GH_AW_INFO_VERSION: "1.0.96"
+          GH_AW_INFO_AWF_VERSION: "v0.28.57"
           GH_AW_INFO_ENGINE_ID: "copilot"
+          GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
       - name: Mask OTLP telemetry headers
         run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
       - name: Download agent output artifact
         id: download-agent-output
         continue-on-error: true
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           pattern: "{agent,agent-output-fallback}"
           merge-multiple: true
@@ -1880,24 +2039,27 @@ jobs:
         id: process_safe_outputs
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
+          GH_AW_JOB_CHECK_RUN_ID: ${{ job.check_run_id }}
           GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
           GH_AW_COMMENT_ID: ${{ needs.activation.outputs.comment_id }}
+          GH_AW_MENTIONS_GITHUB_TOKEN: ${{ github.token }}
           GH_AW_ALLOWED_DOMAINS: "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,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,s.symcb.com,s.symcd.com,security.ubuntu.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.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},\"add_labels\":{\"allowed\":[\"ai-slop:high\",\"ai-slop:med\"],\"max\":1},\"create_report_incomplete_issue\":{},\"mentions\":{\"enabled\":false},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"false\"},\"remove_labels\":{\"allowed\":[\"ai-slop:high\",\"ai-slop:med\"],\"max\":2},\"report_incomplete\":{}}"
+          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"add_comment\":{\"hide_older_comments\":true,\"max\":1},\"add_labels\":{\"allowed\":[\"ai-slop:high\",\"ai-slop:med\"],\"max\":1},\"create_report_incomplete_issue\":{},\"mentions\":{\"enabled\":false},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":2,\"report-as-issue\":\"false\"},\"remove_labels\":{\"allowed\":[\"ai-slop:high\",\"ai-slop:med\"],\"max\":2},\"report_incomplete\":{}}"
+          GH_AW_GITHUB_TOKEN_SOURCE: ${{ secrets.GH_AW_GITHUB_TOKEN != '' && 'pat' || 'github_actions' }}
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
             const path = require('path');
             const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
             const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
-            setupGlobals(core, github, context, exec, io, getOctokit);
+            setupGlobals(core, github, context, exec, io, getOctokit, process.env.GH_AW_GITHUB_TOKEN_SOURCE);
             const { main } = require(path.join(actionsDir, 'process_safe_outputs.cjs'));
             await main();
       - name: Upload Safe Outputs Items
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: safe-outputs-items
           path: |
@@ -1905,3 +2067,4 @@ jobs:
             /tmp/gh-aw/temporary-id-map.json
             /tmp/gh-aw/safe-output-errors.json
           if-no-files-found: ignore
+          retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
diff --git a/.github/workflows/pr-ai-slop-review.md b/.github/workflows/pr-ai-slop-review.md
index 63c8799c7..dd392e6b9 100644
--- a/.github/workflows/pr-ai-slop-review.md
+++ b/.github/workflows/pr-ai-slop-review.md
@@ -8,7 +8,7 @@ on:
   roles: all
   skip-roles: [admin, maintainer, write]
   skip-bots: [dependabot, renovate]
-  pull_request_target:
+  pull_request:
     # reopened is intentionally excluded: reopens carry no new implementation
     # evidence (the rerun-stability policy handles them), and a manual
     # workflow_dispatch remains available when a re-review is wanted.
@@ -26,6 +26,7 @@ max-daily-ai-credits: 5000
 permissions:
   issues: read
   pull-requests: read
+  copilot-requests: none
 
 pre-agent-steps:
   - name: Make Copilot quota exhaustion non-blocking