From 85873085604299d73319bea0dcfae348e7260b2b Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 14 Jul 2026 23:01:43 +0000
Subject: [PATCH 1/2] Initial plan


From 140c1f749b85bd509814a4caca9f554044ca3e4c Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 14 Jul 2026 23:14:08 +0000
Subject: [PATCH 2/2] feat: add gh-aw-detection: true to 4 flagged
 audit/analysis workflows
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Add `gh-aw-detection: true` to the `features` frontmatter of:
- typist.md (Typist - Go Type Analysis)
- github-mcp-structural-analysis.md (GitHub MCP Structural Analysis)
- prompt-clustering-analysis.md (Copilot Agent Prompt Clustering Analysis)
- example-workflow-analyzer.md (Weekly Workflow Analysis)

Note: agentic-token-audit.md (Daily Agentic Workflow AIC Usage Audit) has
`source: githubnext/agentic-ops@...` and is upstream-managed — changes must
go through the upstream repo first.

Closes #45284

Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
---
 .../example-workflow-analyzer.lock.yml        | 83 ++++++-------------
 .../workflows/example-workflow-analyzer.md    |  2 +
 .../github-mcp-structural-analysis.lock.yml   | 83 ++++++-------------
 .../github-mcp-structural-analysis.md         |  2 +
 .../prompt-clustering-analysis.lock.yml       | 83 ++++++-------------
 .../workflows/prompt-clustering-analysis.md   |  2 +
 .github/workflows/typist.lock.yml             | 83 ++++++-------------
 .github/workflows/typist.md                   |  2 +
 8 files changed, 108 insertions(+), 232 deletions(-)

diff --git a/.github/workflows/example-workflow-analyzer.lock.yml b/.github/workflows/example-workflow-analyzer.lock.yml
index a21b2a4e405..67acc4ab52d 100644
--- a/.github/workflows/example-workflow-analyzer.lock.yml
+++ b/.github/workflows/example-workflow-analyzer.lock.yml
@@ -1,4 +1,4 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"3b39c606e6a65aef03d8e1ab67f14a822343d09605292e74ab6cf42bd5047012","body_hash":"229d405cfa7f5f5214d5f9e2e6addb1a2f04a328449028e40d31125abc474543","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.207"}}
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"8b3d300f2da40543d5ad6f473788f7a58cfe9a16d0025e5067d4beb97d7df3d8","body_hash":"229d405cfa7f5f5214d5f9e2e6addb1a2f04a328449028e40d31125abc474543","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.207"}}
 # gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0","version":"v7.0.0"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-go","sha":"924ae3a1cded613372ab5595356fb5720e22ba16","version":"v6.5.0"},{"repo":"actions/setup-node","sha":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"f9f3042f7e2789586610d6e8b85c8f03e5195baf","version":"v7.2.0"},{"repo":"docker/setup-buildx-action","sha":"d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5","version":"v4.1.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.31","digest":"sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.31@sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.31","digest":"sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.31@sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63"},{"image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.31","digest":"sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673","pinned_image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.31@sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.31","digest":"sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.31@sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.1","digest":"sha256:ad2a979c2cd8b50098e84938ca9c9c1580eb8e91526f101a90adfba7859b2c32","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.1@sha256:ad2a979c2cd8b50098e84938ca9c9c1580eb8e91526f101a90adfba7859b2c32"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:529d02eb970b1161aa25c593a9c3df57fdfad5a8add328cb3b6eccef66f3183b","pinned_image":"ghcr.io/github/gh-aw-node@sha256:529d02eb970b1161aa25c593a9c3df57fdfad5a8add328cb3b6eccef66f3183b"},{"image":"ghcr.io/github/github-mcp-server:v1.5.0","digest":"sha256:e25564dccc9110a70a77b9df560cbde11aa392fcb5f08b9abe5c4ebc6d146ea4","pinned_image":"ghcr.io/github/github-mcp-server:v1.5.0@sha256:e25564dccc9110a70a77b9df560cbde11aa392fcb5f08b9abe5c4ebc6d146ea4"}]}
 # This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
@@ -160,6 +160,7 @@ jobs:
           GH_AW_INFO_FIREWALL_TYPE: "squid"
           GH_AW_INFO_FRONTMATTER_EMOJI: "🔍"
           GH_AW_COMPILED_STRICT: "true"
+          GH_AW_INFO_FEATURES: '{"gh-aw-detection":true}'
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         with:
           script: |
@@ -1546,43 +1547,29 @@ jobs:
         run: |
           mkdir -p /tmp/gh-aw/threat-detection
           touch /tmp/gh-aw/threat-detection/detection.log
+      - name: Install AWF binary
+        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.31
       - name: Setup Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
         with:
           node-version: '24'
           package-manager-cache: false
-      - name: Install AWF binary
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.31
       - name: Install Claude Code CLI
         run: npm install -g @anthropic-ai/claude-code@2.1.207
-      - name: Execute Claude Code CLI
+      - name: Install threat-detect binary
         if: always() && steps.detection_guard.outputs.run_detection == 'true'
-        continue-on-error: true
+        run: |
+          bash "${RUNNER_TEMP}/gh-aw/actions/install_threat_detect_binary.sh" v0.2.2
+      - name: Execute threat detection with AWF
         id: detection_agentic_execution
-        # Allowed tools (sorted):
-        # - Bash
-        # - BashOutput
-        # - Edit(/tmp/*)
-        # - ExitPlanMode
-        # - Glob
-        # - Grep
-        # - KillBash
-        # - LS
-        # - MultiEdit(/tmp/*)
-        # - NotebookRead
-        # - Read
-        # - Read(/tmp/*)
-        # - Task
-        # - TodoWrite
-        # - Write(/tmp/*)
-        timeout-minutes: 20
