diff --git a/.github/workflows/portfolio-analyst.lock.yml b/.github/workflows/portfolio-analyst.lock.yml
new file mode 100644
index 00000000000..888178d2290
--- /dev/null
+++ b/.github/workflows/portfolio-analyst.lock.yml
@@ -0,0 +1,2086 @@
+# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"17cad040856577e7c1d0faa853da74a0bdb9ef65f883f409665de04a9aa7ccf7","body_hash":"503a3f5c7193d58f3b8226cc872886506447cddb86046c0b1d0858493bd0b063","strict":true,"agent_id":"claude","engine_versions":{"claude":"2.1.168"}}
+# gh-aw-manifest: {"version":1,"secrets":["ANTHROPIC_API_KEY","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GITHUB_TOKEN","GRAFANA_SERVICE_ACCOUNT_TOKEN","GRAFANA_URL","SENTRY_ACCESS_TOKEN","SENTRY_OPENAI_API_KEY"],"actions":[{"repo":"actions/cache/restore","sha":"27d5ce7f107fe9357f9df03efb73ab90386fccae","version":"v5.0.5"},{"repo":"actions/cache/save","sha":"27d5ce7f107fe9357f9df03efb73ab90386fccae","version":"v5.0.5"},{"repo":"actions/checkout","sha":"df4cb1c069e1874edd31b4311f1884172cec0e10","version":"v6.0.3"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-node","sha":"48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e","version":"v6.4.0"},{"repo":"actions/setup-python","sha":"a309ff8b426b58ec0e2a45f0f869d46889d02405","version":"v6.2.0"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.27.2","digest":"sha256:f88e5b17b6b7a600117bc121114d6ce2155c88c983c0c939c5df884f730fa1d6","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.27.2@sha256:f88e5b17b6b7a600117bc121114d6ce2155c88c983c0c939c5df884f730fa1d6"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.2","digest":"sha256:ee39841d980878ebbb87592903b06d31a1af500c71525c9616f7e8e2a27041a4","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.27.2@sha256:ee39841d980878ebbb87592903b06d31a1af500c71525c9616f7e8e2a27041a4"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.27.2","digest":"sha256:2e3a717e5f19a654cd9a2263beb52012b56bcb68562ec5ae2e42f9d156b49591","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.27.2@sha256:2e3a717e5f19a654cd9a2263beb52012b56bcb68562ec5ae2e42f9d156b49591"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.25","digest":"sha256:c10331ad17668ef89f38f5e356678788a40b0cd5fef96e8f92e1d9c1de47cbaa","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.3.25@sha256:c10331ad17668ef89f38f5e356678788a40b0cd5fef96e8f92e1d9c1de47cbaa"},{"image":"ghcr.io/github/github-mcp-server:v1.1.2","digest":"sha256:30197479d8036c7811892bc07e06f9a05c9ef3cdd79bc59f256d50647f95788c","pinned_image":"ghcr.io/github/github-mcp-server:v1.1.2@sha256:30197479d8036c7811892bc07e06f9a05c9ef3cdd79bc59f256d50647f95788c"},{"image":"grafana/mcp-grafana","digest":"sha256:60a4e3a417a69eeb864a72052c53b4aa4466ff3577d6ef9bacc671f4b77d7090","pinned_image":"grafana/mcp-grafana@sha256:60a4e3a417a69eeb864a72052c53b4aa4466ff3577d6ef9bacc671f4b77d7090"},{"image":"node:lts-alpine","digest":"sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14","pinned_image":"node:lts-alpine@sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14"}]}
+# 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/
+#
+# Weekly portfolio analyst that maps AI Credit spend per workflow from OpenTelemetry telemetry with colorful charts and 30-day trends
+#
+# Resolved workflow manifest:
+# Imports:
+# - shared/mcp/grafana.md
+# - shared/mcp/sentry.md
+# - shared/python-dataviz.md
+# - shared/trends.md
+#
+# Secrets used:
+# - ANTHROPIC_API_KEY
+# - GH_AW_GITHUB_MCP_SERVER_TOKEN
+# - GH_AW_GITHUB_TOKEN
+# - GITHUB_TOKEN
+# - GRAFANA_SERVICE_ACCOUNT_TOKEN
+# - GRAFANA_URL
+# - SENTRY_ACCESS_TOKEN
+# - SENTRY_OPENAI_API_KEY
+#
+# Custom actions used:
+# - actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+# - actions/cache/save@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+# - actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+# - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
+# - actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+# - actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+# - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+#
+# Container images used:
+# - ghcr.io/github/gh-aw-firewall/agent:0.27.2@sha256:f88e5b17b6b7a600117bc121114d6ce2155c88c983c0c939c5df884f730fa1d6
+# - ghcr.io/github/gh-aw-firewall/api-proxy:0.27.2@sha256:ee39841d980878ebbb87592903b06d31a1af500c71525c9616f7e8e2a27041a4
+# - ghcr.io/github/gh-aw-firewall/squid:0.27.2@sha256:2e3a717e5f19a654cd9a2263beb52012b56bcb68562ec5ae2e42f9d156b49591
+# - ghcr.io/github/gh-aw-mcpg:v0.3.25@sha256:c10331ad17668ef89f38f5e356678788a40b0cd5fef96e8f92e1d9c1de47cbaa
+# - ghcr.io/github/github-mcp-server:v1.1.2@sha256:30197479d8036c7811892bc07e06f9a05c9ef3cdd79bc59f256d50647f95788c
+# - grafana/mcp-grafana@sha256:60a4e3a417a69eeb864a72052c53b4aa4466ff3577d6ef9bacc671f4b77d7090
+# - node:lts-alpine@sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14
+
+name: "Workflow Portfolio Analyst"
+on:
+ schedule:
+ - cron: "0 16 * * 1"
+ workflow_dispatch:
+ inputs:
+ aw_context:
+ default: ""
+ description: "Agent caller context (used internally by Agentic Workflows)."
+ required: false
+ type: string
+
+permissions: {}
+
+concurrency:
+ group: "gh-aw-${{ github.workflow }}"
+
+run-name: "Workflow Portfolio Analyst"
+
+jobs:
+ activation:
+ runs-on: ubuntu-slim
+ permissions:
+ actions: read
+ contents: read
+ env:
+ GH_AW_MAX_DAILY_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_DAILY_AI_CREDITS || '5000' }}
+ outputs:
+ comment_id: ""
+ comment_repo: ""
+ daily_ai_credits_exceeded: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_ai_credits_exceeded == 'true' }}
+ daily_ai_credits_threshold: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_ai_credits_threshold || '' }}
+ daily_ai_credits_total_effective_tokens: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_ai_credits_total_effective_tokens || '' }}
+ 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 }}
+ secret_verification_result: ${{ steps.validate-secret.outputs.verification_result }}
+ 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@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ persist-credentials: false
+ - name: Setup Scripts
+ id: setup
+ uses: ./actions/setup
+ with:
+ destination: ${{ runner.temp }}/gh-aw/actions
+ job-name: ${{ github.job }}
+ safe-output-artifact-client: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
+ env:
+ GH_AW_SETUP_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/portfolio-analyst.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.168"
+ GH_AW_INFO_AWF_VERSION: "v0.27.2"
+ GH_AW_INFO_ENGINE_ID: "claude"
+ - 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: ${{ vars.GH_AW_MODEL_AGENT_CLAUDE || vars.GH_AW_DEFAULT_MODEL_CLAUDE || 'agent' }}
+ GH_AW_INFO_VERSION: "2.1.168"
+ GH_AW_INFO_AGENT_VERSION: "2.1.168"
+ GH_AW_INFO_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_INFO_EXPERIMENTAL: "false"
+ GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true"
+ GH_AW_INFO_STAGED: "false"
+ GH_AW_INFO_ALLOWED_DOMAINS: '["defaults","python"]'
+ GH_AW_INFO_FIREWALL_ENABLED: "true"
+ GH_AW_INFO_AWF_VERSION: "v0.27.2"
+ GH_AW_INFO_AWMG_VERSION: ""
+ GH_AW_INFO_FIREWALL_TYPE: "squid"
+ GH_AW_INFO_FRONTMATTER_EMOJI: "📊"
+ GH_AW_COMPILED_STRICT: "true"
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_aw_info.cjs');
+ await main(core, context);
+ - name: Restore daily AIC usage cache
+ id: restore-daily-aic-cache
+ if: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
+ continue-on-error: true
+ uses: actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+ with:
+ key: agentic-workflow-usage-portfolioanalyst-${{ github.run_id }}
+ restore-keys: agentic-workflow-usage-portfolioanalyst-
+ path: /tmp/gh-aw/agentic-workflow-usage-cache.jsonl
+ - name: Restore daily AIC usage cache (artifact fallback)
+ id: restore-daily-aic-cache-fallback
+ if: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
+ continue-on-error: true
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_RESTORE_DAILY_AIC_CACHE_HIT: ${{ steps.restore-daily-aic-cache.outputs.cache-hit }}
+ GH_AW_RESTORE_DAILY_AIC_CACHE_MATCHED_KEY: ${{ steps.restore-daily-aic-cache.outputs.cache-matched-key }}
+ with:
+ github-token: ${{ secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/restore_aic_usage_cache_fallback.cjs');
+ await main();
+ - name: Check daily workflow token guardrail
+ id: daily-effective-workflow-guardrail
+ if: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_WORKFLOW_ID: "portfolio-analyst"
+ 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' }}
+ with:
+ github-token: ${{ secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/check_daily_aic_workflow_guardrail.cjs');
+ await main();
+ - name: Validate ANTHROPIC_API_KEY secret
+ id: validate-secret
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/validate_multi_secret.sh" ANTHROPIC_API_KEY 'Claude Code' https://github.github.com/gh-aw/reference/engines/#anthropic-claude-code
+ env:
+ ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ - name: Checkout .github and .agents folders
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ persist-credentials: false
+ sparse-checkout: |
+ .github
+ .agents
+ actions/setup
+ .antigravity
+ .claude
+ .codex
+ .crush
+ .gemini
+ .opencode
+ .pi
+ sparse-checkout-cone-mode: true
+ fetch-depth: 1
+ - name: Save agent config folders for base branch restoration
+ env:
+ GH_AW_AGENT_FOLDERS: ".agents .antigravity .claude .codex .crush .gemini .github .opencode .pi"
+ GH_AW_AGENT_FILES: ".crush.json AGENTS.md ANTIGRAVITY.md CLAUDE.md GEMINI.md PI.md opencode.jsonc"
+ # poutine:ignore untrusted_checkout_exec
+ run: bash "${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: "portfolio-analyst.lock.yml"
+ GH_AW_CONTEXT_WORKFLOW_REF: "${{ github.workflow_ref }}"
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/check_workflow_timestamp_api.cjs');
+ await main();
+ - name: Create prompt with built-in context
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ GH_AW_SAFE_OUTPUTS: ${{ runner.temp }}/gh-aw/safeoutputs/outputs.jsonl
+ GH_AW_EXPR_1A3A194A: ${{ github.event.discussion.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'discussion' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
+ GH_AW_EXPR_463A214A: ${{ github.event.pull_request.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'pull_request' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
+ GH_AW_EXPR_802A9F6A: ${{ github.event.issue.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'issue' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
+ GH_AW_EXPR_FF1D34CE: ${{ github.event.comment.id || fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').comment_id }}
+ GH_AW_GITHUB_ACTOR: ${{ github.actor }}
+ GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
+ GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
+ GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
+ # poutine:ignore untrusted_checkout_exec
+ run: |
+ bash "${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh"
+ {
+ cat << 'GH_AW_PROMPT_c76d993f8263aed6_EOF'
+
+ GH_AW_PROMPT_c76d993f8263aed6_EOF
+ cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md"
+ cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md"
+ cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md"
+ cat "${RUNNER_TEMP}/gh-aw/prompts/cache_memory_prompt.md"
+ cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
+ cat << 'GH_AW_PROMPT_c76d993f8263aed6_EOF'
+
+ Tools: create_discussion, upload_asset(max:5), missing_tool, missing_data, noop
+
+ upload_asset: provide a file path; returns a URL; assets are published after the workflow completes (safeoutputs).
