diff --git a/.github/workflows/agentic-token-trend-audit.lock.yml b/.github/workflows/agentic-token-trend-audit.lock.yml new file mode 100644 index 00000000000..a50b9491d2d --- /dev/null +++ b/.github/workflows/agentic-token-trend-audit.lock.yml @@ -0,0 +1,1715 @@ +# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"4a1d73e42e7ce64260e254e619ca70892901897d7783bcd4ad9e3d9dc2280a45","body_hash":"5ca969b895997c365652717787f8342fc4ffc07828e7a396633c38ebea38403b","strict":true,"agent_id":"copilot"} +# gh-aw-manifest: {"version":1,"secrets":["COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"de0fac2e4500dabe0009e67214ff5f5447ce83dd","version":"v6.0.2"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9.0.0"},{"repo":"actions/setup-go","sha":"4a3601121dd01d1626a1e23e37211e3254c1c06c","version":"v6.4.0"},{"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"},{"repo":"docker/build-push-action","sha":"f9f3042f7e2789586610d6e8b85c8f03e5195baf","version":"v7.2.0"},{"repo":"docker/setup-buildx-action","sha":"d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5","version":"v4.1.0"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.25.58"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.25.58"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.25.58"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.3.22"},{"image":"ghcr.io/github/github-mcp-server:v1.1.0"},{"image":"node:lts-alpine","digest":"sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14","pinned_image":"node:lts-alpine@sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14"}]} +# ___ _ _ +# / _ \ | | (_) +# | |_| | __ _ ___ _ __ | |_ _ ___ +# | _ |/ _` |/ _ \ '_ \| __| |/ __| +# | | | | (_| | __/ | | | |_| | (__ +# \_| |_/\__, |\___|_| |_|\__|_|\___| +# __/ | +# _ _ |___/ +# | | | | / _| | +# | | | | ___ _ __ _ __| |_| | _____ ____ +# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___| +# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \ +# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/ +# +# This file was automatically generated by gh-aw. DO NOT EDIT. +# +# 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/ +# +# On-demand token audit for a user-specified date range +# +# Secrets used: +# - COPILOT_GITHUB_TOKEN +# - GH_AW_GITHUB_MCP_SERVER_TOKEN +# - GH_AW_GITHUB_TOKEN +# - GITHUB_TOKEN +# +# Custom actions used: +# - actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 +# - 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-go@4a3601121dd01d1626a1e23e37211e3254c1c06c # v6.4.0 +# - actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0 +# - actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0 +# - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1 +# - docker/build-push-action@f9f3042f7e2789586610d6e8b85c8f03e5195baf # v7.2.0 +# - docker/setup-buildx-action@d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5 # v4.1.0 +# +# Container images used: +# - ghcr.io/github/gh-aw-firewall/agent:0.25.58 +# - ghcr.io/github/gh-aw-firewall/api-proxy:0.25.58 +# - ghcr.io/github/gh-aw-firewall/squid:0.25.58 +# - ghcr.io/github/gh-aw-mcpg:v0.3.22 +# - ghcr.io/github/github-mcp-server:v1.1.0 +# - node:lts-alpine@sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14 + +name: "On-Demand Agentic Workflow Token Trend Audit" +on: + workflow_dispatch: + inputs: + aw_context: + default: "" + description: "Agent caller context (used internally by Agentic Workflows)." + required: false + type: string + date_range: + default: -30d..-0d + description: "Date range for logs (format: .., where each side is YYYY-MM-DD or a delta like -30d; e.g. 2026-05-01..2026-05-31 or -30d..-0d)" + required: true + type: string + +permissions: {} + +concurrency: + group: "gh-aw-${{ github.workflow }}" + +run-name: "On-Demand Agentic Workflow Token Trend Audit" + +jobs: + activation: + runs-on: ubuntu-slim + permissions: + actions: read + contents: read + outputs: + comment_id: "" + comment_repo: "" + daily_effective_workflow_exceeded: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_effective_workflow_exceeded == 'true' }} + daily_effective_workflow_threshold: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_effective_workflow_threshold || '' }} + daily_effective_workflow_total_effective_tokens: ${{ steps.daily-effective-workflow-guardrail.outputs.daily_effective_workflow_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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + 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_EFFECTIVE_TOKENS != '' }} + env: + GH_AW_SETUP_WORKFLOW_NAME: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }} + GH_AW_INFO_VERSION: "1.0.55" + GH_AW_INFO_AWF_VERSION: "v0.25.58" + GH_AW_INFO_ENGINE_ID: "copilot" + - name: Generate agentic run info + id: generate_aw_info + env: + GH_AW_INFO_ENGINE_ID: "copilot" + GH_AW_INFO_ENGINE_NAME: "GitHub Copilot CLI" + GH_AW_INFO_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || vars.GH_AW_DEFAULT_MODEL_COPILOT || 'claude-sonnet-4.6' }} + GH_AW_INFO_VERSION: "1.0.55" + GH_AW_INFO_AGENT_VERSION: "1.0.55" + GH_AW_INFO_WORKFLOW_NAME: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_INFO_EXPERIMENTAL: "false" + GH_AW_INFO_SUPPORTS_TOOLS_ALLOWLIST: "true" + GH_AW_INFO_STAGED: "false" + GH_AW_INFO_ALLOWED_DOMAINS: '["defaults"]' + GH_AW_INFO_FIREWALL_ENABLED: "true" + GH_AW_INFO_AWF_VERSION: "v0.25.58" + GH_AW_INFO_AWMG_VERSION: "" + GH_AW_INFO_FIREWALL_TYPE: "squid" + GH_AW_COMPILED_STRICT: "true" + uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 + with: + script: | + const { setupGlobals } = require('${{ 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: Check daily workflow token guardrail + id: daily-effective-workflow-guardrail + if: ${{ env.GH_AW_MAX_DAILY_EFFECTIVE_TOKENS != '' }} + uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 + env: + GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_WORKFLOW_ID: "agentic-token-trend-audit" + 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_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + 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('${{ runner.temp }}/gh-aw/actions/check_daily_effective_workflow_guardrail.cjs'); + await main(); + - name: Validate COPILOT_GITHUB_TOKEN secret + id: validate-secret + run: bash "${RUNNER_TEMP}/gh-aw/actions/validate_multi_secret.sh" COPILOT_GITHUB_TOKEN 'GitHub Copilot CLI' https://github.github.com/gh-aw/reference/engines/#github-copilot-default + env: + COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }} + - name: Checkout .github and .agents folders + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + sparse-checkout: | + .github + .agents + actions/setup + .antigravity + .claude + .codex + .crush + .gemini + .opencode + .pi + sparse-checkout-cone-mode: true + fetch-depth: 1 + - name: Save agent config folders for base branch restoration + env: + GH_AW_AGENT_FOLDERS: ".agents .antigravity .claude .codex .crush .gemini .github .opencode .pi" + GH_AW_AGENT_FILES: ".crush.json AGENTS.md ANTIGRAVITY.md CLAUDE.md GEMINI.md PI.md opencode.jsonc" + # poutine:ignore untrusted_checkout_exec + run: bash "${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: "agentic-token-trend-audit.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_EVENT_INPUTS_DATE_RANGE: ${{ github.event.inputs.date_range }} + 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_550d7c88fee29a65_EOF' + + GH_AW_PROMPT_550d7c88fee29a65_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/agentic_workflows_guide.md" + cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md" + cat << 'GH_AW_PROMPT_550d7c88fee29a65_EOF' + + Tools: create_issue, upload_asset(max:5), missing_tool, missing_data, noop + + upload_asset: provide a file path; returns a URL; assets are published after the workflow completes (safeoutputs). + + GH_AW_PROMPT_550d7c88fee29a65_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/mcp_cli_tools_prompt.md" + cat << 'GH_AW_PROMPT_550d7c88fee29a65_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_550d7c88fee29a65_EOF + cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md" + cat << 'GH_AW_PROMPT_550d7c88fee29a65_EOF' + + {{#runtime-import .github/workflows/agentic-token-trend-audit.md}} + GH_AW_PROMPT_550d7c88fee29a65_EOF + } > "$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: "copilot" + GH_AW_GITHUB_EVENT_INPUTS_DATE_RANGE: ${{ github.event.inputs.date_range }} + GH_AW_GITHUB_REPOSITORY: ${{ github.repository }} + with: + script: | + const { setupGlobals } = require('${{ 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_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_EVENT_INPUTS_DATE_RANGE: ${{ github.event.inputs.date_range }} + 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('${{ runner.temp }}/gh-aw/actions/substitute_placeholders.cjs'); + + // Call the substitution function + return await substitutePlaceholders({ + file: process.env.GH_AW_PROMPT, + substitutions: { + GH_AW_EXPR_1A3A194A: process.env.GH_AW_EXPR_1A3A194A, + GH_AW_EXPR_463A214A: process.env.GH_AW_EXPR_463A214A, + GH_AW_EXPR_802A9F6A: process.env.GH_AW_EXPR_802A9F6A, + GH_AW_EXPR_FF1D34CE: process.env.GH_AW_EXPR_FF1D34CE, + GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR, + GH_AW_GITHUB_EVENT_INPUTS_DATE_RANGE: process.env.GH_AW_GITHUB_EVENT_INPUTS_DATE_RANGE, + GH_AW_GITHUB_REPOSITORY: process.env.GH_AW_GITHUB_REPOSITORY, + GH_AW_GITHUB_RUN_ID: process.env.GH_AW_GITHUB_RUN_ID, + GH_AW_GITHUB_WORKSPACE: process.env.GH_AW_GITHUB_WORKSPACE, + GH_AW_MCP_CLI_SERVERS_LIST: process.env.GH_AW_MCP_CLI_SERVERS_LIST + } + }); + - name: Validate prompt placeholders + env: + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + # poutine:ignore untrusted_checkout_exec + run: bash "${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/model_multipliers.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/.github/agents + /tmp/gh-aw/.github/skills + if-no-files-found: ignore + retention-days: 1 + + agent: + needs: activation + if: needs.activation.outputs.daily_effective_workflow_exceeded != 'true' + runs-on: ubuntu-latest + permissions: + actions: read + contents: read + issues: read + pull-requests: read + 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_WORKFLOW_ID_SANITIZED: agentictokentrendaudit + outputs: + agentic_engine_timeout: ${{ steps.detect-agent-errors.outputs.agentic_engine_timeout || 'false' }} + checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }} + effective_tokens: ${{ steps.parse-mcp-gateway.outputs.effective_tokens }} + effective_tokens_rate_limit_error: ${{ steps.parse-mcp-gateway.outputs.effective_tokens_rate_limit_error || 'false' }} + 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 }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + 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: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }} + GH_AW_INFO_VERSION: "1.0.55" + GH_AW_INFO_AWF_VERSION: "v0.25.58" + GH_AW_INFO_ENGINE_ID: "copilot" + - 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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + - name: Setup Go for CLI build + uses: actions/setup-go@4a3601121dd01d1626a1e23e37211e3254c1c06c # v6.4.0 + with: + go-version-file: go.mod + cache: true + - name: Build gh-aw CLI + run: | + echo "Building gh-aw CLI for linux/amd64..." + mkdir -p dist + VERSION=$(git describe --tags --always --dirty) + CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build \ + -ldflags "-s -w -X main.version=${VERSION}" \ + -o dist/gh-aw-linux-amd64 \ + ./cmd/gh-aw + # Copy binary to root for direct execution in user-defined steps + cp dist/gh-aw-linux-amd64 ./gh-aw + chmod +x ./gh-aw + echo "✓ Built gh-aw CLI successfully" + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5 # v4.1.0 + - name: Build gh-aw Docker image + uses: docker/build-push-action@f9f3042f7e2789586610d6e8b85c8f03e5195baf # v7.2.0 + with: + context: . + platforms: linux/amd64 + push: false + load: true + tags: localhost/gh-aw:dev + build-args: | + BINARY=dist/gh-aw-linux-amd64 + - name: Build and install gh-aw CLI from source + run: | + gh extension remove aw || true + make build + gh extension install . + gh aw version + env: + GH_TOKEN: ${{ github.token }} + - name: Create gh-aw temp directory + run: bash "${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 runtime + uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0 + with: + python-version: "3.12" + - name: Setup local chart workspace + run: | + mkdir -p /tmp/gh-aw/token-audit/charts /tmp/gh-aw/token-audit/site-packages + - name: Install Python chart dependencies + run: | + python3 -m pip install --quiet --target /tmp/gh-aw/token-audit/site-packages pandas matplotlib seaborn + - env: + DATE_RANGE_INPUT: ${{ github.event.inputs.date_range }} + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + name: Download agentic workflow logs + run: "set -euo pipefail\nmkdir -p /tmp/gh-aw/token-audit\n\nDATE_RANGE=\"$DATE_RANGE_INPUT\"\nif [[ \"$DATE_RANGE\" != *\"..