+        if: always() && steps.detection_guard.outputs.run_detection == 'true'
+        continue-on-error: true
         run: |
           set -o pipefail
           printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
-          touch /tmp/gh-aw/agent-step-summary.md
           (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
           GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_DETECTION_MAX_AI_CREDITS || '400' }}"
-          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.31/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"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*\"],\"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-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*\"],\"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\":[\"fable\",\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"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-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\"],\"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\":\"0.27.31,squid=sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494,agent=sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1,agent-act=sha256:58fee05c1c54ba5ca1e7056b3aaea30281841d5899093002e2c650710c50540f,api-proxy=sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63,cli-proxy=sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.31/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5},\"container\":{\"imageTag\":\"0.27.31,squid=sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494,agent=sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1,agent-act=sha256:58fee05c1c54ba5ca1e7056b3aaea30281841d5899093002e2c650710c50540f,api-proxy=sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63,cli-proxy=sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673\"},\"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=""
@@ -1602,8 +1589,8 @@ jobs:
             fi
           fi
           # shellcheck disable=SC1003,SC2016,SC2086
-          sudo -E 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"} --tty --env-all --exclude-env ANTHROPIC_API_KEY --log-level info --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
-            -- /bin/bash -c 'set +o histexpand; : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$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" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --allowed-tools '\''Bash,BashOutput,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit(/tmp/*),NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write(/tmp/*)'\'' --debug-file /tmp/gh-aw/threat-detection/detection.log --verbose --permission-mode acceptEdits --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_DETECTION_CLAUDE:+ --model "$GH_AW_MODEL_DETECTION_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
+          sudo -E awf --config "${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 ANTHROPIC_API_KEY --mount /tmp/gh-aw/threat-detection:/tmp/gh-aw/threat-detection:rw --log-level info --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
+            -- /bin/bash -c 'set +o histexpand; : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && threat-detect --engine claude --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
         env:
           ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
           BASH_DEFAULT_TIMEOUT_MS: 60000
@@ -1629,6 +1616,15 @@ jobs:
           MCP_TOOL_TIMEOUT: 60000
           RUNNER_TEMP: ${{ runner.temp }}
           TRACEPARENT: ${{ env.GITHUB_AW_OTEL_TRACE_ID != '' && env.GITHUB_AW_OTEL_PARENT_SPAN_ID != '' && format('00-{0}-{1}-01', env.GITHUB_AW_OTEL_TRACE_ID, env.GITHUB_AW_OTEL_PARENT_SPAN_ID) || '' }}
+      - name: Upload threat detection artifact
+        if: always() && steps.detection_guard.outputs.run_detection == 'true'
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        with:
+          name: detection
+          path: |
+            /tmp/gh-aw/threat-detection/detection_result.json
+            /tmp/gh-aw/threat-detection/detection.log
+          if-no-files-found: ignore
       - name: Parse threat detection token usage for step summary
         id: parse_detection_token_usage
         if: always()
@@ -1642,45 +1638,16 @@ jobs:
             setupGlobals(core, github, context, exec, io, getOctokit);
             const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_token_usage.cjs');
             await main();
-      - name: Upload threat detection log
-        if: always() && steps.detection_guard.outputs.run_detection == 'true'
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
-        with:
-          name: detection
-          path: /tmp/gh-aw/threat-detection/detection.log
-          if-no-files-found: ignore
-      - name: Parse and conclude threat detection
+      - name: Conclude threat detection
         id: detection_conclusion
         if: always()
         continue-on-error: true
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
           RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
           DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
           GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
-        with:
-          script: |
-            try {
-              const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
-              setupGlobals(core, github, context, exec, io, getOctokit);
-              const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs');
-              await main();
-            } catch (loadErr) {
-              const continueOnError = process.env.GH_AW_DETECTION_CONTINUE_ON_ERROR !== 'false';
-              const detectionExecutionFailed = process.env.DETECTION_AGENTIC_EXECUTION_OUTCOME === 'failure';
-              const msg = 'ERR_SYSTEM: \u274C Unexpected error loading threat detection module: ' + (loadErr && loadErr.message ? loadErr.message : String(loadErr));
-              core.error(msg);
-              core.setOutput('reason', 'parse_error');