+
+ GH_AW_PROMPT_c76d993f8263aed6_EOF
+ cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md"
+ cat << 'GH_AW_PROMPT_c76d993f8263aed6_EOF'
+
+ The following GitHub context information is available for this workflow:
+ {{#if github.actor}}
+ - **actor**: __GH_AW_GITHUB_ACTOR__
+ {{/if}}
+ {{#if github.repository}}
+ - **repository**: __GH_AW_GITHUB_REPOSITORY__
+ {{/if}}
+ {{#if github.workspace}}
+ - **workspace**: __GH_AW_GITHUB_WORKSPACE__
+ {{/if}}
+ {{#if github.event.issue.number || (github.aw.context.item_type == 'issue' && github.aw.context.item_number)}}
+ - **issue-number**: #__GH_AW_EXPR_802A9F6A__
+ {{/if}}
+ {{#if github.event.discussion.number || (github.aw.context.item_type == 'discussion' && github.aw.context.item_number)}}
+ - **discussion-number**: #__GH_AW_EXPR_1A3A194A__
+ {{/if}}
+ {{#if github.event.pull_request.number || (github.aw.context.item_type == 'pull_request' && github.aw.context.item_number)}}
+ - **pull-request-number**: #__GH_AW_EXPR_463A214A__
+ {{/if}}
+ {{#if github.event.comment.id || github.aw.context.comment_id}}
+ - **comment-id**: __GH_AW_EXPR_FF1D34CE__
+ {{/if}}
+ {{#if github.run_id}}
+ - **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__
+ {{/if}}
+
+
+ GH_AW_PROMPT_c76d993f8263aed6_EOF
+ cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md"
+ cat << 'GH_AW_PROMPT_c76d993f8263aed6_EOF'
+
+ {{#runtime-import .github/workflows/shared/mcp/sentry.md}}
+ {{#runtime-import .github/workflows/shared/mcp/grafana.md}}
+ {{#runtime-import .github/workflows/shared/python-dataviz.md}}
+ {{#runtime-import .github/workflows/shared/trends.md}}
+ {{#runtime-import .github/workflows/portfolio-analyst.md}}
+ GH_AW_PROMPT_c76d993f8263aed6_EOF
+ } > "$GH_AW_PROMPT"
+ - name: Interpolate variables and render templates
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ GH_AW_ENGINE_ID: "claude"
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/interpolate_prompt.cjs');
+ await main();
+ - name: Substitute placeholders
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ GH_AW_ALLOWED_EXTENSIONS: ''
+ GH_AW_CACHE_DESCRIPTION: ''
+ GH_AW_CACHE_DIR: '/tmp/gh-aw/cache-memory/'
+ GH_AW_EXPR_1A3A194A: ${{ github.event.discussion.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'discussion' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
+ GH_AW_EXPR_463A214A: ${{ github.event.pull_request.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'pull_request' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
+ GH_AW_EXPR_802A9F6A: ${{ github.event.issue.number || (fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_type == 'issue' && fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').item_number) }}
+ GH_AW_EXPR_FF1D34CE: ${{ github.event.comment.id || fromJSON(github.event.inputs.aw_context || github.event.client_payload.aw_context || '{}').comment_id }}
+ GH_AW_GITHUB_ACTOR: ${{ github.actor }}
+ GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
+ GH_AW_GITHUB_RUN_ID: ${{ github.run_id }}
+ GH_AW_GITHUB_WORKSPACE: ${{ github.workspace }}
+ GH_AW_MCP_CLI_SERVERS_LIST: '- `safeoutputs` — run `safeoutputs --help` to see available tools'
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+
+ const substitutePlaceholders = require('${{ runner.temp }}/gh-aw/actions/substitute_placeholders.cjs');
+
+ // Call the substitution function
+ return await substitutePlaceholders({
+ file: process.env.GH_AW_PROMPT,
+ substitutions: {
+ GH_AW_ALLOWED_EXTENSIONS: process.env.GH_AW_ALLOWED_EXTENSIONS,
+ GH_AW_CACHE_DESCRIPTION: process.env.GH_AW_CACHE_DESCRIPTION,
+ GH_AW_CACHE_DIR: process.env.GH_AW_CACHE_DIR,
+ GH_AW_EXPR_1A3A194A: process.env.GH_AW_EXPR_1A3A194A,
+ GH_AW_EXPR_463A214A: process.env.GH_AW_EXPR_463A214A,
+ GH_AW_EXPR_802A9F6A: process.env.GH_AW_EXPR_802A9F6A,
+ GH_AW_EXPR_FF1D34CE: process.env.GH_AW_EXPR_FF1D34CE,
+ GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR,
+ GH_AW_GITHUB_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY,
+ GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID,
+ GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE,
+ GH_AW_MCP_CLI_SERVERS_LIST: process.env.GH_AW_MCP_CLI_SERVERS_LIST
+ }
+ });
+ - name: Validate prompt placeholders
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ # poutine:ignore untrusted_checkout_exec
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/validate_prompt_placeholders.sh"
+ - name: Print prompt
+ env:
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ # poutine:ignore untrusted_checkout_exec
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh"
+ - name: Upload activation artifact
+ if: success()
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: activation
+ include-hidden-files: true
+ path: |
+ /tmp/gh-aw/aw_info.json
+ /tmp/gh-aw/models.json
+ /tmp/gh-aw/aw-prompts/prompt.txt
+ /tmp/gh-aw/aw-prompts/prompt-template.txt
+ /tmp/gh-aw/aw-prompts/prompt-import-tree.json
+ /tmp/gh-aw/github_rate_limits.jsonl
+ /tmp/gh-aw/base
+ /tmp/gh-aw/.claude/agents
+ /tmp/gh-aw/.claude/skills
+ if-no-files-found: ignore
+ retention-days: 1
+
+ agent:
+ needs: activation
+ if: needs.activation.outputs.daily_ai_credits_exceeded != 'true'
+ runs-on: ubuntu-latest
+ permissions:
+ actions: read
+ contents: read
+ issues: read
+ pull-requests: read
+ concurrency:
+ group: "gh-aw-claude-${{ github.workflow }}"
+ queue: max
+ 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_PROJECT_UTC: "-08:00"
+ GH_AW_WORKFLOW_ID_SANITIZED: portfolioanalyst
+ 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-mcp-gateway.outputs.aic }}
+ ambient_context: ${{ steps.parse-mcp-gateway.outputs.ambient_context }}
+ checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }}
+ effective_tokens: ${{ steps.parse-mcp-gateway.outputs.effective_tokens }}
+ has_patch: ${{ steps.collect_output.outputs.has_patch }}
+ inference_access_error: ${{ steps.detect-agent-errors.outputs.inference_access_error || 'false' }}
+ mcp_policy_error: ${{ steps.detect-agent-errors.outputs.mcp_policy_error || 'false' }}
+ model: ${{ needs.activation.outputs.model }}
+ model_not_supported_error: ${{ steps.detect-agent-errors.outputs.model_not_supported_error || 'false' }}
+ output: ${{ steps.collect_output.outputs.output }}
+ output_types: ${{ steps.collect_output.outputs.output_types }}
+ 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 }}
+ unknown_model_ai_credits: ${{ steps.parse-mcp-gateway.outputs.unknown_model_ai_credits || 'false' }}
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ 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: "Workflow Portfolio Analyst"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/portfolio-analyst.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.168"
+ GH_AW_INFO_AWF_VERSION: "v0.27.2"
+ GH_AW_INFO_ENGINE_ID: "claude"
+ - name: Set runtime paths
+ id: set-runtime-paths
+ run: |
+ {
+ 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: Checkout repository
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ persist-credentials: false
+ - name: Setup Node.js
+ uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+ with:
+ node-version: '24'
+ package-manager-cache: false
+ - name: Setup Python
+ uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+ with:
+ python-version: '3.12'
+ - 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: ${{ github.token }}
+ - name: Setup Python environment
+ run: "# Create working directory for Python scripts\nmkdir -p /tmp/gh-aw/python\nmkdir -p /tmp/gh-aw/python/data\nmkdir -p /tmp/gh-aw/python/charts\nmkdir -p /tmp/gh-aw/python/artifacts\n\necho \"Python environment setup complete\"\necho \"Working directory: /tmp/gh-aw/python\"\necho \"Data directory: /tmp/gh-aw/python/data\"\necho \"Charts directory: /tmp/gh-aw/python/charts\"\necho \"Artifacts directory: /tmp/gh-aw/python/artifacts\"\n"
+ - name: Install Python scientific libraries
+ run: "# Create a virtual environment for proper package isolation (avoids --break-system-packages)\nif [ ! -d /tmp/gh-aw/agent/venv ]; then\n python3 -m venv /tmp/gh-aw/agent/venv\nfi\necho \"/tmp/gh-aw/agent/venv/bin\" >> \"$GITHUB_PATH\"\n/tmp/gh-aw/agent/venv/bin/pip install --quiet numpy pandas matplotlib seaborn scipy\n\n# Verify installations\n/tmp/gh-aw/agent/venv/bin/python3 -c \"import numpy; print(f'NumPy {numpy.__version__} installed')\"\n/tmp/gh-aw/agent/venv/bin/python3 -c \"import pandas; print(f'Pandas {pandas.__version__} installed')\"\n/tmp/gh-aw/agent/venv/bin/python3 -c \"import matplotlib; print(f'Matplotlib {matplotlib.__version__} installed')\"\n/tmp/gh-aw/agent/venv/bin/python3 -c \"import seaborn; print(f'Seaborn {seaborn.__version__} installed')\"\n/tmp/gh-aw/agent/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@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ if-no-files-found: warn
+ name: python-source-and-data
+ path: |
+ /tmp/gh-aw/python/*.py
+ /tmp/gh-aw/python/data/*
+ retention-days: 30
+
+ # Cache memory file share configuration from frontmatter processed below
+ - name: Create cache-memory directory
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/create_cache_memory_dir.sh"
+ - name: Restore cache-memory file share data
+ uses: actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+ with:
+ key: memory-none-nopolicy-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-${{ github.run_id }}
+ path: /tmp/gh-aw/cache-memory
+ restore-keys: |
+ memory-none-nopolicy-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-
+ - 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: Configure Git credentials
+ env:
+ REPO_NAME: ${{ github.repository }}
+ SERVER_URL: ${{ github.server_url }}
+ GITHUB_TOKEN: ${{ github.token }}
+ run: |
+ git config --global user.email "github-actions[bot]@users.noreply.github.com"
+ git config --global user.name "github-actions[bot]"
+ git config --global am.keepcr true
+ # Re-authenticate git with GitHub token
+ SERVER_URL_STRIPPED="${SERVER_URL#https://}"
+ git remote set-url origin "https://x-access-token:${GITHUB_TOKEN}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
+ echo "Git configured with standard GitHub Actions identity"
+ - name: Checkout PR branch
+ id: checkout-pr
+ if: |
+ github.event.pull_request || github.event.issue.pull_request || github.event_name == 'workflow_dispatch' && fromJSON(github.event.inputs.aw_context || '{}').item_type == 'pull_request'
+ 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: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/checkout_pr_branch.cjs');
+ await main();
+ - name: Setup Node.js
+ uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+ with:
+ node-version: '24'
+ package-manager-cache: false
+ - name: Install AWF binary
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.2
+ - name: Install Claude Code CLI
+ run: npm install -g @anthropic-ai/claude-code@2.1.168
+ - name: Determine automatic lockdown mode for GitHub MCP Server
+ id: determine-automatic-lockdown
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 (source v9)
+ env:
+ GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
+ GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
+ with:
+ script: |
+ const determineAutomaticLockdown = require('${{ runner.temp }}/gh-aw/actions/determine_automatic_lockdown.cjs');
+ await determineAutomaticLockdown(github, context, core);
+ - name: Download activation artifact
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: activation
+ path: /tmp/gh-aw
+ - name: Restore agent config folders from base branch
+ if: steps.checkout-pr.outcome == 'success'
+ env:
+ GH_AW_AGENT_FOLDERS: ".agents .antigravity .claude .codex .crush .gemini .github .opencode .pi"
+ GH_AW_AGENT_FILES: ".crush.json AGENTS.md ANTIGRAVITY.md CLAUDE.md GEMINI.md PI.md opencode.jsonc"
