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GitHub MCP Structural Analysis #281

Workflow file for this run

.github/workflows/github-mcp-structural-analysis.lock.yml at fdfc5d5

	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"e119b57f37c2d732d59117f09322b295f6d13898fff85e1196748852008da6ae","body_hash":"33271c777909ab545c1824bcd8fa5adecb867c62288854ea3c336fdb1e51f7bc","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.312"}}
	# gh-aw-manifest: {"version":1,"secrets":["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":"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/setup-python","sha":"6d4fd22b20465ccc0f7354476588e8df7c9ca0e0","version":"v7.1.0"},{"repo":"actions/upload-artifact","sha":"cf430e030ddbb5b0abf93d22962f4752f3646cd9","version":"v7.0.2"},{"repo":"astral-sh/setup-uv","sha":"68559e99cc807c1eb7e9238fd43a15bba460eec2","version":"v10.3.3"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06"},{"image":"ghcr.io/github/gh-aw-firewall/router:0.29.6@sha256:fce2f3be780fd1460a7eee7c53302dda069c5f90da3ab99af164254b43fa4364"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.5.2","digest":"sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.5.2@sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f","pinned_image":"ghcr.io/github/gh-aw-node@sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f"},{"image":"ghcr.io/github/github-mcp-server:v2.0.3","digest":"sha256:250bc6ce70788207608ef74cef4397230ff2e8481218da74d6093e4bd9101132","pinned_image":"ghcr.io/github/github-mcp-server:v2.0.3@sha256:250bc6ce70788207608ef74cef4397230ff2e8481218da74d6093e4bd9101132"}],"mcp_servers":[{"name":"github","tools":["actions_get","actions_list","get_code_scanning_alert","get_commit","get_discussion","get_discussion_comments","get_file_contents","get_job_logs","get_label","get_latest_release","get_me","get_notification_details","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","get_release_by_tag","get_secret_scanning_alert","get_tag","issue_read","list_branches","list_code_scanning_alerts","list_commits","list_discussion_categories","list_discussions","list_issue_types","list_issues","list_label","list_notifications","list_pull_requests","list_releases","list_secret_scanning_alerts","list_starred_repositories","list_tags","pull_request_read","search_code","search_issues","search_orgs","search_pull_requests","search_repositories","search_users"]},{"name":"mcpscripts","tools":["list_label","list_workflows"]},{"name":"safeoutputs","tools":["create_discussion","noop","report_incomplete","report_missing_data","report_missing_tool","upload_asset"]}],"threat_detection":{"mode":"enabled"},"admission":true}
	# 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
	#
	# ___ _ _
	# / _ \ \| \| (_)
	# \| \|_\| \| __ _ ___ _ __ \| \|_ _ ___
	# \| _ \|/ _` \|/ _ \ '_ \\| __\| \|/ __\|
	# \| \| \| \| (_\| \| __/ \| \| \| \|_\| \| (__
	# \_\| \|_/\__, \|\___\|_\| \|_\|\__\|_\|\___\|
	# __/ \|
	# _ _ \|___/
	# \| \| \| \| / _\| \|
	# \| \| \| \| ___ _ __ _ __\| \|_\| \| _____ ____
	# \| \|/\\| \|/ _ \ '__\| \|/ /\| _\| \|/ _ \ \ /\ / / ___\|
	# \ /\ / (_) \| \| \| \| ( \| \| \| \| (_) \ V V /\__ \
	# \/ \/ \___/\|_\| \|_\|\_\\|_\| \|_\|\___/ \_/\_/ \|___/
	#
	#
	# To update this file, edit the corresponding .md file and run:
	# gh aw compile
	# Not all edits will cause changes to this file.
	#
	# For more information: https://github.github.com/gh-aw/introduction/overview/
	#
	# Structural analysis of GitHub MCP tool responses with schema evaluation and usefulness ratings for agentic work
	#
	# Resolved workflow manifest:
	# Imports:
	# - shared/mcp-pagination.md
	# - shared/github-mcp-pagination-wrappers.md
	# - shared/daily-audit-discussion.md
	# - shared/reporting.md
	# - shared/python-dataviz.md
	# - shared/otlp.md
	# - shared/daily-audit-base.md
	#
	# Secrets used:
	# - 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
	#
	# Custom actions used:
	# - actions/cache/restore@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
	# - actions/cache/save@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
	# - actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	# - actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	# - actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
	# - actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
	# - actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
	# - astral-sh/setup-uv@68559e99cc807c1eb7e9238fd43a15bba460eec2 # v10.3.3
	#
	# Container images used:
	# - ghcr.io/github/gh-aw-mcpg:v0.5.2@sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6
	# - ghcr.io/github/gh-aw-node@sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f
	# - ghcr.io/github/github-mcp-server:v2.0.3@sha256:250bc6ce70788207608ef74cef4397230ff2e8481218da74d6093e4bd9101132
	# - ghcr.io/github/gh-aw-firewall/agent:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65
	# - ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06
	# - ghcr.io/github/gh-aw-firewall/router:0.29.6@sha256:fce2f3be780fd1460a7eee7c53302dda069c5f90da3ab99af164254b43fa4364
	# - ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7

	name: "GitHub MCP Structural Analysis"
	on:
	schedule:
	- cron: "53 11 * * 1-5" # Friendly format: daily around 11:00 on weekdays (scattered)
	workflow_dispatch:
	inputs:
	aw_context:
	default: ""
	description: "Agent caller context (Reserved for Agentic Workflows)."
	required: false
	type: string

	# Jobs receive only their explicitly declared permissions.
	permissions: {}

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

	run-name: "GitHub MCP Structural Analysis"

	env:
	OTEL_EXPORTER_OTLP_ENDPOINT: ${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}
	OTEL_EXPORTER_OTLP_PROTOCOL: ${{ vars.OTEL_EXPORTER_OTLP_PROTOCOL }}
	OTEL_SERVICE_NAME: gh-aw.github-mcp-structural-analysis
	OTEL_RESOURCE_ATTRIBUTES: 'gh-aw.workflow.name=GitHub%20MCP%20Structural%20Analysis,gh-aw.repository=${{ github.repository }},gh-aw.run.id=${{ github.run_id }},github.run_id=${{ github.run_id }},gh-aw.engine.id=claude'
	OTEL_EXPORTER_OTLP_HEADERS: x-sentry-auth=${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}
	GH_AW_OTLP_ALL_HEADERS: x-sentry-auth=${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }},Authorization=${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}
	GH_AW_OTLP_LOGS_ENABLED: ${{ vars.GH_AW_OTLP_LOGS_ENABLED }}
	GH_AW_OTLP_LOGS_MAX_BYTES: ${{ vars.GH_AW_OTLP_LOGS_MAX_BYTES }}
	GH_AW_OTLP_ENDPOINTS: '[{"url":"${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}","headers":"x-sentry-auth=${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}"},{"url":"${{ secrets.GH_AW_OTEL_GRAFANA_ENDPOINT }}","headers":"Authorization=${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}"}]'

	jobs:
	activation:
	name: activation
	needs: admission
	if: (!cancelled()) && (needs.admission.result == 'success' \|\| needs.admission.result == 'skipped')
	runs-on: ubuntu-slim
	# Permissions for the activation job (workflow permissions default to none).
	permissions:
	actions: read
	contents: read
	env:
	GH_AW_ADMISSION_RESULT: ${{ needs.admission.outputs.result }}
	GH_AW_MAX_DAILY_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_DAILY_AI_CREDITS \|\| '5000' }}
	GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
	outputs:
	admission-max-ai-credits: ${{ needs.admission.outputs.max-ai-credits }}
	admission-max-ai-credits-evals: ${{ needs.admission.outputs.max-ai-credits-evals }}
	admission-max-ai-credits-threat-detection: ${{ needs.admission.outputs.max-ai-credits-threat-detection }}
	admission-result: ${{ needs.admission.outputs.result }}
	aw_context: ${{ steps.generate_aw_info.outputs.aw_context }}
	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 \|\| '' }}
	daily_ai_credits_threshold: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_threshold \|\| '' }}
	daily_ai_credits_total: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_total \|\| '' }}
	engine_id: ${{ steps.generate_aw_info.outputs.engine_id }}
	lockdown_check_failed: ${{ steps.generate_aw_info.outputs.lockdown_check_failed == 'true' }}
	model: ${{ steps.generate_aw_info.outputs.model }}
	oauth_token_check_failed: ${{ steps.check-oauth-tokens.outputs.oauth_token_check_failed == 'true' }}
	setup-parent-span-id: ${{ steps.setup.outputs.parent-span-id \|\| steps.setup.outputs.span-id }}
	setup-span-id: ${{ steps.setup.outputs.span-id }}
	setup-trace-id: ${{ steps.setup.outputs.trace-id }}
	stale_lock_file_failed: ${{ steps.check-lock-file.outputs.stale_lock_file_failed == 'true' }}
	steps:
	- name: Checkout actions folder
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions
	fetch-depth: 1
	clean: false
	persist-credentials: false
	- name: Setup Scripts
	id: setup
	uses: ./actions/setup
	with:
	destination: ${{ runner.temp }}/gh-aw/actions
	job-name: ${{ github.job }}
	trace-id: ${{ needs.admission.outputs.trace-id }}
	safe-output-artifact-client: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
	env:
	GH_AW_SETUP_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/github-mcp-structural-analysis.lock.yml@${{ github.ref }}
	GH_AW_INFO_VERSION: "2.1.312"
	GH_AW_INFO_AWF_VERSION: "v0.29.6"
	GH_AW_INFO_ENGINE_ID: "claude"
	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
	id: generate_aw_info
	env:
	GH_AW_INFO_ENGINE_ID: "claude"
	GH_AW_INFO_ENGINE_NAME: "Claude Code"
	GH_AW_INFO_MODEL: ${{ vars.GH_AW_MODEL_AGENT_CLAUDE \|\| vars.GH_AW_DEFAULT_MODEL_CLAUDE \|\| 'agent' }}
	GH_AW_INFO_VERSION: "2.1.312"
	GH_AW_INFO_AGENT_VERSION: "2.1.312"
	GH_AW_INFO_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_INFO_WORKFLOW_ID: ${{ job.workflow_ref }}
	GH_AW_INFO_EXPERIMENTAL: "false"
	GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true"
	GH_AW_INFO_STAGED: "false"
	GH_AW_INFO_ALLOWED_DOMAINS: '[".grafana.net",".sentry.io","defaults","python"]'
	GH_AW_INFO_FIREWALL_ENABLED: "true"
	GH_AW_INFO_AWF_VERSION: "v0.29.6"
	GH_AW_INFO_AWMG_VERSION: ""
	GH_AW_INFO_FIREWALL_TYPE: "squid"
	GH_AW_INFO_AGENT_RUNTIME: ""
	GH_AW_INFO_MODEL_CONFIG: '{"routing":{"enabled":true,"goal":"cost","mode":"economy","candidate_models":["github-copilot/claude-*"]},"models":{"allowed":[],"blocked":[]},"max_ai_credits_source":"default"}'
	GH_AW_INFO_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS \|\| '1000' }}
	GH_AW_INFO_CACHE_MEMORY: "true"
	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: \|
	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_aw_info.cjs'));
	await main(core, context);
	- name: Restore daily AIC scan observations
	id: restore-daily-aic-cache-fallback
	if: ${{ env.GH_AW_ADMISSION_RESULT != 'admitted' && env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_HAS_SLASH_COMMAND: "false"
	GH_AW_HAS_LABEL_COMMAND: "false"
	with:
	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 { main } = require(path.join(actionsDir, 'restore_aic_scan_cache.cjs'));
	await main();
	- name: Check daily workflow token guardrail
	id: daily-ai-credits-workflow-guardrail
	if: ${{ env.GH_AW_ADMISSION_RESULT != 'admitted' && env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_WORKFLOW_ID: "github-mcp-structural-analysis"
	GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
	GH_AW_WORKFLOW_DISPATCH_AW_CONTEXT: ${{ github.event.inputs.aw_context \|\| '' }}
	GH_AW_HAS_SLASH_COMMAND: "false"
	GH_AW_HAS_LABEL_COMMAND: "false"
	GH_AW_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	GH_AW_MAX_DAILY_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_DAILY_AI_CREDITS \|\| '5000' }}
	GH_AW_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS \|\| '1000' }}
	with:
	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 { main } = require(path.join(actionsDir, 'check_daily_aic_workflow_guardrail.cjs'));
	await main();
	- name: Publish daily AIC scan observations
	if: always() && env.GH_AW_ADMISSION_RESULT != 'admitted' && env.GH_AW_MAX_DAILY_AI_CREDITS != ''
	continue-on-error: true
	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: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS \|\| '3' }}
	- name: Check for OAuth tokens
	id: check-oauth-tokens
	run: bash "${RUNNER_TEMP}/gh-aw/actions/check_oauth_tokens.sh"
	env:
	GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
	GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
	- name: Checkout .github and .agents folders
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	persist-credentials: false
	sparse-checkout: \|
	.github
	.agents
	actions/setup
	.claude
	.codex
	.gemini
	.pi
	sparse-checkout-cone-mode: true
	fetch-depth: 1
	- name: Save agent config folders for base branch restoration
	env:
	GH_AW_AGENT_FOLDERS: ".agents .claude .github"
	GH_AW_AGENT_FILES: "AGENTS.md CLAUDE.md"
	run: \|
	bash "${RUNNER_TEMP}/gh-aw/actions/save_base_github_folders.sh"
	- name: Check workflow lock file
	id: check-lock-file
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_WORKFLOW_FILE: "github-mcp-structural-analysis.lock.yml"
	GH_AW_CONTEXT_WORKFLOW_REF: "${{ github.workflow_ref }}"
	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, 'check_workflow_timestamp_api.cjs'));
	await main();
	- name: Log runtime features
	if: ${{ contains(toJSON(vars), '"GH_AW_RUNTIME_FEATURES":') }}
	run: bash "${RUNNER_TEMP}/gh-aw/actions/log_runtime_features_summary.sh"
	- name: Create prompt with built-in context
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	with:
	github-token: no-authentication
	script: \|
	const promptEnvironment = new Set(["GH_AW_ACTIONS_DIR","GH_AW_EXPR_76DF9333","GH_AW_EXPR_77C1A4D2","GH_AW_EXPR_7C248226","GH_AW_EXPR_C19C384F","GH_AW_GITHUB_ACTOR","GH_AW_GITHUB_REPOSITORY","GH_AW_GITHUB_RUN_ID","GH_AW_GITHUB_WORKSPACE","GH_AW_PROMPT","GH_AW_PROMPT_CONFIG","GH_AW_PROMPT_CONTENT_0000","GH_AW_PROMPT_CONTENT_0001","GH_AW_PROMPT_CONTENT_0002","GH_AW_PROMPT_CONTENT_0003","GH_AW_PROMPT_CONTENT_0004","GH_AW_PROMPT_CONTENT_0005","GH_AW_PROMPT_CONTENT_0006","GH_AW_PROMPT_CONTENT_0007","GH_AW_PROMPT_CONTENT_0008","GH_AW_PROMPT_CONTENT_0009","GH_AW_PROMPT_CONTENT_0010","GH_AW_SAFE_OUTPUTS","GITHUB_ACTION","GITHUB_ACTOR","GITHUB_API_URL","GITHUB_EVENT_NAME","GITHUB_EVENT_PATH","GITHUB_GRAPHQL_URL","GITHUB_JOB","GITHUB_OUTPUT","GITHUB_REF","GITHUB_REPOSITORY","GITHUB_RUN_ATTEMPT","GITHUB_RUN_ID","GITHUB_RUN_NUMBER","GITHUB_SERVER_URL","GITHUB_SHA","GITHUB_STEP_SUMMARY","GITHUB_WORKFLOW","GITHUB_WORKSPACE","PATH","RUNNER_ARCH","RUNNER_OS","RUNNER_TEMP"]);
	for (const name of Object.keys(process.env)) {
	if (!promptEnvironment.has(name)) delete process.env[name];
	}
	global.core = core;
	global.context = context;
	const { main } = require(process.env.GH_AW_ACTIONS_DIR + '/create_prompt.cjs');
	await main(core);
	env:
	GH_AW_ACTIONS_DIR: ${{ runner.temp }}/gh-aw/actions
	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_OTLP_ALL_HEADERS: ""
	GH_AW_OTLP_ENDPOINTS: ""
	GH_AW_OTLP_LOGS_ENABLED: ""
	GH_AW_OTLP_LOGS_MAX_BYTES: ""
	GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
	GH_AW_PROMPT_CONFIG: "{\"items\":[{\"content_env\":\"GH_AW_PROMPT_CONTENT_0000\"},{\"file\":\"xpia.md\"},{\"file\":\"temp_folder_prompt.md\"},{\"file\":\"markdown.md\"},{\"file\":\"cache_memory_prompt.md\"},{\"file\":\"safe_outputs_cli_only_transport_prompt.md\"},{\"file\":\"safe_outputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0001\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0002\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0003\"},{\"file\":\"mcp_cli_tools_with_safeoutputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0004\"},{\"file\":\"github_mcp_tools_with_safeoutputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0005\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0006\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0007\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0008\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0009\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0010\"},{\"author_file\":\".github/workflows/github-mcp-structural-analysis.md\"}],\"system_item_count\":14,\"author_expressions\":{\"github.actor\":\"GH_AW_GITHUB_ACTOR\",\"github.repository\":\"GH_AW_GITHUB_REPOSITORY\",\"github.run_id\":\"GH_AW_GITHUB_RUN_ID\"}}"
	GH_AW_PROMPT_CONTENT_0000: \|
	<system>
	GH_AW_PROMPT_CONTENT_0001: \|
	<safe-output-tools>
	Tools: create_discussion, upload_asset(max:5), report_missing_tool, report_missing_data, noop(max:2)
	GH_AW_PROMPT_CONTENT_0002: \|

	upload_asset: provide a file path; returns a URL; assets are published after the workflow completes (safeoutputs).
	GH_AW_PROMPT_CONTENT_0003: \|
	</safe-output-tools>
	GH_AW_PROMPT_CONTENT_0004: \|+
	<github-context>
	{{#if __GH_AW_GITHUB_ACTOR__ }}
	- actor: __GH_AW_GITHUB_ACTOR__
	{{/if}}
	{{#if __GH_AW_GITHUB_REPOSITORY__ }}
	- repository: __GH_AW_GITHUB_REPOSITORY__
	{{/if}}
	{{#if __GH_AW_GITHUB_WORKSPACE__ }}
	- workspace: __GH_AW_GITHUB_WORKSPACE__
	{{/if}}
	{{#if __GH_AW_EXPR_7C248226__ }}
	- issue-number: #__GH_AW_EXPR_7C248226__
	{{/if}}
	{{#if __GH_AW_EXPR_C19C384F__ }}
	- discussion-number: #__GH_AW_EXPR_C19C384F__
	{{/if}}
	{{#if __GH_AW_EXPR_76DF9333__ }}
	- pull-request-number: #__GH_AW_EXPR_76DF9333__
	{{/if}}
	{{#if __GH_AW_EXPR_77C1A4D2__ }}
	- comment-id: __GH_AW_EXPR_77C1A4D2__
	{{/if}}
	{{#if __GH_AW_GITHUB_RUN_ID__ }}
	- workflow-run-id: __GH_AW_GITHUB_RUN_ID__
	{{/if}}
	</github-context>