-              if (continueOnError && !detectionExecutionFailed) {
-                core.warning('\u26A0\uFE0F ' + msg);
-                core.setOutput('conclusion', 'warning');
-                core.setOutput('success', 'false');
-              } else {
-                core.setOutput('conclusion', 'failure');
-                core.setOutput('success', 'false');
-                core.setFailed(msg);
-              }
-            }
+        run: |
+          bash "${RUNNER_TEMP}/gh-aw/actions/conclude_threat_detection.sh" /tmp/gh-aw/threat-detection/detection_result.json
 
   safe_outputs:
     needs:
diff --git a/.github/workflows/example-workflow-analyzer.md b/.github/workflows/example-workflow-analyzer.md
index 4b2dc51744a..874fb0af571 100644
--- a/.github/workflows/example-workflow-analyzer.md
+++ b/.github/workflows/example-workflow-analyzer.md
@@ -26,6 +26,8 @@ imports:
 sandbox:
   agent:
     sudo: false
+features:
+  gh-aw-detection: true
 ---
 # Weekly Workflow Analysis
 
diff --git a/.github/workflows/github-mcp-structural-analysis.lock.yml b/.github/workflows/github-mcp-structural-analysis.lock.yml
index 1db752114ee..948ba946e0f 100644
--- a/.github/workflows/github-mcp-structural-analysis.lock.yml
+++ b/.github/workflows/github-mcp-structural-analysis.lock.yml
@@ -1,4 +1,4 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"1ce901d67ee3eba9e0b7585e6a64bb893404baa33871a2cf1594c31e89c41559","body_hash":"641c50a2f5b3b2cf09a7ad8f1d2adcf9e41103e074f519e574de53256cc91926","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.207"}}
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"fbc956cefc88f891bf988fe2a582262cdd94871b61e32332ab177ffe4849edbc","body_hash":"641c50a2f5b3b2cf09a7ad8f1d2adcf9e41103e074f519e574de53256cc91926","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.207"}}
 # gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0","version":"v7.0.0"},{"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":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/setup-python","sha":"ece7cb06caefa5fff74198d8649806c4678c61a1","version":"v6.3.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.31","digest":"sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.31@sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.31","digest":"sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.31@sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.31","digest":"sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.31@sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.1","digest":"sha256:ad2a979c2cd8b50098e84938ca9c9c1580eb8e91526f101a90adfba7859b2c32","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.1@sha256:ad2a979c2cd8b50098e84938ca9c9c1580eb8e91526f101a90adfba7859b2c32"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:529d02eb970b1161aa25c593a9c3df57fdfad5a8add328cb3b6eccef66f3183b","pinned_image":"ghcr.io/github/gh-aw-node@sha256:529d02eb970b1161aa25c593a9c3df57fdfad5a8add328cb3b6eccef66f3183b"},{"image":"ghcr.io/github/github-mcp-server:v1.5.0","digest":"sha256:e25564dccc9110a70a77b9df560cbde11aa392fcb5f08b9abe5c4ebc6d146ea4","pinned_image":"ghcr.io/github/github-mcp-server:v1.5.0@sha256:e25564dccc9110a70a77b9df560cbde11aa392fcb5f08b9abe5c4ebc6d146ea4"}]}
 # This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
@@ -157,6 +157,7 @@ jobs:
           GH_AW_INFO_FIREWALL_TYPE: "squid"
           GH_AW_INFO_FRONTMATTER_EMOJI: "🔍"
           GH_AW_COMPILED_STRICT: "true"
+          GH_AW_INFO_FEATURES: '{"gh-aw-detection":true}'
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         with:
           script: |
@@ -1565,43 +1566,29 @@ jobs:
         run: |
           mkdir -p /tmp/gh-aw/threat-detection
           touch /tmp/gh-aw/threat-detection/detection.log
+      - name: Install AWF binary
+        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.31
       - name: Setup Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
         with:
           node-version: '24'
           package-manager-cache: false
-      - name: Install AWF binary
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.31
       - name: Install Claude Code CLI
         run: npm install -g @anthropic-ai/claude-code@2.1.207
-      - name: Execute Claude Code CLI
+      - name: Install threat-detect binary
         if: always() && steps.detection_guard.outputs.run_detection == 'true'
-        continue-on-error: true
+        run: |
+          bash "${RUNNER_TEMP}/gh-aw/actions/install_threat_detect_binary.sh" v0.2.2
+      - name: Execute threat detection with AWF
         id: detection_agentic_execution
-        # Allowed tools (sorted):
-        # - Bash
-        # - BashOutput
-        # - Edit(/tmp/*)
-        # - ExitPlanMode
-        # - Glob
-        # - Grep
-        # - KillBash
-        # - LS
-        # - MultiEdit(/tmp/*)
-        # - NotebookRead
-        # - Read
-        # - Read(/tmp/*)
-        # - Task
-        # - TodoWrite
-        # - Write(/tmp/*)
-        timeout-minutes: 20
+        if: always() && steps.detection_guard.outputs.run_detection == 'true'
+        continue-on-error: true
         run: |
           set -o pipefail
           printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
-          touch /tmp/gh-aw/agent-step-summary.md
           (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
           GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_DETECTION_MAX_AI_CREDITS || '400' }}"