+ 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-firewall/agent:0.27.2@sha256:f88e5b17b6b7a600117bc121114d6ce2155c88c983c0c939c5df884f730fa1d6 ghcr.io/github/gh-aw-firewall/api-proxy:0.27.2@sha256:ee39841d980878ebbb87592903b06d31a1af500c71525c9616f7e8e2a27041a4 ghcr.io/github/gh-aw-firewall/squid:0.27.2@sha256:2e3a717e5f19a654cd9a2263beb52012b56bcb68562ec5ae2e42f9d156b49591 ghcr.io/github/gh-aw-mcpg:v0.3.25@sha256:c10331ad17668ef89f38f5e356678788a40b0cd5fef96e8f92e1d9c1de47cbaa ghcr.io/github/github-mcp-server:v1.1.2@sha256:30197479d8036c7811892bc07e06f9a05c9ef3cdd79bc59f256d50647f95788c grafana/mcp-grafana@sha256:60a4e3a417a69eeb864a72052c53b4aa4466ff3577d6ef9bacc671f4b77d7090 node:lts-alpine@sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14
+ - name: Generate Safe Outputs Config
+ env:
+ GITHUB_WORKFLOW: ${{ github.workflow }}
+ run: |
+ mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs"
+ mkdir -p /tmp/gh-aw/safeoutputs
+ mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
+ cat > "${RUNNER_TEMP}/gh-aw/safeoutputs/config.json" << 'GH_AW_SAFE_OUTPUTS_CONFIG_95b669e899cc8eff_EOF'
+ {"create_discussion":{"category":"audits","close_older_discussions":true,"expires":168,"fallback_to_issue":true,"max":1,"title_prefix":"[portfolio] "},"create_report_incomplete_issue":{},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"},"report_incomplete":{},"upload_asset":{"allowed-exts":[".png",".jpg",".jpeg",".svg"],"branch":"assets/${GITHUB_WORKFLOW}","max":5,"max-size":10240}}
+ GH_AW_SAFE_OUTPUTS_CONFIG_95b669e899cc8eff_EOF
+ - 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 \"[portfolio] \". 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
+ },
+ "title": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 128
+ }
+ }
+ },
+ "missing_data": {
+ "defaultMax": 20,
+ "fields": {
+ "alternatives": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 256
+ },
+ "context": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 256
+ },
+ "data_type": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 128
+ },
+ "reason": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 256
+ }
+ }
+ },
+ "missing_tool": {
+ "defaultMax": 20,
+ "fields": {
+ "alternatives": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 512
+ },
+ "reason": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 256
+ },
+ "tool": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 128
+ }
+ }
+ },
+ "noop": {
+ "defaultMax": 1,
+ "fields": {
+ "message": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 65000
+ }
+ }
+ },
+ "report_incomplete": {
+ "defaultMax": 5,
+ "fields": {
+ "details": {
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 65000
+ },
+ "reason": {
+ "required": true,
+ "type": "string",
+ "sanitize": true,
+ "maxLength": 1024
+ }
+ }
+ },
+ "upload_asset": {
+ "defaultMax": 10,
+ "fields": {
+ "path": {
+ "required": true,
+ "type": "string"
+ }
+ }
+ }
+ }
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/generate_safe_outputs_tools.cjs');
+ await main();
+ - name: Generate Safe Outputs MCP Server Config
+ id: safe-outputs-config
+ run: |
+ # Generate a secure random API key (360 bits of entropy, 40+ chars)
+ # Mask immediately to prevent timing vulnerabilities
+ API_KEY=$(openssl rand -base64 45 | tr -d '/+=')
+ echo "::add-mask::${API_KEY}"
+
+ PORT=3001
+
+ # Set outputs for next steps
+ {
+ echo "safe_outputs_api_key=${API_KEY}"
+ echo "safe_outputs_port=${PORT}"
+ } >> "$GITHUB_OUTPUT"
+
+ echo "Safe Outputs MCP server will run on port ${PORT}"
+
+ - name: Start Safe Outputs MCP HTTP Server
+ id: safe-outputs-start
+ env:
+ DEBUG: '*'
+ GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
+ GH_AW_SAFE_OUTPUTS_PORT: ${{ steps.safe-outputs-config.outputs.safe_outputs_port }}
+ GH_AW_SAFE_OUTPUTS_API_KEY: ${{ steps.safe-outputs-config.outputs.safe_outputs_api_key }}
+ GH_AW_SAFE_OUTPUTS_TOOLS_PATH: ${{ runner.temp }}/gh-aw/safeoutputs/tools.json
+ GH_AW_SAFE_OUTPUTS_CONFIG_PATH: ${{ runner.temp }}/gh-aw/safeoutputs/config.json
+ GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
+ GITHUB_WORKFLOW: ${{ github.workflow }}
+ run: |
+ # Environment variables are set above to prevent template injection
+ export DEBUG
+ export GH_AW_SAFE_OUTPUTS
+ export GH_AW_SAFE_OUTPUTS_PORT
+ export GH_AW_SAFE_OUTPUTS_API_KEY
+ export GH_AW_SAFE_OUTPUTS_TOOLS_PATH
+ export GH_AW_SAFE_OUTPUTS_CONFIG_PATH
+ export GH_AW_MCP_LOG_DIR
+ export GITHUB_WORKFLOW
+
+ bash "${RUNNER_TEMP}/gh-aw/actions/start_safe_outputs_server.sh"
+
+ - name: Start MCP Gateway
+ id: start-mcp-gateway
+ env:
+ 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_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
+ GH_AW_SAFE_OUTPUTS_API_KEY: ${{ steps.safe-outputs-start.outputs.api_key }}
+ GH_AW_SAFE_OUTPUTS_PORT: ${{ steps.safe-outputs-start.outputs.port }}
+ GITHUB_MCP_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 }}
+ GRAFANA_SERVICE_ACCOUNT_TOKEN: ${{ secrets.GRAFANA_SERVICE_ACCOUNT_TOKEN }}
+ GRAFANA_URL: ${{ secrets.GRAFANA_URL }}
+ SENTRY_ACCESS_TOKEN: ${{ secrets.SENTRY_ACCESS_TOKEN }}
+ SENTRY_HOST: ${{ env.SENTRY_HOST || 'sentry.io' }}
+ SENTRY_OPENAI_API_KEY: ${{ secrets.SENTRY_OPENAI_API_KEY }}
+ run: |
+ set -eo pipefail
+ mkdir -p "${RUNNER_TEMP}/gh-aw/mcp-config"
+
+ # Export gateway environment variables for MCP config and gateway script
+ export MCP_GATEWAY_PORT="8080"
+ export MCP_GATEWAY_DOMAIN="host.docker.internal"
+ export MCP_GATEWAY_HOST_DOMAIN="localhost"
+ MCP_GATEWAY_API_KEY=$(openssl rand -base64 45 | tr -d '/+=')
+ echo "::add-mask::${MCP_GATEWAY_API_KEY}"
+ export MCP_GATEWAY_API_KEY
+ export MCP_GATEWAY_PAYLOAD_DIR="/tmp/gh-aw/mcp-payloads"
+ mkdir -p "${MCP_GATEWAY_PAYLOAD_DIR}"
+ export MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD="524288"
+ export DEBUG="*"
+
+ export GH_AW_ENGINE="claude"
+ MCP_GATEWAY_UID=$(id -u 2>/dev/null || echo '0')
+ MCP_GATEWAY_GID=$(id -g 2>/dev/null || echo '0')
+ case "${DOCKER_HOST:-}" in
+ unix://* ) DOCKER_SOCK_PATH="${DOCKER_HOST#unix://}" ;;
+ /* ) DOCKER_SOCK_PATH="$DOCKER_HOST" ;;
+ * ) DOCKER_SOCK_PATH=/var/run/docker.sock ;;
+ esac
+ DOCKER_SOCK_GID=$(stat -c '%g' "$DOCKER_SOCK_PATH" 2>/dev/null || echo '0')
+ export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host --add-host host.docker.internal:127.0.0.1 --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_API_KEY -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_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 GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -e GRAFANA_SERVICE_ACCOUNT_TOKEN -e GRAFANA_URL -e SENTRY_ACCESS_TOKEN -e SENTRY_HOST -e SENTRY_OPENAI_API_KEY -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.3.25'
+
+ GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node)
+ cat << GH_AW_MCP_CONFIG_bf34441acc0b1864_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
+ {
+ "mcpServers": {
+ "github": {
+ "container": "ghcr.io/github/github-mcp-server:v1.1.2",
+ "env": {
+ "GITHUB_HOST": "$GITHUB_SERVER_URL",
+ "GITHUB_PERSONAL_ACCESS_TOKEN": "$GITHUB_MCP_SERVER_TOKEN",
+ "GITHUB_READ_ONLY": "1",
+ "GITHUB_TOOLSETS": "context,repos,issues,pull_requests"
+ },
+ "guard-policies": {
+ "allow-only": {
+ "min-integrity": "$GITHUB_MCP_GUARD_MIN_INTEGRITY",
+ "repos": "$GITHUB_MCP_GUARD_REPOS"
+ }
+ }
+ },
+ "grafana": {
+ "type": "stdio",
+ "container": "grafana/mcp-grafana",
+ "entrypointArgs": [
+ "-t",
+ "stdio",
+ "--disable-write"
+ ],
+ "tools": [
+ "list_datasources",
+ "get_datasource",
+ "tempo_traceql-search",
+ "tempo_get-trace",
+ "tempo_get-attribute-names",
+ "tempo_get-attribute-values",
+ "tempo_docs-traceql"
+ ],
+ "env": {
+ "GRAFANA_SERVICE_ACCOUNT_TOKEN": "${GRAFANA_SERVICE_ACCOUNT_TOKEN}",
+ "GRAFANA_URL": "${GRAFANA_URL}"
+ },
+ "guard-policies": {
+ "write-sink": {
+ "accept": [
+ "*"
+ ]
+ }
+ }
+ },
+ "safeoutputs": {
+ "type": "http",
+ "url": "http://host.docker.internal:$GH_AW_SAFE_OUTPUTS_PORT",
+ "headers": {
+ "Authorization": "$GH_AW_SAFE_OUTPUTS_API_KEY"
+ },
+ "guard-policies": {
+ "write-sink": {
+ "accept": [
+ "*"
+ ]
+ }
+ }
+ },
+ "sentry": {
+ "type": "stdio",
+ "container": "node:lts-alpine",
+ "entrypoint": "npx",
+ "entrypointArgs": [
+ "@sentry/mcp-server@0.33.0"
+ ],
+ "tools": [
+ "whoami",
+ "find_organizations",
+ "find_teams",
+ "find_projects",
+ "find_releases",
+ "get_issue_details",
+ "get_trace_details",
+ "get_event_attachment",
+ "search_events",
+ "search_issues",
+ "list_events",
+ "list_issue_events",
+ "find_dsns",
+ "analyze_issue_with_seer",
+ "search_docs",
+ "get_doc"
+ ],
+ "env": {
+ "OPENAI_API_KEY": "${SENTRY_OPENAI_API_KEY}",
+ "SENTRY_ACCESS_TOKEN": "${SENTRY_ACCESS_TOKEN}",
+ "SENTRY_HOST": "${{ env.SENTRY_HOST || 'sentry.io' }}"
+ },
+ "guard-policies": {
+ "write-sink": {
+ "accept": [
+ "*"
+ ]
+ }
+ }
+ }
+ },
+ "gateway": {
+ "port": $MCP_GATEWAY_PORT,
+ "domain": "${MCP_GATEWAY_DOMAIN}",
+ "apiKey": "${MCP_GATEWAY_API_KEY}",
+ "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}"
+ }
+ }
+ GH_AW_MCP_CONFIG_bf34441acc0b1864_EOF
+ - name: Mount MCP servers as CLIs
+ id: mount-mcp-clis
+ continue-on-error: true
+ env:
+ MCP_GATEWAY_API_KEY: ${{ steps.start-mcp-gateway.outputs.gateway-api-key }}
+ MCP_GATEWAY_DOMAIN: ${{ steps.start-mcp-gateway.outputs.gateway-domain }}
+ MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/mount_mcp_as_cli.cjs');
+ await main();
+ - name: Clean credentials
+ continue-on-error: true
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh"
+ - 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: Execute Claude Code CLI
+ id: agentic_execution
+ # Allowed tools (sorted):
+ # - Bash
+ # - BashOutput
+ # - Edit
+ # - Edit(/tmp/*)
+ # - Edit(/tmp/gh-aw/agent/*)
+ # - Edit(/tmp/gh-aw/cache-memory/*)
+ # - ExitPlanMode
+ # - Glob
+ # - Grep
+ # - KillBash
+ # - LS
+ # - MultiEdit
+ # - MultiEdit(/tmp/*)
+ # - MultiEdit(/tmp/gh-aw/agent/*)
+ # - MultiEdit(/tmp/gh-aw/cache-memory/*)
+ # - NotebookEdit
+ # - NotebookRead
+ # - Read
+ # - Read(/tmp/*)
+ # - Read(/tmp/gh-aw/agent/*)
+ # - Read(/tmp/gh-aw/cache-memory/*)
+ # - Task
+ # - TodoWrite
+ # - Write
+ # - Write(/tmp/*)
+ # - Write(/tmp/gh-aw/agent/*)
+ # - Write(/tmp/gh-aw/cache-memory/*)
+ # - mcp__github__download_workflow_run_artifact
+ # - 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__get_workflow_run
+ # - mcp__github__get_workflow_run_logs
+ # - mcp__github__get_workflow_run_usage
+ # - 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__list_workflow_jobs
+ # - mcp__github__list_workflow_run_artifacts
+ # - mcp__github__list_workflow_runs
+ # - mcp__github__list_workflows
+ # - 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__grafana__get_datasource
+ # - mcp__grafana__list_datasources
+ # - mcp__grafana__tempo_docs-traceql
+ # - mcp__grafana__tempo_get-attribute-names
+ # - mcp__grafana__tempo_get-attribute-values
+ # - mcp__grafana__tempo_get-trace
+ # - mcp__grafana__tempo_traceql-search
+ # - mcp__safeoutputs
+ # - mcp__sentry__analyze_issue_with_seer
+ # - mcp__sentry__find_dsns
+ # - mcp__sentry__find_organizations
+ # - mcp__sentry__find_projects
+ # - mcp__sentry__find_releases
+ # - mcp__sentry__find_teams
+ # - mcp__sentry__get_doc
+ # - mcp__sentry__get_event_attachment
+ # - mcp__sentry__get_issue_details
+ # - mcp__sentry__get_trace_details
+ # - mcp__sentry__list_events
+ # - mcp__sentry__list_issue_events
+ # - mcp__sentry__search_docs
+ # - mcp__sentry__search_events
+ # - mcp__sentry__search_issues
+ # - mcp__sentry__whoami
+ timeout-minutes: 30
+ run: |
+ set -o pipefail
+ printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
+ touch /tmp/gh-aw/agent-step-summary.md
+ (umask 177 && touch /tmp/gh-aw/agent-stdio.log)
+ GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}"
+ printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.2/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"*.pythonhosted.org\",\"anaconda.org\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"binstar.org\",\"bootstrap.pypa.io\",\"cdn.playwright.dev\",\"codeload.github.com\",\"conda.anaconda.org\",\"conda.binstar.org\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"pip.pypa.io\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"pypi.python.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"repo.anaconda.com\",\"repo.continuum.io\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\",\"www.googleapis.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS},\"models\":{\"agent\":[\"sonnet-6x\",\"gpt-5.4\",\"gpt-5.3\",\"gemini-pro\",\"any\"],\"antigravity\":[\"copilot/antigravity*\",\"google/antigravity*\",\"gemini/antigravity*\"],\"any\":[\"copilot/*\",\"anthropic/*\",\"openai/*\",\"google/*\",\"gemini/*\"],\"claude\":[\"agent\"],\"codex\":[\"agent\"],\"coding\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\",\"gpt-5-codex\"],\"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*\"],\"gemini\":[\"agent\"],\"gemini-3-flash\":[\"copilot/gemini-3*flash*\",\"google/gemini-3*flash*\",\"gemini/gemini-3*flash*\"],\"gemini-3-pro\":[\"copilot/gemini-3*pro*\",\"google/gemini-3*pro*\",\"google/nano-banana*\",\"gemini/gemini-3*pro*\"],\"gemini-3.1-flash\":[\"copilot/gemini-3.1*flash*\",\"google/gemini-3.1*flash*\",\"gemini/gemini-3.1*flash*\"],\"gemini-3.1-pro\":[\"copilot/gemini-3.1*pro*\",\"google/gemini-3.1*pro*\",\"gemini/gemini-3.1*pro*\"],\"gemini-3.5-flash\":[\"copilot/gemini-3.5*flash*\",\"google/gemini-3.5*flash*\",\"gemini/gemini-3.5*flash*\"],\"gemini-flash\":[\"copilot/gemini-*flash*\",\"google/gemini-*flash*\",\"gemini/gemini-*flash*\"],\"gemini-flash-lite\":[\"copilot/gemini-*flash*lite*\",\"google/gemini-*flash*lite*\",\"gemini/gemini-*flash*lite*\"],\"gemini-pro\":[\"copilot/gemini-*pro*\",\"google/gemini-*pro*\",\"gemini/gemini-*pro*\"],\"gemma\":[\"copilot/gemma*\",\"google/gemma*\",\"gemini/gemma*\"],\"gpt-5\":[\"copilot/gpt-5*\",\"openai/gpt-5*\"],\"gpt-5-codex\":[\"copilot/gpt-5*codex*\",\"openai/gpt-5*codex*\"],\"gpt-5-mini\":[\"copilot/gpt-5*mini*\",\"openai/gpt-5*mini*\"],\"gpt-5-nano\":[\"copilot/gpt-5*nano*\",\"openai/gpt-5*nano*\"],\"gpt-5-pro\":[\"copilot/gpt-5*pro*\",\"openai/gpt-5*pro*\"],\"gpt-5.2\":[\"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*\"],\"haiku\":[\"copilot/*haiku*\",\"anthropic/*haiku*\"],\"large\":[\"sonnet\",\"gpt-5-pro\",\"gpt-5\",\"gemini-pro\"],\"mai-code\":[\"copilot/MAI-Code*\",\"copilot/mai-code*\",\"openai/MAI-Code*\"],\"mini\":[\"haiku\",\"gpt-5-mini\",\"gpt-5-nano\",\"gemini-flash-lite\"],\"nano-banana\":[\"copilot/nano-banana*\",\"google/nano-banana*\",\"gemini/nano-banana*\"],\"opus\":[\"copilot/*opus*\",\"anthropic/*opus*\"],\"opusplan\":[\"opus?effort=high\"],\"reasoning\":[\"copilot/o1*\",\"copilot/o3*\",\"copilot/o4*\",\"openai/o1*\",\"openai/o3*\",\"openai/o4*\"],\"robotics\":[\"copilot/*robotics*\",\"google/*robotics*\",\"gemini/*robotics*\"],\"small\":[\"mini\"],\"small-agent\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash\"],\"sonnet\":[\"copilot/*sonnet*\",\"anthropic/*sonnet*\"],\"sonnet-6x\":[\"copilot/*sonnet-4.5*\",\"copilot/*sonnet-4.6*\",\"copilot/*sonnet-4-5-*\",\"anthropic/*sonnet-4-5-*\",\"copilot/*sonnet-4-6*\",\"anthropic/*sonnet-4-6*\"],\"summarization\":[\"haiku\",\"gpt-5-mini\",\"gemini-flash-lite\",\"mini\"],\"vision\":[\"copilot/gemini-*image*\",\"gemini/gemini-*image*\",\"copilot/gemini-*flash*\",\"gemini/gemini-*flash*\"]}},\"container\":{\"imageTag\":\"0.27.2,squid=sha256:2e3a717e5f19a654cd9a2263beb52012b56bcb68562ec5ae2e42f9d156b49591,agent=sha256:f88e5b17b6b7a600117bc121114d6ce2155c88c983c0c939c5df884f730fa1d6,api-proxy=sha256:ee39841d980878ebbb87592903b06d31a1af500c71525c9616f7e8e2a27041a4,cli-proxy=sha256:02f3ec08f32dc26c5427920c6a2e2f3036238fce44802f2f11ef49ed8621b5d0\"}}" > "${RUNNER_TEMP}/gh-aw/awf-config.json"
+ cp "${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
+ GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS=""
+ if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
+ GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="--docker-host-path-prefix /tmp/gh-aw"
+ python3 - <<'PY'
+ import json,os,subprocess as sp
+ from pathlib import Path
+ try:
+ p=Path(os.environ["RUNNER_TEMP"])/"gh-aw"/"awf-config.json"
+ c=json.loads(p.read_text())
+ c["chroot"]={"binariesSourcePath":"/tmp/gh-aw","identity":{"user":sp.check_output(["id","-un"],text=True).strip(),"uid":int(sp.check_output(["id","-u"],text=True)),"gid":int(sp.check_output(["id","-g"],text=True)),"home":"/tmp/gh-aw/home"}}
+ out=json.dumps(c,separators=(",",":"),ensure_ascii=False)+"\n"
+ p.write_text(out)
+ Path("/tmp/gh-aw/awf-config.json").write_text(out)
+ except Exception as e:
+ raise SystemExit(f"chroot config patch failed: {e}") from e
+ PY
+ fi
+ GH_AW_TOOL_CACHE_MOUNT=""
+ GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:-/opt/hostedtoolcache}"
+ 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
+ elif [ -d "/home/runner/work/_tool" ]; then
+ GH_AW_TOOL_CACHE_MOUNT="/home/runner/work/_tool:/home/runner/work/_tool:ro"
+ fi
+ # shellcheck disable=SC1003
+ sudo -E awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_TOOL_CACHE_MOUNT:+--mount "$GH_AW_TOOL_CACHE_MOUNT"} ${GH_AW_DOCKER_HOST:+--docker-host "$GH_AW_DOCKER_HOST"} ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --tty --env-all --exclude-env ANTHROPIC_API_KEY --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_API_KEY --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
+ -- /bin/bash -c 'set +o histexpand; export PATH="${RUNNER_TEMP}/gh-aw/mcp-cli/bin:$PATH" && GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:-/opt/hostedtoolcache}"; export PATH="$(find "$GH_AW_TOOL_CACHE" /opt/hostedtoolcache /home/runner/work/_tool -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; GH_AW_NPM_GLOBAL_ROOT="$(npm root -g 2>/dev/null || true)"; if [ -n "$GH_AW_NPM_GLOBAL_ROOT" ]; then export NODE_PATH="${GH_AW_NPM_GLOBAL_ROOT}${NODE_PATH:+:${NODE_PATH}}"; fi; "$GH_AW_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --allowed-tools '\''Bash,BashOutput,Edit,Edit(/tmp/*),Edit(/tmp/gh-aw/agent/*),Edit(/tmp/gh-aw/cache-memory/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit,MultiEdit(/tmp/*),MultiEdit(/tmp/gh-aw/agent/*),MultiEdit(/tmp/gh-aw/cache-memory/*),NotebookEdit,NotebookRead,Read,Read(/tmp/*),Read(/tmp/gh-aw/agent/*),Read(/tmp/gh-aw/cache-memory/*),Task,TodoWrite,Write,Write(/tmp/*),Write(/tmp/gh-aw/agent/*),Write(/tmp/gh-aw/cache-memory/*),mcp__github__download_workflow_run_artifact,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__get_workflow_run,mcp__github__get_workflow_run_logs,mcp__github__get_workflow_run_usage,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__list_workflow_jobs,mcp__github__list_workflow_run_artifacts,mcp__github__list_workflow_runs,mcp__github__list_workflows,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__grafana__get_datasource,mcp__grafana__list_datasources,mcp__grafana__tempo_docs-traceql,mcp__grafana__tempo_get-attribute-names,mcp__grafana__tempo_get-attribute-values,mcp__grafana__tempo_get-trace,mcp__grafana__tempo_traceql-search,mcp__safeoutputs,mcp__sentry__analyze_issue_with_seer,mcp__sentry__find_dsns,mcp__sentry__find_organizations,mcp__sentry__find_projects,mcp__sentry__find_releases,mcp__sentry__find_teams,mcp__sentry__get_doc,mcp__sentry__get_event_attachment,mcp__sentry__get_issue_details,mcp__sentry__get_trace_details,mcp__sentry__list_events,mcp__sentry__list_issue_events,mcp__sentry__search_docs,mcp__sentry__search_events,mcp__sentry__search_issues,mcp__sentry__whoami'\'' --debug-file /tmp/gh-aw/agent-stdio.log --verbose --permission-mode acceptEdits --output-format stream-json --mcp-config "${RUNNER_TEMP}/gh-aw/mcp-config/mcp-servers.json" --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_AGENT_CLAUDE:+ --model "$GH_AW_MODEL_AGENT_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log
+ env:
+ ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ BASH_DEFAULT_TIMEOUT_MS: 60000
+ BASH_MAX_TIMEOUT_MS: 60000
+ CLAUDE_CODE_DISABLE_FAST_MODE: 1
+ DISABLE_BUG_COMMAND: 1
+ DISABLE_ERROR_REPORTING: 1
+ DISABLE_TELEMETRY: 1
+ GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
+ GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
+ GH_AW_ASSETS_MAX_SIZE_KB: 10240
+ GH_AW_MAX_TURNS: ${{ vars.GH_AW_DEFAULT_MAX_TURNS || '' }}
+ GH_AW_MCP_CONFIG: ${{ runner.temp }}/gh-aw/mcp-config/mcp-servers.json
+ GH_AW_MODEL_AGENT_CLAUDE: ${{ vars.GH_AW_MODEL_AGENT_CLAUDE || vars.GH_AW_DEFAULT_MODEL_CLAUDE || '' }}
+ 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: ${{ env.GITHUB_AW_OTEL_TRACE_ID != '' && env.GITHUB_AW_OTEL_PARENT_SPAN_ID != '' && format('00-{0}-{1}-01', env.GITHUB_AW_OTEL_TRACE_ID, env.GITHUB_AW_OTEL_PARENT_SPAN_ID) || '' }}
+ - name: Detect agent errors
+ if: always()
+ id: detect-agent-errors
+ continue-on-error: true
+ run: node "${RUNNER_TEMP}/gh-aw/actions/detect_agent_errors.cjs"
+ - name: Configure Git credentials
+ env:
+ REPO_NAME: ${{ github.repository }}
+ SERVER_URL: ${{ github.server_url }}
+ GITHUB_TOKEN: ${{ github.token }}
+ run: |
+ git config --global user.email "github-actions[bot]@users.noreply.github.com"
+ git config --global user.name "github-actions[bot]"
+ git config --global am.keepcr true
+ # Re-authenticate git with GitHub token
+ SERVER_URL_STRIPPED="${SERVER_URL#https://}"
+ git remote set-url origin "https://x-access-token:${GITHUB_TOKEN}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
+ echo "Git configured with standard GitHub Actions identity"
+ - name: Stop MCP Gateway
+ if: always()
+ continue-on-error: true
+ env:
+ MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
+ MCP_GATEWAY_API_KEY: ${{ steps.start-mcp-gateway.outputs.gateway-api-key }}
+ GATEWAY_PID: ${{ steps.start-mcp-gateway.outputs.gateway-pid }}
+ run: |
+ bash "${RUNNER_TEMP}/gh-aw/actions/stop_mcp_gateway.sh" "$GATEWAY_PID"
+ - name: Redact secrets in logs
+ if: always()
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/redact_secrets.cjs');
+ await main();
+ env:
+ GH_AW_SECRET_NAMES: 'ANTHROPIC_API_KEY,GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN,GRAFANA_SERVICE_ACCOUNT_TOKEN,GRAFANA_URL,SENTRY_ACCESS_TOKEN,SENTRY_OPENAI_API_KEY'
+ SECRET_ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ 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 }}
+ SECRET_GRAFANA_SERVICE_ACCOUNT_TOKEN: ${{ secrets.GRAFANA_SERVICE_ACCOUNT_TOKEN }}
+ SECRET_GRAFANA_URL: ${{ secrets.GRAFANA_URL }}
+ SECRET_SENTRY_ACCESS_TOKEN: ${{ secrets.SENTRY_ACCESS_TOKEN }}
+ SECRET_SENTRY_OPENAI_API_KEY: ${{ secrets.SENTRY_OPENAI_API_KEY }}
+ - name: Append agent step summary
+ if: always()
+ run: bash "${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: "*.githubusercontent.com,*.pythonhosted.org,anaconda.org,anthropic.com,api.anthropic.com,api.github.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,cdn.playwright.dev,codeload.github.com,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,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,lfs.github.com,objects.githubusercontent.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,playwright.download.prss.microsoft.com,ppa.launchpad.net,pypi.org,pypi.python.org,raw.githubusercontent.com,registry.npmjs.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,sentry.io,statsig.anthropic.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com"
+ GITHUB_SERVER_URL: ${{ github.server_url }}
+ GITHUB_API_URL: ${{ github.api_url }}
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/collect_ndjson_output.cjs');
+ await main();
+ - name: Parse agent logs for step summary
+ if: always()
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: /tmp/gh-aw/agent-stdio.log
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_claude_log.cjs');
+ await main();
+ - name: Parse MCP Gateway logs for step summary
+ if: always()
+ id: parse-mcp-gateway
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_mcp_gateway_log.cjs');
+ await main();
+ - name: Print firewall logs