	GH_AW_PROMPT_CONTENT_0005: \|
	</system>
	GH_AW_PROMPT_CONTENT_0006: \|
	{{#runtime-import .github/workflows/shared/mcp-pagination.md}}
	GH_AW_PROMPT_CONTENT_0007: \|
	{{#runtime-import .github/workflows/shared/github-mcp-pagination-wrappers.md}}
	GH_AW_PROMPT_CONTENT_0008: \|
	{{#runtime-import .github/workflows/shared/python-dataviz.md}}
	GH_AW_PROMPT_CONTENT_0009: \|
	{{#runtime-import .github/workflows/shared/otlp.md}}
	GH_AW_PROMPT_CONTENT_0010: \|
	{{#runtime-import .github/workflows/shared/reporting.md}}
	GH_AW_SAFE_OUTPUTS: ${{ runner.temp }}/gh-aw/safeoutputs/outputs.jsonl
	OTEL_EXPORTER_OTLP_ENDPOINT: ""
	OTEL_EXPORTER_OTLP_HEADERS: ""
	OTEL_EXPORTER_OTLP_PROTOCOL: ""
	OTEL_RESOURCE_ATTRIBUTES: ""
	OTEL_SERVICE_NAME: ""
	- name: Interpolate variables and render templates
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	with:
	github-token: no-authentication
	script: \|
	const promptEnvironment = new Set(["GH_AW_ACTIONS_DIR","GH_AW_ALLOWED_EXTENSIONS","GH_AW_CACHE_DESCRIPTION","GH_AW_CACHE_DIR","GH_AW_ENGINE_ID","GH_AW_EXPR_76DF9333","GH_AW_EXPR_77C1A4D2","GH_AW_EXPR_7C248226","GH_AW_EXPR_C19C384F","GH_AW_GITHUB_ACTOR","GH_AW_GITHUB_REPOSITORY","GH_AW_GITHUB_RUN_ID","GH_AW_GITHUB_WORKSPACE","GH_AW_MCP_CLI_SERVERS_LIST","GH_AW_PROMPT","GH_AW_SKILL_DIR","GH_AW_SKILL_EXT","GH_AW_SUB_AGENT_DIR","GH_AW_SUB_AGENT_EXT","GITHUB_ACTION","GITHUB_ACTOR","GITHUB_API_URL","GITHUB_EVENT_NAME","GITHUB_EVENT_PATH","GITHUB_GRAPHQL_URL","GITHUB_JOB","GITHUB_OUTPUT","GITHUB_REF","GITHUB_REPOSITORY","GITHUB_RUN_ATTEMPT","GITHUB_RUN_ID","GITHUB_RUN_NUMBER","GITHUB_SERVER_URL","GITHUB_SHA","GITHUB_STEP_SUMMARY","GITHUB_WORKFLOW","GITHUB_WORKSPACE","PATH","RUNNER_ARCH","RUNNER_OS","RUNNER_TEMP"]);
	for (const name of Object.keys(process.env)) {
	if (!promptEnvironment.has(name)) delete process.env[name];
	}
	global.core = core;
	global.context = context;
	const { main } = require(process.env.GH_AW_ACTIONS_DIR + '/interpolate_prompt.cjs');
	await main({ authorExpressions: {"github.actor":"GH_AW_GITHUB_ACTOR","github.repository":"GH_AW_GITHUB_REPOSITORY","github.run_id":"GH_AW_GITHUB_RUN_ID"} });
	env:
	GH_AW_ACTIONS_DIR: ${{ runner.temp }}/gh-aw/actions
	GH_AW_ALLOWED_EXTENSIONS: ""
	GH_AW_CACHE_DESCRIPTION: ""
	GH_AW_CACHE_DIR: /tmp/gh-aw/cache-memory/
	GH_AW_ENGINE_ID: claude
	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_MCP_CLI_SERVERS_LIST: \|-
	- `mcpscripts` — run `mcpscripts --help` to see available tools
	- `safeoutputs` — run `safeoutputs --help` to see available tools
	GH_AW_OTLP_ALL_HEADERS: ""
	GH_AW_OTLP_ENDPOINTS: ""
	GH_AW_OTLP_LOGS_ENABLED: ""
	GH_AW_OTLP_LOGS_MAX_BYTES: ""
	GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
	GH_AW_SKILL_DIR: .claude/skills
	GH_AW_SKILL_EXT: .md
	GH_AW_SUB_AGENT_DIR: .claude/agents
	GH_AW_SUB_AGENT_EXT: .md
	OTEL_EXPORTER_OTLP_ENDPOINT: ""
	OTEL_EXPORTER_OTLP_HEADERS: ""
	OTEL_EXPORTER_OTLP_PROTOCOL: ""
	OTEL_RESOURCE_ATTRIBUTES: ""
	OTEL_SERVICE_NAME: ""
	- name: Substitute placeholders
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	with:
	github-token: no-authentication
	script: \|
	const promptEnvironment = new Set(["GH_AW_ACTIONS_DIR","GH_AW_ALLOWED_EXTENSIONS","GH_AW_CACHE_DESCRIPTION","GH_AW_CACHE_DIR","GH_AW_EXPR_76DF9333","GH_AW_EXPR_77C1A4D2","GH_AW_EXPR_7C248226","GH_AW_EXPR_C19C384F","GH_AW_GITHUB_ACTOR","GH_AW_GITHUB_REPOSITORY","GH_AW_GITHUB_RUN_ID","GH_AW_GITHUB_WORKSPACE","GH_AW_MCP_CLI_SERVERS_LIST","GH_AW_PROMPT","GITHUB_ACTION","GITHUB_ACTOR","GITHUB_API_URL","GITHUB_EVENT_NAME","GITHUB_EVENT_PATH","GITHUB_GRAPHQL_URL","GITHUB_JOB","GITHUB_OUTPUT","GITHUB_REF","GITHUB_REPOSITORY","GITHUB_RUN_ATTEMPT","GITHUB_RUN_ID","GITHUB_RUN_NUMBER","GITHUB_SERVER_URL","GITHUB_SHA","GITHUB_STEP_SUMMARY","GITHUB_WORKFLOW","GITHUB_WORKSPACE","PATH","RUNNER_ARCH","RUNNER_OS","RUNNER_TEMP"]);
	for (const name of Object.keys(process.env)) {
	if (!promptEnvironment.has(name)) delete process.env[name];
	}
	global.core = core;
	global.context = context;

	const substitutePlaceholders = require(process.env.GH_AW_ACTIONS_DIR + '/substitute_placeholders.cjs');

	// Call the substitution function
	return await substitutePlaceholders({
	file: process.env.GH_AW_PROMPT,
	substitutions: {
	GH_AW_ALLOWED_EXTENSIONS: process.env.GH_AW_ALLOWED_EXTENSIONS,
	GH_AW_CACHE_DESCRIPTION: process.env.GH_AW_CACHE_DESCRIPTION,
	GH_AW_CACHE_DIR: process.env.GH_AW_CACHE_DIR,
	GH_AW_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,
	GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE,
	GH_AW_MCP_CLI_SERVERS_LIST: process.env.GH_AW_MCP_CLI_SERVERS_LIST
	}
	});
	env:
	GH_AW_ACTIONS_DIR: ${{ runner.temp }}/gh-aw/actions
	GH_AW_ALLOWED_EXTENSIONS: ""
	GH_AW_CACHE_DESCRIPTION: ""
	GH_AW_CACHE_DIR: /tmp/gh-aw/cache-memory/
	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_MCP_CLI_SERVERS_LIST: \|-
	- `mcpscripts` — run `mcpscripts --help` to see available tools
	- `safeoutputs` — run `safeoutputs --help` to see available tools
	GH_AW_OTLP_ALL_HEADERS: ""
	GH_AW_OTLP_ENDPOINTS: ""
	GH_AW_OTLP_LOGS_ENABLED: ""
	GH_AW_OTLP_LOGS_MAX_BYTES: ""
	GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
	OTEL_EXPORTER_OTLP_ENDPOINT: ""
	OTEL_EXPORTER_OTLP_HEADERS: ""
	OTEL_EXPORTER_OTLP_PROTOCOL: ""
	OTEL_RESOURCE_ATTRIBUTES: ""
	OTEL_SERVICE_NAME: ""
	- name: Validate prompt placeholders
	run: \|
	bash "${RUNNER_TEMP}/gh-aw/actions/validate_prompt_placeholders.sh"
	env:
	GH_AW_OTLP_ALL_HEADERS: ""
	GH_AW_OTLP_ENDPOINTS: ""
	GH_AW_OTLP_LOGS_ENABLED: ""
	GH_AW_OTLP_LOGS_MAX_BYTES: ""
	GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
	OTEL_EXPORTER_OTLP_ENDPOINT: ""
	OTEL_EXPORTER_OTLP_HEADERS: ""
	OTEL_EXPORTER_OTLP_PROTOCOL: ""
	OTEL_RESOURCE_ATTRIBUTES: ""
	OTEL_SERVICE_NAME: ""
	- name: Print prompt
	run: \|
	bash "${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh"
	env:
	GH_AW_OTLP_ALL_HEADERS: ""
	GH_AW_OTLP_ENDPOINTS: ""
	GH_AW_OTLP_LOGS_ENABLED: ""
	GH_AW_OTLP_LOGS_MAX_BYTES: ""
	GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
	OTEL_EXPORTER_OTLP_ENDPOINT: ""
	OTEL_EXPORTER_OTLP_HEADERS: ""
	OTEL_EXPORTER_OTLP_PROTOCOL: ""
	OTEL_RESOURCE_ATTRIBUTES: ""
	OTEL_SERVICE_NAME: ""
	- name: Inventory installed skills
	if: success() \|\| failure()
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_SKILL_DIR: ".claude/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@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@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
	with:
	name: activation
	include-hidden-files: true
	path: \|
	/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/aw-prompts/prompt-literal-values.json
	/tmp/gh-aw/github_rate_limits.jsonl
	/tmp/gh-aw/base
	/tmp/gh-aw/.claude/agents
	/tmp/gh-aw/.claude/skills
	/tmp/gh-aw/skill_inventory.json
	if-no-files-found: ignore
	retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS \|\| '1' }}

	admission:
	name: admission
	if: vars.GH_AW_DEFAULT_ADMISSION_URL != ''
	runs-on: ubuntu-slim
	# Permissions for the admission job (workflow permissions default to none).
	permissions:
	contents: read
	id-token: write
	timeout-minutes: 5
	outputs:
	max-ai-credits: ${{ steps.admission.outputs.max-ai-credits }}
	max-ai-credits-evals: ${{ steps.admission.outputs.max-ai-credits-evals }}
	max-ai-credits-threat-detection: ${{ steps.admission.outputs.max-ai-credits-threat-detection }}
	result: ${{ steps.admission.outputs.result }}
	trace-id: ${{ steps.admission.outputs.trace-id }}
	steps:
	- name: Checkout actions folder
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions
	fetch-depth: 1
	clean: false
	persist-credentials: false
	- name: Setup Scripts
	id: setup
	uses: ./actions/setup
	with:
	destination: ${{ runner.temp }}/gh-aw/actions
	job-name: ${{ github.job }}
	env:
	GH_AW_SETUP_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/unknown.lock.yml@${{ github.ref }}
	- name: Check workflow admission
	id: admission
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_DEFAULT_ADMISSION_URL: ${{ vars.GH_AW_DEFAULT_ADMISSION_URL }}
	GH_AW_DEFAULT_ADMISSION_AUDIENCE: ${{ vars.GH_AW_DEFAULT_ADMISSION_AUDIENCE }}
	GH_AW_DEFAULT_ADMISSION_ON_OUTAGE: ${{ vars.GH_AW_DEFAULT_ADMISSION_ON_OUTAGE }}
	GH_AW_ADMISSION_WORKFLOW_HASH: "e119b57f37c2d732d59117f09322b295f6d13898fff85e1196748852008da6ae:33271c777909ab545c1824bcd8fa5adecb867c62288854ea3c336fdb1e51f7bc"
	GH_AW_INFO_WORKFLOW_ID: ${{ job.workflow_ref }}
	GITHUB_ACTOR: ${{ github.actor }}
	GITHUB_TRIGGERING_ACTOR: ${{ github.triggering_actor }}
	with:
	script: \|
	await require(require('node:path').join(process.env.RUNNER_TEMP, 'gh-aw', 'actions', 'activation_admission.cjs')).main(core, github, context, exec, io, getOctokit);

