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# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"b7f2f02695c4d468226109c3012ac2892eeb40d6ad0fe642f4fbb344083bc393","body_hash":"25988cdcff3b7dec298d5e2e6924c091f401872534967a4525189b98f49ddfb6","strict":true,"agent_id":"codex","agent_model":"copilot/gpt-6-sol","engine_versions":{"codex":"0.159.3"}}
# gh-aw-manifest: {"version":1,"secrets":["COPILOT_GITHUB_TOKEN","GH_AW_DEFAULT_OTLP_ENDPOINT","GH_AW_DEFAULT_OTLP_HEADERS","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GITHUB_TOKEN"],"actions":[{"repo":"actions/checkout","sha":"3d3c42e5aac5ba805825da76410c181273ba90b1","version":"v7.0.1"},{"repo":"actions/download-artifact","sha":"3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c","version":"v8.0.1"},{"repo":"actions/github-script","sha":"3a2844b7e9c422d3c10d287c895573f7108da1b3","version":"v9"},{"repo":"actions/setup-go","sha":"b7ad1dad31e06c5925ef5d2fc7ad053ef454303e","version":"v7"},{"repo":"actions/setup-node","sha":"820762786026740c76f36085b0efc47a31fe5020","version":"v7"},{"repo":"actions/setup-python","sha":"5fda3b95a4ea91299a34e894583c3862153e4b97","version":"v7"},{"repo":"actions/upload-artifact","sha":"043fb46d1a93c77aae656e7c1c64a875d1fc6a0a","version":"v7.0.1"},{"repo":"docker/build-push-action","sha":"c3c9e263c25d99ce0380d002d59b67737d91b0dc","version":"v7.4.0"},{"repo":"docker/setup-buildx-action","sha":"f87e5991a6d7451dcb8d9637bfbc97413f497069","version":"v4.4.1"}],"containers":[{"image":"ghcr.io/github/gh-aw-firewall/agent:0.28.37","digest":"sha256:ead1415a77e3892d261c313b467470ed58fbcf4da9fcaab1d31d579d1c57dae1","pinned_image":"ghcr.io/github/gh-aw-firewall/agent:0.28.37@sha256:ead1415a77e3892d261c313b467470ed58fbcf4da9fcaab1d31d579d1c57dae1"},{"image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.28.37","digest":"sha256:347f28353370d542000e78a3df90821cd6e47bdb2c597bb512893c253eb50d28","pinned_image":"ghcr.io/github/gh-aw-firewall/api-proxy:0.28.37@sha256:347f28353370d542000e78a3df90821cd6e47bdb2c597bb512893c253eb50d28"},{"image":"ghcr.io/github/gh-aw-firewall/squid:0.28.37","digest":"sha256:e9cacf87f23aad7236d07668bfd351d852d4ddf854b19f21ed9d2ffce4e527b5","pinned_image":"ghcr.io/github/gh-aw-firewall/squid:0.28.37@sha256:e9cacf87f23aad7236d07668bfd351d852d4ddf854b19f21ed9d2ffce4e527b5"},{"image":"ghcr.io/github/gh-aw-mcpg:v0.4.29","digest":"sha256:ec08867ac8a4823e01efb2de2ba85a313199bb7ae666ef70ae58effc162a9bf3","pinned_image":"ghcr.io/github/gh-aw-mcpg:v0.4.29@sha256:ec08867ac8a4823e01efb2de2ba85a313199bb7ae666ef70ae58effc162a9bf3"},{"image":"ghcr.io/github/gh-aw-node","digest":"sha256:11c2c544876cdbaffefe0f7f1283b74838c209654b4934a78e23ed11f750490f","pinned_image":"ghcr.io/github/gh-aw-node@sha256:11c2c544876cdbaffefe0f7f1283b74838c209654b4934a78e23ed11f750490f"},{"image":"ghcr.io/github/github-mcp-server:v1.12.2","digest":"sha256:508a0857ec762b1ab1cece29193345b501fab1dd9d1228a7b617062954cecac6","pinned_image":"ghcr.io/github/github-mcp-server:v1.12.2@sha256:508a0857ec762b1ab1cece29193345b501fab1dd9d1228a7b617062954cecac6"}],"mcp_servers":[{"name":"agenticworkflows","tools":["*"]},{"name":"github","tools":["get_commit","get_file_contents","get_latest_release","get_me","get_pull_request","get_pull_request_comments","get_pull_request_diff","get_pull_request_files","get_pull_request_review_comments","get_pull_request_reviews","get_pull_request_status","get_release_by_tag","get_tag","issue_read","list_branches","list_commits","list_issue_types","list_issues","list_pull_requests","list_releases","list_starred_repositories","list_tags","pull_request_read","search_code","search_issues","search_pull_requests","search_repositories"]},{"name":"safeoutputs","tools":["create_issue","missing_data","missing_tool","noop","report_incomplete","upload_asset"]}],"threat_detection":{"mode":"enabled"}}
# This file was automatically generated by gh-aw. DO NOT EDIT. To debug this workflow, load the skill at https://github.com/github/gh-aw/blob/main/debug.md