+ if: always()
+ continue-on-error: true
+ env:
+ AWF_LOGS_DIR: /tmp/gh-aw/sandbox/firewall/logs
+ run: |
+ # Fix permissions on firewall logs/audit dirs so they can be uploaded as artifacts
+ # AWF runs with sudo, creating files owned by root
+ sudo chmod -R a+rX /tmp/gh-aw/sandbox/firewall 2>/dev/null || true
+ # Only run awf logs summary if awf command exists (it may not be installed if workflow failed before install step)
+ if command -v awf &> /dev/null; then
+ awf logs summary | tee -a "$GITHUB_STEP_SUMMARY"
+ else
+ echo 'AWF binary not installed, skipping firewall log summary'
+ fi
+ - name: Parse token usage for step summary
+ if: always()
+ continue-on-error: true
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_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 { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/awf_reflect_summary.cjs');
+ await main();
+ - 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: Upload cache-memory data as artifact
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ if: always()
+ with:
+ name: cache-memory
+ include-hidden-files: true
+ path: /tmp/gh-aw/cache-memory
+ # Upload safe-outputs assets for upload_assets job
+ - name: Upload Safe Outputs Assets
+ if: always()
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: safe-outputs-assets
+ path: /tmp/gh-aw/safeoutputs/assets/
+ retention-days: 1
+ if-no-files-found: ignore
+ - name: Upload agent artifacts
+ if: always()
+ continue-on-error: true
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: agent
+ path: |
+ /tmp/gh-aw/aw-prompts/prompt.txt
+ /tmp/gh-aw/mcp-logs/
+ /tmp/gh-aw/agent_usage.json
+ /tmp/gh-aw/agent-stdio.log
+ /tmp/gh-aw/pre-agent-audit.txt
+ /tmp/gh-aw/agent/
+ /tmp/gh-aw/github_rate_limits.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/sandbox/firewall/logs/
+ /tmp/gh-aw/sandbox/firewall/audit/
+ /tmp/gh-aw/sandbox/firewall/awf-reflect.json
+ if-no-files-found: ignore
+
+ conclusion:
+ needs:
+ - activation
+ - agent
+ - detection
+ - safe_outputs
+ - update_cache_memory
+ - upload_assets
+ if: >
+ always() && (needs.agent.result != 'skipped' || needs.activation.outputs.lockdown_check_failed == 'true' ||
+ needs.activation.outputs.stale_lock_file_failed == 'true' || needs.activation.outputs.daily_ai_credits_exceeded == 'true')
+ runs-on: ubuntu-slim
+ permissions:
+ contents: read
+ discussions: write
+ issues: write
+ concurrency:
+ group: "gh-aw-conclusion-portfolio-analyst"
+ cancel-in-progress: false
+ queue: max
+ outputs:
+ incomplete_count: ${{ steps.report_incomplete.outputs.incomplete_count }}
+ noop_message: ${{ steps.noop.outputs.noop_message }}
+ tools_reported: ${{ steps.missing_tool.outputs.tools_reported }}
+ total_count: ${{ steps.missing_tool.outputs.total_count }}
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ 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: "Workflow Portfolio Analyst"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/portfolio-analyst.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.168"
+ GH_AW_INFO_AWF_VERSION: "v0.27.2"
+ GH_AW_INFO_ENGINE_ID: "claude"
+ - name: Download agent output artifact
+ id: download-agent-output
+ continue-on-error: true
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: agent
+ 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
+ echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
+ - name: Collect usage artifact files
+ if: always()
+ continue-on-error: true
+ run: |
+ mkdir -p /tmp/gh-aw/usage/agent /tmp/gh-aw/usage/detection
+ echo "Usage artifact source file status:"
+ for file in /tmp/gh-aw/aw-info.jsonl /tmp/gh-aw/agent_usage.jsonl /tmp/gh-aw/detection_usage.jsonl /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/threat-detection/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/threat-detection/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/threat-detection/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl; do
+ [ -f "$file" ] && echo "FOUND: $file" || echo "MISSING: $file"
+ done
+ [ -f /tmp/gh-aw/aw-info.jsonl ] && cp /tmp/gh-aw/aw-info.jsonl /tmp/gh-aw/usage/aw-info.jsonl || true
+ [ -f /tmp/gh-aw/agent_usage.jsonl ] && cp /tmp/gh-aw/agent_usage.jsonl /tmp/gh-aw/usage/agent_usage.jsonl || true
+ [ -f /tmp/gh-aw/detection_usage.jsonl ] && cp /tmp/gh-aw/detection_usage.jsonl /tmp/gh-aw/usage/detection_usage.jsonl || true
+ [ -f /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/agent/token_usage.jsonl || true
+ [ -f /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/agent/token_usage.jsonl || true
+ [ -f /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/agent/token_usage.jsonl || true
+ [ -f /tmp/gh-aw/threat-detection/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/threat-detection/sandbox/firewall-audit-logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/detection/token_usage.jsonl || true
+ [ -f /tmp/gh-aw/threat-detection/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/threat-detection/sandbox/firewall/logs/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/detection/token_usage.jsonl || true
+ [ -f /tmp/gh-aw/threat-detection/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl ] && cp /tmp/gh-aw/threat-detection/sandbox/firewall/audit/api-proxy-logs/token-usage.jsonl /tmp/gh-aw/usage/detection/token_usage.jsonl || true
+ [ -f /tmp/gh-aw/usage/agent/token_usage.jsonl ] || : > /tmp/gh-aw/usage/agent/token_usage.jsonl
+ [ -f /tmp/gh-aw/usage/detection/token_usage.jsonl ] || : > /tmp/gh-aw/usage/detection/token_usage.jsonl
+ find /tmp/gh-aw/usage -type f -print | sort
+ - name: Upload usage artifact
+ if: always()
+ continue-on-error: true
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: usage
+ path: |
+ /tmp/gh-aw/usage/aw-info.jsonl
+ /tmp/gh-aw/usage/agent_usage.jsonl
+ /tmp/gh-aw/usage/detection_usage.jsonl
+ /tmp/gh-aw/usage/agent/token_usage.jsonl
+ /tmp/gh-aw/usage/detection/token_usage.jsonl
+ if-no-files-found: ignore
+ - name: Restore daily AIC usage cache
+ id: restore-daily-aic-cache-conclusion
+ if: always()
+ continue-on-error: true
+ uses: actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+ with:
+ key: agentic-workflow-usage-portfolioanalyst-${{ github.run_id }}
+ restore-keys: agentic-workflow-usage-portfolioanalyst-
+ path: /tmp/gh-aw/agentic-workflow-usage-cache.jsonl
+ - name: Write daily AIC usage cache entry
+ id: write-daily-aic-cache
+ if: always()
+ continue-on-error: true
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ with:
+ github-token: ${{ github.token }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/write_daily_aic_usage_cache.cjs');
+ await main();
+ - name: Save daily AIC usage cache
+ id: save-daily-aic-cache
+ if: always()
+ continue-on-error: true
+ uses: actions/cache/save@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+ with:
+ key: agentic-workflow-usage-portfolioanalyst-${{ github.run_id }}
+ path: /tmp/gh-aw/agentic-workflow-usage-cache.jsonl
+ - name: Upload daily AIC usage cache artifact
+ id: upload-daily-aic-cache
+ if: always()
+ continue-on-error: true
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: aic-usage-cache
+ path: /tmp/gh-aw/agentic-workflow-usage-cache.jsonl
+ if-no-files-found: ignore
+ retention-days: 7
+ - name: Process no-op messages
+ id: noop
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_NOOP_MAX: "1"
+ GH_AW_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/portfolio-analyst.md"
+ GH_AW_TRACKER_ID: "portfolio-analyst"
+ 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: "true"
+ 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: "portfolio-analyst"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/portfolio-analyst.md"
+ GH_AW_TRACKER_ID: "portfolio-analyst"
+ 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: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_MISSING_TOOL_CREATE_ISSUE: "true"
+ GH_AW_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/portfolio-analyst.md"
+ GH_AW_TRACKER_ID: "portfolio-analyst"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/missing_tool.cjs');
+ await main();
+ - name: Record incomplete
+ id: report_incomplete
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_REPORT_INCOMPLETE_CREATE_ISSUE: "true"
+ GH_AW_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/portfolio-analyst.md"
+ GH_AW_TRACKER_ID: "portfolio-analyst"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/portfolio-analyst.md"
+ GH_AW_TRACKER_ID: "portfolio-analyst"
+ GH_AW_RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
+ GH_AW_AGENT_CONCLUSION: ${{ needs.agent.result }}
+ GH_AW_WORKFLOW_ID: "portfolio-analyst"
+ GH_AW_ACTION_FAILURE_ISSUE_EXPIRES_HOURS: "12"
+ GH_AW_ENGINE_ID: "claude"
+ GH_AW_SECRET_VERIFICATION_RESULT: ${{ needs.activation.outputs.secret_verification_result }}
+ GH_AW_CHECKOUT_PR_SUCCESS: ${{ needs.agent.outputs.checkout_pr_success }}
+ GH_AW_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens || '' }}
+ 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_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}
+ 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_ENGINE_API_HOSTS: "api.anthropic.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_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_TOTAL_EFFECTIVE_TOKENS: ${{ needs.activation.outputs.daily_ai_credits_total_effective_tokens }}
+ GH_AW_DAILY_AI_CREDITS_THRESHOLD: ${{ needs.activation.outputs.daily_ai_credits_threshold }}
+ 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: "30"
+ GH_AW_CACHE_MEMORY_ENABLED: "true"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/handle_agent_failure.cjs');
+ await main();
+
+ detection:
+ needs:
+ - activation
+ - agent
+ if: >
+ always() && needs.agent.result != 'skipped' && (needs.agent.outputs.output_types != '' || needs.agent.outputs.has_patch == 'true')
+ runs-on: ubuntu-latest
+ permissions:
+ contents: read
+ 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 }}
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ 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: "Workflow Portfolio Analyst"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/portfolio-analyst.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.168"
+ GH_AW_INFO_AWF_VERSION: "v0.27.2"
+ GH_AW_INFO_ENGINE_ID: "claude"
+ - name: Download agent output artifact
+ id: download-agent-output
+ continue-on-error: true
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: agent
+ 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
+ echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
+ - name: Checkout repository for patch context
+ if: needs.agent.outputs.has_patch == 'true'
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ persist-credentials: false
+ # --- Threat Detection ---
+ - name: Clean stale firewall files from agent artifact
+ run: |
+ rm -rf /tmp/gh-aw/sandbox/firewall/logs
+ rm -rf /tmp/gh-aw/sandbox/firewall/audit
+ - name: Download container images
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.27.2@sha256:f88e5b17b6b7a600117bc121114d6ce2155c88c983c0c939c5df884f730fa1d6 ghcr.io/github/gh-aw-firewall/api-proxy:0.27.2@sha256:ee39841d980878ebbb87592903b06d31a1af500c71525c9616f7e8e2a27041a4 ghcr.io/github/gh-aw-firewall/squid:0.27.2@sha256:2e3a717e5f19a654cd9a2263beb52012b56bcb68562ec5ae2e42f9d156b49591
+ - 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: |
+ mkdir -p /tmp/gh-aw/threat-detection/aw-prompts
+ rm -f /tmp/gh-aw/agent_usage.json
+ cp /tmp/gh-aw/aw-prompts/prompt.txt /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt 2>/dev/null || true
+ if [ ! -s /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt ]; then
+ echo "::warning::ERR_VALIDATION: Missing or empty detection context prompt at /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt. Ensure the agent artifact includes /tmp/gh-aw/aw-prompts/prompt.txt. Detection will continue with fallback workflow context."