	agent:
	name: agent
	needs: activation
	if: >
	((!cancelled()) && needs.activation.result == 'success') && (needs.activation.outputs.daily_ai_credits_exceeded != 'true')
	runs-on: ubuntu-latest
	# Permissions for the agent job (workflow permissions default to none).
	permissions:
	actions: read
	contents: read
	copilot-requests: write
	discussions: read
	issues: read
	pull-requests: read
	security-events: read
	cache-mode: read
	concurrency:
	group: "gh-aw-claude-${{ github.workflow }}"
	queue: max
	timeout-minutes: 60
	env:
	DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
	GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
	GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
	GH_AW_ASSETS_MAX_SIZE_KB: 10240
	GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
	GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
	GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
	GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
	GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
	GH_AW_PROJECT_UTC: "-08:00"
	GH_AW_PR_HEAD_BASE_BRANCH: ""
	GH_AW_PR_HEAD_BASE_PR_NUMBER: ""
	GH_AW_PR_HEAD_BASE_REF: ""
	GH_AW_PR_HEAD_BASE_REPO: ""
	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: githubmcpstructuralanalysis
	outputs:
	agentic_engine_timeout: ${{ steps.detect-agent-errors.outputs.agentic_engine_timeout \|\| 'false' }}
	ai_credits_rate_limit_error: ${{ steps.parse-mcp-gateway.outputs.ai_credits_rate_limit_error \|\| 'false' }}
	aic: ${{ steps.parse-token-usage.outputs.aic }}
	ambient_context: ${{ steps.parse-token-usage.outputs.ambient_context }}
	cache_memory_restore_0_cache_hit: ${{ steps.restore_cache_memory_0.outputs.cache-hit \|\| 'false' }}
	cache_memory_restore_0_matched_key: ${{ steps.restore_cache_memory_0.outputs.cache-matched-key \|\| '' }}
	checkout_pr_invalidated: ${{ steps.checkout-pr.outputs.checkout_pr_invalidated \|\| 'false' }}
	checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success \|\| 'true' }}
	has_patch: ${{ steps.collect_output.outputs.has_patch }}
	http_400_response_error: ${{ steps.detect-agent-errors.outputs.http_400_response_error \|\| 'false' }}
	inference_access_error: ${{ steps.detect-agent-errors.outputs.inference_access_error \|\| 'false' }}
	invocation_cap_exceeded: ${{ steps.detect-agent-errors.outputs.invocation_cap_exceeded \|\| 'false' }}
	max_cache_misses_exceeded: ${{ steps.detect-agent-errors.outputs.max_cache_misses_exceeded \|\| 'false' }}
	mcp_policy_error: ${{ steps.detect-agent-errors.outputs.mcp_policy_error \|\| 'false' }}
	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: ${{ steps.parse-token-usage.outputs.model \|\| needs.activation.outputs.model }}
	model_effort: ${{ steps.parse-token-usage.outputs.model_effort }}
	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' }}
	model_routing_status: ${{ steps.parse-token-usage.outputs.model_routing_status }}
	output: ${{ steps.collect_output.outputs.output }}
	output_types: ${{ steps.collect_output.outputs.output_types }}
	setup-parent-span-id: ${{ steps.setup.outputs.parent-span-id \|\| steps.setup.outputs.span-id }}
	setup-span-id: ${{ steps.setup.outputs.span-id }}
	setup-trace-id: ${{ steps.setup.outputs.trace-id }}
	shell_expansion_guard_rejected: ${{ steps.detect-agent-errors.outputs.shell_expansion_guard_rejected \|\| 'false' }}
	unknown_model_ai_credits: ${{ steps.parse-mcp-gateway.outputs.unknown_model_ai_credits \|\| 'false' }}
	steps:
	- name: Checkout actions folder
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions
	fetch-depth: 1
	clean: false
	persist-credentials: false
	- name: Setup Scripts
	id: setup
	uses: ./actions/setup
	with:
	destination: ${{ runner.temp }}/gh-aw/actions
	job-name: ${{ github.job }}
	trace-id: ${{ needs.activation.outputs.setup-trace-id }}
	parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id \|\| needs.activation.outputs.setup-span-id }}
	env:
	GH_AW_SETUP_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/github-mcp-structural-analysis.lock.yml@${{ github.ref }}
	GH_AW_INFO_VERSION: "2.1.312"
	GH_AW_INFO_AWF_VERSION: "v0.29.6"
	GH_AW_INFO_ENGINE_ID: "claude"
	GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
	- name: Set runtime paths
	id: set-runtime-paths
	env:
	GH_AW_RUNNER_TOOL_CACHE: ${{ runner.tool_cache }}
	run: \| # zizmor: ignore[github-env] - runner.tool_cache is set by GitHub Actions, not user input.
	if [ -z "${RUNNER_TOOL_CACHE:-}" ]; then
	echo "RUNNER_TOOL_CACHE=${GH_AW_RUNNER_TOOL_CACHE}" >> "$GITHUB_ENV"
	fi
	{
	echo "GH_AW_SAFE_OUTPUTS=${RUNNER_TEMP}/gh-aw/safeoutputs/outputs.jsonl"
	echo "GH_AW_SAFE_OUTPUTS_CONFIG_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/config.json"
	echo "GH_AW_SAFE_OUTPUTS_TOOLS_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/tools.json"
	} >> "$GITHUB_OUTPUT"
	- name: Mask OTLP telemetry headers
	run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
	- name: Checkout repository (gh-aw default)
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	persist-credentials: false
	- name: Initialize agent execution evidence
	run: \|
	mkdir -p "/tmp/gh-aw"
	evidence_tmp="/tmp/gh-aw/agent_execution.json.tmp"
	printf '{"version":1,"component":"agent","run_id":%s,"run_attempt":%s,"state":"not_started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
	mv "$evidence_tmp" "/tmp/gh-aw/agent_execution.json"
	- name: Setup Python
	uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
	with:
	python-version: '3.12'
	- name: Setup uv
	# zizmor: ignore[github_action_from_unverified_creator_used]
	uses: astral-sh/setup-uv@68559e99cc807c1eb7e9238fd43a15bba460eec2 # v10.3.3
	with:
	enable-cache: false
	- name: Create gh-aw temp directory
	run: bash "${RUNNER_TEMP}/gh-aw/actions/create_gh_aw_tmp_dir.sh"
	- name: Configure gh CLI for GitHub Enterprise
	run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_gh_for_ghe.sh"
	env:
	GH_TOKEN: ${{ github.token }}
	- name: Download activation artifact
	uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	with:
	name: activation
	path: /tmp/gh-aw
	# Cache memory file share configuration from frontmatter processed below
	- name: Create cache-memory directory
	run: bash "${RUNNER_TEMP}/gh-aw/actions/create_cache_memory_dir.sh"
	- name: Restore cache-memory file share data
	id: restore_cache_memory_0
	uses: actions/cache/restore@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
	with:
	key: memory-none-nopolicy-mcp-response-analysis-${{ github.workflow }}-${{ github.run_id }}
	path: /tmp/gh-aw/cache-memory
	restore-keys: \|
	memory-none-nopolicy-mcp-response-analysis-${{ github.workflow }}-
	- name: Setup cache-memory git repository
	env:
	GH_AW_CACHE_DIR: /tmp/gh-aw/cache-memory
	GH_AW_MIN_INTEGRITY: none
	run: bash "${RUNNER_TEMP}/gh-aw/actions/setup_cache_memory_git.sh"
	- name: Setup Python environment
	run: "# Create working directory for Python scripts\nmkdir -p /tmp/gh-aw/python\nmkdir -p /tmp/gh-aw/python/data\nmkdir -p /tmp/gh-aw/python/charts\nmkdir -p /tmp/gh-aw/python/artifacts\n\necho \"Python environment setup complete\"\necho \"Working directory: /tmp/gh-aw/python\"\necho \"Data directory: /tmp/gh-aw/python/data\"\necho \"Charts directory: /tmp/gh-aw/python/charts\"\necho \"Artifacts directory: /tmp/gh-aw/python/artifacts\"\n"
	- env:
	UV_PYTHON_INSTALL_DIR: /tmp/gh-aw/python/uv-python
	name: Install Python scientific libraries
	run: "# Create a virtual environment for proper package isolation (avoids --break-system-packages)\n# Use /tmp/gh-aw/python/venv to avoid polluting the agent artifact upload path (/tmp/gh-aw/agent/)\n# Use uv-managed CPython so the interpreter works inside the agent sandbox (runner CPython needs a newer GLIBC).\n# This must match shared/python-nlp.md so either import can create the shared environment first.\nif [ ! -d /tmp/gh-aw/python/venv ]; then\n uv venv --python 3.12 --python-preference only-managed --seed /tmp/gh-aw/python/venv\nfi\necho \"/tmp/gh-aw/python/venv/bin\" >> \"$GITHUB_PATH\"\n/tmp/gh-aw/python/venv/bin/pip install --quiet numpy==2.5.4 pandas==3.0.6 matplotlib==3.11.2 seaborn==0.13.2 scipy==1.18.1\n\n# Verify installations\n/tmp/gh-aw/python/venv/bin/python3 -c \"import numpy; print(f'NumPy {numpy.__version__} installed')\"\n/tmp/gh-aw/python/venv/bin/python3 -c \"import pandas; print(f'Pandas {pandas.__version__} installed')\"\n/tmp/gh-aw/python/venv/bin/python3 -c \"import matplotlib; print(f'Matplotlib {matplotlib.__version__} installed')\"\n/tmp/gh-aw/python/venv/bin/python3 -c \"import seaborn; print(f'Seaborn {seaborn.__version__} installed')\"\n/tmp/gh-aw/python/venv/bin/python3 -c \"import scipy; print(f'SciPy {scipy.__version__} installed')\"\n\necho \"All scientific libraries installed successfully\"\n"
	- if: always()
	name: Upload source files and data
	uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
	with:
	if-no-files-found: warn
	name: python-source-and-data
	path: \|
	/tmp/gh-aw/python/*.py
	/tmp/gh-aw/python/data/*
	retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS \|\| '30' }}

	- name: Configure Git credentials
	env:
	GITHUB_REPOSITORY: ${{ github.repository }}
	GITHUB_SERVER_URL: ${{ github.server_url }}
	GITHUB_TOKEN: ${{ github.token }}
	run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_git_credentials.sh"
	- name: Checkout PR branch
	id: checkout-pr
	if: \|
	github.event.pull_request \|\| github.event.issue.pull_request \|\| github.event_name == 'workflow_dispatch'
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN \|\| secrets.GH_AW_GITHUB_TOKEN \|\| secrets.GITHUB_TOKEN }}
	with:
	github-token: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN \|\| secrets.GH_AW_GITHUB_TOKEN \|\| secrets.GITHUB_TOKEN }}
	script: \|
	const 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, 'checkout_pr_branch.cjs'));
	await main();
	- name: Setup Node.js
	uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
	with:
	node-version: '24'
	package-manager-cache: false
	- name: Install AWF binary
	env:
	GH_TOKEN: ${{ github.token }}
	GH_HOST: github.com
	run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.29.6 --rootless
	- name: Install Claude Code CLI
	run: npm install -g @anthropic-ai/claude-code@2.1.312
	env:
	NPM_CONFIG_MIN_RELEASE_AGE: '3'
	- name: Determine automatic lockdown mode for GitHub MCP Server
	id: determine-automatic-lockdown
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
	GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
	with:
	script: \|
	const path = require('path');
	const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
	const determineAutomaticLockdown = require(path.join(actionsDir, 'determine_automatic_lockdown.cjs'));
	await determineAutomaticLockdown(github, context, core);
	- name: Restore agent config folders from base branch
	if: steps.checkout-pr.outputs.checked_out == 'true'
	env:
	GH_AW_AGENT_FOLDERS: ".agents .claude .github"
	GH_AW_AGENT_FILES: "AGENTS.md CLAUDE.md"
	run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_base_github_folders.sh"
	- name: Restore inline sub-agents from activation artifact
	env:
	GH_AW_SUB_AGENT_DIR: ".claude/agents"
	GH_AW_SUB_AGENT_EXT: ".md"
	run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_sub_agents.sh"
	- name: Restore inline skills from activation artifact
	env:
	GH_AW_SKILL_DIR: ".claude/skills"
	run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_skills.sh"
	- name: Download container images
	run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-mcpg:v0.5.2@sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6 ghcr.io/github/gh-aw-node@sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f ghcr.io/github/github-mcp-server:v2.0.3@sha256:250bc6ce70788207608ef74cef4397230ff2e8481218da74d6093e4bd9101132 ghcr.io/github/gh-aw-firewall/agent:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65 ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06 ghcr.io/github/gh-aw-firewall/router:0.29.6@sha256:fce2f3be780fd1460a7eee7c53302dda069c5f90da3ab99af164254b43fa4364 ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7
	- name: Prepare Safe Outputs Directories
	run: \|
	mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs"
	mkdir -p /tmp/gh-aw/safeoutputs
	mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
	mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs/assets"
	- name: Generate Safe Outputs Config
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_FILE_ROOT: "${{ 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: "{\"create_discussion\":{\"category\":\"audits\",\"close_older_discussions\":true,\"expires\":24,\"fallback_to_issue\":true,\"max\":1,\"title_prefix\":\"[mcp-analysis] \"},\"create_report_incomplete_issue\":{},\"noop\":{\"max\":2,\"report-as-issue\":\"false\"},\"report_incomplete\":{},\"report_missing_data\":{},\"report_missing_tool\":{},\"upload_asset\":{\"allowed-exts\":[\".png\",\".jpg\",\".jpeg\",\".svg\"],\"branch\":\"assets/${GITHUB_WORKFLOW}\",\"max\":5,\"max-size\":10240}}"
	GITHUB_WORKFLOW: ${{ github.workflow }}
	with:
	script: \|
	const path = require('path');
	const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
	const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
	setupGlobals(core, github, context, exec, io, getOctokit);
	const { main } = require(path.join(actionsDir, 'create_files.cjs'));
	await main();
	- name: Generate Safe Outputs Tools
	env:
	GH_AW_TOOLS_META_JSON: \|
	{
	"description_suffixes": {
	"create_discussion": " CONSTRAINTS: Maximum 1 discussion(s) can be created. Title will be prefixed with \"[mcp-analysis] \". Discussions will be created in category \"audits\".",
	"upload_asset": " CONSTRAINTS: Maximum 5 asset(s) can be uploaded. Maximum file size: 10240KB. Allowed file extensions: [.png .jpg .jpeg .svg]."
	},
	"repo_params": {},
	"dynamic_tools": []
	}
	GH_AW_VALIDATION_JSON: \|
	{
	"create_discussion": {
	"defaultMax": 1,
	"fields": {
	"body": {
	"required": true,
	"type": "string",
	"sanitize": true,
	"maxLength": 65000,
	"minLength": 64
	},
	"category": {
	"type": "string",
	"sanitize": true,
	"maxLength": 128
	},
	"repo": {
	"type": "string",
	"maxLength": 256
	},
	"temporary_id": {
	"type": "string",
	"pattern": "^#?aw_[A-Za-z0-9_]{3,12}$"
	},
	"title": {
	"required": true,
	"type": "string",
	"sanitize": true,
	"maxLength": 128
	}
	}
	},
	"noop": {
	"defaultMax": 2,
	"fields": {
	"message": {
	"required": true,
	"type": "string",
	"sanitize": true,
	"maxLength": 65000
	}
	}
	},
	"report_incomplete": {
	"defaultMax": 5,
	"fields": {
	"details": {
	"type": "string",
	"sanitize": true,
	"maxLength": 65000
	},
	"reason": {
	"required": true,
	"type": "string",
	"sanitize": true,
	"maxLength": 1024
	}
	}
	},
	"report_missing_data": {
	"defaultMax": 20,
	"fields": {
	"alternatives": {
	"type": "string",
	"sanitize": true,
	"maxLength": 256
	},
	"context": {
	"type": "string",
	"sanitize": true,
	"maxLength": 256
	},
	"data_type": {
	"type": "string",
	"sanitize": true,
	"maxLength": 128
	},
	"reason": {
	"type": "string",
	"sanitize": true,
	"maxLength": 256
	}
	}
	},
	"report_missing_tool": {
	"defaultMax": 20,
	"fields": {
	"alternatives": {
	"type": "string",
	"sanitize": true,
	"maxLength": 512
	},
	"reason": {
	"required": true,
	"type": "string",
	"sanitize": true,
	"maxLength": 256
	},
	"tool": {
	"type": "string",
	"sanitize": true,
	"maxLength": 128
	}
	}
	},
	"upload_asset": {
	"defaultMax": 10,
	"fields": {
	"path": {
	"required": true,
	"type": "string"
	}
	}
	}
	}
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	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_safe_outputs_tools.cjs'));
	await main();
	- name: Write MCP Scripts Config
	# runner-guard:ignore RGS-018 -- writes first-party mcp-scripts tools.json manifest and mcp-server.cjs shim generated verbatim from the gh-aw compiler template, not an attacker-controlled dropper.
	run: \|
	mkdir -p "${RUNNER_TEMP}/gh-aw/mcp-scripts/logs"
	cat > "${RUNNER_TEMP}/gh-aw/mcp-scripts/tools.json" << 'GH_AW_MCP_SCRIPTS_TOOLS_1e106396695b09d2_EOF'
	{
	"serverName": "mcpscripts",
	"version": "1.0.0",
	"logDir": "${RUNNER_TEMP}/gh-aw/mcp-scripts/logs",
	"tools": [
	{
	"name": "list_label",
	"description": "List labels in a GitHub repository with perPage pagination and name filtering support. Returns labels array, item_count, per_page, and page. Defaults to perPage=10 to avoid large responses.",
	"inputSchema": {
	"properties": {
	"nameFilter": {
	"description": "Case-insensitive substring filter on the label name. When set, all labels are scanned and only matching labels are paginated.",
	"type": "string"
	},
	"owner": {
	"description": "Repository owner (username or organization)",
	"type": "string"
	},
	"page": {
	"description": "Page number (default: 1)",
	"type": "number"
	},
	"perPage": {
	"description": "Results per page (1–100, default: 10)",
	"type": "number"
	},
	"repo": {
	"description": "Repository name",
	"type": "string"
	}
	},
	"required": [
	"owner",
	"repo"
	],
	"type": "object"
	},
	"handler": "list_label.sh",
	"env": {
	"GH_TOKEN": "GH_AW_MCP_SCRIPTS_ENV_6c6973745f6c6162656c_47485f544f4b454e"
	},
	"timeout": 60
	},
	{
	"name": "list_workflows",
	"description": "List GitHub Actions workflows with perPage pagination support. Returns total_count, per_page, page, and a workflows array. Defaults to perPage=10 to avoid large responses.",
	"inputSchema": {
	"properties": {
	"owner": {
	"description": "Repository owner (username or organization)",
	"type": "string"
	},
	"page": {
	"description": "Page number (default: 1)",
	"type": "number"
	},
	"perPage": {
	"description": "Results per page (1–100, default: 10)",
	"type": "number"
	},
	"repo": {
	"description": "Repository name",
	"type": "string"
	}
	},
	"required": [
	"owner",
	"repo"
	],
	"type": "object"
	},
	"handler": "list_workflows.sh",
	"env": {
	"GH_TOKEN": "GH_AW_MCP_SCRIPTS_ENV_6c6973745f776f726b666c6f7773_47485f544f4b454e"
	},
	"timeout": 60
	}
	]
	}
	GH_AW_MCP_SCRIPTS_TOOLS_1e106396695b09d2_EOF
	cat > "${RUNNER_TEMP}/gh-aw/mcp-scripts/mcp-server.cjs" << 'GH_AW_MCP_SCRIPTS_SERVER_7f1d774b71e7cfe7_EOF'
	const path = require("path");
	const { startHttpServer } = require("./mcp_scripts_mcp_server_http.cjs");
	const configPath = path.join(__dirname, "tools.json");
	const port = parseInt(process.env.GH_AW_MCP_SCRIPTS_PORT \|\| "3000", 10);
	const apiKey = process.env.GH_AW_MCP_SCRIPTS_API_KEY;
	startHttpServer(configPath, {
	port: port,
	apiKey: apiKey,
	stateless: true,
	logDir: "${RUNNER_TEMP}/gh-aw/mcp-scripts/logs"
	}).catch(error => {
	console.error("Failed to start mcp-scripts HTTP server:", error);
	process.exit(1);
	});
	GH_AW_MCP_SCRIPTS_SERVER_7f1d774b71e7cfe7_EOF
	chmod +x "${RUNNER_TEMP}/gh-aw/mcp-scripts/mcp-server.cjs"

	- name: Write MCP Scripts Tool Files
	run: \|
	cat > "${RUNNER_TEMP}/gh-aw/mcp-scripts/list_label.sh" << 'GH_AW_MCP_SCRIPTS_SH_LIST_LABEL_cc543361a716f0bb_EOF'
	#!/bin/bash
	# Auto-generated mcp-script tool: list_label
	# List labels in a GitHub repository with perPage pagination and name filtering support. Returns labels array, item_count, per_page, and page. Defaults to perPage=10 to avoid large responses.