-          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.31/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"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*\"],\"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-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*\"],\"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\":[\"fable\",\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"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-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\"],\"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\":\"0.27.31,squid=sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494,agent=sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1,agent-act=sha256:58fee05c1c54ba5ca1e7056b3aaea30281841d5899093002e2c650710c50540f,api-proxy=sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63,cli-proxy=sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.31/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5},\"container\":{\"imageTag\":\"0.27.31,squid=sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494,agent=sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1,agent-act=sha256:58fee05c1c54ba5ca1e7056b3aaea30281841d5899093002e2c650710c50540f,api-proxy=sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63,cli-proxy=sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673\"},\"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=""
@@ -1621,8 +1608,8 @@ jobs:
             fi
           fi
           # shellcheck disable=SC1003,SC2016,SC2086
-          sudo -E 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"} --tty --env-all --exclude-env ANTHROPIC_API_KEY --log-level info --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
-            -- /bin/bash -c 'set +o histexpand; : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$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" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --allowed-tools '\''Bash,BashOutput,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit(/tmp/*),NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write(/tmp/*)'\'' --debug-file /tmp/gh-aw/threat-detection/detection.log --verbose --permission-mode acceptEdits --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_DETECTION_CLAUDE:+ --model "$GH_AW_MODEL_DETECTION_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
+          sudo -E awf --config "${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 ANTHROPIC_API_KEY --mount /tmp/gh-aw/threat-detection:/tmp/gh-aw/threat-detection:rw --log-level info --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
+            -- /bin/bash -c 'set +o histexpand; : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && threat-detect --engine claude --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
         env:
           ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
           BASH_DEFAULT_TIMEOUT_MS: 60000
@@ -1648,6 +1635,15 @@ jobs:
           MCP_TOOL_TIMEOUT: 60000
           RUNNER_TEMP: ${{ runner.temp }}
           TRACEPARENT: ${{ env.GITHUB_AW_OTEL_TRACE_ID != '' && env.GITHUB_AW_OTEL_PARENT_SPAN_ID != '' && format('00-{0}-{1}-01', env.GITHUB_AW_OTEL_TRACE_ID, env.GITHUB_AW_OTEL_PARENT_SPAN_ID) || '' }}
+      - name: Upload threat detection artifact
+        if: always() && steps.detection_guard.outputs.run_detection == 'true'
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        with:
+          name: detection
+          path: |
+            /tmp/gh-aw/threat-detection/detection_result.json
+            /tmp/gh-aw/threat-detection/detection.log
+          if-no-files-found: ignore
       - name: Parse threat detection token usage for step summary
         id: parse_detection_token_usage
         if: always()
@@ -1661,45 +1657,16 @@ jobs:
             setupGlobals(core, github, context, exec, io, getOctokit);
             const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_token_usage.cjs');
             await main();
-      - name: Upload threat detection log
-        if: always() && steps.detection_guard.outputs.run_detection == 'true'
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
-        with:
-          name: detection
-          path: /tmp/gh-aw/threat-detection/detection.log
-          if-no-files-found: ignore
-      - name: Parse and conclude threat detection
+      - name: Conclude threat detection
         id: detection_conclusion
         if: always()
         continue-on-error: true
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
           RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
           DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
           GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
-        with:
-          script: |
-            try {
-              const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
-              setupGlobals(core, github, context, exec, io, getOctokit);
-              const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs');
-              await main();
-            } catch (loadErr) {
-              const continueOnError = process.env.GH_AW_DETECTION_CONTINUE_ON_ERROR !== 'false';
-              const detectionExecutionFailed = process.env.DETECTION_AGENTIC_EXECUTION_OUTCOME === 'failure';
-              const msg = 'ERR_SYSTEM: \u274C Unexpected error loading threat detection module: ' + (loadErr && loadErr.message ? loadErr.message : String(loadErr));
-              core.error(msg);
-              core.setOutput('reason', 'parse_error');
-              if (continueOnError && !detectionExecutionFailed) {
-                core.warning('\u26A0\uFE0F ' + msg);
-                core.setOutput('conclusion', 'warning');
-                core.setOutput('success', 'false');
-              } else {
-                core.setOutput('conclusion', 'failure');
-                core.setOutput('success', 'false');
-                core.setFailed(msg);
-              }
-            }
+        run: |
+          bash "${RUNNER_TEMP}/gh-aw/actions/conclude_threat_detection.sh" /tmp/gh-aw/threat-detection/detection_result.json
 
   safe_outputs:
     needs:
diff --git a/.github/workflows/github-mcp-structural-analysis.md b/.github/workflows/github-mcp-structural-analysis.md
index 47f5feaaa86..c01c0dc49e3 100644
--- a/.github/workflows/github-mcp-structural-analysis.md
+++ b/.github/workflows/github-mcp-structural-analysis.md
@@ -36,6 +36,8 @@ imports:
 sandbox:
   agent:
     sudo: false
+features:
+  gh-aw-detection: true
 ---