#
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
# | _ |/ _` |/ _ \ '_ \| __| |/ __|
# | | | | (_| | __/ | | | |_| | (__
# \_| |_/\__, |\___|_| |_|\__|_|\___|
# __/ |
# _ _ |___/
# | | | | / _| |
# | | | | ___ _ __ _ __| |_| | _____ ____
# | |/\| |/ _ \ '__| |/ /| _| |/ _ \ \ /\ / / ___|
# \ /\ / (_) | | | | ( | | | | (_) \ V V /\__ \
# \/ \/ \___/|_| |_|\_\|_| |_|\___/ \_/\_/ |___/
#
#
# To update this file, edit the corresponding .md file and run:
# gh aw compile
# Not all edits will cause changes to this file.
#
# For more information: https://github.github.com/gh-aw/introduction/overview/
#
# On-demand AIC audit for a user-specified date range
#
# Resolved workflow manifest:
# Imports:
# - shared/graders/state-revisit-probability-rep.md
# - shared/graders/recurrence-determinism.md
# - shared/graders/recurrence-laminarity.md
# - shared/graders.md
#
# Secrets used:
# - COPILOT_GITHUB_TOKEN
# - GH_AW_DEFAULT_OTLP_ENDPOINT
# - GH_AW_DEFAULT_OTLP_HEADERS
# - GH_AW_GITHUB_MCP_SERVER_TOKEN
# - GH_AW_GITHUB_TOKEN
# - GITHUB_TOKEN
#
# Custom actions used:
# - actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
# - actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
# - actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
# - actions/setup-go@b7ad1dad31e06c5925ef5d2fc7ad053ef454303e # v7
# - actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7
# - actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
# - actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
# - docker/build-push-action@c3c9e263c25d99ce0380d002d59b67737d91b0dc # v7.4.0
# - docker/setup-buildx-action@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
#
# Container images used:
# - ghcr.io/github/gh-aw-firewall/agent:0.28.37@sha256:ead1415a77e3892d261c313b467470ed58fbcf4da9fcaab1d31d579d1c57dae1
# - ghcr.io/github/gh-aw-firewall/api-proxy:0.28.37@sha256:347f28353370d542000e78a3df90821cd6e47bdb2c597bb512893c253eb50d28
# - ghcr.io/github/gh-aw-firewall/squid:0.28.37@sha256:e9cacf87f23aad7236d07668bfd351d852d4ddf854b19f21ed9d2ffce4e527b5
# - ghcr.io/github/gh-aw-mcpg:v0.4.29@sha256:ec08867ac8a4823e01efb2de2ba85a313199bb7ae666ef70ae58effc162a9bf3
# - ghcr.io/github/gh-aw-node@sha256:11c2c544876cdbaffefe0f7f1283b74838c209654b4934a78e23ed11f750490f
# - ghcr.io/github/github-mcp-server:v1.12.2@sha256:508a0857ec762b1ab1cece29193345b501fab1dd9d1228a7b617062954cecac6
name: "On-Demand Agentic Workflow AIC Trend Audit"
on:
workflow_dispatch:
inputs:
aw_context:
default: ""
description: "Agent caller context (Reserved for Agentic Workflows)."
required: false
type: string
date_range:
default: -30d..-0d
description: "Date range for logs (format: <start>..<end>, 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
# Jobs receive only their explicitly declared permissions.
permissions: {}
concurrency:
group: "gh-aw-${{ github.workflow }}"
queue: max
run-name: "On-Demand Agentic Workflow AIC Trend Audit"
env:
OTEL_EXPORTER_OTLP_ENDPOINT: ${{ secrets.GH_AW_DEFAULT_OTLP_ENDPOINT || vars.GH_AW_DEFAULT_OTLP_ENDPOINT }}
OTEL_SERVICE_NAME: gh-aw.agentic-token-trend-audit
OTEL_RESOURCE_ATTRIBUTES: 'gh-aw.workflow.name=On-Demand%20Agentic%20Workflow%20AIC%20Trend%20Audit,gh-aw.repository=${{ github.repository }},gh-aw.run.id=${{ github.run_id }},github.run_id=${{ github.run_id }},gh-aw.engine.id=codex'
OTEL_EXPORTER_OTLP_HEADERS: ${{ secrets.GH_AW_DEFAULT_OTLP_HEADERS }}
GH_AW_OTLP_ENDPOINTS: '[{"url":"${{ secrets.GH_AW_DEFAULT_OTLP_ENDPOINT || vars.GH_AW_DEFAULT_OTLP_ENDPOINT }}","headers":"${{ secrets.GH_AW_DEFAULT_OTLP_HEADERS }}"}]'
GH_AW_OTLP_IF_MISSING: ignore
jobs:
activation:
name: Activation
runs-on: ubuntu-slim
# Permissions for the activation job (workflow permissions default to none).
permissions:
actions: read
contents: read
env:
GH_AW_MAX_DAILY_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_DAILY_AI_CREDITS || '5000' }}
GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
outputs:
aw_context: ${{ steps.generate_aw_info.outputs.aw_context }}
comment_id: ""
comment_repo: ""
daily_ai_credits_estimated: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_estimated || '' }}
daily_ai_credits_exceeded: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_exceeded == 'true' }}
daily_ai_credits_guardrail_error: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_guardrail_error || '' }}
daily_ai_credits_guardrail_status: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_guardrail_status || '' }}
daily_ai_credits_threshold: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_threshold || '' }}
daily_ai_credits_total: ${{ steps.daily-ai-credits-workflow-guardrail.outputs.daily_ai_credits_total || '' }}
engine_id: ${{ steps.generate_aw_info.outputs.engine_id }}
lockdown_check_failed: ${{ steps.generate_aw_info.outputs.lockdown_check_failed == 'true' }}
model: ${{ steps.generate_aw_info.outputs.model }}
oauth_token_check_failed: ${{ steps.check-oauth-tokens.outputs.oauth_token_check_failed == 'true' }}
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@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
with:
repository: github/gh-aw
sparse-checkout: |
actions
fetch-depth: 1
clean: false
persist-credentials: false
- name: Setup Scripts
id: setup
uses: ./actions/setup
with:
destination: ${{ runner.temp }}/gh-aw/actions
job-name: ${{ github.job }}
safe-output-artifact-client: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
env:
GH_AW_SETUP_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC Trend Audit"
GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }}
GH_AW_INFO_VERSION: "0.159.3"
GH_AW_INFO_AWF_VERSION: "v0.28.37"
GH_AW_INFO_ENGINE_ID: "codex"
GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
- name: Mask OTLP telemetry headers
run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