\"* ]]; then\n echo \"❌ Invalid date_range input: $DATE_RANGE\"\n echo \"Expected format: .. (for example 2026-05-01..2026-05-31 or -30d..now)\"\n exit 1\nfi\n\nSTART_DATE=\"${DATE_RANGE%%..*}\"\nEND_DATE=\"${DATE_RANGE##*..}\"\n\n# Download logs for the requested range as JSON.\n# Allow partial results — gh aw logs streams incrementally, so even if\n# it hits an API rate limit partway through, the JSON written so far is\n# still valid and should be processed by the agent.\nLOGS_EXIT=0\ngh aw logs \\\n --start-date \"$START_DATE\" \\\n --end-date \"$END_DATE\" \\\n --json \\\n -c 500 \\\n > /tmp/gh-aw/token-audit/workflow-logs.json || LOGS_EXIT=$?\n\nif [ -s /tmp/gh-aw/token-audit/workflow-logs.json ]; then\n TOTAL=$(jq '.runs | length' /tmp/gh-aw/token-audit/workflow-logs.json)\n echo \"✅ Downloaded $TOTAL agentic workflow runs ($START_DATE to $END_DATE)\"\n if [ \"$LOGS_EXIT\" -ne 0 ]; then\n echo \"⚠️ gh aw logs exited with code $LOGS_EXIT (partial results — likely API rate limit)\"\n fi\nelse\n echo \"❌ No log data downloaded (exit code $LOGS_EXIT)\"\n echo '{\"runs\":[],\"summary\":{}}' > /tmp/gh-aw/token-audit/workflow-logs.json\nfi\n" + + - 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 + 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('${{ runner.temp }}/gh-aw/actions/checkout_pr_branch.cjs'); + await main(); + - name: Install GitHub Copilot CLI + run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh" 1.0.55 + env: + GH_HOST: github.com + - name: Install AWF binary + run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.25.58 + - 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 "${RUNNER_TEMP}/gh-aw/actions/restore_base_github_folders.sh" + - name: Restore inline sub-agents from activation artifact + env: + GH_AW_SUB_AGENT_DIR: ".github/agents" + GH_AW_SUB_AGENT_EXT: ".agent.md" + run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_sub_agents.sh" + - name: Restore inline skills from activation artifact + env: + GH_AW_SKILL_DIR: ".github/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:0.25.58 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.58 ghcr.io/github/gh-aw-firewall/squid:0.25.58 ghcr.io/github/gh-aw-mcpg:v0.3.22 ghcr.io/github/github-mcp-server:v1.1.0 node:lts-alpine@sha256:2bdb65ed1dab192432bc31c95f94155ca5ad7fc1392fb7eb7526ab682fa5bf14 + - name: Build and install gh-aw CLI from source + run: | + gh extension remove aw || true + make build + gh extension install . + gh aw version + env: + GH_TOKEN: ${{ github.token }} + - name: Copy gh-aw binary for MCP server + run: | + gh aw --version + # Copy the gh-aw binary to ${RUNNER_TEMP}/gh-aw for MCP server containerization + mkdir -p "${RUNNER_TEMP}/gh-aw" + GH_AW_BIN="" + GH_AW_BIN=$(command -v gh-aw 2>/dev/null) || true + if [ -z "$GH_AW_BIN" ]; then + GH_AW_BIN=$(find "${HOME}/.local/share/gh/extensions/gh-aw" -name 'gh-aw' -type f 2>/dev/null | head -1) || true + fi + if [ -z "$GH_AW_BIN" ] && [ -n "${GH_CONFIG_DIR:-}" ]; then + GH_AW_BIN=$(find "${GH_CONFIG_DIR}/extensions/gh-aw" -name 'gh-aw' -type f 2>/dev/null | head -1) || true + fi + if [ -z "$GH_AW_BIN" ] && [ -f "${GITHUB_WORKSPACE}/gh-aw" ]; then + GH_AW_BIN="${GITHUB_WORKSPACE}/gh-aw" + fi + if [ -n "$GH_AW_BIN" ] && [ -f "$GH_AW_BIN" ]; then + cp "$GH_AW_BIN" "${RUNNER_TEMP}/gh-aw/gh-aw" + chmod +x "${RUNNER_TEMP}/gh-aw/gh-aw" + echo "Copied gh-aw binary to ${RUNNER_TEMP}/gh-aw/gh-aw" + else + echo "::error::Failed to find gh-aw binary for MCP server" + exit 1 + fi + - 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 > "${RUNNER_TEMP}/gh-aw/safeoutputs/config.json" << 'GH_AW_SAFE_OUTPUTS_CONFIG_dcc74b676e620336_EOF' + {"create_issue":{"close_older_issues":true,"expires":72,"max":1,"title_prefix":"[agentic-token-trend-audit] "},"create_report_incomplete_issue":{},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"},"report_incomplete":{},"upload_asset":{"allowed-exts":[".png",".jpg",".jpeg",".svg"],"branch":"assets/${GITHUB_WORKFLOW}","max":5,"max-size":10240}} + GH_AW_SAFE_OUTPUTS_CONFIG_dcc74b676e620336_EOF + - name: Generate Safe Outputs Tools + env: + GH_AW_TOOLS_META_JSON: | + { + "description_suffixes": { + "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"[agentic-token-trend-audit] \".", + "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_issue": { + "defaultMax": 1, + "fields": { + "body": { + "required": true, + "type": "string", + "sanitize": true, + "maxLength": 65000 + }, + "fields": { + "type": "array" + }, + "labels": { + "type": "array", + "itemType": "string", + "itemSanitize": true, + "itemMaxLength": 128 + }, + "parent": { + "issueOrPRNumber": true + }, + "repo": { + "type": "string", + "maxLength": 256 + }, + "temporary_id": { + "type": "string" + }, + "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 }} + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + run: | + set -eo pipefail + mkdir -p "${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 "${MCP_GATEWAY_PAYLOAD_DIR}" + export MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD="524288" + export DEBUG="*" + + export GH_AW_ENGINE="copilot" + MCP_GATEWAY_UID=$(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 -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:v0.3.22' + + mkdir -p /home/runner/.copilot + GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node) + cat << GH_AW_MCP_CONFIG_c5ea8297ef6448a4_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs" + { + "mcpServers": { + "agenticworkflows": { + "type": "stdio", + "container": "localhost/gh-aw:dev", + "mounts": ["\${GITHUB_WORKSPACE}:\${GITHUB_WORKSPACE}:rw", "/tmp/gh-aw:/tmp/gh-aw:rw"], + "args": ["--network", "host", "-w", "\${GITHUB_WORKSPACE}"], + "env": { + "DEBUG": "*", + "GITHUB_TOKEN": "\${GITHUB_TOKEN}", + "GITHUB_ACTOR": "\${GITHUB_ACTOR}", + "GITHUB_REPOSITORY": "\${GITHUB_REPOSITORY}" + }, + "guard-policies": { + "write-sink": { + "accept": [ + "*" + ] + } + } + }, + "github": { + "type": "stdio", + "container": "ghcr.io/github/github-mcp-server:v1.1.0", + "env": { + "GITHUB_HOST": "\${GITHUB_SERVER_URL}", + "GITHUB_PERSONAL_ACCESS_TOKEN": "\${GITHUB_MCP_SERVER_TOKEN}", + "GITHUB_READ_ONLY": "1", + "GITHUB_TOOLSETS": "context,repos,issues,pull_requests" + }, + "guard-policies": { + "allow-only": { + "min-integrity": "$GITHUB_MCP_GUARD_MIN_INTEGRITY", + "repos": "$GITHUB_MCP_GUARD_REPOS" + } + } + }, + "safeoutputs": { + "type": "http", + "url": "http://host.docker.internal:$GH_AW_SAFE_OUTPUTS_PORT", + "headers": { + "Authorization": "\${GH_AW_SAFE_OUTPUTS_API_KEY}" + }, + "guard-policies": { + "write-sink": { + "accept": [ + "*" + ] + } + } + } + }, + "gateway": { + "port": $MCP_GATEWAY_PORT, + "domain": "${MCP_GATEWAY_DOMAIN}", + "apiKey": "${MCP_GATEWAY_API_KEY}", + "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}" + } + } + GH_AW_MCP_CONFIG_c5ea8297ef6448a4_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 "${RUNNER_TEMP}/gh-aw/actions/audit_pre_agent_workspace.sh" + - name: Execute GitHub Copilot CLI + id: agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 25 + run: | + set -o pipefail + printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt + touch /tmp/gh-aw/agent-step-summary.md + GH_AW_NODE_BIN=$(command -v node 2>/dev/null || true) + export GH_AW_NODE_BIN + export COPILOT_API_KEY="$COPILOT_DUMMY_BYOK" + (umask 177 && touch /tmp/gh-aw/agent-stdio.log) + printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.25.58/awf-config.schema.json","network":{"allowDomains":["api.business.githubcopilot.com","api.enterprise.githubcopilot.com","api.github.com","api.githubcopilot.com","api.individual.githubcopilot.com","api.snapcraft.io","archive.ubuntu.com","azure.archive.ubuntu.com","crl.geotrust.com","crl.globalsign.com","crl.identrust.com","crl.sectigo.com","crl.thawte.com","crl.usertrust.com","crl.verisign.com","crl3.digicert.com","crl4.digicert.com","crls.ssl.com","github.com","host.docker.internal","json-schema.org","json.schemastore.org","keyserver.ubuntu.com","ocsp.digicert.com","ocsp.geotrust.com","ocsp.globalsign.com","ocsp.identrust.com","ocsp.sectigo.com","ocsp.ssl.com","ocsp.thawte.com","ocsp.usertrust.com","ocsp.verisign.com","packagecloud.io","packages.cloud.google.com","packages.microsoft.com","ppa.launchpad.net","raw.githubusercontent.com","registry.npmjs.org","s.symcb.com","s.symcd.com","security.ubuntu.com","telemetry.enterprise.githubcopilot.com","ts-crl.ws.symantec.com","ts-ocsp.ws.symantec.com","www.googleapis.com"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":500,"maxEffectiveTokens":25000000,"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*","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"],"mini":["haiku","gpt-5-mini","gpt-5-nano","gemini-flash-lite"],"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"],"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":"0.25.58"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json" + GH_AW_MODEL_MULTIPLIERS_PATH="/tmp/gh-aw/model_multipliers.json" node "${RUNNER_TEMP}/gh-aw/actions/merge_awf_model_multipliers.cjs" + cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json + GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="" + if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then + GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="--docker-host-path-prefix /tmp/gh-aw" + fi + GH_AW_TOOL_CACHE_MOUNT="" + GH_AW_TOOL_CACHE="${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"} ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --env-all --exclude-env COPILOT_GITHUB_TOKEN --exclude-env GITHUB_MCP_SERVER_TOKEN --exclude-env MCP_GATEWAY_API_KEY --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \ + -- /bin/bash -c 'set +o histexpand; export PATH="${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_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/copilot_harness.cjs /usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --disable-builtin-mcps --no-ask-user --allow-all-tools --allow-all-paths --add-dir "${GITHUB_WORKSPACE}" --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt' 2>&1 | tee -a /tmp/gh-aw/agent-stdio.log + env: + AWF_REFLECT_ENABLED: 1 + COPILOT_AGENT_RUNNER_TYPE: STANDALONE + COPILOT_DUMMY_BYOK: dummy-byok-key-for-offline-mode + COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }} + COPILOT_MODEL: ${{ vars.GH_AW_MODEL_AGENT_COPILOT || vars.GH_AW_DEFAULT_MODEL_COPILOT || 'claude-sonnet-4.6' }} + GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg" + GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}" + GH_AW_ASSETS_MAX_SIZE_KB: 10240 + GH_AW_MCP_CONFIG: /home/runner/.copilot/mcp-config.json + 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_API_URL: ${{ github.api_url }} + GITHUB_AW: true + GITHUB_COPILOT_INTEGRATION_ID: agentic-workflows + GITHUB_HEAD_REF: ${{ github.head_ref }} + GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }} + GITHUB_REF_NAME: ${{ github.ref_name }} + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md + GITHUB_WORKSPACE: ${{ github.workspace }} + GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com + GIT_AUTHOR_NAME: github-actions[bot] + GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com + GIT_COMMITTER_NAME: github-actions[bot] + RUNNER_TEMP: ${{ runner.temp }} + XDG_CONFIG_HOME: /home/runner + - name: Detect agent errors + if: always() + id: detect-agent-errors + continue-on-error: true + run: node "${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}/${REPO_NAME}.git" + echo "Git configured with standard GitHub Actions identity" + - name: Copy Copilot session state files to logs + if: always() + continue-on-error: true + run: bash "${RUNNER_TEMP}/gh-aw/actions/copy_copilot_session_state.sh" + - 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: 'COPILOT_GITHUB_TOKEN,GH_AW_GITHUB_MCP_SERVER_TOKEN,GH_AW_GITHUB_TOKEN,GITHUB_TOKEN' + SECRET_COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }} + SECRET_GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }} + SECRET_GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }} + SECRET_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + - name: Append agent step summary + if: always() + run: bash "${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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,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('${{ runner.temp }}/gh-aw/actions/collect_ndjson_output.cjs'); + await main(); + - name: Parse agent logs for step summary + if: always() + uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 + env: + GH_AW_AGENT_OUTPUT: /tmp/gh-aw/sandbox/agent/logs/ + with: + script: | + const { setupGlobals } = require('${{ runner.temp }}/gh-aw/actions/setup_globals.cjs'); + setupGlobals(core, github, context, exec, io, getOctokit); + const { main } = require('${{ runner.temp }}/gh-aw/actions/parse_copilot_log.cjs'); + await main(); + - name: Parse MCP Gateway logs for step summary + if: always() + id: parse-mcp-gateway + uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 + with: + script: | + const { setupGlobals } = require('${{ 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 + # 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/sandbox/agent/logs/ + /tmp/gh-aw/redacted-urls.log + /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 + - 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_effective_workflow_exceeded == 'true') + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + concurrency: + group: "gh-aw-conclusion-agentic-token-trend-audit" + 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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + 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: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }} + GH_AW_INFO_VERSION: "1.0.55" + GH_AW_INFO_AWF_VERSION: "v0.25.58" + GH_AW_INFO_ENGINE_ID: "copilot" + - 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: Process no-op messages + id: noop + uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0 + env: + GH_AW_AGENT_OUTPUT: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_NOOP_MAX: "1" + GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md" + GH_AW_TRACKER_ID: "agentic-token-trend-audit" + 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" + 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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md" + GH_AW_TRACKER_ID: "agentic-token-trend-audit" + 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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_MISSING_TOOL_CREATE_ISSUE: "true" + GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md" + GH_AW_TRACKER_ID: "agentic-token-trend-audit" + 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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_REPORT_INCOMPLETE_CREATE_ISSUE: "true" + GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md" + GH_AW_TRACKER_ID: "agentic-token-trend-audit" + 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: ${{ steps.setup-agent-output-env.outputs.GH_AW_AGENT_OUTPUT }} + GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md" + GH_AW_TRACKER_ID: "agentic-token-trend-audit" + 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: "agentic-token-trend-audit" + GH_AW_ACTION_FAILURE_ISSUE_EXPIRES_HOURS: "12" + GH_AW_ENGINE_ID: "copilot" + 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_EFFECTIVE_TOKENS_RATE_LIMIT_ERROR: ${{ needs.agent.outputs.effective_tokens_rate_limit_error || 'false' }} + GH_AW_INFERENCE_ACCESS_ERROR: ${{ needs.agent.outputs.inference_access_error }} + GH_AW_MCP_POLICY_ERROR: ${{ needs.agent.outputs.mcp_policy_error }} + GH_AW_AGENTIC_ENGINE_TIMEOUT: ${{ needs.agent.outputs.agentic_engine_timeout }} + GH_AW_MODEL_NOT_SUPPORTED_ERROR: ${{ needs.agent.outputs.model_not_supported_error }} + GH_AW_ENGINE_API_HOSTS: "api.enterprise.githubcopilot.com,api.githubcopilot.com,api.business.githubcopilot.com,api.individual.githubcopilot.com" + 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_EFFECTIVE_WORKFLOW_EXCEEDED: ${{ needs.activation.outputs.daily_effective_workflow_exceeded }} + GH_AW_DAILY_EFFECTIVE_WORKFLOW_TOTAL_EFFECTIVE_TOKENS: ${{ needs.activation.outputs.daily_effective_workflow_total_effective_tokens }} + GH_AW_DAILY_EFFECTIVE_WORKFLOW_THRESHOLD: ${{ needs.activation.outputs.daily_effective_workflow_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: "25" + GH_AW_MAX_EFFECTIVE_TOKENS: "25000000" + 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: + 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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + 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: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }} + GH_AW_INFO_VERSION: "1.0.55" + GH_AW_INFO_AWF_VERSION: "v0.25.58" + GH_AW_INFO_ENGINE_ID: "copilot" + - 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" >> "$GITHUB_OUTPUT" + - name: Checkout repository for patch context + if: needs.agent.outputs.has_patch == 'true' + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + persist-credentials: false + # --- Threat Detection --- + - name: Clean stale firewall files from agent artifact + run: | + rm -rf /tmp/gh-aw/sandbox/firewall/logs + rm -rf /tmp/gh-aw/sandbox/firewall/audit + - name: Download container images + run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.25.58 ghcr.io/github/gh-aw-firewall/api-proxy:0.25.58 ghcr.io/github/gh-aw-firewall/squid:0.25.58 + - 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/runner/.copilot/mcp-config.json + rm -f "$GITHUB_WORKSPACE/.gemini/settings.json" + - name: Prepare threat detection files + if: always() && steps.detection_guard.outputs.run_detection == 'true' + run: | + mkdir -p /tmp/gh-aw/threat-detection/aw-prompts + cp /tmp/gh-aw/aw-prompts/prompt.txt /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt 2>/dev/null || true + if [ ! -s /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt ]; then + echo "::warning::ERR_VALIDATION: Missing or empty detection context prompt at /tmp/gh-aw/threat-detection/aw-prompts/prompt.txt. Ensure the agent artifact includes /tmp/gh-aw/aw-prompts/prompt.txt. Detection will continue with fallback workflow context." + fi + cp /tmp/gh-aw/agent_output.json /tmp/gh-aw/threat-detection/agent_output.json 2>/dev/null || true + for f in /tmp/gh-aw/aw-*.patch; do + [ -f "$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: "On-Demand Agentic Workflow Token Trend Audit" + WORKFLOW_DESCRIPTION: "On-demand token audit for a user-specified date range" + 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('${{ runner.temp }}/gh-aw/actions/setup_threat_detection.cjs'); + await main(); + - name: Ensure threat-detection directory and log + if: always() && steps.detection_guard.outputs.run_detection == 'true' + run: | + mkdir -p /tmp/gh-aw/threat-detection + touch /tmp/gh-aw/threat-detection/detection.log + - name: Setup Node.js + uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0 + with: + node-version: '24' + package-manager-cache: false + - name: Install GitHub Copilot CLI + run: bash "${RUNNER_TEMP}/gh-aw/actions/install_copilot_cli.sh" 1.0.55 + env: + GH_HOST: github.com + - name: Install AWF binary + run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.25.58 + - name: Execute GitHub Copilot CLI + if: always() && steps.detection_guard.outputs.run_detection == 'true' + continue-on-error: true + id: detection_agentic_execution + # Copilot CLI tool arguments (sorted): + timeout-minutes: 20 + run: | + set -o pipefail + printf '%s' "$(date +%s%3N)" > /tmp/gh-aw/agent_cli_start_ms.txt + touch /tmp/gh-aw/agent-step-summary.md + GH_AW_NODE_BIN=$(command -v node 2>/dev/null || true) + export GH_AW_NODE_BIN + export COPILOT_API_KEY="$COPILOT_DUMMY_BYOK" + (umask 177 && touch /tmp/gh-aw/threat-detection/detection.log) + printf '%s\n' '{"$schema":"https://github.com/github/gh-aw-firewall/releases/download/v0.25.58/awf-config.schema.json","network":{"allowDomains":["api.business.githubcopilot.com","api.enterprise.githubcopilot.com","api.github.com","api.githubcopilot.com","api.individual.githubcopilot.com","github.com","host.docker.internal","registry.npmjs.org","telemetry.enterprise.githubcopilot.com"]},"apiProxy":{"enabled":true,"enableTokenSteering":true,"maxRuns":500,"maxEffectiveTokens":25000000},"container":{"imageTag":"0.25.58"}}' > "${RUNNER_TEMP}/gh-aw/awf-config.json" + GH_AW_MODEL_MULTIPLIERS_PATH="/tmp/gh-aw/model_multipliers.json" node "${RUNNER_TEMP}/gh-aw/actions/merge_awf_model_multipliers.cjs" + cp "${RUNNER_TEMP}/gh-aw/awf-config.json" /tmp/gh-aw/awf-config.json + GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="" + if [[ "${DOCKER_HOST:-}" =~ ^tcp:// ]]; then + GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS="--docker-host-path-prefix /tmp/gh-aw" + fi + GH_AW_TOOL_CACHE_MOUNT="" + GH_AW_TOOL_CACHE="${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"} ${GH_AW_DOCKER_HOST_PATH_PREFIX_ARGS} --env-all --exclude-env COPILOT_GITHUB_TOKEN --log-level info --proxy-logs-dir /tmp/gh-aw/sandbox/firewall/logs --audit-dir /tmp/gh-aw/sandbox/firewall/audit --enable-host-access --allow-host-ports 80,443,8080 --skip-pull \ + -- /bin/bash -c 'set +o histexpand; GH_AW_TOOL_CACHE="${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_NODE_EXEC" ${RUNNER_TEMP}/gh-aw/actions/copilot_harness.cjs /usr/local/bin/copilot --add-dir /tmp/gh-aw/ --log-level all --log-dir /tmp/gh-aw/sandbox/agent/logs/ --disable-builtin-mcps --no-ask-user --allow-all-tools --add-dir "${GITHUB_WORKSPACE}" --prompt-file /tmp/gh-aw/aw-prompts/prompt.txt' 2>&1 | tee -a /tmp/gh-aw/threat-detection/detection.log + env: + AWF_REFLECT_ENABLED: 1 + COPILOT_AGENT_RUNNER_TYPE: STANDALONE + COPILOT_DUMMY_BYOK: dummy-byok-key-for-offline-mode + COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }} + COPILOT_MODEL: ${{ vars.GH_AW_MODEL_DETECTION_COPILOT || vars.GH_AW_DEFAULT_MODEL_COPILOT || 'claude-sonnet-4.6' }} + GH_AW_PHASE: detection + GH_AW_PROMPT: /tmp/gh-aw/aw-prompts/prompt.txt + GH_AW_VERSION: dev + GITHUB_API_URL: ${{ github.api_url }} + GITHUB_AW: true + GITHUB_COPILOT_INTEGRATION_ID: agentic-workflows + GITHUB_HEAD_REF: ${{ github.head_ref }} + GITHUB_REF_NAME: ${{ github.ref_name }} + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_STEP_SUMMARY: /tmp/gh-aw/agent-step-summary.md + GITHUB_WORKSPACE: ${{ github.workspace }} + GIT_AUTHOR_EMAIL: github-actions[bot]@users.noreply.github.com + GIT_AUTHOR_NAME: github-actions[bot] + GIT_COMMITTER_EMAIL: github-actions[bot]@users.noreply.github.com + GIT_COMMITTER_NAME: github-actions[bot] + RUNNER_TEMP: ${{ runner.temp }} + XDG_CONFIG_HOME: /home/runner + - 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('${{ runner.temp }}/gh-aw/actions/parse_threat_detection_results.cjs'); + await main(); + } catch (loadErr) { + const continueOnError = process.env.GH_AW_DETECTION_CONTINUE_ON_ERROR !== 'false'; + const detectionExecutionFailed = process.env.DETECTION_AGENTIC_EXECUTION_OUTCOME === 'failure'; + const msg = 'ERR_SYSTEM: \u274C Unexpected error loading threat detection module: ' + (loadErr && loadErr.message ? loadErr.message : String(loadErr)); + core.error(msg); + core.setOutput('reason', 'parse_error'); + if (continueOnError && !detectionExecutionFailed) { + core.warning('\u26A0\uFE0F ' + msg); + core.setOutput('conclusion', 'warning'); + core.setOutput('success', 'false'); + } else { + core.setOutput('conclusion', 'failure'); + core.setOutput('success', 'false'); + core.setFailed(msg); + } + } + + safe_outputs: + needs: + - activation + - agent + - detection + if: (!cancelled()) && needs.agent.result != 'skipped' && needs.detection.result == 'success' + runs-on: ubuntu-slim + permissions: + contents: read + issues: write + timeout-minutes: 15 + env: + GH_AW_CALLER_WORKFLOW_ID: "${{ github.repository }}/agentic-token-trend-audit" + 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: "copilot" + GH_AW_ENGINE_MODEL: ${{ needs.agent.outputs.model }} + GH_AW_ENGINE_VERSION: "1.0.55" + GH_AW_TRACKER_ID: "agentic-token-trend-audit" + GH_AW_WORKFLOW_ID: "agentic-token-trend-audit" + GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.