 # GitHub MCP Structural Analysis
 
diff --git a/.github/workflows/prompt-clustering-analysis.lock.yml b/.github/workflows/prompt-clustering-analysis.lock.yml
index c16edb97b94..ad1f265f50e 100644
--- a/.github/workflows/prompt-clustering-analysis.lock.yml
+++ b/.github/workflows/prompt-clustering-analysis.lock.yml
@@ -1,4 +1,4 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"d8a97479217ec0bdee9d6c211eed19eb171411793c5f43430befbba26253d491","body_hash":"103a734cc39279ac572ef1bd7b6efb9fecd54cf26729fbee04ab104752398f11","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.207"}}
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"73427bef60a08c23c9cb39c4b57c136346c1a9afce23dc7e8fb011f4d1d8636c","body_hash":"103a734cc39279ac572ef1bd7b6efb9fecd54cf26729fbee04ab104752398f11","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.207"}}
 # gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0","version":"v7.0.0"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-go","sha":"924ae3a1cded613372ab5595356fb5720e22ba16","version":"v6.5.0"},{"repo":"actions/setup-node","sha":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/setup-python","sha":"ece7cb06caefa5fff74198d8649806c4678c61a1","version":"v6.3.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"f9f3042f7e2789586610d6e8b85c8f03e5195baf","version":"v7.2.0"},{"repo":"docker/setup-buildx-action","sha":"d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5","version":"v4.1.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.31","digest":"sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.31@sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.31","digest":"sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.31@sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63"},{"image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.31","digest":"sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673","pinned_image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.31@sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.31","digest":"sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.31@sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.1","digest":"sha256:ad2a979c2cd8b50098e84938ca9c9c1580eb8e91526f101a90adfba7859b2c32","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.1@sha256:ad2a979c2cd8b50098e84938ca9c9c1580eb8e91526f101a90adfba7859b2c32"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:529d02eb970b1161aa25c593a9c3df57fdfad5a8add328cb3b6eccef66f3183b","pinned_image":"ghcr.io/github/gh-aw-node@sha256:529d02eb970b1161aa25c593a9c3df57fdfad5a8add328cb3b6eccef66f3183b"},{"image":"ghcr.io/github/github-mcp-server:v1.5.0","digest":"sha256:e25564dccc9110a70a77b9df560cbde11aa392fcb5f08b9abe5c4ebc6d146ea4","pinned_image":"ghcr.io/github/github-mcp-server:v1.5.0@sha256:e25564dccc9110a70a77b9df560cbde11aa392fcb5f08b9abe5c4ebc6d146ea4"}]}
 # This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
@@ -169,6 +169,7 @@ jobs:
           GH_AW_INFO_FIREWALL_TYPE: "squid"
           GH_AW_INFO_FRONTMATTER_EMOJI: "📊"
           GH_AW_COMPILED_STRICT: "true"
+          GH_AW_INFO_FEATURES: '{"gh-aw-detection":true}'
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         with:
           script: |
@@ -1685,43 +1686,29 @@ jobs:
         run: |
           mkdir -p /tmp/gh-aw/threat-detection
           touch /tmp/gh-aw/threat-detection/detection.log
+      - name: Install AWF binary
+        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.31
       - name: Setup Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
         with:
           node-version: '24'
           package-manager-cache: false
-      - name: Install AWF binary
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.31
       - name: Install Claude Code CLI
         run: npm install -g @anthropic-ai/claude-code@2.1.207
-      - name: Execute Claude Code CLI
+      - name: Install threat-detect binary
         if: always() && steps.detection_guard.outputs.run_detection == 'true'
-        continue-on-error: true
+        run: |
+          bash "${RUNNER_TEMP}/gh-aw/actions/install_threat_detect_binary.sh" v0.2.2
+      - name: Execute threat detection with AWF
         id: detection_agentic_execution
-        # Allowed tools (sorted):
-        # - Bash
-        # - BashOutput
-        # - Edit(/tmp/*)
-        # - ExitPlanMode
-        # - Glob
-        # - Grep
-        # - KillBash
-        # - LS
-        # - MultiEdit(/tmp/*)
-        # - NotebookRead
-        # - Read
-        # - Read(/tmp/*)
-        # - Task
-        # - TodoWrite
-        # - Write(/tmp/*)
-        timeout-minutes: 20
+        if: always() && steps.detection_guard.outputs.run_detection == 'true'
+        continue-on-error: true
         run: |
           set -o pipefail
           printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
-          touch /tmp/gh-aw/agent-step-summary.md
           (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
           GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_DETECTION_MAX_AI_CREDITS || '400' }}"
-          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.31/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"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*\"],\"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-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*\"],\"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\":[\"fable\",\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"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-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\"],\"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\":\"0.27.31,squid=sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494,agent=sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1,agent-act=sha256:58fee05c1c54ba5ca1e7056b3aaea30281841d5899093002e2c650710c50540f,api-proxy=sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63,cli-proxy=sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.31/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5},\"container\":{\"imageTag\":\"0.27.31,squid=sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494,agent=sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1,agent-act=sha256:58fee05c1c54ba5ca1e7056b3aaea30281841d5899093002e2c650710c50540f,api-proxy=sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63,cli-proxy=sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673\"},\"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=""