- name: Generate agentic run info
id: generate_aw_info
env:
GH_AW_INFO_ENGINE_ID: "codex"
GH_AW_INFO_ENGINE_NAME: "Codex"
GH_AW_INFO_MODEL: "copilot/gpt-6-sol"
GH_AW_INFO_VERSION: "0.159.3"
GH_AW_INFO_AGENT_VERSION: "0.159.3"
GH_AW_INFO_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC 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","python"]'
GH_AW_INFO_FIREWALL_ENABLED: "true"
GH_AW_INFO_AWF_VERSION: "v0.28.37"
GH_AW_INFO_AWMG_VERSION: ""
GH_AW_INFO_FIREWALL_TYPE: "squid"
GH_AW_INFO_AGENT_RUNTIME: ""
GH_AW_COMPILED_STRICT: "true"
GH_AW_INFO_FEATURES: '{"gh-aw-detection":true}'
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
with:
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io, getOctokit);
const { main } = require(path.join(actionsDir, 'generate_aw_info.cjs'));
await main(core, context);
- name: Restore daily AIC scan observations
id: restore-daily-aic-cache-fallback
if: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
env:
GH_AW_HAS_SLASH_COMMAND: "false"
GH_AW_HAS_LABEL_COMMAND: "false"
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io, getOctokit);
const { main } = require(path.join(actionsDir, 'restore_aic_scan_cache.cjs'));
await main();
- name: Check daily workflow token guardrail
id: daily-ai-credits-workflow-guardrail
if: ${{ env.GH_AW_MAX_DAILY_AI_CREDITS != '' }}
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
env:
GH_AW_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC 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_HAS_SLASH_COMMAND: "false"
GH_AW_HAS_LABEL_COMMAND: "false"
GH_AW_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
GH_AW_MAX_DAILY_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_DAILY_AI_CREDITS || '5000' }}
GH_AW_MAX_AI_CREDITS: ${{ vars.GH_AW_DEFAULT_MAX_AI_CREDITS || '1000' }}
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io, getOctokit);
const { main } = require(path.join(actionsDir, 'check_daily_aic_workflow_guardrail.cjs'));
await main();
- name: Publish daily AIC scan observations
if: always() && env.GH_AW_MAX_DAILY_AI_CREDITS != ''
continue-on-error: true
uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
with:
name: aic-usage-scan-v2
path: /tmp/gh-aw/agentic-workflow-usage-scan-v2.jsonl
overwrite: true
if-no-files-found: ignore
retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '3' }}
- name: Validate COPILOT_GITHUB_TOKEN secret
id: validate-secret
run: bash "${RUNNER_TEMP}/gh-aw/actions/validate_multi_secret.sh" COPILOT_GITHUB_TOKEN Codex https://github.github.com/gh-aw/reference/engines/#github-copilot-default
env:
COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
- name: Check for OAuth tokens
id: check-oauth-tokens
run: bash "${RUNNER_TEMP}/gh-aw/actions/check_oauth_tokens.sh"
env:
COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
- name: Checkout .github and .agents folders
uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
with:
persist-credentials: false
sparse-checkout: |
.github
.agents
actions/setup
.claude
.codex
.gemini
.pi
sparse-checkout-cone-mode: true
fetch-depth: 1
- name: Save agent config folders for base branch restoration
env:
GH_AW_AGENT_FOLDERS: ".agents .codex .github"
GH_AW_AGENT_FILES: "AGENTS.md"
run: |
bash "${RUNNER_TEMP}/gh-aw/actions/save_base_github_folders.sh"
- name: Check workflow lock file
id: check-lock-file
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
env:
GH_AW_WORKFLOW_FILE: "agentic-token-trend-audit.lock.yml"
GH_AW_CONTEXT_WORKFLOW_REF: "${{ github.workflow_ref }}"
with:
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io, getOctokit);
const { main } = require(path.join(actionsDir, 'check_workflow_timestamp_api.cjs'));
await main();
- name: Log runtime features
if: ${{ contains(toJSON(vars), '"GH_AW_RUNTIME_FEATURES":') }}
run: bash "${RUNNER_TEMP}/gh-aw/actions/log_runtime_features_summary.sh"
- name: Create prompt with built-in context
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
env:
GH_AW_ACTIONS_DIR: ${{ runner.temp }}/gh-aw/actions
GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
GH_AW_SAFE_OUTPUTS: ${{ runner.temp }}/gh-aw/safeoutputs/outputs.jsonl
GH_AW_PROMPT_CONFIG: "{\"items\":[{\"content_env\":\"GH_AW_PROMPT_CONTENT_0000\"},{\"file\":\"xpia.md\"},{\"file\":\"temp_folder_prompt.md\"},{\"file\":\"markdown.md\"},{\"file\":\"safe_outputs_mcp_transport_prompt.md\"},{\"file\":\"safe_outputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0001\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0002\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0003\"},{\"file\":\"mcp_cli_tools_with_safeoutputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0004\"},{\"file\":\"github_mcp_tools_with_safeoutputs_prompt.md\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0005\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0006\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0007\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0008\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0009\"},{\"content_env\":\"GH_AW_PROMPT_CONTENT_0010\"}],\"system_item_count\":13}"
GH_AW_EXPR_76DF9333: ${{ github.event.pull_request.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'pull_request' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
GH_AW_EXPR_77C1A4D2: ${{ github.event.comment.id || fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').comment_id }}
GH_AW_EXPR_7C248226: ${{ github.event.issue.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'issue' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
GH_AW_EXPR_C19C384F: ${{ github.event.discussion.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'discussion' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
GH_AW_GITHUB_ACTOR: ${{ github.actor }}