	set +o histexpand
	set -euo pipefail

	set -e

	OWNER="${INPUT_OWNER:-}"
	REPO="${INPUT_REPO:-}"
	PER_PAGE="${INPUT_PERPAGE:-10}"
	PAGE="${INPUT_PAGE:-1}"
	NAME_FILTER="${INPUT_NAMEFILTER:-}"

	if [[ -z "$OWNER" ]]; then
	echo '{"error": "owner is required"}' >&2
	exit 1
	fi

	if [[ -z "$REPO" ]]; then
	echo '{"error": "repo is required"}' >&2
	exit 1
	fi

	if ! [[ "$PER_PAGE" =~ ^[0-9]+$ ]] \|\| [[ "$PER_PAGE" -lt 1 ]] \|\| [[ "$PER_PAGE" -gt 100 ]]; then
	echo '{"error": "perPage must be between 1 and 100"}' >&2
	exit 1
	fi

	if ! [[ "$PAGE" =~ ^[0-9]+$ ]] \|\| [[ "$PAGE" -lt 1 ]]; then
	echo '{"error": "page must be a positive integer"}' >&2
	exit 1
	fi

	if [[ -n "$NAME_FILTER" ]]; then
	RESPONSE=$(gh api --paginate --slurp "repos/${OWNER}/${REPO}/labels?per_page=100" \| jq '[.[][]]')
	else
	RESPONSE=$(gh api "repos/${OWNER}/${REPO}/labels?per_page=${PER_PAGE}&page=${PAGE}")
	fi

	echo "$RESPONSE" \| jq \
	--argjson per_page "$PER_PAGE" \
	--argjson page "$PAGE" \
	--arg name_filter "$NAME_FILTER" \
	'(if $name_filter == "" then .
	else [.[] \| select(.name \| ascii_downcase \| contains($name_filter \| ascii_downcase))]
	\| .[(($page - 1) * $per_page):($page * $per_page)]
	end) as $selected
	\| {
	labels: [$selected[] \| {id, node_id, url, name, color, default, description}],
	item_count: ($selected \| length),
	per_page: $per_page,
	page: $page
	}'


	GH_AW_MCP_SCRIPTS_SH_LIST_LABEL_cc543361a716f0bb_EOF
	chmod +x "${RUNNER_TEMP}/gh-aw/mcp-scripts/list_label.sh"
	cat > "${RUNNER_TEMP}/gh-aw/mcp-scripts/list_workflows.sh" << 'GH_AW_MCP_SCRIPTS_SH_LIST_WORKFLOWS_0c08b61cc6f71742_EOF'
	#!/bin/bash
	# Auto-generated mcp-script tool: list_workflows
	# List GitHub Actions workflows with perPage pagination support. Returns total_count, per_page, page, and a workflows array. Defaults to perPage=10 to avoid large responses.

	set +o histexpand
	set -euo pipefail

	set -e

	OWNER="${INPUT_OWNER:-}"
	REPO="${INPUT_REPO:-}"
	PER_PAGE="${INPUT_PERPAGE:-10}"
	PAGE="${INPUT_PAGE:-1}"

	if [[ -z "$OWNER" ]]; then
	echo '{"error": "owner is required"}' >&2
	exit 1
	fi

	if [[ -z "$REPO" ]]; then
	echo '{"error": "repo is required"}' >&2
	exit 1
	fi

	if ! [[ "$PER_PAGE" =~ ^[0-9]+$ ]] \|\| [[ "$PER_PAGE" -lt 1 ]] \|\| [[ "$PER_PAGE" -gt 100 ]]; then
	echo '{"error": "perPage must be between 1 and 100"}' >&2
	exit 1
	fi

	if ! [[ "$PAGE" =~ ^[0-9]+$ ]] \|\| [[ "$PAGE" -lt 1 ]]; then
	echo '{"error": "page must be a positive integer"}' >&2
	exit 1
	fi

	RESPONSE=$(gh api "repos/${OWNER}/${REPO}/actions/workflows?per_page=${PER_PAGE}&page=${PAGE}")

	echo "$RESPONSE" \| jq \
	--argjson per_page "$PER_PAGE" \
	--argjson page "$PAGE" \
	'{
	total_count: .total_count,
	per_page: $per_page,
	page: $page,
	workflows: [.workflows[] \| {id, node_id, name, path, state, created_at, updated_at, url, html_url, badge_url}]
	}'


	GH_AW_MCP_SCRIPTS_SH_LIST_WORKFLOWS_0c08b61cc6f71742_EOF
	chmod +x "${RUNNER_TEMP}/gh-aw/mcp-scripts/list_workflows.sh"

	- name: Generate MCP Scripts Server Config
	id: mcp-scripts-config
	run: \|
	# Generate a secure random API key (360 bits of entropy, 40+ chars)
	# Mask immediately to prevent timing vulnerabilities
	API_KEY=$(openssl rand -base64 45 \| tr -d '/+=')
	echo "::add-mask::${API_KEY}"

	PORT=3000

	# Set outputs for next steps
	{
	echo "mcp_scripts_api_key=${API_KEY}"
	echo "mcp_scripts_port=${PORT}"
	} >> "$GITHUB_OUTPUT"

	echo "MCP Scripts server will run on port ${PORT}"

	- name: Start MCP Scripts HTTP Server
	id: mcp-scripts-start
	env:
	DEBUG: ${{ env.DEBUG \|\| runner.debug == '1' && '*' \|\| '' }}
	GH_AW_MCP_SCRIPTS_PORT: ${{ steps.mcp-scripts-config.outputs.mcp_scripts_port }}
	GH_AW_MCP_SCRIPTS_API_KEY: ${{ steps.mcp-scripts-config.outputs.mcp_scripts_api_key }}
	GH_AW_MCP_SCRIPTS_ENV_6c6973745f6c6162656c_47485f544f4b454e: ${{ secrets.GITHUB_TOKEN }}
	GH_AW_MCP_SCRIPTS_ENV_6c6973745f776f726b666c6f7773_47485f544f4b454e: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	# Environment variables are set above to prevent template injection
	export DEBUG
	export GH_AW_MCP_SCRIPTS_PORT
	export GH_AW_MCP_SCRIPTS_API_KEY

	bash "${RUNNER_TEMP}/gh-aw/actions/start_mcp_scripts_server.sh"

	- name: Start MCP Gateway
	id: start-mcp-gateway
	env:
	DEBUG: ${{ env.DEBUG \|\| runner.debug == '1' && '*' \|\| '' }}
	GH_AW_ASSETS_ALLOWED_EXTS: ${{ env.GH_AW_ASSETS_ALLOWED_EXTS }}
	GH_AW_ASSETS_BRANCH: ${{ env.GH_AW_ASSETS_BRANCH }}
	GH_AW_ASSETS_MAX_SIZE_KB: ${{ env.GH_AW_ASSETS_MAX_SIZE_KB }}
	GH_AW_MCP_SCRIPTS_API_KEY: ${{ steps.mcp-scripts-start.outputs.api_key }}
	GH_AW_MCP_SCRIPTS_PORT: ${{ steps.mcp-scripts-start.outputs.port }}
	GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
	GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
	GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
	GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
	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 }}
	GH_AW_SAFE_OUTPUTS_TOOLS_PATH: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS_TOOLS_PATH }}
	GH_AW_SINK_VISIBILITY: ${{ steps.determine-automatic-lockdown.outputs.visibility }}
	GITHUB_MCP_GUARD_MIN_INTEGRITY: ${{ steps.determine-automatic-lockdown.outputs.min_integrity }}
	GITHUB_MCP_GUARD_REPOS: ${{ steps.determine-automatic-lockdown.outputs.repos }}
	GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN \|\| secrets.GH_AW_GITHUB_TOKEN \|\| secrets.GITHUB_TOKEN }}
	GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	set -eo pipefail
	mkdir -p "${RUNNER_TEMP}/gh-aw/mcp-config"
	if [ -n "${GITHUB_EVENT_PATH:-}" ] && [ -r "${GITHUB_EVENT_PATH}" ]; then
	GH_AW_SAFEOUTPUTS_EVENT_PATH="${RUNNER_TEMP}/gh-aw/safeoutputs/github_event.json"
	cp "${GITHUB_EVENT_PATH}" "${GH_AW_SAFEOUTPUTS_EVENT_PATH}"
	export GITHUB_EVENT_PATH="${GH_AW_SAFEOUTPUTS_EVENT_PATH}"
	fi

	# Export gateway environment variables for MCP config and gateway script
	export MCP_GATEWAY_PORT="8080"
	export MCP_GATEWAY_DOMAIN="awmg-mcpg"
	export MCP_GATEWAY_HOST_DOMAIN="localhost"
	MCP_GATEWAY_AGENT_ID=$(openssl rand -base64 45 \| tr -d '/+=')
	echo "::add-mask::${MCP_GATEWAY_AGENT_ID}"
	export MCP_GATEWAY_AGENT_ID
	export MCP_GATEWAY_PAYLOAD_DIR="/tmp/gh-aw/mcp-payloads"
	mkdir -p "${MCP_GATEWAY_PAYLOAD_DIR}"
	export MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD="524288"
	export MCP_GATEWAY_ALLOWED_MOUNT_ROOTS="${GITHUB_WORKSPACE}:rw,${RUNNER_TEMP}/gh-aw:ro,${RUNNER_TEMP}/gh-aw/safeoutputs:rw,/opt:ro,/tmp:rw,/usr/bin/gh:ro"
	export GH_AW_PR_HEAD_BASE_BRANCH="${GH_AW_PR_HEAD_BASE_BRANCH:-}"
	export GH_AW_PR_HEAD_BASE_SHA="${GH_AW_PR_HEAD_BASE_SHA:-}"
	export GH_AW_PR_HEAD_BASE_REPO="${GH_AW_PR_HEAD_BASE_REPO:-}"
	export GH_AW_PR_HEAD_BASE_PR_NUMBER="${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="${GH_AW_TARGET_REPO_SLUG:-}"
	export GH_AW_ENGINE="claude"
	export GH_AW_MCP_CLI_SERVERS='["mcpscripts","safeoutputs"]'
	MCP_GATEWAY_UID=$(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_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_OBJECT_PACK_MAX_BYTES -e GH_AW_OBJECT_PACK_MAX_OBJECTS -e GH_AW_OBJECT_PACK_TIMEOUT_MS -e GH_AW_OBJECT_PACK_FETCH_DEPTHS -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 GH_AW_MCP_SCRIPTS_PORT -e GH_AW_MCP_SCRIPTS_API_KEY -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:v0.5.2@sha256:38fda60f9478165577af9c69d6f059d5968d191f834eb181119cb3e7e925aef6'

	GH_AW_NODE=$(which node 2>/dev/null \|\| command -v node 2>/dev/null \|\| echo node)
	cat << GH_AW_MCP_CONFIG_eeff51dd99d29fd1_EOF \| "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
	{
	"mcpServers": {
	"github": {
	"container": "ghcr.io/github/github-mcp-server:v2.0.3",
	"env": {
	"GITHUB_FEATURES": "fields_param",
	"GITHUB_HOST": "$GITHUB_SERVER_URL",
	"GITHUB_PERSONAL_ACCESS_TOKEN": "$GITHUB_MCP_SERVER_TOKEN",
	"GITHUB_READ_ONLY": "1",
	"GITHUB_TOOLSETS": "all"
	},
	"guard-policies": {
	"allow-only": {
	"min-integrity": "$GITHUB_MCP_GUARD_MIN_INTEGRITY",
	"repos": "$GITHUB_MCP_GUARD_REPOS"
	}
	}
	},
	"mcpscripts": {
	"type": "http",
	"url": "http://host.docker.internal:$GH_AW_MCP_SCRIPTS_PORT",
	"headers": {
	"Authorization": "\${GH_AW_MCP_SCRIPTS_API_KEY}"
	},
	"guard-policies": {
	"write-sink": {
	"accept": [
	"*"
	],
	"sink-visibility": "${GH_AW_SINK_VISIBILITY}"
	}
	}
	},
	"safeoutputs": {
	"container": "ghcr.io/github/gh-aw-node@sha256:2c2ea524e648b91c8333ce246e3838fcf5b19ac70e45baac1a51b9207299749f",
	"mounts": ["\${GITHUB_WORKSPACE}:\${GITHUB_WORKSPACE}:rw", "${RUNNER_TEMP}/gh-aw/safeoutputs:${RUNNER_TEMP}/gh-aw/safeoutputs:rw", "/tmp/gh-aw:/tmp/gh-aw:rw"],
	"args": ["-w", "\${GITHUB_WORKSPACE}"],
	"entrypoint": "sh",
	"entrypointArgs": ["-c", "sh ${RUNNER_TEMP}/gh-aw/safeoutputs/start_safe_outputs_mcp.sh"],
	"env": {
	"DEBUG": "\${DEBUG}",
	"DEFAULT_BRANCH": "\${DEFAULT_BRANCH}",
	"GH_AW_ASSETS_ALLOWED_EXTS": "\${GH_AW_ASSETS_ALLOWED_EXTS}",
	"GH_AW_ASSETS_BRANCH": "\${GH_AW_ASSETS_BRANCH}",
	"GH_AW_ASSETS_MAX_SIZE_KB": "\${GH_AW_ASSETS_MAX_SIZE_KB}",
	"GH_AW_MCP_LOG_DIR": "\${GH_AW_MCP_LOG_DIR}",
	"GH_AW_SAFE_OUTPUTS": "\${GH_AW_SAFE_OUTPUTS}",
	"GH_AW_SAFE_OUTPUTS_CONFIG_PATH": "\${GH_AW_SAFE_OUTPUTS_CONFIG_PATH}",
	"GH_AW_SAFE_OUTPUTS_TOOLS_PATH": "\${GH_AW_SAFE_OUTPUTS_TOOLS_PATH}",
	"GH_AW_TARGET_REPO_SLUG": "\${GH_AW_TARGET_REPO_SLUG}",
	"GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST": "\${GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST}",
	"GH_AW_PR_HEAD_BASE_BRANCH": "\${GH_AW_PR_HEAD_BASE_BRANCH}",
	"GH_AW_PR_HEAD_BASE_SHA": "\${GH_AW_PR_HEAD_BASE_SHA}",
	"GH_AW_PR_HEAD_BASE_REPO": "\${GH_AW_PR_HEAD_BASE_REPO}",
	"GH_AW_PR_HEAD_BASE_PR_NUMBER": "\${GH_AW_PR_HEAD_BASE_PR_NUMBER}",
	"GH_AW_PR_HEAD_BASE_REF": "\${GH_AW_PR_HEAD_BASE_REF}",
	"GH_AW_PR_HEAD_REPO": "\${GH_AW_PR_HEAD_REPO}",
	"GITHUB_EVENT_NAME": "\${GITHUB_EVENT_NAME}",
	"GITHUB_EVENT_PATH": "\${GITHUB_EVENT_PATH}",
	"GITHUB_REPOSITORY": "\${GITHUB_REPOSITORY}",
	"GITHUB_SHA": "\${GITHUB_SHA}",
	"GITHUB_TOKEN": "\${GITHUB_TOKEN}",
	"GITHUB_WORKSPACE": "\${GITHUB_WORKSPACE}",
	"RUNNER_TEMP": "\${RUNNER_TEMP}",
	"GH_AW_OBJECT_PACK_MAX_BYTES": "\${GH_AW_OBJECT_PACK_MAX_BYTES}",
	"GH_AW_OBJECT_PACK_MAX_OBJECTS": "\${GH_AW_OBJECT_PACK_MAX_OBJECTS}",
	"GH_AW_OBJECT_PACK_TIMEOUT_MS": "\${GH_AW_OBJECT_PACK_TIMEOUT_MS}",
	"GH_AW_OBJECT_PACK_FETCH_DEPTHS": "\${GH_AW_OBJECT_PACK_FETCH_DEPTHS}"
	},
	"guard-policies": {
	"write-sink": {
	"accept": [
	"*"
	],
	"sink-visibility": "${GH_AW_SINK_VISIBILITY}"
	}
	}
	}
	},
	"gateway": {
	"port": $MCP_GATEWAY_PORT,
	"domain": "${MCP_GATEWAY_DOMAIN}",
	"agentId": "${MCP_GATEWAY_AGENT_ID}",
	"payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}",
	"startupTimeout": 120,
	"opentelemetry": {
	"endpoint": "${OTEL_EXPORTER_OTLP_ENDPOINT}",
	"traceId": "${GITHUB_AW_OTEL_TRACE_ID}",
	"spanId": "${GITHUB_AW_OTEL_PARENT_SPAN_ID}"
	}
	}
	}
	GH_AW_MCP_CONFIG_eeff51dd99d29fd1_EOF
	- name: Mount MCP servers as CLIs
	id: mount-mcp-clis
	continue-on-error: true
	env:
	MCP_GATEWAY_AGENT_ID: ${{ steps.start-mcp-gateway.outputs.gateway-agent-id }}
	MCP_GATEWAY_DOMAIN: ${{ steps.start-mcp-gateway.outputs.gateway-domain }}
	MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	with:
	script: \|
	const path = require('path');
	const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
	const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
	setupGlobals(core, github, context, exec, io);
	const { main } = require(path.join(actionsDir, 'mount_mcp_as_cli.cjs'));
	await main();
	- name: Clean credentials
	run: \|
	bash "${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: Prepare model-routing conversation
	env:
	GH_AW_ROUTING_PROMPT: /tmp/gh-aw/aw-prompts/user.txt
	GH_AW_ROUTING_PROMPT_FALLBACK: /tmp/gh-aw/aw-prompts/prompt.txt
	GH_AW_ROUTING_CONVERSATION_FILE: /tmp/gh-aw/routing-conversation.json
	run: node -e "const fs=require('node:fs'); const path=require('node:path'); const readPrompt=file=>{try{return fs.readFileSync(file,'utf8');}catch(error){if(error.code==='ENOENT')return '';throw error;}}; let prompt=readPrompt(process.env.GH_AW_ROUTING_PROMPT); if (!prompt.trim()) prompt=readPrompt(process.env.GH_AW_ROUTING_PROMPT_FALLBACK); if (!prompt.trim()) throw new Error('Rendered workflow prompt is empty; cannot route this task'); const destination=process.env.GH_AW_ROUTING_CONVERSATION_FILE; fs.mkdirSync(path.dirname(destination),{recursive:true,mode:0o700}); fs.writeFileSync(destination,JSON.stringify([{role:'user',parts:[{text:prompt}]}]),{mode:0o600});"
	- 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 Claude Code CLI
	id: agentic_execution
	# Allowed tools (sorted):
	# - Bash
	# - BashOutput
	# - Edit
	# - Edit(//tmp/**)
	# - Edit(//tmp/gh-aw/cache-memory/**)
	# - ExitPlanMode
	# - Glob
	# - Grep
	# - KillBash
	# - LS
	# - MultiEdit
	# - NotebookEdit
	# - NotebookRead
	# - Read
	# - Read(//tmp/**)
	# - Read(//tmp/gh-aw/cache-memory/**)
	# - Skill
	# - Task
	# - TodoWrite
	# - Write
	# - mcp__github__actions_get
	# - mcp__github__actions_list
	# - mcp__github__get_code_scanning_alert
	# - mcp__github__get_commit
	# - mcp__github__get_dependabot_alert
	# - mcp__github__get_discussion
	# - mcp__github__get_discussion_comments
	# - mcp__github__get_file_contents
	# - mcp__github__get_job_logs
	# - mcp__github__get_label
	# - mcp__github__get_latest_release
	# - mcp__github__get_me
	# - mcp__github__get_notification_details
	# - mcp__github__get_pull_request
	# - mcp__github__get_pull_request_comments
	# - mcp__github__get_pull_request_diff
	# - mcp__github__get_pull_request_files
	# - mcp__github__get_pull_request_review_comments
	# - mcp__github__get_pull_request_reviews
	# - mcp__github__get_pull_request_status
	# - mcp__github__get_release_by_tag
	# - mcp__github__get_secret_scanning_alert
	# - mcp__github__get_tag
	# - mcp__github__issue_read
	# - mcp__github__list_branches
	# - mcp__github__list_code_scanning_alerts
	# - mcp__github__list_commits
	# - mcp__github__list_dependabot_alerts
	# - mcp__github__list_discussion_categories
	# - mcp__github__list_discussions
	# - mcp__github__list_issue_types
	# - mcp__github__list_issues
	# - mcp__github__list_label
	# - mcp__github__list_notifications
	# - mcp__github__list_pull_requests
	# - mcp__github__list_releases
	# - mcp__github__list_secret_scanning_alerts
	# - mcp__github__list_starred_repositories
	# - mcp__github__list_tags
	# - mcp__github__pull_request_read
	# - mcp__github__search_code
	# - mcp__github__search_issues
	# - mcp__github__search_orgs
	# - mcp__github__search_pull_requests
	# - mcp__github__search_repositories
	# - mcp__github__search_users
	# - mcp__mcpscripts
	# - mcp__safeoutputs
	timeout-minutes: 15
	run: \|
	set -o pipefail
	gh_aw_exit_code=0
	trap 'gh_aw_exit_code=$?; mkdir -p /tmp/gh-aw >/dev/null 2>&1 \|\| true; printf "%s" "$gh_aw_exit_code" > /tmp/gh-aw/agent_execution_exit_code.txt \|\| true; if [ "$gh_aw_exit_code" -ne 0 ]; then echo "::error::Agent execution exited with code $gh_aw_exit_code"; fi' EXIT
	printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
	mkdir -p /tmp/gh-aw && (umask 177 && touch /tmp/gh-aw/claude-debug.log) && touch /tmp/gh-aw/agent-step-summary.md
	(umask 177 && touch /tmp/gh-aw/agent-stdio.log)
	GH_AW_MAX_AI_CREDITS="${GH_AW_MAX_AI_CREDITS:-1000}"
	if [[ ! "$GH_AW_MAX_AI_CREDITS" =~ ^[0-9]+$ ]]; then
	GH_AW_MAX_AI_CREDITS="1000"
	fi
	if [[ "${GH_AW_ADMISSION_RESULT:-}" == "admitted" && -z "${GH_AW_ADMISSION_MAX_AI_CREDITS:-}" ]]; then
	echo "ERR_ADMISSION: Missing required runtime admission allowance." >&2
	exit 1
	fi