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 }} + created_issue_number: ${{ steps.process_safe_outputs.outputs.created_issue_number }} + created_issue_url: ${{ steps.process_safe_outputs.outputs.created_issue_url }} + process_safe_outputs_processed_count: ${{ steps.process_safe_outputs.outputs.processed_count }} + process_safe_outputs_temporary_id_map: ${{ steps.process_safe_outputs.outputs.temporary_id_map }} + steps: + - name: Checkout actions folder + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + 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: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }} + GH_AW_INFO_VERSION: "1.0.55" + GH_AW_INFO_AWF_VERSION: "v0.25.58" + GH_AW_INFO_ENGINE_ID: "copilot" + - 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" >> "$GITHUB_OUTPUT" + - name: Configure GH_HOST for enterprise compatibility + id: ghes-host-config + shell: bash + run: | + # Derive GH_HOST from GITHUB_SERVER_URL so the gh CLI targets the correct + # GitHub instance (GHES/GHEC). On github.com this is a harmless no-op. + GH_HOST="${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: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com" + GITHUB_SERVER_URL: ${{ github.server_url }} + GITHUB_API_URL: ${{ github.api_url }} + GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"create_issue\":{\"close_older_issues\":true,\"expires\":72,\"max\":1,\"title_prefix\":\"[agentic-token-trend-audit] \"},\"create_report_incomplete_issue\":{},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"},\"report_incomplete\":{},\"upload_asset\":{\"allowed-exts\":[\".png\",\".jpg\",\".jpeg\",\".svg\"],\"branch\":\"assets/${{ 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 + + 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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + 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: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }} + GH_AW_INFO_VERSION: "1.0.55" + GH_AW_INFO_AWF_VERSION: "v0.25.58" + GH_AW_INFO_ENGINE_ID: "copilot" + - name: Checkout repository + uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + 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: "On-Demand Agentic Workflow Token Trend Audit" + GH_AW_WORKFLOW_SOURCE_URL: "${{ github.server_url }}/${{ github.repository }}/blob/${{ github.ref_name }}/.github/workflows/agentic-token-trend-audit.md" + GH_AW_TRACKER_ID: "agentic-token-trend-audit" + GH_AW_ENGINE_ID: "copilot" + GH_AW_ENGINE_VERSION: "1.0.55" + 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@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 + with: + repository: github/gh-aw + sparse-checkout: | + actions/setup + sparse-checkout-cone-mode: true + persist-credentials: false + diff --git a/.github/workflows/agentic-token-trend-audit.md b/.github/workflows/agentic-token-trend-audit.md new file mode 100644 index 00000000000..1fdbc034d7e --- /dev/null +++ b/.github/workflows/agentic-token-trend-audit.md @@ -0,0 +1,244 @@ +--- +description: On-demand token audit for a user-specified date range +on: + workflow_dispatch: + inputs: + date_range: + description: "Date range for logs (format: .., where each side is YYYY-MM-DD or a delta like -30d; e.g. 2026-05-01..2026-05-31 or -30d..-0d)" + required: true + type: string + default: "-30d..-0d" +permissions: + contents: read + actions: read + issues: read + pull-requests: read +tracker-id: agentic-token-trend-audit +safe-outputs: + create-issue: + expires: 3d + title-prefix: "[agentic-token-trend-audit] " + max: 1 + close-older-issues: true + upload-asset: + max: 5 + allowed-exts: [.png, .jpg, .jpeg, .svg] +tools: + agentic-workflows: + bash: + - "*" +steps: + - name: Setup Python runtime + uses: actions/setup-python@v6.2.0 + with: + python-version: "3.12" + - name: Setup local chart workspace + run: | + mkdir -p /tmp/gh-aw/token-audit/charts /tmp/gh-aw/token-audit/site-packages + - name: Install Python chart dependencies + run: | + python3 -m pip install --quiet --target /tmp/gh-aw/token-audit/site-packages pandas matplotlib seaborn + - name: Download agentic workflow logs + env: + GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} + DATE_RANGE_INPUT: ${{ github.event.inputs.date_range }} + run: | + set -euo pipefail + mkdir -p /tmp/gh-aw/token-audit + + DATE_RANGE="$DATE_RANGE_INPUT" + if [[ "$DATE_RANGE" != *".."* ]]; then + echo "❌ Invalid date_range input: $DATE_RANGE" + echo "Expected format: .. (for example 2026-05-01..2026-05-31 or -30d..now)" + exit 1 + fi + + START_DATE="${DATE_RANGE%%..*}" + END_DATE="${DATE_RANGE##*..}" + + # Download logs for the requested range as JSON. + # Allow partial results — gh aw logs streams incrementally, so even if + # it hits an API rate limit partway through, the JSON written so far is + # still valid and should be processed by the agent. + LOGS_EXIT=0 + gh aw logs \ + --start-date "$START_DATE" \ + --end-date "$END_DATE" \ + --json \ + -c 500 \ + > /tmp/gh-aw/token-audit/workflow-logs.json || LOGS_EXIT=$? + + if [ -s /tmp/gh-aw/token-audit/workflow-logs.json ]; then + TOTAL=$(jq '.runs | length' /tmp/gh-aw/token-audit/workflow-logs.json) + echo "✅ Downloaded $TOTAL agentic workflow runs ($START_DATE to $END_DATE)" + if [ "$LOGS_EXIT" -ne 0 ]; then + echo "⚠️ gh aw logs exited with code $LOGS_EXIT (partial results — likely API rate limit)" + fi + else + echo "❌ No log data downloaded (exit code $LOGS_EXIT)" + echo '{"runs":[],"summary":{}}' > /tmp/gh-aw/token-audit/workflow-logs.json + fi +timeout-minutes: 25 +--- + +# On-Demand Agentic Workflow Token Trend Audit + +You