GH_AW_GITHUB_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_PROMPT_CONTENT_0000: "<system>\n"
GH_AW_PROMPT_CONTENT_0001: "<safe-output-tools>\nTools: create_issue, upload_asset(max:5), missing_tool, missing_data, noop(max:2)\n"
GH_AW_PROMPT_CONTENT_0002: "\nupload_asset: provide a file path; returns a URL; assets are published after the workflow completes (safeoutputs).\n"
GH_AW_PROMPT_CONTENT_0003: "</safe-output-tools>\n"
GH_AW_PROMPT_CONTENT_0004: "<github-context>\nThe following GitHub context information is available for this workflow:\n{{#if github.actor}}\n- **actor**: __GH_AW_GITHUB_ACTOR__\n{{/if}}\n{{#if github.repository}}\n- **repository**: __GH_AW_GITHUB_REPOSITORY__\n{{/if}}\n{{#if github.workspace}}\n- **workspace**: __GH_AW_GITHUB_WORKSPACE__\n{{/if}}\n{{#if github.event.issue.number || (github.aw.context.item_type == 'issue' && github.aw.context.item_number)}}\n- **issue-number**: #__GH_AW_EXPR_7C248226__\n{{/if}}\n{{#if github.event.discussion.number || (github.aw.context.item_type == 'discussion' && github.aw.context.item_number)}}\n- **discussion-number**: #__GH_AW_EXPR_C19C384F__\n{{/if}}\n{{#if github.event.pull_request.number || (github.aw.context.item_type == 'pull_request' && github.aw.context.item_number)}}\n- **pull-request-number**: #__GH_AW_EXPR_76DF9333__\n{{/if}}\n{{#if github.event.comment.id || github.aw.context.comment_id}}\n- **comment-id**: __GH_AW_EXPR_77C1A4D2__\n{{/if}}\n{{#if github.run_id}}\n- **workflow-run-id**: __GH_AW_GITHUB_RUN_ID__\n{{/if}}\n</github-context>\n\n"
GH_AW_PROMPT_CONTENT_0005: "</system>\n"
GH_AW_PROMPT_CONTENT_0006: "{{#runtime-import .github/workflows/shared/graders.md}}\n"
GH_AW_PROMPT_CONTENT_0007: "{{#runtime-import .github/workflows/shared/graders/state-revisit-probability-rep.md}}\n"
GH_AW_PROMPT_CONTENT_0008: "{{#runtime-import .github/workflows/shared/graders/recurrence-determinism.md}}\n"
GH_AW_PROMPT_CONTENT_0009: "{{#runtime-import .github/workflows/shared/graders/recurrence-laminarity.md}}\n"
GH_AW_PROMPT_CONTENT_0010: "{{#runtime-import .github/workflows/agentic-token-trend-audit.md}}\n"
with:
script: |
const { setupGlobals } = require(process.env.GH_AW_ACTIONS_DIR + '/setup_globals.cjs');
setupGlobals(core, github, context, exec, io, getOctokit);
const { main } = require(process.env.GH_AW_ACTIONS_DIR + '/create_prompt.cjs');
await main(core);
- name: Interpolate variables and render templates
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
env:
GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
GH_AW_ENGINE_ID: "codex"
GH_AW_GITHUB_EVENT_INPUTS_DATE_RANGE: ${{ github.event.inputs.date_range }}
GH_AW_GITHUB_REPOSITORY: ${{ github.repository }}
with:
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io, getOctokit);
const { main } = require(path.join(actionsDir, 'interpolate_prompt.cjs'));
await main();
- name: Substitute placeholders
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
env:
GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
GH_AW_EXPR_76DF9333: ${{ github.event.pull_request.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'pull_request' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
GH_AW_EXPR_77C1A4D2: ${{ github.event.comment.id || fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').comment_id }}
GH_AW_EXPR_7C248226: ${{ github.event.issue.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'issue' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
GH_AW_EXPR_C19C384F: ${{ github.event.discussion.number || (fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_type == 'discussion' && fromJSON(steps.generate_aw_info.outputs.aw_context || '{}').item_number) }}
GH_AW_GITHUB_ACTOR: ${{ github.actor }}
GH_AW_GITHUB_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 path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io, getOctokit);
const substitutePlaceholders = require(path.join(actionsDir, 'substitute_placeholders.cjs'));
// Call the substitution function
return await substitutePlaceholders({
file: process.env.GH_AW_PROMPT,
substitutions: {
GH_AW_EXPR_76DF9333: process.env.GH_AW_EXPR_76DF9333,
GH_AW_EXPR_77C1A4D2: process.env.GH_AW_EXPR_77C1A4D2,
GH_AW_EXPR_7C248226: process.env.GH_AW_EXPR_7C248226,
GH_AW_EXPR_C19C384F: process.env.GH_AW_EXPR_C19C384F,
GH_AW_GITHUB_ACTOR: process.env.GH_AW_GITHUB_ACTOR,
GH_AW_GITHUB_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: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
run: |
bash "${RUNNER_TEMP}/gh-aw/actions/validate_prompt_placeholders.sh"
- name: Print prompt
env:
GH_AW_PROMPT: ${{ runner.temp }}/gh-aw/aw-prompts/prompt.txt
run: |
bash "${RUNNER_TEMP}/gh-aw/actions/print_prompt_summary.sh"
- name: Upload info artifact
if: success() || failure()
uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
with:
name: info
path: /tmp/gh-aw/aw_info.json
if-no-files-found: ignore
retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '0' }}
- name: Stage prompt files for artifact upload
run: |
mkdir -p /tmp/gh-aw/aw-prompts
cp -a "${RUNNER_TEMP}/gh-aw/aw-prompts/." /tmp/gh-aw/aw-prompts/
- name: Upload activation artifact
if: success() || failure()
uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
with:
name: activation
include-hidden-files: true
path: |
/tmp/gh-aw/aw_info.json
/tmp/gh-aw/models.json
/tmp/gh-aw/aw-prompts/prompt.txt
/tmp/gh-aw/aw-prompts/system.txt
/tmp/gh-aw/aw-prompts/user.txt
/tmp/gh-aw/aw-prompts/prompt-template.txt
/tmp/gh-aw/aw-prompts/prompt-import-tree.json
/tmp/gh-aw/github_rate_limits.jsonl
/tmp/gh-aw/base
/tmp/gh-aw/.codex/agents
/tmp/gh-aw/.codex/skills
if-no-files-found: ignore
retention-days: ${{ vars.GH_AW_DEFAULT_ARTIFACT_RETENTION_DAYS || '1' }}
agent:
name: Agent
needs: activation
if: needs.activation.outputs.daily_ai_credits_exceeded != 'true'