@@ -1741,8 +1728,8 @@ jobs:
             fi
           fi
           # shellcheck disable=SC1003,SC2016,SC2086
-          sudo -E 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"} --tty --env-all --exclude-env ANTHROPIC_API_KEY --log-level info --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
-            -- /bin/bash -c 'set +o histexpand; : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$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" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --allowed-tools '\''Bash,BashOutput,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit(/tmp/*),NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write(/tmp/*)'\'' --debug-file /tmp/gh-aw/threat-detection/detection.log --verbose --permission-mode acceptEdits --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_DETECTION_CLAUDE:+ --model "$GH_AW_MODEL_DETECTION_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
+          sudo -E awf --config "${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 ANTHROPIC_API_KEY --mount /tmp/gh-aw/threat-detection:/tmp/gh-aw/threat-detection:rw --log-level info --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
+            -- /bin/bash -c 'set +o histexpand; : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && threat-detect --engine claude --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
         env:
           ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
           BASH_DEFAULT_TIMEOUT_MS: 60000
@@ -1768,6 +1755,15 @@ jobs:
           MCP_TOOL_TIMEOUT: 60000
           RUNNER_TEMP: ${{ runner.temp }}
           TRACEPARENT: ${{ env.GITHUB_AW_OTEL_TRACE_ID != '' && env.GITHUB_AW_OTEL_PARENT_SPAN_ID != '' && format('00-{0}-{1}-01', env.GITHUB_AW_OTEL_TRACE_ID, env.GITHUB_AW_OTEL_PARENT_SPAN_ID) || '' }}
+      - name: Upload threat detection artifact
+        if: always() && steps.detection_guard.outputs.run_detection == 'true'
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        with:
+          name: detection
+          path: |
+            /tmp/gh-aw/threat-detection/detection_result.json
+            /tmp/gh-aw/threat-detection/detection.log
+          if-no-files-found: ignore
       - name: Parse threat detection token usage for step summary
         id: parse_detection_token_usage
         if: always()
@@ -1781,45 +1777,16 @@ jobs:
             setupGlobals(core, github, context, exec, io, getOctokit);
             const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_token_usage.cjs');
             await main();
-      - name: Upload threat detection log
-        if: always() && steps.detection_guard.outputs.run_detection == 'true'
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
-        with:
-          name: detection
-          path: /tmp/gh-aw/threat-detection/detection.log
-          if-no-files-found: ignore
-      - name: Parse and conclude threat detection
+      - name: Conclude threat detection
         id: detection_conclusion
         if: always()
         continue-on-error: true
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
           RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
           DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
           GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
-        with:
-          script: |
-            try {
-              const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
-              setupGlobals(core, github, context, exec, io, getOctokit);
-              const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs');
-              await main();
-            } catch (loadErr) {
-              const continueOnError = process.env.GH_AW_DETECTION_CONTINUE_ON_ERROR !== 'false';
-              const detectionExecutionFailed = process.env.DETECTION_AGENTIC_EXECUTION_OUTCOME === 'failure';
-              const msg = 'ERR_SYSTEM: \u274C Unexpected error loading threat detection module: ' + (loadErr && loadErr.message ? loadErr.message : String(loadErr));
-              core.error(msg);
-              core.setOutput('reason', 'parse_error');
-              if (continueOnError && !detectionExecutionFailed) {
-                core.warning('\u26A0\uFE0F ' + msg);
-                core.setOutput('conclusion', 'warning');
-                core.setOutput('success', 'false');
-              } else {
-                core.setOutput('conclusion', 'failure');
-                core.setOutput('success', 'false');
-                core.setFailed(msg);
-              }
-            }
+        run: |
+          bash "${RUNNER_TEMP}/gh-aw/actions/conclude_threat_detection.sh" /tmp/gh-aw/threat-detection/detection_result.json
 
   safe_outputs:
     needs:
diff --git a/.github/workflows/prompt-clustering-analysis.md b/.github/workflows/prompt-clustering-analysis.md
index 3ec3adebe0c..29116420c1d 100644
--- a/.github/workflows/prompt-clustering-analysis.md
+++ b/.github/workflows/prompt-clustering-analysis.md
@@ -107,6 +107,8 @@ steps:
       find /tmp/gh-aw/agent/workflow-logs -maxdepth 1 -ls
 
 timeout-minutes: 20
+features:
+  gh-aw-detection: true
 
 ---
 # Copilot Agent Prompt Clustering Analysis
diff --git a/.github/workflows/typist.lock.yml b/.github/workflows/typist.lock.yml
index 7d6f631fa98..3a8bb3199c0 100644
--- a/.github/workflows/typist.lock.yml
+++ b/.github/workflows/typist.lock.yml
@@ -1,4 +1,4 @@
-# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"609526bedc72bc60995d4d285aa4b39b24844d76c7c838e81c25b1ffc21bce7a","body_hash":"709f09df44ca139b9f329e5283ddfe139cf225cf4ea70718080dd2fc7f66d342","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.207"}}