	if [[ "${GH_AW_ADMISSION_RESULT:-}" == "admitted" && -n "${GH_AW_ADMISSION_MAX_AI_CREDITS:-}" ]]; then
	if [[ ! "$GH_AW_ADMISSION_MAX_AI_CREDITS" =~ ^[1-9][0-9]{0,9}$ ]] \|\| (( GH_AW_ADMISSION_MAX_AI_CREDITS > 2147483647 )); then
	echo "ERR_ADMISSION: Invalid runtime admission allowance." >&2
	exit 1
	fi
	GH_AW_MAX_AI_CREDITS="$GH_AW_ADMISSION_MAX_AI_CREDITS"
	echo "Admission allowance applied (value withheld)."
	else
	echo "No component admission allowance; retaining existing budget policy (value withheld)."
	fi
	unset GH_AW_ADMISSION_RESULT GH_AW_ADMISSION_MAX_AI_CREDITS
	printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.29.6/awf-config.schema.json\",\"experimental\":{\"modelRouting\":true},\"network\":{\"allowDomains\":[\".grafana.net\",\".pythonhosted.org\",\".sentry.io\",\"anaconda.org\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"binstar.org\",\"bootstrap.pypa.io\",\"conda.anaconda.org\",\"conda.binstar.org\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"pip.pypa.io\",\"pypi.org\",\"pypi.python.org\",\"repo.anaconda.com\",\"repo.continuum.io\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"],\"isolation\":true,\"topologyAttach\":[\"awmg-mcpg\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"hostedWeb\":{\"claude\":{\"enabled\":false}},\"maxRuns\":500,\"maxAiCredits\":${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-5codex\",\"openai/gpt-5codex\",\"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\":[\"copilot/gpt-6-luna-decisions\"],\"fable\":[\"copilot/fable\",\"anthropic/fable\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3flash\",\"google/gemini-3flash\",\"gemini/gemini-3flash\"],\"gemini-3-pro\":[\"copilot/gemini-3pro\",\"google/gemini-3pro\",\"google/nano-banana\",\"gemini/gemini-3pro\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1flash\",\"google/gemini-3.1flash\",\"gemini/gemini-3.1flash\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1pro\",\"google/gemini-3.1pro\",\"gemini/gemini-3.1pro\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5flash\",\"google/gemini-3.5flash\",\"gemini/gemini-3.5flash\"],\"gemini-3.6-flash\":[\"copilot/gemini-3.6flash\",\"google/gemini-3.6flash\",\"gemini/gemini-3.6flash\"],\"gemini-3.7-flash\":[\"copilot/gemini-3.7flash\",\"google/gemini-3.7flash\",\"gemini/gemini-3.7flash\"],\"gemini-3.8-flash\":[\"copilot/gemini-3.8flash\",\"google/gemini-3.8flash\",\"gemini/gemini-3.8flash\"],\"gemini-flash\":[\"copilot/gemini-flash\",\"google/gemini-flash\",\"gemini/gemini-flash\"],\"gemini-flash-lite\":[\"copilot/gemini-flashlite\",\"google/gemini-flashlite\",\"gemini/gemini-flashlite\"],\"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-5codex\",\"openai/gpt-5codex\"],\"gpt-5-mini\":[\"copilot/gpt-5mini\",\"openai/gpt-5mini\"],\"gpt-5-nano\":[\"copilot/gpt-5nano\",\"openai/gpt-5nano\"],\"gpt-5-pro\":[\"copilot/gpt-5pro\",\"openai/gpt-5pro\"],\"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\"],\"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\"]},\"routing\":{\"objective\":{\"goal\":\"cost\",\"mode\":\"economy\"},\"task\":{\"conversationFile\":\"/tmp/gh-aw/routing-conversation.json\"},\"candidateModels\":[\"github-copilot/claude-\"]}},\"container\":{\"agentTimeout\":15,\"images\":{\"agent\":\"ghcr.io/github/gh-aw-firewall/agent:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65\",\"apiProxy\":\"ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06\",\"cliProxy\":\"ghcr.io/github/gh-aw-firewall/cli-proxy:0.29.6@sha256:b5240a652aeaa84021ecf26fb585fc996ccf08f98749d73ee75b8579bdb3b529\",\"router\":\"ghcr.io/github/gh-aw-firewall/router:0.29.6@sha256:fce2f3be780fd1460a7eee7c53302dda069c5f90da3ab99af164254b43fa4364\",\"squid\":\"ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7\"}},\"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=""
	if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
	GH_AW_DOCKER_HOST="${DOCKER_HOST}"
	fi
	if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
	GH_AW_CHROOT_BINARIES_SOURCE_PATH="${RUNNER_TEMP}/gh-aw" GH_AW_CHROOT_IDENTITY_HOME="${RUNNER_TEMP}/gh-aw/home" node "${RUNNER_TEMP}/gh-aw/actions/patch_awf_chroot_config.cjs"
	fi
	GH_AW_TOOL_CACHE_MOUNT=""
	GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"
	if [ -d "$GH_AW_TOOL_CACHE" ]; then
	if [[ "$GH_AW_TOOL_CACHE" != /opt/* ]]; then
	GH_AW_TOOL_CACHE_MOUNT="$GH_AW_TOOL_CACHE:$GH_AW_TOOL_CACHE:ro"
	fi
	fi
	# shellcheck disable=SC1003,SC2016,SC2086
	mkdir -p "/tmp/gh-aw"
	evidence_tmp="/tmp/gh-aw/agent_execution.json.tmp"
	printf '{"version":1,"component":"agent","run_id":%s,"run_attempt":%s,"state":"started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
	mv "$evidence_tmp" "/tmp/gh-aw/agent_execution.json"
	export GH_AW_AWF_EXECUTION_COMPONENT="agent"
	export GH_AW_AWF_EXECUTION_EVIDENCE_FILE="/tmp/gh-aw/agent_execution.json"
	GH_AW_AWF_ENGINE_NAME=claude \
	GH_AW_AWF_HARNESS_MARKER='[claude-harness]' \
	GH_AW_AWF_LOG_FILE=/tmp/gh-aw/agent-stdio.log \
	GH_AW_AWF_ATTEMPT_LOG_NAME=claude \
	bash "${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"} --tty --env-all --exclude-env ACTIONS_ID_TOKEN_REQUEST_TOKEN --exclude-env ACTIONS_ID_TOKEN_REQUEST_URL --exclude-env ANTHROPIC_API_KEY --exclude-env COPILOT_GITHUB_TOKEN --exclude-env GH_AW_OTLP_ALL_HEADERS --exclude-env GH_AW_OTLP_ENDPOINTS --exclude-env GH_TOKEN --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 --skip-pull \
	-- /bin/bash -c 'set +o histexpand; export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && export ANTHROPIC_API_KEY="$COPILOT_DUMMY_BYOK" && : "${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/claude_harness.cjs claude --print --no-chrome --strict-mcp-config --allowed-tools '\''Bash,BashOutput,Edit,Edit(//tmp/),Edit(//tmp/gh-aw/cache-memory/),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit,NotebookEdit,NotebookRead,Read,Read(//tmp/),Read(//tmp/gh-aw/cache-memory/),Skill,Task,TodoWrite,Write,mcp__github__actions_get,mcp__github__actions_list,mcp__github__get_code_scanning_alert,mcp__github__get_commit,mcp__github__get_dependabot_alert,mcp__github__get_discussion,mcp__github__get_discussion_comments,mcp__github__get_file_contents,mcp__github__get_job_logs,mcp__github__get_label,mcp__github__get_latest_release,mcp__github__get_me,mcp__github__get_notification_details,mcp__github__get_pull_request,mcp__github__get_pull_request_comments,mcp__github__get_pull_request_diff,mcp__github__get_pull_request_files,mcp__github__get_pull_request_review_comments,mcp__github__get_pull_request_reviews,mcp__github__get_pull_request_status,mcp__github__get_release_by_tag,mcp__github__get_secret_scanning_alert,mcp__github__get_tag,mcp__github__issue_read,mcp__github__list_branches,mcp__github__list_code_scanning_alerts,mcp__github__list_commits,mcp__github__list_dependabot_alerts,mcp__github__list_discussion_categories,mcp__github__list_discussions,mcp__github__list_issue_types,mcp__github__list_issues,mcp__github__list_label,mcp__github__list_notifications,mcp__github__list_pull_requests,mcp__github__list_releases,mcp__github__list_secret_scanning_alerts,mcp__github__list_starred_repositories,mcp__github__list_tags,mcp__github__pull_request_read,mcp__github__search_code,mcp__github__search_issues,mcp__github__search_orgs,mcp__github__search_pull_requests,mcp__github__search_repositories,mcp__github__search_users,mcp__mcpscripts,mcp__safeoutputs'\'' --disallowed-tools AskUserQuestion,WebFetch,WebSearch --debug-file /tmp/gh-aw/claude-debug.log --verbose --permission-mode dontAsk --output-format stream-json --settings '\''{"modelOverrides":{"claude-fable-5-1":"claude-fable-5.1","claude-haiku-4-5":"claude-haiku-4.5","claude-haiku-5-5":"claude-haiku-5.5","claude-opus-4-5":"claude-opus-4.5","claude-opus-4-6":"claude-opus-4.6","claude-opus-4-7":"claude-opus-4.7","claude-opus-4-8":"claude-opus-4.8","claude-opus-5-5":"claude-opus-5.5","claude-sonnet-4-5":"claude-sonnet-4.5","claude-sonnet-4-6":"claude-sonnet-4.6","claude-sonnet-5-5":"claude-sonnet-5.5"}}'\'' --mcp-config "${RUNNER_TEMP}/gh-aw/mcp-config/mcp-servers.json" --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt'
	env:
	ANTHROPIC_BASE_URL: http://api-proxy:10002
	BASH_DEFAULT_TIMEOUT_MS: 60000
	BASH_MAX_TIMEOUT_MS: 60000
	CLAUDE_CODE_DISABLE_FAST_MODE: 1
	CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC: 1
	CLAUDE_CODE_MAX_RETRIES: 0
	COPILOT_DUMMY_BYOK: dummy-byok-key-for-offline-mode
	COPILOT_GITHUB_TOKEN: ${{ github.token }}
	DISABLE_BUG_COMMAND: 1
	DISABLE_ERROR_REPORTING: 1
	DISABLE_TELEMETRY: 1
	GH_AW_ADMISSION_MAX_AI_CREDITS: ${{ needs.activation.outputs.admission-max-ai-credits }}
	GH_AW_ADMISSION_RESULT: ${{ needs.activation.outputs.admission-result }}
	GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
	GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
	GH_AW_ASSETS_MAX_SIZE_KB: 10240
	GH_AW_LLM_PROVIDER: github
	GH_AW_LLM_PROVIDER_EXPLICIT: 1
	GH_AW_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS \|\| '1000' }}
	GH_AW_MAX_TURNS: ${{ vars.GH_AW_DEFAULT_MAX_TURNS \|\| '' }}
	GH_AW_MCP_CONFIG: ${{ runner.temp }}/gh-aw/mcp-config/mcp-servers.json
	GH_AW_MODEL_ROUTING: 1
	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_VERSION: dev
	GITHUB_AW: true
	GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md
	GITHUB_WORKSPACE: ${{ github.workspace }}
	GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com
	GIT_AUTHOR_NAME: github-actions[bot]
	GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com
	GIT_COMMITTER_NAME: github-actions[bot]
	MCP_TIMEOUT: 120000
	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: 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
	continue-on-error: true
	env:
	GH_AW_AGENTIC_EXECUTION_OUTCOME: ${{ steps.agentic_execution.outcome }}
	GH_AW_ENGINE_STEP_TIMEOUT_MINUTES: 15
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	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, 'detect_agent_errors.cjs'));
	await main();
	- name: Configure Git credentials
	env:
	GITHUB_REPOSITORY: ${{ github.repository }}
	GITHUB_SERVER_URL: ${{ github.server_url }}
	GITHUB_TOKEN: ${{ github.token }}
	run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_git_credentials.sh"
	- name: Stop MCP Gateway
	if: always()
	continue-on-error: true
	env:
	MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
	MCP_GATEWAY_AGENT_ID: ${{ steps.start-mcp-gateway.outputs.gateway-agent-id }}
	GATEWAY_PID: ${{ steps.start-mcp-gateway.outputs.gateway-pid }}
	run: \|
	bash "${RUNNER_TEMP}/gh-aw/actions/stop_mcp_gateway.sh" "$GATEWAY_PID"
	- name: Redact secrets in logs
	id: redact_secrets
	if: always()
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	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, 'redact_secrets.cjs'));
	await main();
	env:
	GH_AW_SECRET_NAMES: 'GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN'
	SECRET_GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
	SECRET_GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
	SECRET_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	- name: Validate recovery envelopes before upload
	id: validate_recovery_envelopes
	if: always() && steps.redact_secrets.outcome == 'success'
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
	GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
	GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
	GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
	GH_AW_RECOVERY_ADDITIONAL_ROOTS: '[]'
	with:
	script: \|
	const path = require('path');
	const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
	const { main } = require(path.join(actionsDir, 'validate_recovery_envelopes.cjs'));
	main({ core, additionalRoots: JSON.parse(process.env.GH_AW_RECOVERY_ADDITIONAL_ROOTS) });
	- name: Append agent step summary
	if: always()
	run: bash "${RUNNER_TEMP}/gh-aw/actions/append_agent_step_summary.sh"
	- name: Copy Safe Outputs
	if: always()
	env:
	GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
	run: \|
	mkdir -p /tmp/gh-aw
	cp "$GH_AW_SAFE_OUTPUTS" /tmp/gh-aw/safeoutputs.jsonl 2>/dev/null \|\| true
	- name: Ingest agent output
	id: collect_output
	if: always()
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
	GH_AW_ALLOWED_DOMAINS: ".grafana.net,.pythonhosted.org,*.sentry.io,anaconda.org,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,conda.anaconda.org,conda.binstar.org,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,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,pip.pypa.io,pypi.org,pypi.python.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com"
	GITHUB_SERVER_URL: ${{ github.server_url }}
	GITHUB_API_URL: ${{ github.api_url }}
	with:
	script: \|
	const 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, 'collect_ndjson_output.cjs'));
	await main();
	- name: Parse agent logs for step summary
	if: always()
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_AGENT_OUTPUT: /tmp/gh-aw/agent-stdio.log
	GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
	with:
	script: \|
	const path = require('path');
	const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
	const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
	setupGlobals(core, github, context, exec, io, getOctokit);
	const { main } = require(path.join(actionsDir, 'parse_claude_log.cjs'));
	await main();
	- name: Parse MCP Scripts logs for step summary
	if: always()
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	with:
	script: \|
	const path = require('path');
	const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
	const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
	setupGlobals(core, github, context, exec, io, getOctokit);
	const { main } = require(path.join(actionsDir, 'parse_mcp_scripts_logs.cjs'));
	await main();
	- name: Parse MCP Gateway logs for step summary
	if: always()
	id: parse-mcp-gateway
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	with:
	script: \|
	const path = require('path');
	const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
	const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
	setupGlobals(core, github, context, exec, io, getOctokit);
	const { main } = require(path.join(actionsDir, 'parse_mcp_gateway_log.cjs'));
	await main();
	- name: Print firewall logs
	if: always()
	continue-on-error: true
	env:
	AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
	run: bash "${RUNNER_TEMP}/gh-aw/actions/print_firewall_logs.sh" --rootless
	- name: Parse token usage for step summary
	if: always()
	id: parse-token-usage
	continue-on-error: true
	env:
	GH_AW_MODEL_ROUTING_ENABLED: "true"
	GH_AW_ENGINE_ID: "claude"
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	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, 'parse_token_usage.cjs'));
	await main();
	- name: Print AWF reflect summary
	if: always()
	continue-on-error: true
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	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, 'awf_reflect_summary.cjs'));
	await main();
	- name: Generate observability summary
	if: always()
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	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_observability_summary.cjs'));
	await main(core);
	- name: Write agent output placeholder if missing
	if: always()
	run: \|
	if [ ! -f /tmp/gh-aw/agent_output.json ]; then
	echo '{"items":[]}' > /tmp/gh-aw/agent_output.json
	fi
	- name: Commit cache-memory changes
	if: always()
	env:
	GH_AW_CACHE_DIR: /tmp/gh-aw/cache-memory
	run: bash "${RUNNER_TEMP}/gh-aw/actions/commit_cache_memory_git.sh"
	- name: Check cache-memory git integrity
	if: always()
	continue-on-error: true
	env:
	GH_AW_CACHE_DIR: /tmp/gh-aw/cache-memory
	run: bash "${RUNNER_TEMP}/gh-aw/actions/check_cache_memory_git_integrity.sh"
	- name: Validate recovery envelopes before upload
	id: validate_recovery_cache_default
	if: always() && steps.redact_secrets.outcome == 'success'
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
	GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
	GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
	GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
	GH_AW_RECOVERY_ADDITIONAL_ROOTS: '["/tmp/gh-aw/cache-memory"]'
	with:
	script: \|
	const path = require('path');
	const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
	const { main } = require(path.join(actionsDir, 'validate_recovery_envelopes.cjs'));
	main({ core, additionalRoots: JSON.parse(process.env.GH_AW_RECOVERY_ADDITIONAL_ROOTS) });
	- name: Upload cache-memory data as artifact
	uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
	if: always() && steps.redact_secrets.outcome == 'success' && steps.validate_recovery_envelopes.outcome == 'success' && steps.validate_recovery_cache_default.outcome == 'success'
	with:
	name: cache-memory
	include-hidden-files: true
	path: /tmp/gh-aw/cache-memory
	retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS \|\| '0' }}
	# Upload safe-outputs assets for upload_assets job
	- name: Upload Safe Outputs Assets
	if: always() && steps.redact_secrets.outcome == 'success' && steps.validate_recovery_envelopes.outcome == 'success'
	uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
	with:
	name: safe-outputs-assets
	path: ${{ runner.temp }}/gh-aw/safeoutputs/assets/
	retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS \|\| '1' }}
	if-no-files-found: ignore
	- name: Validate recovery envelopes before upload
	id: validate_final_recovery_envelopes
	if: always() && steps.redact_secrets.outcome == 'success'
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
	GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
	GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
	GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
	GH_AW_RECOVERY_ADDITIONAL_ROOTS: '["/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/claude-debug.log","/tmp/gh-aw/redacted-urls.log","/tmp/gh-aw/mcp-logs/","/tmp/gh-aw/mcp-scripts/logs/","/tmp/gh-aw/agent_usage.json","/tmp/gh-aw/agent/aw_info.json","/tmp/gh-aw/agent/awf-routing-outcome.json","/tmp/gh-aw/runtime/aw_info.json","/tmp/gh-aw/agent/model-resolution.json","/tmp/gh-aw/agent-stdio.log","/tmp/gh-aw/agent/harness_retry.json","/tmp/gh-aw/pre-agent-audit.txt","/tmp/gh-aw/github_rate_limits.jsonl","/tmp/gh-aw/otel.jsonl","/tmp/gh-aw/otlp-export-errors.jsonl","/tmp/gh-aw/safeoutputs.jsonl","/tmp/gh-aw/agent_output.json","/tmp/gh-aw","/tmp/gh-aw","/tmp/gh-aw/awf-config.json","/tmp/gh-aw/awf-resolved-config.json","/tmp/gh-aw/sandbox/firewall/logs/","/tmp/gh-aw/sandbox/firewall/audit/","/tmp/gh-aw/sandbox/firewall/awf-reflect.json"]'
	with:
	script: \|
	const path = require('path');
	const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
	const { main } = require(path.join(actionsDir, 'validate_recovery_envelopes.cjs'));
	main({ core, additionalRoots: JSON.parse(process.env.GH_AW_RECOVERY_ADDITIONAL_ROOTS) });
	# Small dedicated copy of the agent output so safe-output processing
	# survives a failed or timed-out upload of the larger agent artifact
	- name: Upload agent output fallback artifact
	if: always() && steps.redact_secrets.outcome == 'success' && steps.validate_recovery_envelopes.outcome == 'success' && steps.validate_final_recovery_envelopes.outcome == 'success'
	continue-on-error: true
	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/harness_retry.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
	/tmp/gh-aw/awf-resolved-config.json
	if-no-files-found: ignore
	retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS \|\| '0' }}
	- name: Upload agent artifacts
	if: always() && steps.redact_secrets.outcome == 'success' && steps.validate_recovery_envelopes.outcome == 'success' && steps.validate_final_recovery_envelopes.outcome == 'success'
	continue-on-error: true
	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/claude-debug.log
	/tmp/gh-aw/redacted-urls.log
	/tmp/gh-aw/mcp-logs/
	/tmp/gh-aw/mcp-scripts/logs/
	/tmp/gh-aw/agent_usage.json
	/tmp/gh-aw/agent/aw_info.json
	/tmp/gh-aw/agent/awf-routing-outcome.json
	/tmp/gh-aw/runtime/aw_info.json
	/tmp/gh-aw/agent/model-resolution.json
	/tmp/gh-aw/agent-stdio.log
	/tmp/gh-aw/agent/harness_retry.json
	/tmp/gh-aw/pre-agent-audit.txt
	/tmp/gh-aw/github_rate_limits.jsonl
	/tmp/gh-aw/otel.jsonl
	/tmp/gh-aw/otlp-export-errors.jsonl
	/tmp/gh-aw/safeoutputs.jsonl
	/tmp/gh-aw/agent_output.json
	/tmp/gh-aw/aw-*.patch
	/tmp/gh-aw/aw-*.bundle
	/tmp/gh-aw/awf-config.json
	/tmp/gh-aw/awf-resolved-config.json
	/tmp/gh-aw/sandbox/firewall/logs/
	/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
	- admission
	- agent
	- detection
	- safe_outputs
	- update_cache_memory
	- upload_assets
	if: >
	always() && (needs.agent.result != 'skipped' \|\| needs.activation.result == 'failure' \|\| needs.activation.outputs.lockdown_check_failed == 'true' \|\|
	needs.activation.outputs.oauth_token_check_failed == 'true' \|\| needs.activation.outputs.stale_lock_file_failed == 'true' \|\|
	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
	checks: read
	discussions: write
	issues: write
	pull-requests: read
	concurrency:
	group: "gh-aw-conclusion-github-mcp-structural-analysis"
	cancel-in-progress: false
	queue: max
	env:
	GH_AW_JOB_DISPLAY_NAMES: "{\"activation\":\"activation\",\"admission\":\"admission\",\"agent\":\"agent\",\"conclusion\":\"conclusion\",\"conclusion_admission\":\"conclusion_admission\",\"detection\":\"detection\",\"safe_outputs\":\"safe_outputs\",\"update_cache_memory\":\"update_cache_memory\",\"upload_assets\":\"upload_assets\"}"
	GH_AW_JOB_RESULTS: "{\"activation\":{\"result\":\"${{ needs.activation.result }}\"},\"admission\":{\"result\":\"${{ needs.admission.result }}\"},\"agent\":{\"result\":\"${{ needs.agent.result }}\"},\"detection\":{\"result\":\"${{ needs.detection.result }}\"},\"safe_outputs\":{\"result\":\"${{ needs.safe_outputs.result }}\"},\"update_cache_memory\":{\"result\":\"${{ needs.update_cache_memory.result }}\"},\"upload_assets\":{\"result\":\"${{ needs.upload_assets.result }}\"}}"
	GH_AW_JOB_TIMING_ELIGIBLE: "{\"activation\":true,\"admission\":true,\"agent\":true,\"conclusion\":true,\"conclusion_admission\":true,\"detection\":true,\"safe_outputs\":true,\"update_cache_memory\":true,\"upload_assets\":true}"
	GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
	outputs:
	admission_compact_session: ${{ steps.admission-conclusion-metadata.outputs.compact_session }}
	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 }}
	usage_artifact_id: ${{ steps.upload-usage-artifact.outputs.artifact-id }}
	usage_artifact_retry_id: ${{ steps.upload-usage-artifact-retry.outputs.artifact-id }}
	steps:
	- name: Checkout actions folder
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions
	fetch-depth: 1
	clean: false
	persist-credentials: false
	- name: Setup Scripts
	id: setup
	uses: ./actions/setup
	with:
	destination: ${{ runner.temp }}/gh-aw/actions
	job-name: ${{ github.job }}
	trace-id: ${{ needs.activation.outputs.setup-trace-id }}
	parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id \|\| needs.activation.outputs.setup-span-id }}
	env:
	GH_AW_SETUP_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/github-mcp-structural-analysis.lock.yml@${{ github.ref }}
	GH_AW_INFO_VERSION: "2.1.312"
	GH_AW_INFO_AWF_VERSION: "v0.29.6"
	GH_AW_INFO_ENGINE_ID: "claude"
	GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
	- name: Download agent output artifact
	id: download-agent-output
	continue-on-error: true
	uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	with:
	pattern: "{agent,agent-output-fallback}"
	merge-multiple: true
	path: /tmp/gh-aw/
	- name: Setup agent output environment variable
	id: setup-agent-output-env
	if: steps.download-agent-output.outcome == 'success'
	run: \|
	mkdir -p /tmp/gh-aw/
	find "/tmp/gh-aw/" -type f -print
	if [ -f "/tmp/gh-aw/agent_output.json" ]; then
	echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$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@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	with:
	name: detection
	path: /tmp/gh-aw/threat-detection/
	- name: Download Safe Outputs Items Manifest
	id: download-safe-outputs-manifest
	if: always()
	continue-on-error: true
	uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	with:
	pattern: safe-outputs-items
	merge-multiple: true
	path: /tmp/gh-aw/
	- name: Process no-op messages
	id: noop
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
	GH_AW_NOOP_MAX: "2"
	GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/github-mcp-structural-analysis.md"
	GH_AW_ENGINE_ID: "claude"
	GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
	GH_AW_ENGINE_MODEL_EFFORT: ${{ needs.agent.outputs.model_effort }}
	GH_AW_MODEL_ROUTING_STATUS: ${{ needs.agent.outputs.model_routing_status }}
	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"
	GH_AW_AIC: ${{ needs.agent.outputs.aic }}
	GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
	GH_AW_AMBIENT_CONTEXT: ${{ needs.agent.outputs.ambient_context }}
	GH_AW_WORKFLOW_ID: "github-mcp-structural-analysis"
	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);
	const { main } = require(path.join(actionsDir, 'handle_noop_message.cjs'));
	await main();
	- name: Log detection run
	id: detection_runs
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
	GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/github-mcp-structural-analysis.md"
	GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
	GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
	GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
	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);
	const { main } = require(path.join(actionsDir, 'handle_detection_runs.cjs'));
	await main();
	- name: Record missing tool
	id: missing_tool
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
	GH_AW_MISSING_TOOL_CREATE_ISSUE: "true"
	GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/github-mcp-structural-analysis.md"
	GH_AW_ENGINE_ID: "claude"
	GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
	GH_AW_ENGINE_MODEL_EFFORT: ${{ needs.agent.outputs.model_effort }}
	GH_AW_MODEL_ROUTING_STATUS: ${{ needs.agent.outputs.model_routing_status }}
	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);
	const { main } = require(path.join(actionsDir, 'missing_tool.cjs'));
	await main();
	- name: Record incomplete
	id: report_incomplete
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
	GH_AW_REPORT_INCOMPLETE_CREATE_ISSUE: "true"
	GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/github-mcp-structural-analysis.md"
	GH_AW_ENGINE_ID: "claude"
	GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
	GH_AW_ENGINE_MODEL_EFFORT: ${{ needs.agent.outputs.model_effort }}
	GH_AW_MODEL_ROUTING_STATUS: ${{ needs.agent.outputs.model_routing_status }}
	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);
	const { main } = require(path.join(actionsDir, 'report_incomplete_handler.cjs'));
	await main();
	- name: Handle agent failure
	id: handle_agent_failure
	if: always()
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
	GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/github-mcp-structural-analysis.md"
	GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
	GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
	GH_AW_ACTIVATION_RESULT: ${{ needs.activation.result }}
	GH_AW_WORKFLOW_ID: "github-mcp-structural-analysis"
	GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
	GH_AW_ENGINE_MODEL_EFFORT: ${{ needs.agent.outputs.model_effort }}
	GH_AW_MODEL_ROUTING_STATUS: ${{ needs.agent.outputs.model_routing_status }}
	GH_AW_ACTION_FAILURE_ISSUE_EXPIRES_HOURS: "12"
	GH_AW_ENGINE_ID: "claude"
	GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }}
	GH_AW_CHECKOUT_PR_INVALIDATED: ${{ needs.agent.outputs.checkout_pr_invalidated }}
	GH_AW_AI_CREDITS_RATE_LIMIT_ERROR: ${{ needs.agent.outputs.ai_credits_rate_limit_error \|\| 'false' }}
	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: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS \|\| '1000' }}
	GH_AW_DEFAULT_CHECKOUT_USES_TRIGGER_REF: "true"
	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 }}
	GH_AW_MISSING_MODEL_PRICING_MODEL_NAME: ${{ needs.agent.outputs.missing_model_pricing_model_name }}
	GH_AW_SHELL_EXPANSION_GUARD_REJECTED: ${{ needs.agent.outputs.shell_expansion_guard_rejected }}
	GH_AW_ENGINE_API_HOSTS: "api.enterprise.githubcopilot.com,api.githubcopilot.com,api.business.githubcopilot.com,api.individual.githubcopilot.com"
	GH_AW_CREATE_DISCUSSION_ERRORS: ${{ needs.safe_outputs.outputs.create_discussion_errors }}
	GH_AW_CREATE_DISCUSSION_ERROR_COUNT: ${{ needs.safe_outputs.outputs.create_discussion_error_count }}
	GH_AW_LOCKDOWN_CHECK_FAILED: ${{ needs.activation.outputs.lockdown_check_failed }}
	GH_AW_OAUTH_TOKEN_CHECK_FAILED: ${{ needs.activation.outputs.oauth_token_check_failed }}
	GH_AW_STALE_LOCK_FILE_FAILED: ${{ needs.activation.outputs.stale_lock_file_failed }}
	GH_AW_DAILY_AI_CREDITS_EXCEEDED: ${{ needs.activation.outputs.daily_ai_credits_exceeded }}
	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"
	GH_AW_FAILURE_REPORT_AS_ISSUE: "true"
	GH_AW_MISSING_TOOL_REPORT_AS_FAILURE: "true"
	GH_AW_MISSING_DATA_REPORT_AS_FAILURE: "true"
	GH_AW_TIMEOUT_MINUTES: "15"
	GH_AW_CACHE_MEMORY_ENABLED: "true"
	GH_AW_CACHE_MEMORY_RESTORE_0_MATCHED_KEY: ${{ needs.agent.outputs.cache_memory_restore_0_matched_key \|\| '' }}
	GH_AW_CACHE_MEMORY_RESTORE_0_CACHE_HIT: ${{ needs.agent.outputs.cache_memory_restore_0_cache_hit \|\| 'false' }}
	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);
	const { main } = require(path.join(actionsDir, 'handle_agent_failure.cjs'));
	await main();
	- name: Report failed jobs
	id: report_failed_jobs
	if: always()
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
	GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/github-mcp-structural-analysis.md"
	GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
	GH_AW_REPORT_FAILED_JOBS: "true"
	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);
	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_ADMISSION_RESULT: ${{ needs.activation.outputs.admission-result }}
	GH_AW_ADMISSION_MAX_AI_CREDITS: ${{ needs.activation.outputs.admission-max-ai-credits }}
	GH_AW_ADMISSION_MAX_AI_CREDITS_THREAT_DETECTION: ${{ needs.activation.outputs.admission-max-ai-credits-threat-detection }}
	GH_AW_ADMISSION_MAX_AI_CREDITS_EVALS: ${{ needs.activation.outputs.admission-max-ai-credits-evals }}
	GH_AW_GRADER_MANIFEST_0: '{"version":2,"graders":[]}'
	GH_AW_GRADER_MANIFEST_CHUNKS: '1'
	GH_AW_JOB_DURATIONS: ${{ steps.report_failed_jobs.outputs.job_durations }}
	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: Prepare admission conclusion metadata
	id: admission-conclusion-metadata
	if: always() && vars.GH_AW_DEFAULT_ADMISSION_URL != ''
	continue-on-error: true
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	with:
	script: \|
	const path = require('node:path');
	const { readCompactUnifiedSession } = require(path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions', 'compact_unified_session.cjs'));
	const compact = readCompactUnifiedSession('/tmp/gh-aw/usage/aw_session.jsonl');
	core.setOutput('compact_session', JSON.stringify({ version: compact.version, session: compact.session, included_events: compact.includedEvents, omitted_events: compact.omittedEvents, oversized_lines: compact.oversizedLines, scan_truncated: compact.scanTruncated, truncated: compact.truncated }));
	- 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/agent/harness_retry.json
	/tmp/gh-aw/usage/detection/token_usage.jsonl
	/tmp/gh-aw/usage/detection/execution.json
	/tmp/gh-aw/usage/detection/harness_retry.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/evals/evals_status.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/agent/harness_retry.json
	/tmp/gh-aw/usage/detection/token_usage.jsonl
	/tmp/gh-aw/usage/detection/execution.json
	/tmp/gh-aw/usage/detection/harness_retry.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/evals/evals_status.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' }}