runs-on: ubuntu-latest
# Permissions for the agent job (workflow permissions default to none).
permissions:
actions: read
contents: read
issues: read
pull-requests: read
timeout-minutes: 60
env:
DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
GH_AW_ASSETS_ALLOWED_EXTS: ".png,.jpg,.jpeg,.svg"
GH_AW_ASSETS_BRANCH: "assets/${{ github.workflow }}"
GH_AW_ASSETS_MAX_SIZE_KB: 10240
GH_AW_MCP_LOG_DIR: /tmp/gh-aw/mcp-logs/safeoutputs
GH_AW_PROJECT_UTC: "-08:00"
GH_AW_PR_HEAD_BASE_BRANCH: ""
GH_AW_PR_HEAD_BASE_PR_NUMBER: ""
GH_AW_PR_HEAD_BASE_REF: ""
GH_AW_PR_HEAD_BASE_REPO: ""
GH_AW_PR_HEAD_BASE_SHA: ""
GH_AW_PR_HEAD_REPO: ""
GH_AW_RUNTIME_FEATURES: ${{ vars.GH_AW_RUNTIME_FEATURES }}
GH_AW_WORKFLOW_ID_SANITIZED: agentictokentrendaudit
outputs:
agentic_engine_timeout: ${{ steps.detect-agent-errors.outputs.agentic_engine_timeout || 'false' }}
ai_credits_rate_limit_error: ${{ steps.parse-mcp-gateway.outputs.ai_credits_rate_limit_error || 'false' }}
aic: ${{ steps.parse-token-usage.outputs.aic }}
ambient_context: ${{ steps.parse-token-usage.outputs.ambient_context }}
checkout_pr_success: ${{ steps.checkout-pr.outputs.checkout_pr_success || 'true' }}
has_patch: ${{ steps.collect_output.outputs.has_patch }}
http_400_response_error: ${{ steps.detect-agent-errors.outputs.http_400_response_error || 'false' }}
inference_access_error: ${{ steps.detect-agent-errors.outputs.inference_access_error || 'false' }}
invocation_cap_exceeded: ${{ steps.detect-agent-errors.outputs.invocation_cap_exceeded || 'false' }}
max_cache_misses_exceeded: ${{ steps.detect-agent-errors.outputs.max_cache_misses_exceeded || 'false' }}
mcp_policy_error: ${{ steps.detect-agent-errors.outputs.mcp_policy_error || 'false' }}
missing_model_pricing_error: ${{ steps.detect-agent-errors.outputs.missing_model_pricing_error || 'false' }}
missing_model_pricing_model_name: ${{ steps.detect-agent-errors.outputs.missing_model_pricing_model_name || '' }}
model: ${{ 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 }}
shell_expansion_guard_rejected: ${{ steps.detect-agent-errors.outputs.shell_expansion_guard_rejected || 'false' }}
unknown_model_ai_credits: ${{ steps.parse-mcp-gateway.outputs.unknown_model_ai_credits || 'false' }}
steps:
- name: Checkout actions folder
uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
with:
repository: github/gh-aw
sparse-checkout: |
actions
fetch-depth: 1
clean: false
persist-credentials: false
- name: Setup Scripts
id: setup
uses: ./actions/setup
with:
destination: ${{ runner.temp }}/gh-aw/actions
job-name: ${{ github.job }}
trace-id: ${{ needs.activation.outputs.setup-trace-id }}
parent-span-id: ${{ needs.activation.outputs.setup-parent-span-id || needs.activation.outputs.setup-span-id }}
env:
GH_AW_SETUP_WORKFLOW_NAME: "On-Demand Agentic Workflow AIC Trend Audit"
GH_AW_CURRENT_WORKFLOW_REF: ${{ github.repository }}/.github/workflows/agentic-token-trend-audit.lock.yml@${{ github.ref }}
GH_AW_INFO_VERSION: "0.159.3"
GH_AW_INFO_AWF_VERSION: "v0.28.37"
GH_AW_INFO_ENGINE_ID: "codex"
GH_AW_SETUP_AW_CONTEXT: ${{ inputs.aw_context }}
- name: Set runtime paths
id: set-runtime-paths
env:
GH_AW_RUNNER_TOOL_CACHE: ${{ runner.tool_cache }}
run: | # zizmor: ignore[github-env] - runner.tool_cache is set by GitHub Actions, not user input.
if [ -z "${RUNNER_TOOL_CACHE:-}" ]; then
echo "RUNNER_TOOL_CACHE=${GH_AW_RUNNER_TOOL_CACHE}" >> "$GITHUB_ENV"
fi
{
echo "GH_AW_SAFE_OUTPUTS=${RUNNER_TEMP}/gh-aw/safeoutputs/outputs.jsonl"
echo "GH_AW_SAFE_OUTPUTS_CONFIG_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/config.json"
echo "GH_AW_SAFE_OUTPUTS_TOOLS_PATH=${RUNNER_TEMP}/gh-aw/safeoutputs/tools.json"
} >> "$GITHUB_OUTPUT"
- name: Mask OTLP telemetry headers
run: bash "${RUNNER_TEMP}/gh-aw/actions/mask_otlp_headers.sh"
- name: Check OTLP telemetry configuration
run: bash "${RUNNER_TEMP}/gh-aw/actions/check_otlp_default_credentials.sh"
- name: Checkout repository (gh-aw default)
uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
with:
persist-credentials: false
- name: Setup Go for CLI build
uses: actions/setup-go@b7ad1dad31e06c5925ef5d2fc7ad053ef454303e # v7
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@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
- name: Build gh-aw Docker image
uses: docker/build-push-action@c3c9e263c25d99ce0380d002d59b67737d91b0dc # v7.4.0
with:
context: .