+ fi
+ cp /tmp/gh-aw/agent_output.json /tmp/gh-aw/threat-detection/agent_output.json 2>/dev/null || true
+ for f in /tmp/gh-aw/aw-*.patch; do
+ [ -f "$f" ] && cp "$f" /tmp/gh-aw/threat-detection/ 2>/dev/null || true
+ done
+ for f in /tmp/gh-aw/aw-*.bundle; do
+ [ -f "$f" ] && cp "$f" /tmp/gh-aw/threat-detection/ 2>/dev/null || true
+ done
+ echo "Prepared threat detection files:"
+ ls -la /tmp/gh-aw/threat-detection/ 2>/dev/null || true
+ - name: Setup threat detection
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ WORKFLOW_DESCRIPTION: "Weekly portfolio analyst that maps AI Credit spend per workflow from OpenTelemetry telemetry with colorful charts and 30-day trends"
+ HAS_PATCH: ${{ needs.agent.outputs.has_patch }}
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/setup_threat_detection.cjs');
+ await main();
+ - name: Ensure threat-detection directory and log
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ run: |
+ mkdir -p /tmp/gh-aw/threat-detection
+ touch /tmp/gh-aw/threat-detection/detection.log
+ - name: Setup Node.js
+ uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+ with:
+ node-version: '24'
+ package-manager-cache: false
+ - name: Install AWF binary
+ run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.27.2
+ - name: Install Claude Code CLI
+ run: npm install -g @anthropic-ai/claude-code@2.1.168
+ - name: Execute Claude Code CLI
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ continue-on-error: true
+ id: detection_agentic_execution
+ # Allowed tools (sorted):
+ # - Bash
+ # - BashOutput
+ # - Edit(/tmp/*)
+ # - ExitPlanMode
+ # - Glob
+ # - Grep
+ # - KillBash
+ # - LS
+ # - MultiEdit(/tmp/*)
+ # - NotebookRead
+ # - Read
+ # - Read(/tmp/*)
+ # - Task
+ # - TodoWrite
+ # - Write(/tmp/*)
+ timeout-minutes: 20
+ run: |
+ set -o pipefail
+ printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt
+ touch /tmp/gh-aw/agent-step-summary.md
+ (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log)
+ GH_AW_MAX_AI_CREDITS="${{ vars.GH_AW_DEFAULT_DETECTION_MAX_AI_CREDITS || '400' }}"
+ printf '%s\n' "{\"\$schema\":\"https://github.com/github/gh-aw-firewall/releases/download/v0.27.2/awf-config.schema.json\",\"network\":{\"allowDomains\":[\"*.githubusercontent.com\",\"anthropic.com\",\"api.anthropic.com\",\"api.github.com\",\"api.snapcraft.io\",\"archive.ubuntu.com\",\"azure.archive.ubuntu.com\",\"cdn.playwright.dev\",\"codeload.github.com\",\"crl.geotrust.com\",\"crl.globalsign.com\",\"crl.identrust.com\",\"crl.sectigo.com\",\"crl.thawte.com\",\"crl.usertrust.com\",\"crl.verisign.com\",\"crl3.digicert.com\",\"crl4.digicert.com\",\"crls.ssl.com\",\"files.pythonhosted.org\",\"ghcr.io\",\"github-cloud.githubusercontent.com\",\"github-cloud.s3.amazonaws.com\",\"github.com\",\"host.docker.internal\",\"json-schema.org\",\"json.schemastore.org\",\"keyserver.ubuntu.com\",\"lfs.github.com\",\"objects.githubusercontent.com\",\"ocsp.digicert.com\",\"ocsp.geotrust.com\",\"ocsp.globalsign.com\",\"ocsp.identrust.com\",\"ocsp.sectigo.com\",\"ocsp.ssl.com\",\"ocsp.thawte.com\",\"ocsp.usertrust.com\",\"ocsp.verisign.com\",\"packagecloud.io\",\"packages.cloud.google.com\",\"packages.microsoft.com\",\"playwright.download.prss.microsoft.com\",\"ppa.launchpad.net\",\"pypi.org\",\"raw.githubusercontent.com\",\"registry.npmjs.org\",\"s.symcb.com\",\"s.symcd.com\",\"security.ubuntu.com\",\"sentry.io\",\"statsig.anthropic.com\",\"ts-crl.ws.symantec.com\",\"ts-ocsp.ws.symantec.com\"]},\"apiProxy\":{\"enabled\":true,\"enableTokenSteering\":true,\"maxRuns\":500,\"maxAiCredits\":${GH_AW_MAX_AI_CREDITS}},\"container\":{\"imageTag\":\"0.27.2,squid=sha256:2e3a717e5f19a654cd9a2263beb52012b56bcb68562ec5ae2e42f9d156b49591,agent=sha256:f88e5b17b6b7a600117bc121114d6ce2155c88c983c0c939c5df884f730fa1d6,api-proxy=sha256:ee39841d980878ebbb87592903b06d31a1af500c71525c9616f7e8e2a27041a4,cli-proxy=sha256:02f3ec08f32dc26c5427920c6a2e2f3036238fce44802f2f11ef49ed8621b5d0\"}}" > "${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="${DOCKER_HOST}"
+ fi
+ GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS=""
+ if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then
+ GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="--docker-host-path-prefix /tmp/gh-aw"
+ python3 - <<'PY'
+ import json,os,subprocess as sp
+ from pathlib import Path
+ try:
+ p=Path(os.environ["RUNNER_TEMP"])/"gh-aw"/"awf-config.json"
+ c=json.loads(p.read_text())
+ c["chroot"]={"binariesSourcePath":"/tmp/gh-aw","identity":{"user":sp.check_output(["id","-un"],text=True).strip(),"uid":int(sp.check_output(["id","-u"],text=True)),"gid":int(sp.check_output(["id","-g"],text=True)),"home":"/tmp/gh-aw/home"}}
+ out=json.dumps(c,separators=(",",":"),ensure_ascii=False)+"\n"
+ p.write_text(out)
+ Path("/tmp/gh-aw/awf-config.json").write_text(out)
+ except Exception as e:
+ raise SystemExit(f"chroot config patch failed: {e}") from e
+ PY
+ fi
+ GH_AW_TOOL_CACHE_MOUNT=""
+ GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:-/opt/hostedtoolcache}"
+ if [ -d "$GH_AW_TOOL_CACHE" ]; then
+ if [[ "$GH_AW_TOOL_CACHE" != /opt/* ]]; then
+ GH_AW_TOOL_CACHE_MOUNT="$GH_AW_TOOL_CACHE:$GH_AW_TOOL_CACHE:ro"
+ fi
+ elif [ -d "/home/runner/work/_tool" ]; then
+ GH_AW_TOOL_CACHE_MOUNT="/home/runner/work/_tool:/home/runner/work/_tool:ro"
+ fi
+ # shellcheck disable=SC1003
+ sudo -E awf --config "${RUNNER_TEMP}/gh-aw/awf-config.json" --container-workdir "${GITHUB_WORKSPACE}" --mount "${RUNNER_TEMP}/gh-aw:${RUNNER_TEMP}/gh-aw:ro" --mount "${RUNNER_TEMP}/gh-aw:/host${RUNNER_TEMP}/gh-aw:ro" ${GH_AW_TOOL_CACHE_MOUNT:+--mount "$GH_AW_TOOL_CACHE_MOUNT"} ${GH_AW_DOCKER_HOST:+--docker-host "$GH_AW_DOCKER_HOST"} ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --tty --env-all --exclude-env ANTHROPIC_API_KEY --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \
+ -- /bin/bash -c 'set +o histexpand; GH_AW_TOOL_CACHE="${RUNNER_TOOL_CACHE:-/opt/hostedtoolcache}"; export PATH="$(find "$GH_AW_TOOL_CACHE" /opt/hostedtoolcache /home/runner/work/_tool -maxdepth 5 -type d -name bin 2>/dev/null | tr '\''\n'\'' '\'':'\'')$PATH"; [ -n "$GOROOT" ] && export PATH="$GOROOT/bin:$PATH" || true && GH_AW_NODE_EXEC="${GH_AW_NODE_BIN:-}"; if [ -z "$GH_AW_NODE_EXEC" ] || [ ! -x "$GH_AW_NODE_EXEC" ]; then GH_AW_NODE_EXEC="$(command -v node 2>/dev/null || true)"; fi; if [ -z "$GH_AW_NODE_EXEC" ]; then echo "node runtime missing on this runner — check runtimes.node in workflow YAML" >&2; exit 127; fi; GH_AW_NPM_GLOBAL_ROOT="$(npm root -g 2>/dev/null || true)"; if [ -n "$GH_AW_NPM_GLOBAL_ROOT" ]; then export NODE_PATH="${GH_AW_NPM_GLOBAL_ROOT}${NODE_PATH:+:${NODE_PATH}}"; fi; "$GH_AW_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/claude_harness.cjs claude --print --no-chrome --allowed-tools '\''Bash,BashOutput,Edit(/tmp/*),ExitPlanMode,Glob,Grep,KillBash,LS,MultiEdit(/tmp/*),NotebookRead,Read,Read(/tmp/*),Task,TodoWrite,Write(/tmp/*)'\'' --debug-file /tmp/gh-aw/threat-detection/detection.log --verbose --permission-mode acceptEdits --output-format stream-json --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt${GH_AW_MODEL_DETECTION_CLAUDE:+ --model "$GH_AW_MODEL_DETECTION_CLAUDE"}' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log
+ env:
+ ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ BASH_DEFAULT_TIMEOUT_MS: 60000
+ BASH_MAX_TIMEOUT_MS: 60000
+ CLAUDE_CODE_DISABLE_FAST_MODE: 1
+ DISABLE_BUG_COMMAND: 1
+ DISABLE_ERROR_REPORTING: 1
+ DISABLE_TELEMETRY: 1
+ GH_AW_MAX_TURNS: ${{ vars.GH_AW_DEFAULT_MAX_TURNS || '' }}
+ GH_AW_MODEL_DETECTION_CLAUDE: ${{ vars.GH_AW_MODEL_DETECTION_CLAUDE || vars.GH_AW_DEFAULT_MODEL_CLAUDE || '' }}
+ GH_AW_PHASE: detection
+ GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt
+ 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: ${{ env.GITHUB_AW_OTEL_TRACE_ID != '' && env.GITHUB_AW_OTEL_PARENT_SPAN_ID != '' && format('00-{0}-{1}-01', env.GITHUB_AW_OTEL_TRACE_ID, env.GITHUB_AW_OTEL_PARENT_SPAN_ID) || '' }}
+ - name: Parse threat detection token usage for step summary
+ id: parse_detection_token_usage
+ if: always()
+ continue-on-error: true
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_TOKEN_USAGE_SUMMARY_TITLE: Threat Detection Token Usage
+ with:
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_token_usage.cjs');
+ await main();
+ - name: Upload threat detection log
+ if: always() && steps.detection_guard.outputs.run_detection == 'true'
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: detection
+ path: /tmp/gh-aw/threat-detection/detection.log
+ if-no-files-found: ignore
+ - name: Parse and conclude threat detection
+ id: detection_conclusion
+ if: always()
+ continue-on-error: true
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ RUN_DETECTION: ${{ steps.detection_guard.outputs.run_detection }}
+ DETECTION_AGENTIC_EXECUTION_OUTCOME: ${{ steps.detection_agentic_execution.outcome }}
+ GH_AW_DETECTION_CONTINUE_ON_ERROR: "true"
+ with:
+ script: |
+ try {
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs');
+ await main();
+ } catch (loadErr) {
+ const continueOnError = process.env.GH_AW_DETECTION_CONTINUE_ON_ERROR !== 'false';
+ const detectionExecutionFailed = process.env.DETECTION_AGENTIC_EXECUTION_OUTCOME === 'failure';
+ const msg = 'ERR_SYSTEM: \u274C Unexpected error loading threat detection module: ' + (loadErr && loadErr.message ? loadErr.message : String(loadErr));
+ core.error(msg);
+ core.setOutput('reason', 'parse_error');
+ if (continueOnError && !detectionExecutionFailed) {
+ core.warning('\u26A0\uFE0F ' + msg);
+ core.setOutput('conclusion', 'warning');
+ core.setOutput('success', 'false');
+ } else {
+ core.setOutput('conclusion', 'failure');
+ core.setOutput('success', 'false');
+ core.setFailed(msg);
+ }
+ }
+
+ safe_outputs:
+ needs:
+ - activation