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"f01ccb48dbe111dfdf865bd36f4c7c7599e7de354fdf71c6a70bfce6c25c0d8d","body_hash":"709f09df44ca139b9f329e5283ddfe139cf225cf4ea70718080dd2fc7f66d342","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.207"}}
 # gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GH_AW_OTEL_GRAFANA_AUTHORIZATION","GH_AW_OTEL_GRAFANA_ENDPOINT","GH_AW_OTEL_SENTRY_AUTHORIZATION","GH_AW_OTEL_SENTRY_ENDPOINT","GITHUB_TOKEN"],"actions":[{"repo":"actions/cache/restore","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/cache/save","sha":"55cc8345863c7cc4c66a329aec7e433d2d1c52a9","version":"v6.1.0"},{"repo":"actions/checkout","sha":"9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0","version":"v7.0.0"},{"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":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.31","digest":"sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.31@sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.31","digest":"sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.31@sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63"},{"image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.31","digest":"sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673","pinned_image":"ghcr.io/github/gh-aw-firewall/cli-proxy:0.27.31@sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.31","digest":"sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.31@sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.1","digest":"sha256:ad2a979c2cd8b50098e84938ca9c9c1580eb8e91526f101a90adfba7859b2c32","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.1@sha256:ad2a979c2cd8b50098e84938ca9c9c1580eb8e91526f101a90adfba7859b2c32"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:529d02eb970b1161aa25c593a9c3df57fdfad5a8add328cb3b6eccef66f3183b","pinned_image":"ghcr.io/github/gh-aw-node@sha256:529d02eb970b1161aa25c593a9c3df57fdfad5a8add328cb3b6eccef66f3183b"},{"image":"ghcr.io/github/github-mcp-server:v1.5.0","digest":"sha256:e25564dccc9110a70a77b9df560cbde11aa392fcb5f08b9abe5c4ebc6d146ea4","pinned_image":"ghcr.io/github/github-mcp-server:v1.5.0@sha256:e25564dccc9110a70a77b9df560cbde11aa392fcb5f08b9abe5c4ebc6d146ea4"},{"image":"ghcr.io/github/serena-mcp-server:latest","digest":"sha256:bf343399e3725c45528f531a230f3a04521d4cdef29f9a5af6282ff0d3c393c5","pinned_image":"ghcr.io/github/serena-mcp-server:latest@sha256:bf343399e3725c45528f531a230f3a04521d4cdef29f9a5af6282ff0d3c393c5"}]}
 # This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
 #
@@ -161,6 +161,7 @@ jobs:
           GH_AW_INFO_FIREWALL_TYPE: "squid"
           GH_AW_INFO_FRONTMATTER_EMOJI: "✍️"
           GH_AW_COMPILED_STRICT: "true"
+          GH_AW_INFO_FEATURES: '{"gh-aw-detection":true}'
         uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         with:
           script: |
@@ -1565,43 +1566,29 @@ jobs:
         run: |
           mkdir -p /tmp/gh-aw/threat-detection
           touch /tmp/gh-aw/threat-detection/detection.log
+      - name: Install AWF binary
+        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.31
       - name: Setup Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
         with:
           node-version: '24'
           package-manager-cache: false
-      - name: Install AWF binary
-        run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.31
       - name: Install Claude Code CLI
         run: npm install -g @anthropic-ai/claude-code@2.1.207
-      - name: Execute Claude Code CLI
+      - name: Install threat-detect binary
         if: always() && steps.detection_guard.outputs.run_detection == 'true'
-        continue-on-error: true
+        run: |
+          bash "${RUNNER_TEMP}/gh-aw/actions/install_threat_detect_binary.sh" v0.2.2
+      - name: Execute threat detection with AWF
         id: detection_agentic_execution
-        # Allowed tools (sorted):
-        # - Bash
-        # - BashOutput
-        # - Edit(/tmp/*)
-        # - ExitPlanMode
-        # - Glob
-        # - Grep
-        # - KillBash
-        # - LS
-        # - MultiEdit(/tmp/*)
-        # - NotebookRead
-        # - Read
-        # - Read(/tmp/*)
-        # - Task
-        # - TodoWrite
-        # - Write(/tmp/*)
-        timeout-minutes: 20
+        if: always() && steps.detection_guard.outputs.run_detection == 'true'
+        continue-on-error: true
         run: |
           set -o pipefail
           printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
-          touch /tmp/gh-aw/agent-step-summary.md
           (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
           GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_DETECTION_MAX_AI_CREDITS || '400' }}"
-          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.31/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5,\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"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*\"],\"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-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*\"],\"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\":[\"fable\",\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"lyria\":[\"google/lyria*\",\"gemini/lyria*\",\"copilot/lyria*\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"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-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\"],\"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\":\"0.27.31,squid=sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494,agent=sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1,agent-act=sha256:58fee05c1c54ba5ca1e7056b3aaea30281841d5899093002e2c650710c50540f,api-proxy=sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63,cli-proxy=sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673\"},\"logging\":{\"proxyLogsDir\":\"/tmp/gh-aw/sandbox/firewall/logs\",\"auditDir\":\"/tmp/gh-aw/sandbox/firewall/audit\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+          printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.31/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"maxCacheMisses\":5},\"container\":{\"imageTag\":\"0.27.31,squid=sha256:c05a3f086946fab0833e078f46d35571080f187ca72f038958d45aa5cc150494,agent=sha256:84d861cb6da723ac10b7a00dddf778be681b8cd74b2091f18ce1d67fe4b3e7a1,agent-act=sha256:58fee05c1c54ba5ca1e7056b3aaea30281841d5899093002e2c650710c50540f,api-proxy=sha256:80d982fe7925c640d76cbbfbe94081d2d34f7657b7c37494d8d5488f5dae3c63,cli-proxy=sha256:7c63bc4e57d6eac1be996bb793a5a2d74d40b15a616003f4b6805a457046c673\"},\"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=""