platforms: linux/amd64
push: false
load: true
tags: localhost/gh-aw:dev
build-args: |
BINARY=dist/gh-aw-linux-amd64
- name: Initialize agent execution evidence
run: |
mkdir -p "/tmp/gh-aw"
evidence_tmp="/tmp/gh-aw/agent_execution.json.tmp"
printf '{"version":1,"component":"agent","run_id":%s,"run_attempt":%s,"state":"not_started"}\n' "$GITHUB_RUN_ID" "$GITHUB_RUN_ATTEMPT" > "$evidence_tmp"
mv "$evidence_tmp" "/tmp/gh-aw/agent_execution.json"
- name: 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: Download activation artifact
uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
with:
name: activation
path: /tmp/gh-aw
- name: Setup Python
uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
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: $DATE_RANGE\"\n echo \"Expected format: <start>..<end> (for example 2026-05-01..2026-05-31 or -30d..now)\"\n exit 1\nfi\n\nSTART_DATE=\"${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"
- name: Configure Git credentials
env:
GITHUB_REPOSITORY: ${{ github.repository }}
GITHUB_SERVER_URL: ${{ github.server_url }}
GITHUB_TOKEN: ${{ github.token }}
run: bash "${RUNNER_TEMP}/gh-aw/actions/configure_git_credentials.sh"
- name: Checkout PR branch
id: checkout-pr
if: |
github.event.pull_request || github.event.issue.pull_request || github.event_name == 'workflow_dispatch'
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
env:
GH_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
with:
github-token: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io, getOctokit);
const { main } = require(path.join(actionsDir, 'checkout_pr_branch.cjs'));
await main();
- name: Setup Node.js
uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7
with:
node-version: '24'
package-manager-cache: false
- name: Install Codex CLI
run: npm install --ignore-scripts -g @openai/codex@0.159.3
- name: Install AWF binary
run: bash "${RUNNER_TEMP}/gh-aw/actions/install_awf_binary.sh" v0.28.37 --rootless
- name: Determine automatic lockdown mode for GitHub MCP Server
id: determine-automatic-lockdown
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
env:
GH_AW_GITHUB_TOKEN: ${{ secrets.GH_AW_GITHUB_TOKEN }}
GH_AW_GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN }}
with:
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const determineAutomaticLockdown = require(path.join(actionsDir, 'determine_automatic_lockdown.cjs'));
await determineAutomaticLockdown(github, context, core);
- name: Restore agent config folders from base branch
if: steps.checkout-pr.outcome == 'success'
env:
GH_AW_AGENT_FOLDERS: ".agents .codex .github"
GH_AW_AGENT_FILES: "AGENTS.md"
run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_base_github_folders.sh"
- name: Restore inline sub-agents from activation artifact
env:
GH_AW_SUB_AGENT_DIR: ".codex/agents"
GH_AW_SUB_AGENT_EXT: ".md"
run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_sub_agents.sh"
- name: Restore inline skills from activation artifact
env:
GH_AW_SKILL_DIR: ".codex/skills"
run: bash "${RUNNER_TEMP}/gh-aw/actions/restore_inline_skills.sh"
- name: Download container images
run: bash "${RUNNER_TEMP}/gh-aw/actions/download_docker_images.sh" ghcr.io/github/gh-aw-firewall/agent:0.28.37@sha256:ead1415a77e3892d261c313b467470ed58fbcf4da9fcaab1d31d579d1c57dae1 ghcr.io/github/gh-aw-firewall/api-proxy:0.28.37@sha256:347f28353370d542000e78a3df90821cd6e47bdb2c597bb512893c253eb50d28 ghcr.io/github/gh-aw-firewall/squid:0.28.37@sha256:e9cacf87f23aad7236d07668bfd351d852d4ddf854b19f21ed9d2ffce4e527b5 ghcr.io/github/gh-aw-mcpg:v0.4.29@sha256:ec08867ac8a4823e01efb2de2ba85a313199bb7ae666ef70ae58effc162a9bf3 ghcr.io/github/gh-aw-node@sha256:11c2c544876cdbaffefe0f7f1283b74838c209654b4934a78e23ed11f750490f ghcr.io/github/github-mcp-server:v1.12.2@sha256:508a0857ec762b1ab1cece29193345b501fab1dd9d1228a7b617062954cecac6
- name: Configure Codex
run: |
set -o pipefail
codex debug models --bundled | "$(command -v node)" "${RUNNER_TEMP}/gh-aw/actions/convert_gateway_config_codex.cjs" --direct-tools
"$(command -v node)" "${RUNNER_TEMP}/gh-aw/actions/convert_gateway_config_codex.cjs" --bootstrap
env:
CODEX_HOME: /tmp/gh-aw/mcp-config