+ - agent
+ - detection
+ if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success'
+ runs-on: ubuntu-slim
+ permissions:
+ contents: read
+ discussions: write
+ issues: write
+ timeout-minutes: 45
+ 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 }}/portfolio-analyst"
+ GH_AW_DETECTION_CONCLUSION: ${{ needs.detection.outputs.detection_conclusion }}
+ GH_AW_DETECTION_REASON: ${{ needs.detection.outputs.detection_reason }}
+ GH_AW_EFFECTIVE_TOKENS: ${{ needs.agent.outputs.effective_tokens }}
+ GH_AW_ENGINE_ID: "claude"
+ GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
+ GH_AW_PROJECT_UTC: "-08:00"
+ GH_AW_THREAT_DETECTION_AIC: ${{ needs.detection.outputs.aic }}
+ GH_AW_TRACKER_ID: "portfolio-analyst"
+ GH_AW_WORKFLOW_EMOJI: "📊"
+ GH_AW_WORKFLOW_ID: "portfolio-analyst"
+ GH_AW_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/portfolio-analyst.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_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }}
+ process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }}
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ 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: "Workflow Portfolio Analyst"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/portfolio-analyst.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.168"
+ GH_AW_INFO_AWF_VERSION: "v0.27.2"
+ GH_AW_INFO_ENGINE_ID: "claude"
+ - name: Download agent output artifact
+ id: download-agent-output
+ continue-on-error: true
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: agent
+ 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
+ echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
+ - name: Configure GH_HOST for enterprise compatibility
+ id: ghes-host-config
+ shell: bash
+ # zizmor: ignore[github-env] - GITHUB_SERVER_URL is set by GitHub Actions, not user input.
+ run: |
+ # Derive GH_HOST from GITHUB_SERVER_URL so the gh CLI targets the correct
+ # GitHub instance (GHES/GHEC). On github.com this is a harmless no-op.
+ GH_HOST="${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_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_COMMENT_ID: ${{ needs.activation.outputs.comment_id }}
+ GH_AW_ALLOWED_DOMAINS: "*.githubusercontent.com,*.pythonhosted.org,anaconda.org,anthropic.com,api.anthropic.com,api.github.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,binstar.org,bootstrap.pypa.io,cdn.playwright.dev,codeload.github.com,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,ghcr.io,github-cloud.githubusercontent.com,github-cloud.s3.amazonaws.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,lfs.github.com,objects.githubusercontent.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,playwright.download.prss.microsoft.com,ppa.launchpad.net,pypi.org,pypi.python.org,raw.githubusercontent.com,registry.npmjs.org,repo.anaconda.com,repo.continuum.io,s.symcb.com,s.symcd.com,security.ubuntu.com,sentry.io,statsig.anthropic.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com"
+ GITHUB_SERVER_URL: ${{ github.server_url }}
+ GITHUB_API_URL: ${{ github.api_url }}
+ GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_discussion\":{\"category\":\"audits\",\"close_older_discussions\":true,\"expires\":168,\"fallback_to_issue\":true,\"max\":1,\"title_prefix\":\"[portfolio] \"},\"create_report_incomplete_issue\":{},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"},\"report_incomplete\":{},\"upload_asset\":{\"allowed-exts\":[\".png\",\".jpg\",\".jpeg\",\".svg\"],\"branch\":\"assets/${{ github.workflow }}\",\"max\":5,\"max-size\":10240}}"
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/safe_output_handler_manager.cjs');
+ await main();
+ - name: Upload Safe Outputs Items
+ if: always()
+ uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+ with:
+ name: safe-outputs-items
+ path: |
+ /tmp/gh-aw/safe-output-items.jsonl
+ /tmp/gh-aw/temporary-id-map.json
+ if-no-files-found: ignore
+
+ update_cache_memory:
+ needs:
+ - activation
+ - agent
+ - detection
+ if: always() && needs.detection.result == 'success' && needs.agent.result == 'success'
+ runs-on: ubuntu-slim
+ permissions:
+ contents: read
+ env:
+ GH_AW_WORKFLOW_ID_SANITIZED: portfolioanalyst
+ steps:
+ - name: Checkout actions folder
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ 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: "Workflow Portfolio Analyst"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/portfolio-analyst.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.168"
+ GH_AW_INFO_AWF_VERSION: "v0.27.2"
+ GH_AW_INFO_ENGINE_ID: "claude"
+ - name: Download cache-memory artifact (default)
+ id: download_cache_default
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ 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" >> "$GITHUB_OUTPUT"
+ fi
+ - name: Save cache-memory to cache (default)
+ if: steps.check_cache_default.outputs.has_content == 'true'
+ uses: actions/cache/save@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+ with:
+ key: memory-none-nopolicy-${{ env.GH_AW_WORKFLOW_ID_SANITIZED }}-${{ github.run_id }}
+ path: /tmp/gh-aw/cache-memory
+
+ upload_assets:
+ needs:
+ - activation
+ - agent
+ if: (!cancelled()) && needs.agent.result != 'skipped' && contains(needs.agent.outputs.output_types, 'upload_asset')
+ runs-on: ubuntu-slim
+ permissions:
+ contents: write
+ timeout-minutes: 10
+ 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@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions
+ 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: "Workflow Portfolio Analyst"
+ GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/portfolio-analyst.lock.yml@${{ github.ref }}
+ GH_AW_INFO_VERSION: "2.1.168"
+ GH_AW_INFO_AWF_VERSION: "v0.27.2"
+ GH_AW_INFO_ENGINE_ID: "claude"
+ - name: Checkout repository
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ persist-credentials: false
+ fetch-depth: 0
+ - name: Configure Git credentials
+ env:
+ REPO_NAME: ${{ github.repository }}
+ SERVER_URL: ${{ github.server_url }}
+ GITHUB_TOKEN: ${{ github.token }}
+ run: |
+ git config --global user.email "github-actions[bot]@users.noreply.github.com"
+ git config --global user.name "github-actions[bot]"
+ git config --global am.keepcr true
+ # Re-authenticate git with GitHub token
+ SERVER_URL_STRIPPED="${SERVER_URL#https://}"
+ git remote set-url origin "https://x-access-token:${GITHUB_TOKEN}@${SERVER_URL_STRIPPED}/${REPO_NAME}.git"
+ echo "Git configured with standard GitHub Actions identity"
+ - name: Download assets
+ continue-on-error: true
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: safe-outputs-assets
+ path: /tmp/gh-aw/safeoutputs/assets/
+ - name: List downloaded asset files
+ continue-on-error: true
+ run: |
+ echo "Downloaded asset files:"
+ find /tmp/gh-aw/safeoutputs/assets/ -maxdepth 1 -ls
+ - name: Download agent output artifact
+ id: download-agent-output
+ continue-on-error: true
+ uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+ with:
+ name: agent
+ path: /tmp/gh-aw/
+ - name: Setup agent output environment variable
+ id: setup-agent-output-env
+ if: steps.download-agent-output.outcome == 'success'
+ run: |
+ mkdir -p /tmp/gh-aw/
+ find "/tmp/gh-aw/" -type f -print
+ echo "GH_AW_AGENT_OUTPUT=/tmp/gh-aw/agent_output.json" >> "$GITHUB_OUTPUT"
+ - name: Push assets
+ id: upload_assets
+ uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+ env:
+ GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }}
+ GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
+ GH_AW_ASSETS_MAX_SIZE_KB: 10240
+ GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
+ GH_AW_WORKFLOW_NAME: "Workflow Portfolio Analyst"
+ GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/portfolio-analyst.md"
+ GH_AW_TRACKER_ID: "portfolio-analyst"
+ GH_AW_ENGINE_ID: "claude"
+ GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }}
+ with:
+ github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
+ script: |
+ const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs');
+ setupGlobals(core, github, context, exec, io, getOctokit);
+ const { main } = require('${{ runner.temp }}/gh-aw/actions/upload_assets.cjs');
+ await main();
+ - name: Restore actions folder
+ if: always()
+ uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+ with:
+ repository: github/gh-aw
+ sparse-checkout: |
+ actions/setup
+ sparse-checkout-cone-mode: true
+ persist-credentials: false
+
diff --git a/.github/workflows/portfolio-analyst.md b/.github/workflows/portfolio-analyst.md
new file mode 100644
index 00000000000..7af6d575403
--- /dev/null
+++ b/.github/workflows/portfolio-analyst.md
@@ -0,0 +1,344 @@
+---
+emoji: "📊"
+description: Weekly portfolio analyst that maps AI Credit spend per workflow from OpenTelemetry telemetry with colorful charts and 30-day trends
+on:
+ schedule:
+ - cron: "0 16 * * 1"
+ workflow_dispatch:
+permissions:
+ contents: read
+ actions: read
+ issues: read
+ pull-requests: read
+tracker-id: portfolio-analyst
+engine: claude
+strict: true
+network:
+ allowed:
+ - defaults
+ - python
+safe-outputs:
+ create-discussion:
+ title-prefix: "[portfolio] "
+ category: "audits"
+ close-older-discussions: true
+ expires: 7d
+ max: 1
+ upload-asset:
+ max: 5
+ allowed-exts: [.png, .jpg, .jpeg, .svg]
+tools:
+ bash:
+ - "*"
+timeout-minutes: 30
+imports:
+ - shared/mcp/sentry.md
+ - shared/mcp/grafana.md
+ - shared/python-dataviz.md
+ - shared/trends.md
+---
+
+# Workflow Portfolio Analyst
+
+You are the portfolio analyst for this repository's agentic workflows. Your job is to turn the last 30 days of OpenTelemetry-backed AIC telemetry into a portfolio-style spend map that shows exactly where AI Credits (AIC) are going, which workflows are trending up, and where reliability problems are wasting spend.