are the Agentic Workflow Token Trend Auditor — a workflow that analyzes token consumption across a caller-specified date range. + +## Mission + +1. Parse the pre-downloaded agentic workflow logs and compute per-workflow token usage metrics. +2. Publish a concise audit issue with token usage findings for the requested range. + +## Data Sources + +### Pre-downloaded logs + +The workflow logs are at `/tmp/gh-aw/token-audit/workflow-logs.json`. The file is the raw JSON output of `gh aw logs --json` with this top-level shape: + +```json +{ + "summary": { "total_runs": N, "total_tokens": N, ... }, + "runs": [ ... ], + "tool_usage": [ ... ], + "mcp_tool_usage": { ... }, + ... +} +``` + +Each element of `.runs` is a `RunData` object with (among others): + +| Field | Type | Notes | +|---|---|---| +| `workflow_name` | string | Human-readable name | +| `workflow_path` | string | `.github/workflows/....lock.yml` | +| `token_usage` | int | Total tokens (`omitempty` — treat missing/null as 0) | +| `effective_tokens` | int | Normalized token metric | +| `action_minutes` | float | Billable GitHub Actions minutes | +| `turns` | int | Number of agent turns | +| `duration` | string | Human-readable duration | +| `created_at` | ISO 8601 | Run creation time | +| `run_id` | int64 | Unique run ID | +| `url` | string | Link to the run | +| `status` | string | `completed`, `in_progress`, etc. | +| `conclusion` | string | `success`, `failure`, etc. | +| `error_count` | int | Errors encountered | +| `warning_count` | int | Warnings encountered | +| `token_usage_summary` | object or null | Firewall-level breakdown by model | + +## Phase 1 — Process Logs + +Write a Python script to `/tmp/gh-aw/token-audit/process_audit.py` and run it. The script must: + +1. Load `/tmp/gh-aw/token-audit/workflow-logs.json` and extract `.runs` for the requested input range `${{ github.event.inputs.date_range }}`. +2. Filter to `status == "completed"` runs only. +3. Group by `workflow_name` and compute per-workflow aggregates: + - `run_count`, `total_tokens`, `avg_tokens`, `total_turns`, `avg_turns`, `total_action_minutes`, `error_count`, `warning_count` +4. Compute an overall summary: total runs, total tokens, total action minutes. +5. Sort workflows descending by `total_tokens`. +6. Save the result to `/tmp/gh-aw/token-audit/audit_snapshot.json` with this shape: + +```json +{ + "date": "YYYY-MM-DD", + "period_range": "${{ github.event.inputs.date_range }}", + "overall": { + "total_runs": N, + "total_tokens": N, + "total_action_minutes": F + }, + "workflows": [ + { + "workflow_name": "...", + "run_count": N, + "total_tokens": N, + "avg_tokens": N, + "total_turns": N, + "avg_turns": F, + "total_action_minutes": F, + "error_count": N, + "warning_count": N, + "latest_run_url": "..." + } + ] +} +``` + +Handle null/missing `token_usage` by treating them as 0. + +## Phase 2 — Generate Charts + +Create one chart image in `/tmp/gh-aw/token-audit/charts/` using Python, `matplotlib`, and `seaborn` with `whitegrid` styling: + +1. **Token usage by workflow** (`token_by_workflow.png`): a horizontal bar chart of the top 15 workflows by total tokens from `audit_snapshot.json`. + +Chart requirements: + +- The preinstalled Python packages live in `/tmp/gh-aw/token-audit/site-packages`. Set `PYTHONPATH=/tmp/gh-aw/token-audit/site-packages${PYTHONPATH:+:$PYTHONPATH}` for every Python command you write in Phase 1 or Phase 3 that imports `pandas`, `matplotlib`, or `seaborn`, for example: `PYTHONPATH=/tmp/gh-aw/token-audit/site-packages${PYTHONPATH:+:$PYTHONPATH} python3 /tmp/gh-aw/token-audit/process_audit.py`. +- Use 300 DPI and a white background. +- Add clear axis labels and titles. +- Save only PNG files. +- After generating each chart, call `upload_asset` with its file path. +- In the issue template below, replace `UPLOAD_URL_WORKFLOW_PLACEHOLDER` with the URL returned for `token_by_workflow.png`. + +## Phase 3 — Publish Audit Issue + +Create an issue with these sections: + +### Formatting Requirements + +- Use `###` for main sections and `####` for subsections inside the issue body. +- Keep the executive summary and final observations visible without collapsible sections. +- Put verbose tables or supporting detail inside `
...` blocks. +- If you cite specific workflow runs, format them as links like `[§12345](https://github.com/${{ github.repository }}/actions/runs/12345)` and include up to 3 under `**References:**`. + +### Report Template + +``` +### 📊 Executive Summary + +- **Period**: requested date range (YYYY-MM-DD to YYYY-MM-DD) +- **Total runs**: N +- **Total tokens**: N (formatted with commas) +- **Total Actions minutes**: X.X min +- **Active workflows**: N + +### 🏆 Top 5 Workflows by Token Usage + +| Workflow | Runs | Total Tokens | Avg Tokens | +|---|---|---|---| +| ... | ... | ... | ... | + +### 📈 Trends + +Embed chart images using uploaded asset URLs when available: + +![Token Usage by Workflow](UPLOAD_URL_WORKFLOW_PLACEHOLDER) + +
+Full Per-Workflow Breakdown + +[Complete table of all workflows sorted by total tokens] + +
+ +### 💡 Observations + +- Identify any workflow with >30% of total tokens as a "heavy hitter" +- Note workflows with high error/warning counts relative to runs +- Flag any workflow whose avg tokens per run exceeds 100,000 + +**Data snapshot**: `/tmp/gh-aw/token-audit/audit_snapshot.json` +``` + +## Important Notes + +- Use `// 0` (null coalescing) in jq and `.get(field, 0)` in Python for nullable numeric fields. +- Distinguish between these two cases in the issue: + - the raw `.runs` array is empty + - the raw `.runs` array is non-empty but none of the runs are `status == "completed"` +- Report those cases differently: + - if `len(runs) == 0` (or `jq '.runs | length' == 0`), say the collection window returned no runs + - if `len(runs) > 0` and there are zero completed runs, say the collection window had runs but none completed yet +- Do not claim the raw log file was empty unless you verified `len(runs) == 0` (or `jq '.runs | length' == 0`). +- Keep the issue concise — the optimizer workflow will do the deep analysis.