GH_AW_CODEX_CONFIG_JSON: '{"defaults":{"features":{"code_mode":false,"code_mode_only":false,"plugins":false,"shell_tool":false},"history":{"persistence":"none"},"mcp_servers":{"agenticworkflows":{"startup_timeout_sec":120,"tool_timeout_sec":60},"github":{"http_headers":{"User-Agent":"on-demand-agentic-workflow-aic-trend-audit"},"startup_timeout_sec":120,"tool_timeout_sec":60},"safeoutputs":{"startup_timeout_sec":120,"tool_timeout_sec":60}},"model_catalog_json":"/tmp/gh-aw/mcp-config/models.json","model_provider":"openai-proxy","model_providers":{"openai-proxy":{"base_url":"http://172.30.0.30:10002","env_key":"CODEX_API_KEY","name":"OpenAI AWF proxy","requires_openai_auth":false,"supports_websockets":false,"wire_api":"responses"}},"otel":{"metrics_exporter":"none"},"shell_environment_policy":{"ignore_default_excludes":false,"include_only":["ALL_PROXY","CURL_CA_BUNDLE","GITHUB_WORKSPACE","GIT_AUTHOR_EMAIL","GIT_AUTHOR_NAME","GIT_COMMITTER_EMAIL","GIT_COMMITTER_NAME","HOME","HTTPS_PROXY","HTTP_PROXY","LANG","LC_ALL","LC_CTYPE","LOGNAME","NODE_EXTRA_CA_CERTS","NO_PROXY","PATH","PLAYWRIGHT_BROWSERS_PATH","REQUESTS_CA_BUNDLE","RUNNER_TEMP","RUNNER_TOOL_CACHE","SHELL","SSL_CERT_DIR","SSL_CERT_FILE","TEMP","TMP","TMPDIR","USER","all_proxy","http_proxy","https_proxy","no_proxy"],"inherit":"all"}},"overrides":{},"disablePlugins":true}'
- 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: ${{ github.token }}
- name: Copy gh-aw binary for MCP Server
run: |
bash "${RUNNER_TEMP}/gh-aw/actions/copy_gh_aw_binary_for_mcp.sh"
- name: Prepare Safe Outputs Directories
run: |
mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs"
mkdir -p /tmp/gh-aw/safeoutputs
mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
mkdir -p "${RUNNER_TEMP}/gh-aw/safeoutputs/assets"
- name: Generate Safe Outputs Config
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
env:
GH_AW_FILE_ROOT: "${{ runner.temp }}/gh-aw"
GH_AW_FILE_CONFIG: "{\"files\":[{\"path\":\"safeoutputs/config.json\",\"content_env\":\"GH_AW_SAFE_OUTPUTS_CONFIG\"}]}"
GH_AW_SAFE_OUTPUTS_CONFIG: "{\"create_issue\":{\"close_older_issues\":true,\"expires\":72,\"max\":1,\"title_prefix\":\"[agentic-token-trend-audit] \"},\"create_report_incomplete_issue\":{},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":2,\"report-as-issue\":\"false\"},\"report_incomplete\":{},\"upload_asset\":{\"allowed-exts\":[\".png\",\".jpg\",\".jpeg\",\".svg\"],\"branch\":\"assets/${GITHUB_WORKFLOW}\",\"max\":5,\"max-size\":10240}}"
GITHUB_WORKFLOW: ${{ github.workflow }}
with:
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io, getOctokit);
const { main } = require(path.join(actionsDir, 'create_files.cjs'));
await main();
- name: Generate Safe Outputs Tools
env:
GH_AW_TOOLS_META_JSON: |
{
"description_suffixes": {
"create_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": {
"blocked_by": {},
"body": {
"required": true,
"type": "string",
"sanitize": true,
"maxLength": 65000,
"minLength": 20
},
"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
}
},
"collapseData": true
},
"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": 2,
"fields": {
"message": {
"required": true,
"type": "string",
"sanitize": true,
"maxLength": 65000
}
}
},
"report_incomplete": {
"defaultMax": 5,
"fields": {
"details": {
"type": "string",
"sanitize": true,
"maxLength": 65000
},
"reason": {
"required": true,
"type": "string",
"sanitize": true,
"maxLength": 1024
}
}
},
"upload_asset": {
"defaultMax": 10,
"fields": {
"path": {
"required": true,
"type": "string"
}
}
}
}
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
with:
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io, getOctokit);
const { main } = require(path.join(actionsDir, 'generate_safe_outputs_tools.cjs'));
await main();
- name: Start MCP Gateway
id: start-mcp-gateway
env:
CODEX_HOME: /tmp/gh-aw/mcp-config
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_POLICY_ALLOW_CREATE_PULL_REQUEST: ${{ vars.GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST || 'true' }}
GH_AW_SAFE_OUTPUTS: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS }}
GH_AW_SAFE_OUTPUTS_CONFIG_PATH: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS_CONFIG_PATH }}
GH_AW_SAFE_OUTPUTS_TOOLS_PATH: ${{ steps.set-runtime-paths.outputs.GH_AW_SAFE_OUTPUTS_TOOLS_PATH }}
GH_AW_SINK_VISIBILITY: ${{ steps.determine-automatic-lockdown.outputs.visibility }}
GITHUB_MCP_GUARD_MIN_INTEGRITY: ${{ steps.determine-automatic-lockdown.outputs.min_integrity }}
GITHUB_MCP_GUARD_REPOS: ${{ steps.determine-automatic-lockdown.outputs.repos }}
GITHUB_MCP_SERVER_TOKEN: ${{ secrets.GH_AW_GITHUB_MCP_SERVER_TOKEN || secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
set -eo pipefail
mkdir -p "${RUNNER_TEMP}/gh-aw/mcp-config"
if [ -n "${GITHUB_EVENT_PATH:-}" ] && [ -r "${GITHUB_EVENT_PATH}" ]; then
GH_AW_SAFEOUTPUTS_EVENT_PATH="${RUNNER_TEMP}/gh-aw/safeoutputs/github_event.json"
cp "${GITHUB_EVENT_PATH}" "${GH_AW_SAFEOUTPUTS_EVENT_PATH}"