+
+## Mission
+
+1. Compute per-workflow AIC, run volume, reliability, and change-over-time metrics from OpenTelemetry telemetry in Sentry and Grafana.
+2. Generate a colorful dashboard-style set of charts that make heavy hitters and trend changes obvious at a glance.
+3. Publish one concise GitHub Discussion with the charts, the key findings, and concrete optimization targets.
+
+## Inputs
+
+- Primary telemetry sources:
+ - Sentry spans via the imported `shared/mcp/sentry.md` MCP server
+ - Grafana Tempo traces via the imported `shared/mcp/grafana.md` MCP server
+- Chart workspace: `/tmp/gh-aw/python/`
+- Save any intermediate CSV or JSON data under `/tmp/gh-aw/python/data/`
+
+### Source Priority
+
+Use data sources in this order:
+
+1. **Sentry spans** as the canonical 30-day AIC source.
+2. **Grafana Tempo traces** as corroboration, coverage checking, and gap detection.
+3. **Local artifact fallback** only when backend AIC is unavailable or incomplete:
+ - `gh aw logs --start-date -30d --json --artifacts agent -c 300 -o /tmp/gh-aw/portfolio-agent-preview > /tmp/gh-aw/portfolio-agent-preview/summary.json`
+ - Per-run files under `/tmp/gh-aw/portfolio-agent-preview/run-/`:
+ - `agent_usage.json`
+ - `run_summary.json`
+ - `otel.jsonl`
+
+Do **not** use the plain top-level `gh aw logs --json` run summary as the primary spend source when it omits `aic`. Prefer OTEL-derived fields and `agent_usage.json`.
+
+### Field Extraction Rules
+
+Use these fields when present, with this precedence:
+
+| Field | Purpose |
+|---|---|
+| `github.workflow` / `gh-aw.workflow.name` / `workflow.name` | workflow group-by key |
+| `gh-aw.aic` / `gh_aw.aic` / `agent_usage.aic` / `aic` | primary spend metric |
+| `github.run_id` / `gh-aw.run.id` / `gh_aw.run.id` | run identifier |
+| `github.actions.run_url` | run URL |
+| `timestamp` / span time | daily trend bucketing |
+| run conclusion from local fallback or available run metadata | success/failure/cancelled outcome |
+| `action_minutes` from local fallback | Actions cost proxy |
+| `turns` from local fallback | conversation volume |
+| `error_count` / `warning_count` from local fallback | reliability signal |
+
+Treat missing numeric fields as zero **only after** trying all precedence sources above. When Grafana lacks numeric AIC, report it as an observability gap instead of assuming zero.
+
+## Phase 1: Build The Portfolio Dataset
+
+Write a Python script to `/tmp/gh-aw/python/build_portfolio.py` and run it with the Python environment already prepared by the shared imports.
+
+The script must:
+
+1. Query Sentry for the last 30 days of spans or transactions with AIC fields.
+2. Query Grafana Tempo for the last 30 days to confirm field presence, coverage, and backend gaps.
+3. Normalize the returned events into a single row set with these minimum fields:
+ - `workflow_name`
+ - `run_id`
+ - `run_url`
+ - `timestamp`
+ - `aic`
+ - `source_backend`
+ - `conclusion` when available
+4. If Sentry and Grafana do not yield enough usable numeric AIC rows, populate missing rows from the local fallback artifact set under `/tmp/gh-aw/portfolio-agent-preview/` using `agent_usage.json` plus `run_summary.json`, and use `otel.jsonl` only for workflow/run attribution when needed.
+5. Keep only completed runs for portfolio calculations when completion state is available.
+6. Create a per-workflow summary with these columns:
+ - `workflow_name`
+ - `run_count`
+ - `total_aic`
+ - `avg_aic`
+ - `median_aic`
+ - `success_rate`
+ - `failure_rate`
+ - `cancelled_rate`
+ - `total_action_minutes`
+ - `avg_action_minutes`
+ - `total_turns`
+ - `avg_turns`
+ - `error_count`
+ - `warning_count`
+ - `latest_run_url`
+ - `latest_run_id`
+7. Compute two comparison windows:
+ - last 7 days
+ - previous 7 days before that
+8. For each workflow compute:
+ - `recent_7d_aic`
+ - `prior_7d_aic`
+ - `aic_delta_7d`
+ - `aic_delta_pct_7d`
+9. Compute daily totals across the full 30-day window:
+ - `date`
+ - `total_aic`
+ - `run_count`
+ - `failure_runs`
+ - `cancelled_runs`
+10. Save the outputs to:
+ - `/tmp/gh-aw/python/data/workflow_portfolio.csv`
+ - `/tmp/gh-aw/python/data/daily_aic.csv`
+ - `/tmp/gh-aw/python/data/outcome_mix.csv`
+ - `/tmp/gh-aw/python/data/portfolio_snapshot.json`
+ - `/tmp/gh-aw/python/data/telemetry_coverage.json`
+
+The JSON snapshot should include:
+
+```json
+{
+ "window": "last-30-days",
+ "generated_at": "...",
+ "overall": {
+ "total_runs": 0,
+ "total_aic": 0,
+ "active_workflows": 0,
+ "failure_rate": 0,
+ "cancelled_rate": 0
+ },
+ "top_workflows": [],
+ "rapid_risers": [],
+ "heavy_hitters": []
+}
+```
+
+Definitions:
+
+- `heavy_hitter`: any workflow with at least 15 completed runs and at least 15% of total AIC.
+- `rapid_riser`: any workflow with at least 5 AIC in the last 7 days and `aic_delta_pct_7d >= 25`.
+- `wasted_aic`: approximate as the sum of AIC from runs where `conclusion` is `failure` or `cancelled`.
+
+Also record telemetry coverage facts:
+
+- `sentry_events_analyzed`
+- `grafana_events_analyzed`
+- `events_with_numeric_aic_sentry`
+- `events_with_numeric_aic_grafana`
+- `fallback_runs_used`
+- `grafana_aic_queryable` boolean
+
+If there are no completed runs, still emit the files with empty tables and a snapshot explaining the empty window.
+
+## Phase 2: Generate Colorful Portfolio Charts
+
+Create exactly 4 PNG charts in `/tmp/gh-aw/python/charts/`.
+
+Use `seaborn` with `whitegrid` styling, 300 DPI minimum, 12x7 inch figures or larger, readable labels, and intentional colors. Favor a warm-to-cool palette that makes spend concentration obvious.
+
+### Chart 1: Portfolio Spend Map
+
+File: `/tmp/gh-aw/python/charts/portfolio_spend_map.png`
+
+Scatter or bubble chart where:
+
+- x-axis: portfolio spend share percentage
+- y-axis: `failure_rate` as a percentage
+- bubble size: `total_aic`
+- bubble color: clipped trend intensity from `aic_delta_pct_7d`
+
+Add visible portfolio bands so the plot reads like a risk map:
+
+- low risk / low concentration
+- core spend / moderate risk
+- concentrated and fragile
+
+Annotate the top spenders and any rapid risers. This chart should feel like a real portfolio map: high-spend, high-failure workflows must stand out immediately.
+
+### Chart 2: Top Workflow Spenders
+
+File: `/tmp/gh-aw/python/charts/top_workflow_spenders.png`
+
+Horizontal bar chart of the top 12 workflows by `total_aic`.
+
+- Color bars by health band:
+ - green for failure rate under 10%
+ - amber for failure rate 10-25%
+ - red for failure rate above 25%
+- Label each bar with total AIC, spend share, and run count.
+- Add a visual marker for the heavy-hitter threshold.
+
+### Chart 3: Daily Portfolio Trend
+
+File: `/tmp/gh-aw/python/charts/daily_portfolio_trend.png`
+
+Time-series chart showing:
+
+- daily `total_aic`
+- 7-day moving average
+- a visible overlay for failure/cancelled run volume
+
+Call out the biggest spike and whether the last 7 days are trending above or below the prior 7 days.
+
+### Chart 4: Outcome Mix
+
+File: `/tmp/gh-aw/python/charts/outcome_mix.png`
+
+Donut or pie chart showing completed run conclusions across the 30-day window:
+
+- success
+- failure
+- cancelled
+- other, if present
+
+Include counts and percentages directly on the visualization.
+
+## Phase 3: Upload Charts
+
+Upload each generated PNG with `upload_asset` and capture the returned URLs.
+
+## Phase 4: Publish The Discussion
+
+Create exactly one discussion with this title pattern:
+
+`[portfolio] Workflow AIC Portfolio - YYYY-MM-DD`
+
+Use this structure:
+
+### 📊 Executive Summary
+
+- 30-day total AIC
+- Active workflow count
+- Approximate wasted AIC from failed/cancelled runs
+- Whether spend is trending up or down in the last 7 days versus the prior 7 days
+- Whether Sentry and Grafana both provided queryable numeric AIC, and whether local fallback artifacts were needed
+
+### 🎯 Portfolio View
+
+
+
+Write 2-4 sentences explaining what the portfolio map says about concentration of spend, reliability risk, and which workflows need attention first.
+
+### 💸 Top Spenders
+
+
+
+Include a top-10 table with columns:
+
+| Workflow | Runs | Total AIC | Avg AIC | Failure Rate | 7d Delta |
+|---|---:|---:|---:|---:|---:|
+
+### 📈 Trend
+
+
+
+Summarize the overall direction, the biggest spike day, and whether the portfolio is stabilizing or getting noisier.
+
+### ✅ Outcome Mix
+
+
+
+Briefly explain whether reliability is eroding spend efficiency.
+
+### 🔠Telemetry Coverage
+
+- State whether Sentry AIC was queryable.
+- State whether Grafana AIC was queryable.
+- If either backend was incomplete, say whether local fallback artifacts were used.
+- Call out any backend gap precisely, for example missing numeric `gh-aw.aic`, missing workflow attribution, or trace query limitations.
+
+### 🔥 Heavy Hitters
+
+- List workflows that qualify as heavy hitters.
+- Explain why each one is expensive: high frequency, high AIC per run, or high waste.
+
+### 🚨 Rapid Risers
+
+- List workflows with the sharpest 7-day AIC growth.
+- If none qualify, say so explicitly.
+
+### Recommendations
+
+- Provide 3-5 concrete actions.
+- Prioritize the workflows with the largest spend concentration or fastest growth.
+- When a workflow has both high spend and high failure rate, call that out as the highest-priority optimization target.
+
+## MCP Query Loop
+
+Follow this order:
+
+1. Validate Sentry connectivity and discover the correct org/project.
+2. Query Sentry spans first for the last 30 days with AIC fields.
+3. Validate Grafana datasource availability and inspect Tempo attribute names.
+4. Query Grafana traces for the same 30-day period to verify attribute coverage.
+5. Build the normalized dataset from backend data.
+6. Use local fallback artifacts only for missing AIC/workflow/conclusion coverage.
+
+## Guardrails
+
+- Treat Sentry as the canonical source for total AIC when it has numeric AIC data.
+- Treat Grafana as corroboration and backend-gap detection unless it clearly exposes equivalent numeric AIC.
+- Never claim Grafana usage is zero when the real state is "not queryable".
+- Never invent workflow attribution when neither OTEL resource attributes nor local fallback metadata provide it.
+- If the backend data and fallback data disagree materially, say so explicitly in the discussion.
+
+### References
+
+- Include up to 5 run references using the latest runs from the highest-spend workflows.
+
+## Final Guardrails
+
+- Never invent AIC numbers.
+- If the window has sparse data, say so directly.
+- Keep the discussion concise and chart-led rather than text-led.