	conclusion_admission:
	name: conclusion_admission
	needs: conclusion
	if: always() && needs.conclusion.result != 'skipped' && vars.GH_AW_DEFAULT_ADMISSION_URL != ''
	runs-on: ubuntu-slim
	# Permissions for the conclusion_admission job (workflow permissions default to none).
	permissions:
	contents: read
	id-token: write
	timeout-minutes: 5
	env:
	GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
	steps:
	- name: Checkout actions folder
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions
	fetch-depth: 1
	clean: false
	persist-credentials: false
	- name: Setup Scripts
	id: setup
	uses: ./actions/setup
	with:
	destination: ${{ runner.temp }}/gh-aw/actions
	job-name: ${{ github.job }}
	env:
	GH_AW_SETUP_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/unknown.lock.yml@${{ github.ref }}
	- name: Report admission conclusion
	if: always() && vars.GH_AW_DEFAULT_ADMISSION_URL != ''
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_DEFAULT_ADMISSION_URL: ${{ vars.GH_AW_DEFAULT_ADMISSION_URL }}
	GH_AW_DEFAULT_ADMISSION_AUDIENCE: ${{ vars.GH_AW_DEFAULT_ADMISSION_AUDIENCE }}
	GH_AW_DEFAULT_ADMISSION_ON_OUTAGE: ${{ vars.GH_AW_DEFAULT_ADMISSION_ON_OUTAGE }}
	GH_AW_ADMISSION_WORKFLOW_HASH: "e119b57f37c2d732d59117f09322b295f6d13898fff85e1196748852008da6ae:33271c777909ab545c1824bcd8fa5adecb867c62288854ea3c336fdb1e51f7bc"
	GH_AW_INFO_WORKFLOW_ID: ${{ job.workflow_ref }}
	GITHUB_ACTOR: ${{ github.actor }}
	GITHUB_TRIGGERING_ACTOR: ${{ github.triggering_actor }}
	GH_AW_ADMISSION_COMPACT_SESSION: ${{ needs.conclusion.outputs.admission_compact_session }}
	GH_AW_USAGE_ARTIFACT_ID: ${{ needs.conclusion.outputs.usage_artifact_id }}
	GH_AW_USAGE_ARTIFACT_RETRY_ID: ${{ needs.conclusion.outputs.usage_artifact_retry_id }}
	with:
	script: \|
	const { setupGlobals } = require(require('node:path').join(process.env.RUNNER_TEMP, 'gh-aw', 'actions', 'setup_globals.cjs'));
	setupGlobals(core, github, context, exec, io, getOctokit);
	await require(require('node:path').join(process.env.RUNNER_TEMP, 'gh-aw', 'actions', 'conclusion_admission.cjs')).main(core);