@@ -1621,8 +1608,8 @@ jobs:
             fi
           fi
           # shellcheck disable=SC1003,SC2016,SC2086
-          sudo -E 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"} --tty --env-all --exclude-env ANTHROPIC_API_KEY --log-level info --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
-            -- /bin/bash -c 'set +o histexpand; : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$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" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --allowed-tools '\''Bash,BashOutput,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit(/tmp/*),NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write(/tmp/*)'\'' --debug-file /tmp/gh-aw/threat-detection/detection.log --verbose --permission-mode acceptEdits --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_DETECTION_CLAUDE:+ --model "$GH_AW_MODEL_DETECTION_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
+          sudo -E awf --config "${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 ANTHROPIC_API_KEY --mount /tmp/gh-aw/threat-detection:/tmp/gh-aw/threat-detection:rw --log-level info --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
+            -- /bin/bash -c 'set +o histexpand; : "${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"; GH_AW_TOOL_CACHE="$RUNNER_TOOL_CACHE"; export PATH="$(find "$GH_AW_TOOL_CACHE" -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true; [ -n "$ERLANG_HOME" ] && export PATH="$ERLANG_HOME/bin:$PATH" || true && threat-detect --engine claude --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
         env:
           ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
           BASH_DEFAULT_TIMEOUT_MS: 60000
@@ -1648,6 +1635,15 @@ jobs:
           MCP_TOOL_TIMEOUT: 60000
           RUNNER_TEMP: ${{ runner.temp }}
           TRACEPARENT: ${{ env.GITHUB_AW_OTEL_TRACE_ID != '' && env.GITHUB_AW_OTEL_PARENT_SPAN_ID != '' && format('00-{0}-{1}-01', env.GITHUB_AW_OTEL_TRACE_ID, env.GITHUB_AW_OTEL_PARENT_SPAN_ID) || '' }}
+      - name: Upload threat detection artifact
+        if: always() && steps.detection_guard.outputs.run_detection == 'true'
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        with:
+          name: detection
+          path: |
+            /tmp/gh-aw/threat-detection/detection_result.json
+            /tmp/gh-aw/threat-detection/detection.log
+          if-no-files-found: ignore
       - name: Parse threat detection token usage for step summary
         id: parse_detection_token_usage
         if: always()
@@ -1661,45 +1657,16 @@ jobs:
             setupGlobals(core, github, context, exec, io, getOctokit);
             const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_token_usage.cjs');
             await main();
-      - name: Upload threat detection log
-        if: always() && steps.detection_guard.outputs.run_detection == 'true'
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
-        with:
-          name: detection
-          path: /tmp/gh-aw/threat-detection/detection.log
-          if-no-files-found: ignore
-      - name: Parse and conclude threat detection
+      - name: Conclude threat detection
         id: detection_conclusion
         if: always()
         continue-on-error: true
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         env:
           RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
           DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
           GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
-        with:
-          script: |
-            try {
-              const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
-              setupGlobals(core, github, context, exec, io, getOctokit);
-              const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs');
-              await main();
-            } catch (loadErr) {
-              const continueOnError = process.env.GH_AW_DETECTION_CONTINUE_ON_ERROR !== 'false';
-              const detectionExecutionFailed = process.env.DETECTION_AGENTIC_EXECUTION_OUTCOME === 'failure';
-              const msg = 'ERR_SYSTEM: \u274C Unexpected error loading threat detection module: ' + (loadErr && loadErr.message ? loadErr.message : String(loadErr));
-              core.error(msg);
-              core.setOutput('reason', 'parse_error');
-              if (continueOnError && !detectionExecutionFailed) {
-                core.warning('\u26A0\uFE0F ' + msg);
-                core.setOutput('conclusion', 'warning');
-                core.setOutput('success', 'false');
-              } else {
-                core.setOutput('conclusion', 'failure');
-                core.setOutput('success', 'false');
-                core.setFailed(msg);
-              }
-            }
+        run: |
+          bash "${RUNNER_TEMP}/gh-aw/actions/conclude_threat_detection.sh" /tmp/gh-aw/threat-detection/detection_result.json
 
   push_experiments_state:
     needs: activation
diff --git a/.github/workflows/typist.md b/.github/workflows/typist.md
index 4dd913b5444..b629ea23e21 100644
--- a/.github/workflows/typist.md
+++ b/.github/workflows/typist.md
@@ -59,6 +59,8 @@ tools:
 sandbox:
   agent:
     sudo: false
+features:
+  gh-aw-detection: true
 ---
 # Typist - Go Type Consistency Analysis