	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
	copilot-requests: write
	timeout-minutes: 10
	env:
	GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
	outputs:
	aic: ${{ steps.parse_detection_token_usage.outputs.aic }}
	detection_conclusion: ${{ steps.detection_conclusion.outputs.conclusion }}
	detection_reason: ${{ steps.detection_conclusion.outputs.reason }}
	detection_success: ${{ steps.detection_conclusion.outputs.success }}
	run_detection: ${{ steps.detection_guard.outputs.run_detection }}
	steps:
	- name: Checkout actions folder
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions
	fetch-depth: 1
	clean: false
	persist-credentials: false
	- name: Setup Scripts
	id: setup
	uses: ./actions/setup
	with:
	destination: ${{ runner.temp }}/gh-aw/actions
	job-name: ${{ github.job }}
	trace-id: ${{ needs.activation.outputs.setup-trace-id }}
	parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id \|\| needs.activation.outputs.setup-span-id }}
	env:
	GH_AW_SETUP_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/github-mcp-structural-analysis.lock.yml@${{ github.ref }}
	GH_AW_INFO_VERSION: "2.1.312"
	GH_AW_INFO_AWF_VERSION: "v0.29.6"
	GH_AW_INFO_ENGINE_ID: "claude"
	GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
	- name: Download activation artifact
	continue-on-error: true
	uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	with:
	name: activation
	path: /tmp/gh-aw
	- name: Download agent output artifact
	id: download-agent-output
	continue-on-error: true
	uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	with:
	pattern: "{agent,agent-output-fallback}"
	merge-multiple: true
	path: /tmp/gh-aw/
	- name: Setup agent output environment variable
	id: setup-agent-output-env
	if: steps.download-agent-output.outcome == 'success'
	run: \|
	mkdir -p /tmp/gh-aw/
	find "/tmp/gh-aw/" -type f -print
	if [ -f "/tmp/gh-aw/agent_output.json" ]; then
	echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
	fi
	- name: Clear agent token usage
	if: always()
	run: rm -f /tmp/gh-aw/agent_usage.json
	- name: Checkout repository for patch context
	if: needs.agent.outputs.has_patch == 'true'
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	persist-credentials: false
	# --- Threat Detection ---
	- name: Initialize detection execution evidence
	run: \|
	mkdir -p "/tmp/gh-aw/threat-detection"
	evidence_tmp="/tmp/gh-aw/threat-detection/execution.json.tmp"
	printf '{"version":1,"component":"detection","run_id":%s,"run_attempt":%s,"state":"not_started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
	mv "$evidence_tmp" "/tmp/gh-aw/threat-detection/execution.json"
	- name: Clear inherited Copilot session state
	run: rm -rf /tmp/gh-aw/sandbox/agent/logs/copilot-session-state
	- name: Clean stale firewall files from agent artifact
	run: \|
	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:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65 ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06 ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7
	- name: Check if detection needed
	id: detection_guard
	if: always()
	env:
	OUTPUT_TYPES: ${{ needs.agent.outputs.output_types }}
	HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
	run: \|
	if [[ -n "$OUTPUT_TYPES" \|\| "$HAS_PATCH" == "true" ]]; then
	echo "run_detection=true" >> "$GITHUB_OUTPUT"
	echo "Detection will run: output_types=$OUTPUT_TYPES, has_patch=$HAS_PATCH"
	else
	echo "run_detection=false" >> "$GITHUB_OUTPUT"
	echo "Detection skipped: no agent outputs or patches to analyze"
	fi
	- name: Clear MCP Config for detection
	if: always() && steps.detection_guard.outputs.run_detection == 'true'
	run: \|
	rm -f "${RUNNER_TEMP}/gh-aw/mcp-config/mcp-servers.json"
	rm -f "$HOME/.copilot/mcp-config.json"
	rm -f "$GITHUB_WORKSPACE/.gemini/settings.json"
	- name: Prepare threat detection files
	if: always() && steps.detection_guard.outputs.run_detection == 'true'
	run: \|
	bash "${RUNNER_TEMP}/gh-aw/actions/prepare_threat_detection_files.sh"
	- name: Setup threat detection
	id: detection_setup
	if: always() && steps.detection_guard.outputs.run_detection == 'true'
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	WORKFLOW_DESCRIPTION: "Structural analysis of GitHub MCP tool responses with schema evaluation and usefulness ratings for agentic work"
	HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
	GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
	GH_AW_DETECTION_SKIP_PROMPT_SUMMARY: "true"
	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, 'setup_threat_detection.cjs'));
	await main();
	- name: Ensure threat-detection directory and log
	if: always() && steps.detection_guard.outputs.run_detection == 'true'
	run: \|
	mkdir -p /tmp/gh-aw/threat-detection
	touch /tmp/gh-aw/threat-detection/detection.log
	- name: Install AWF binary
	env:
	GH_TOKEN: ${{ github.token }}
	GH_HOST: github.com
	run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.29.6 --rootless
	- name: Setup Node.js
	uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
	with:
	node-version: '24'
	package-manager-cache: false
	- name: Install GitHub Copilot CLI
	run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh" 1.0.103 --checksums-sha256 26cd3e4b32cde498e4961fb4d48e7b85d7859fc69af1a645a19201fdd577bdb2 --prefer-toolcache --cooldown-days 3
	env:
	GH_HOST: github.com
	GITHUB_TOKEN: ${{ github.token }}
	GH_AW_COPILOT_MIN_VERSION: 1.0.35
	- name: Install threat-detect binary
	id: threat_detect_install
	if: always() && steps.detection_guard.outputs.run_detection == 'true'
	continue-on-error: true
	run: \|
	bash "${RUNNER_TEMP}/gh-aw/actions/install_threat_detect_binary.sh" v0.5.3 --artifact-base-url https://github.com/github/gh-aw-threat-detection/releases/download --sha256-amd64 7cfab3bd02717968a0584ddd3790cff22550059e36d6f656c4f35e9d27851009 --sha256-arm64 6f355949af98e7b5527a958ac11431bd7867db45c0191b94c3a205c662181cc6
	- name: Execute threat detection with AWF
	id: detection_agentic_execution
	if: always() && steps.detection_guard.outputs.run_detection == 'true' && steps.detection_setup.outcome == 'success' && steps.detection_setup.outputs.ready == 'true' && steps.threat_detect_install.outcome == 'success'
	continue-on-error: true
	timeout-minutes: 10
	env:
	AWF_REFLECT_ENABLED: 1
	COPILOT_AGENT_RUNNER_TYPE: STANDALONE
	COPILOT_DUMMY_BYOK: dummy-byok-key-for-offline-mode
	COPILOT_GITHUB_TOKEN: ${{ github.token }}
	COPILOT_MODEL: ${{ vars.GH_AW_MODEL_DETECTION_COPILOT \|\| vars.GH_AW_DEFAULT_MODEL_COPILOT \|\| 'detection' }}
	GH_AW_ADMISSION_MAX_AI_CREDITS: ${{ needs.activation.outputs.admission-max-ai-credits-threat-detection }}
	GH_AW_ADMISSION_RESULT: ${{ needs.activation.outputs.admission-result }}
	GH_AW_HARNESS_MAX_RETRIES: 0
	GH_AW_LLM_PROVIDER: github
	GH_AW_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_DETECTION_MAX_AI_CREDITS \|\| '400' }}
	GH_AW_MAX_TURNS: ${{ vars.GH_AW_DEFAULT_MAX_TURNS \|\| '' }}
	GH_AW_MODEL_FALLBACK: ${{ vars.GH_AW_MODEL_DETECTION_COPILOT \|\| vars.GH_AW_DEFAULT_MODEL_COPILOT \|\| 'auto' }}
	GH_AW_PHASE: detection
	GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
	GH_AW_TIMEOUT_MINUTES: 10
	GH_AW_VERSION: dev
	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 }}
	GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md
	GITHUB_WORKSPACE: ${{ github.workspace }}
	GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com
	GIT_AUTHOR_NAME: github-actions[bot]
	GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com
	GIT_COMMITTER_NAME: github-actions[bot]
	RUNNER_TEMP: ${{ runner.temp }}
	S2STOKENS: true
	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) \|\| '' }}
	WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	WORKFLOW_DESCRIPTION: "Structural analysis of GitHub MCP tool responses with schema evaluation and usefulness ratings for agentic work"
	HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
	GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
	run: \|
	mkdir -p "/tmp/gh-aw/threat-detection"
	evidence_tmp="/tmp/gh-aw/threat-detection/execution.json.tmp"
	printf '{"version":1,"component":"detection","run_id":%s,"run_attempt":%s,"state":"started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
	mv "$evidence_tmp" "/tmp/gh-aw/threat-detection/execution.json"
	export GH_AW_AWF_EXECUTION_COMPONENT="detection"
	export GH_AW_AWF_EXECUTION_EVIDENCE_FILE="/tmp/gh-aw/threat-detection/execution.json"
	set -o pipefail
	printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
	GH_AW_COPILOT_SRC="$(command -v copilot 2>/dev/null \|\| true)"
	if [ -z "$GH_AW_COPILOT_SRC" ] \|\| [ ! -x "$GH_AW_COPILOT_SRC" ]; then
	echo "GitHub Copilot CLI executable not found on PATH after installation" >&2
	exit 127
	fi
	GH_AW_COPILOT_BIN="${RUNNER_TEMP}/gh-aw/bin/copilot"
	mkdir -p "${RUNNER_TEMP}/gh-aw/bin"
	if [ "$GH_AW_COPILOT_SRC" != "$GH_AW_COPILOT_BIN" ]; then
	cp "$GH_AW_COPILOT_SRC" "$GH_AW_COPILOT_BIN"
	fi
	chmod 755 "$GH_AW_COPILOT_BIN"

	(umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
	GH_AW_MAX_AI_CREDITS="${GH_AW_MAX_AI_CREDITS:-400}"
	if [[ ! "$GH_AW_MAX_AI_CREDITS" =~ ^[0-9]+$ ]]; then
	GH_AW_MAX_AI_CREDITS="400"
	fi

	if [[ "${GH_AW_ADMISSION_RESULT:-}" == "admitted" && -n "${GH_AW_ADMISSION_MAX_AI_CREDITS:-}" ]]; then
	if [[ ! "$GH_AW_ADMISSION_MAX_AI_CREDITS" =~ ^[1-9][0-9]{0,9}$ ]] \|\| (( GH_AW_ADMISSION_MAX_AI_CREDITS > 2147483647 )); then
	echo "ERR_ADMISSION: Invalid runtime admission allowance." >&2
	exit 1
	fi
	GH_AW_MAX_AI_CREDITS="$GH_AW_ADMISSION_MAX_AI_CREDITS"
	echo "Admission allowance applied (value withheld)."
	else
	echo "No component admission allowance; retaining existing budget policy (value withheld)."
	fi
	unset GH_AW_ADMISSION_RESULT GH_AW_ADMISSION_MAX_AI_CREDITS
	printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.29.6/awf-config.schema.json\",\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${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-5codex\",\"openai/gpt-5codex\",\"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\":[\"copilot/gpt-6-luna-decisions\"],\"fable\":[\"copilot/fable\",\"anthropic/fable\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3flash\",\"google/gemini-3flash\",\"gemini/gemini-3flash\"],\"gemini-3-pro\":[\"copilot/gemini-3pro\",\"google/gemini-3pro\",\"google/nano-banana\",\"gemini/gemini-3pro\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1flash\",\"google/gemini-3.1flash\",\"gemini/gemini-3.1flash\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1pro\",\"google/gemini-3.1pro\",\"gemini/gemini-3.1pro\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5flash\",\"google/gemini-3.5flash\",\"gemini/gemini-3.5flash\"],\"gemini-3.6-flash\":[\"copilot/gemini-3.6flash\",\"google/gemini-3.6flash\",\"gemini/gemini-3.6flash\"],\"gemini-3.7-flash\":[\"copilot/gemini-3.7flash\",\"google/gemini-3.7flash\",\"gemini/gemini-3.7flash\"],\"gemini-3.8-flash\":[\"copilot/gemini-3.8flash\",\"google/gemini-3.8flash\",\"gemini/gemini-3.8flash\"],\"gemini-flash\":[\"copilot/gemini-flash\",\"google/gemini-flash\",\"gemini/gemini-flash\"],\"gemini-flash-lite\":[\"copilot/gemini-flashlite\",\"google/gemini-flashlite\",\"gemini/gemini-flashlite\"],\"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-5codex\",\"openai/gpt-5codex\"],\"gpt-5-mini\":[\"copilot/gpt-5mini\",\"openai/gpt-5mini\"],\"gpt-5-nano\":[\"copilot/gpt-5nano\",\"openai/gpt-5nano\"],\"gpt-5-pro\":[\"copilot/gpt-5pro\",\"openai/gpt-5pro\"],\"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\"],\"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\":{\"agentTimeout\":10,\"images\":{\"agent\":\"ghcr.io/github/gh-aw-firewall/agent:0.29.6@sha256:b865c0c5d79e7d5a802af878a5385e2a36bda21b9bc1bad6bb09ee3b32dc7f65\",\"apiProxy\":\"ghcr.io/github/gh-aw-firewall/api-proxy:0.29.6@sha256:c9cdd4a834c874e3fc6932e4b64f62ae50a1909a091eb69aff81a6ea1402bf06\",\"cliProxy\":\"ghcr.io/github/gh-aw-firewall/cli-proxy:0.29.6@sha256:b5240a652aeaa84021ecf26fb585fc996ccf08f98749d73ee75b8579bdb3b529\",\"squid\":\"ghcr.io/github/gh-aw-firewall/squid:0.29.6@sha256:fe60c5816f7d91058090a794f62dd8af516f25e7a7497030d38b3f3fac2665d7\"}},\"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=""
	if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
	GH_AW_DOCKER_HOST="${DOCKER_HOST}"
	fi
	if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
	_GH_AW_CHROOT_JSON=$(jq -c --arg src "${RUNNER_TEMP}/gh-aw" --arg user "$(id -un)" --argjson uid "$(id -u)" --argjson gid "$(id -g)" --arg home "${RUNNER_TEMP}/gh-aw/home" '.chroot={"binariesSourcePath":$src,"identity":{"user":$user,"uid":$uid,"gid":$gid,"home":$home}}' "${RUNNER_TEMP}/gh-aw/awf-config.json") \|\| { echo "chroot config patch failed" >&2; exit 1; }
	printf '%s\n' "$_GH_AW_CHROOT_JSON" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
	fi
	GH_AW_TOOL_CACHE_MOUNT=""
	GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:?RUNNER_TOOL_CACHE must be set}"
	if [ -d "$GH_AW_TOOL_CACHE" ]; then
	if [[ "$GH_AW_TOOL_CACHE" != /opt/* ]]; then
	GH_AW_TOOL_CACHE_MOUNT="$GH_AW_TOOL_CACHE:$GH_AW_TOOL_CACHE:ro"
	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 --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: Copy detection firewall logs
	if: always() && steps.detection_guard.outputs.run_detection == 'true'
	continue-on-error: true
	run: \|
	mkdir -p /tmp/gh-aw/threat-detection/sandbox/firewall
	if [ -d /tmp/gh-aw/sandbox/firewall/logs ]; then mkdir -p /tmp/gh-aw/threat-detection/sandbox/firewall/logs && cp -r /tmp/gh-aw/sandbox/firewall/logs/. /tmp/gh-aw/threat-detection/sandbox/firewall/logs/; fi
	if [ -d /tmp/gh-aw/sandbox/firewall/audit ]; then mkdir -p /tmp/gh-aw/threat-detection/sandbox/firewall/audit && cp -r /tmp/gh-aw/sandbox/firewall/audit/. /tmp/gh-aw/threat-detection/sandbox/firewall/audit/; fi
	- name: Redact secrets in detection logs
	id: redact_detection_logs
	if: always() && steps.detection_guard.outputs.run_detection == 'true'
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_SECRET_NAMES: 'GH_AW_OTEL_GRAFANA_AUTHORIZATION,GH_AW_OTEL_GRAFANA_ENDPOINT,GH_AW_OTEL_SENTRY_AUTHORIZATION,GH_AW_OTEL_SENTRY_ENDPOINT'
	SECRET_GH_AW_OTEL_GRAFANA_AUTHORIZATION: ${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}
	SECRET_GH_AW_OTEL_GRAFANA_ENDPOINT: ${{ secrets.GH_AW_OTEL_GRAFANA_ENDPOINT }}
	SECRET_GH_AW_OTEL_SENTRY_AUTHORIZATION: ${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}
	SECRET_GH_AW_OTEL_SENTRY_ENDPOINT: ${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}
	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, 'redact_secrets.cjs'));
	const { persistDetectionMasks } = require(path.join(actionsDir, 'detection_mask_state.cjs'));
	await main({ additionalDirectories: ["/tmp/gh-aw/threat-detection/sandbox/firewall"], persistDetectionMasks });
	- name: Parse threat detection token usage for step summary
	id: parse_detection_token_usage
	if: always() && steps.detection_guard.outputs.run_detection == 'true' && steps.redact_detection_logs.outcome == 'success'
	continue-on-error: true
	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"
	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, 'parse_token_usage.cjs'));
	await main();
	- name: Redact secrets in detection artifacts
	id: redact_detection_artifacts
	if: always() && steps.detection_guard.outputs.run_detection == 'true'
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_SECRET_NAMES: 'GH_AW_OTEL_GRAFANA_AUTHORIZATION,GH_AW_OTEL_GRAFANA_ENDPOINT,GH_AW_OTEL_SENTRY_AUTHORIZATION,GH_AW_OTEL_SENTRY_ENDPOINT'
	SECRET_GH_AW_OTEL_GRAFANA_AUTHORIZATION: ${{ secrets.GH_AW_OTEL_GRAFANA_AUTHORIZATION }}
	SECRET_GH_AW_OTEL_GRAFANA_ENDPOINT: ${{ secrets.GH_AW_OTEL_GRAFANA_ENDPOINT }}
	SECRET_GH_AW_OTEL_SENTRY_AUTHORIZATION: ${{ secrets.GH_AW_OTEL_SENTRY_AUTHORIZATION }}
	SECRET_GH_AW_OTEL_SENTRY_ENDPOINT: ${{ secrets.GH_AW_OTEL_SENTRY_ENDPOINT }}
	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, 'redact_secrets.cjs'));
	const { persistDetectionMasks } = require(path.join(actionsDir, 'detection_mask_state.cjs'));
	await main({ additionalDirectories: ["/tmp/gh-aw/threat-detection/sandbox/firewall"], persistDetectionMasks });
	- name: Render detection log
	if: always() && steps.detection_guard.outputs.run_detection == 'true' && steps.redact_detection_logs.outcome == 'success' && steps.redact_detection_artifacts.outcome == 'success'
	continue-on-error: true
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	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, 'render_detection_log.cjs'));
	await main();
	- name: Upload threat detection artifact
	if: always() && steps.detection_guard.outputs.run_detection == 'true' && steps.redact_detection_logs.outcome == 'success' && steps.redact_detection_artifacts.outcome == 'success'
	uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
	with:
	name: detection
	path: \|
	/tmp/gh-aw/threat-detection/detection_result.json
	/tmp/gh-aw/threat-detection/execution.json
	/tmp/gh-aw/threat-detection/detection_usage.json
	/tmp/gh-aw/threat-detection/detection_usage.jsonl
	/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() && steps.detection_guard.outputs.run_detection == 'false' \|\| (always() && steps.detection_guard.outputs.run_detection == 'true' && steps.redact_detection_logs.outcome == 'success' && steps.redact_detection_artifacts.outcome == 'success')
	continue-on-error: true
	env:
	RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
	DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
	THREAT_DETECT_INSTALL_OUTCOME: ${{ steps.threat_detect_install.outcome }}
	GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
	run: \|
	bash "${RUNNER_TEMP}/gh-aw/actions/conclude_threat_detection.sh" /tmp/gh-aw/threat-detection/detection_result.json
	- name: Upload skipped detection execution evidence
	if: always() && steps.detection_guard.outputs.run_detection == 'false'
	uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
	with:
	name: detection
	path: /tmp/gh-aw/threat-detection/execution.json
	if-no-files-found: ignore
	retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS \|\| '0' }}

	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:
	discussions: write
	issues: write
	timeout-minutes: 15
	env:
	GH_AW_AGENT_AIC: ${{ needs.agent.outputs.aic }}
	GH_AW_AIC: ${{ needs.agent.outputs.aic }}
	GH_AW_AMBIENT_CONTEXT: ${{ needs.agent.outputs.ambient_context }}
	GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/github-mcp-structural-analysis"
	GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
	GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
	GH_AW_ENGINE_ID: "claude"
	GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
	GH_AW_ENGINE_MODEL_EFFORT: ${{ needs.agent.outputs.model_effort }}
	GH_AW_MODEL_ROUTING_STATUS: ${{ needs.agent.outputs.model_routing_status }}
	GH_AW_OBJECT_PACK_FETCH_DEPTHS: ${{ vars.GH_AW_OBJECT_PACK_FETCH_DEPTHS }}
	GH_AW_OBJECT_PACK_MAX_BYTES: ${{ vars.GH_AW_OBJECT_PACK_MAX_BYTES }}
	GH_AW_OBJECT_PACK_MAX_OBJECTS: ${{ vars.GH_AW_OBJECT_PACK_MAX_OBJECTS }}
	GH_AW_OBJECT_PACK_TIMEOUT_MS: ${{ vars.GH_AW_OBJECT_PACK_TIMEOUT_MS }}
	GH_AW_PROJECT_UTC: "-08:00"
	GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
	GH_AW_RUN_DETECTION: ${{ needs.detection.outputs.run_detection }}
	GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
	GH_AW_WORKFLOW_EMOJI: "🔍"
	GH_AW_WORKFLOW_ID: "github-mcp-structural-analysis"
	GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/github-mcp-structural-analysis.md"
	outputs:
	code_push_failure_count: ${{ steps.process_safe_outputs.outputs.code_push_failure_count }}
	code_push_failure_errors: ${{ steps.process_safe_outputs.outputs.code_push_failure_errors }}
	create_discussion_error_count: ${{ steps.process_safe_outputs.outputs.create_discussion_error_count }}
	create_discussion_errors: ${{ steps.process_safe_outputs.outputs.create_discussion_errors }}
	process_safe_outputs_items_applied: ${{ steps.process_safe_outputs.outputs.items_applied }}
	process_safe_outputs_items_cancelled: ${{ steps.process_safe_outputs.outputs.items_cancelled }}
	process_safe_outputs_items_deferred: ${{ steps.process_safe_outputs.outputs.items_deferred }}
	process_safe_outputs_items_failed: ${{ steps.process_safe_outputs.outputs.items_failed }}
	process_safe_outputs_items_skipped: ${{ steps.process_safe_outputs.outputs.items_skipped }}
	process_safe_outputs_items_succeeded: ${{ steps.process_safe_outputs.outputs.items_succeeded }}
	process_safe_outputs_items_warnings: ${{ steps.process_safe_outputs.outputs.items_warnings }}
	process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
	process_safe_outputs_status: ${{ steps.process_safe_outputs.outputs.status }}
	steps:
	- name: Checkout actions folder
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions
	fetch-depth: 1
	clean: false
	persist-credentials: false
	- name: Setup Scripts
	id: setup
	uses: ./actions/setup
	with:
	destination: ${{ runner.temp }}/gh-aw/actions
	job-name: ${{ github.job }}
	trace-id: ${{ needs.activation.outputs.setup-trace-id }}
	parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id \|\| needs.activation.outputs.setup-span-id }}
	env:
	GH_AW_SETUP_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/github-mcp-structural-analysis.lock.yml@${{ github.ref }}
	GH_AW_INFO_VERSION: "2.1.312"
	GH_AW_INFO_AWF_VERSION: "v0.29.6"
	GH_AW_INFO_ENGINE_ID: "claude"
	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@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	with:
	pattern: "{agent,agent-output-fallback}"
	merge-multiple: true
	path: /tmp/gh-aw/
	- name: Setup agent output environment variable
	id: setup-agent-output-env
	if: steps.download-agent-output.outcome == 'success'
	run: \|
	mkdir -p /tmp/gh-aw/
	find "/tmp/gh-aw/" -type f -print
	if [ -f "/tmp/gh-aw/agent_output.json" ]; then
	echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
	fi
	- name: Configure GH_HOST for enterprise compatibility
	id: ghes-host-config
	shell: bash
	run: \| # zizmor: ignore[github-env] - GITHUB_SERVER_URL is set by GitHub Actions, not user input.
	# Derive GH_HOST from GITHUB_SERVER_URL so the gh CLI targets the correct
	# GitHub instance (GHES/GHEC). On github.com this is a harmless no-op.
	GH_HOST="${GITHUB_SERVER_URL#https://}"
	GH_HOST="${GH_HOST#http://}"
	echo "GH_HOST=${GH_HOST}" >> "$GITHUB_ENV"
	- name: Process Safe Outputs
	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: ".grafana.net,.pythonhosted.org,*.sentry.io,anaconda.org,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,conda.anaconda.org,conda.binstar.org,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,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,pip.pypa.io,pypi.org,pypi.python.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com"
	GITHUB_SERVER_URL: ${{ github.server_url }}
	GITHUB_API_URL: ${{ github.api_url }}
	GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_discussion\":{\"category\":\"audits\",\"close_older_discussions\":true,\"expires\":24,\"fallback_to_issue\":true,\"max\":1,\"title_prefix\":\"[mcp-analysis] \"},\"create_report_incomplete_issue\":{},\"noop\":{\"max\":2,\"report-as-issue\":\"false\"},\"report_incomplete\":{},\"report_missing_data\":{},\"report_missing_tool\":{},\"upload_asset\":{\"allowed-exts\":[\".png\",\".jpg\",\".jpeg\",\".svg\"],\"branch\":\"assets/${{ github.workflow }}\",\"max\":5,\"max-size\":10240}}"
	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, 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@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
	with:
	name: safe-outputs-items
	path: \|
	/tmp/gh-aw/safe-output-items.jsonl
	/tmp/gh-aw/safe-output-outcomes.jsonl
	/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' }}

	update_cache_memory:
	name: update_cache_memory
	needs:
	- activation
	- agent
	- detection
	if: >
	always() && needs.detection.result == 'success' && needs.detection.outputs.detection_success == 'true' &&
	needs.agent.result == 'success' && (github.event_name == 'push' \|\| github.event_name == 'workflow_dispatch' \|\|
	github.event_name == 'repository_dispatch' \|\| github.event_name == 'delete' \|\| github.event_name == 'registry_package' \|\|
	github.event_name == 'page_build' \|\| github.event_name == 'schedule' \|\| github.event_name == 'pull_request')
	runs-on: ubuntu-slim
	# Permissions for the update_cache_memory job (workflow permissions default to none).
	permissions:
	actions: write
	contents: read
	cache-mode: write-only
	env:
	GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
	GH_AW_WORKFLOW_ID_SANITIZED: githubmcpstructuralanalysis
	steps:
	- name: Checkout actions folder
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions
	fetch-depth: 1
	clean: false
	persist-credentials: false
	- name: Setup Scripts
	id: setup
	uses: ./actions/setup
	with:
	destination: ${{ runner.temp }}/gh-aw/actions
	job-name: ${{ github.job }}
	trace-id: ${{ needs.activation.outputs.setup-trace-id }}
	parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id \|\| needs.activation.outputs.setup-span-id }}
	env:
	GH_AW_SETUP_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/github-mcp-structural-analysis.lock.yml@${{ github.ref }}
	GH_AW_INFO_VERSION: "2.1.312"
	GH_AW_INFO_AWF_VERSION: "v0.29.6"
	GH_AW_INFO_ENGINE_ID: "claude"
	GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
	- name: Download cache-memory artifact (default)
	id: download_cache_default
	uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	continue-on-error: true
	with:
	name: cache-memory
	path: /tmp/gh-aw/cache-memory
	- name: Check if cache-memory folder has content (default)
	id: check_cache_default
	shell: bash
	run: \|
	if [ -d "/tmp/gh-aw/cache-memory" ] && [ "$(ls -A /tmp/gh-aw/cache-memory 2>/dev/null)" ]; then
	echo "has_content=true" >> "$GITHUB_OUTPUT"
	else
	echo "has_content=false" >> "$GITHUB_OUTPUT"
	fi
	- name: Save cache-memory to cache (default)
	if: steps.check_cache_default.outputs.has_content == 'true'
	uses: actions/cache/save@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
	with:
	key: memory-none-nopolicy-mcp-response-analysis-${{ github.workflow }}-${{ github.run_id }}
	path: /tmp/gh-aw/cache-memory

	upload_assets:
	name: upload_assets
	needs:
	- activation
	- agent
	if: (!cancelled()) && needs.agent.result != 'skipped' && contains(needs.agent.outputs.output_types, 'upload_asset')
	runs-on: ubuntu-slim
	# Permissions for the upload_assets job (workflow permissions default to none).
	permissions:
	contents: write
	timeout-minutes: 10
	env:
	GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
	outputs:
	branch_name: ${{ steps.upload_assets.outputs.branch_name }}
	published_count: ${{ steps.upload_assets.outputs.published_count }}
	steps:
	- name: Checkout actions folder
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions
	fetch-depth: 1
	clean: false
	persist-credentials: false
	- name: Setup Scripts
	id: setup
	uses: ./actions/setup
	with:
	destination: ${{ runner.temp }}/gh-aw/actions
	job-name: ${{ github.job }}
	trace-id: ${{ needs.activation.outputs.setup-trace-id }}
	parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id \|\| needs.activation.outputs.setup-span-id }}
	env:
	GH_AW_SETUP_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/github-mcp-structural-analysis.lock.yml@${{ github.ref }}
	GH_AW_INFO_VERSION: "2.1.312"
	GH_AW_INFO_AWF_VERSION: "v0.29.6"
	GH_AW_INFO_ENGINE_ID: "claude"
	GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
	- name: Checkout repository
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	persist-credentials: false
	fetch-depth: 0
	- name: Configure Git credentials
	env:
	GITHUB_REPOSITORY: ${{ github.repository }}
	GITHUB_SERVER_URL: ${{ github.server_url }}
	GITHUB_TOKEN: ${{ github.token }}
	run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_git_credentials.sh"
	- name: Download assets
	continue-on-error: true
	uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	with:
	name: safe-outputs-assets
	path: /tmp/gh-aw/safeoutputs/assets/
	- name: List downloaded asset files
	continue-on-error: true
	run: \|
	echo "Downloaded asset files:"
	find /tmp/gh-aw/safeoutputs/assets/ -maxdepth 1 -ls
	- name: Download agent output artifact
	id: download-agent-output
	continue-on-error: true
	uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
	with:
	pattern: "{agent,agent-output-fallback}"
	merge-multiple: true
	path: /tmp/gh-aw/
	- name: Setup agent output environment variable
	id: setup-agent-output-env
	if: steps.download-agent-output.outcome == 'success'
	run: \|
	mkdir -p /tmp/gh-aw/
	find "/tmp/gh-aw/" -type f -print
	if [ -f "/tmp/gh-aw/agent_output.json" ]; then
	echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
	fi
	- name: Push assets
	id: upload_assets
	uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
	env:
	GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
	GH_AW_ASSETS_DIR: "/tmp/gh-aw/safeoutputs/assets"
	GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
	GH_AW_ASSETS_MAX_SIZE_KB: 10240
	GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
	GH_AW_WORKFLOW_NAME: "GitHub MCP Structural Analysis"
	GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/github-mcp-structural-analysis.md"
	GH_AW_ENGINE_ID: "claude"
	GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
	GH_AW_ENGINE_MODEL_EFFORT: ${{ needs.agent.outputs.model_effort }}
	GH_AW_MODEL_ROUTING_STATUS: ${{ needs.agent.outputs.model_routing_status }}
	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);
	const { main } = require(path.join(actionsDir, 'upload_assets.cjs'));
	await main();
	- name: Restore actions folder
	if: always()
	uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
	with:
	repository: github/gh-aw
	sparse-checkout: \|
	actions/setup
	sparse-checkout-cone-mode: true
	fetch-depth: 1
	clean: false
	persist-credentials: false

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GitHub MCP Structural Analysis #281

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GitHub MCP Structural Analysis #281

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