export GITHUB_EVENT_PATH="${GH_AW_SAFEOUTPUTS_EVENT_PATH}"
fi
# Export gateway environment variables for MCP config and gateway script
export MCP_GATEWAY_PORT="8080"
export MCP_GATEWAY_DOMAIN="awmg-mcpg"
export MCP_GATEWAY_HOST_DOMAIN="localhost"
MCP_GATEWAY_AGENT_ID=$(openssl rand -base64 45 | tr -d '/+=')
echo "::add-mask::${MCP_GATEWAY_AGENT_ID}"
export MCP_GATEWAY_AGENT_ID
export MCP_GATEWAY_PAYLOAD_DIR="/tmp/gh-aw/mcp-payloads"
mkdir -p "${MCP_GATEWAY_PAYLOAD_DIR}"
export MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD="524288"
export MCP_GATEWAY_ALLOWED_MOUNT_ROOTS="${GITHUB_WORKSPACE}:rw,${RUNNER_TEMP}/gh-aw:ro,${RUNNER_TEMP}/gh-aw/safeoutputs:rw,/opt:ro,/tmp:rw,/usr/bin/gh:ro"
export GH_AW_PR_HEAD_BASE_BRANCH="${GH_AW_PR_HEAD_BASE_BRANCH:-}"
export GH_AW_PR_HEAD_BASE_SHA="${GH_AW_PR_HEAD_BASE_SHA:-}"
export GH_AW_PR_HEAD_BASE_REPO="${GH_AW_PR_HEAD_BASE_REPO:-}"
export GH_AW_PR_HEAD_BASE_PR_NUMBER="${GH_AW_PR_HEAD_BASE_PR_NUMBER:-}"
export GH_AW_PR_HEAD_BASE_REF="${GH_AW_PR_HEAD_BASE_REF:-}"
export GH_AW_PR_HEAD_REPO="${GH_AW_PR_HEAD_REPO:-}"
export DEBUG="*"
export GH_AW_ENGINE="codex"
MCP_GATEWAY_UID=$(id -u 2>/dev/null || echo '0')
MCP_GATEWAY_GID=$(id -g 2>/dev/null || echo '0')
source "${RUNNER_TEMP}/gh-aw/actions/resolve_docker_socket_gid.sh"
export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network bridge -p 127.0.0.1:'"${MCP_GATEWAY_PORT}"':'"${MCP_GATEWAY_PORT}"' --name awmg-mcpg --add-host host.docker.internal:host-gateway --user '"${MCP_GATEWAY_UID}"':'"${MCP_GATEWAY_GID}"' --group-add '"${DOCKER_SOCK_GID}"' -v '"${DOCKER_SOCK_PATH}"':/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_AGENT_ID -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DOCKER_HOST=unix:///var/run/docker.sock -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_PR_HEAD_BASE_BRANCH -e GH_AW_PR_HEAD_BASE_SHA -e GH_AW_PR_HEAD_BASE_REPO -e GH_AW_PR_HEAD_BASE_PR_NUMBER -e GH_AW_PR_HEAD_BASE_REF -e GH_AW_PR_HEAD_REPO -e GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GH_AW_SINK_VISIBILITY -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e RUNNER_TEMP -e RUNNER_TOOL_CACHE -e MCP_GATEWAY_ALLOWED_MOUNT_ROOTS -e GITHUB_AW_OTEL_TRACE_ID -e GITHUB_AW_OTEL_PARENT_SPAN_ID -e OTEL_EXPORTER_OTLP_HEADERS -e CODEX_HOME -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw -v '"${RUNNER_TEMP}"'/gh-aw/safeoutputs:'"${RUNNER_TEMP}"'/gh-aw/safeoutputs:rw ghcr.io/github/gh-aw-mcpg:v0.4.29'
export GH_AW_CODEX_CONFIG="${RUNNER_TEMP}/gh-aw/mcp-config/codex-config.json"
# Generate JSON config for MCP gateway
GH_AW_NODE=$(which node 2>/dev/null || command -v node 2>/dev/null || echo node)
cat << GH_AW_MCP_CONFIG_6d327f4be61208dc_EOF | "$GH_AW_NODE" "${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.cjs"
{
"mcpServers": {
"agenticworkflows": {
"container": "localhost/gh-aw:dev",
"mounts": ["\${GITHUB_WORKSPACE}:\${GITHUB_WORKSPACE}:rw", "/tmp/gh-aw:/tmp/gh-aw:rw"],
"args": ["--network", "host", "-w", "\${GITHUB_WORKSPACE}"],
"env": {
"DEBUG": "*",
"GITHUB_TOKEN": "\${GITHUB_TOKEN}",
"GITHUB_ACTOR": "\${GITHUB_ACTOR}",
"GITHUB_REPOSITORY": "\${GITHUB_REPOSITORY}"
},
"guard-policies": {
"write-sink": {
"accept": [
"*"
],
"sink-visibility": "${GH_AW_SINK_VISIBILITY}"
}
}
},
"github": {
"container": "ghcr.io/github/github-mcp-server:v1.12.2",
"env": {
"GITHUB_FEATURES": "fields_param",
"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": {
"container": "ghcr.io/github/gh-aw-node",
"mounts": ["\${GITHUB_WORKSPACE}:\${GITHUB_WORKSPACE}:rw", "${RUNNER_TEMP}/gh-aw/safeoutputs:${RUNNER_TEMP}/gh-aw/safeoutputs:rw", "/tmp/gh-aw:/tmp/gh-aw:rw"],
"args": ["-w", "\${GITHUB_WORKSPACE}"],
"entrypoint": "sh",
"entrypointArgs": ["-c", "sh ${RUNNER_TEMP}/gh-aw/safeoutputs/start_safe_outputs_mcp.sh"],
"env": {
"DEBUG": "*",
"DEFAULT_BRANCH": "\${DEFAULT_BRANCH}",
"GH_AW_ASSETS_ALLOWED_EXTS": "\${GH_AW_ASSETS_ALLOWED_EXTS}",
"GH_AW_ASSETS_BRANCH": "\${GH_AW_ASSETS_BRANCH}",
"GH_AW_ASSETS_MAX_SIZE_KB": "\${GH_AW_ASSETS_MAX_SIZE_KB}",
"GH_AW_MCP_LOG_DIR": "\${GH_AW_MCP_LOG_DIR}",
"GH_AW_SAFE_OUTPUTS": "\${GH_AW_SAFE_OUTPUTS}",
"GH_AW_SAFE_OUTPUTS_CONFIG_PATH": "\${GH_AW_SAFE_OUTPUTS_CONFIG_PATH}",
"GH_AW_SAFE_OUTPUTS_TOOLS_PATH": "\${GH_AW_SAFE_OUTPUTS_TOOLS_PATH}",
"GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST": "\${GH_AW_POLICY_ALLOW_CREATE_PULL_REQUEST}",
"GH_AW_PR_HEAD_BASE_BRANCH": "\${GH_AW_PR_HEAD_BASE_BRANCH}",
"GH_AW_PR_HEAD_BASE_SHA": "\${GH_AW_PR_HEAD_BASE_SHA}",
"GH_AW_PR_HEAD_BASE_REPO": "\${GH_AW_PR_HEAD_BASE_REPO}",
"GH_AW_PR_HEAD_BASE_PR_NUMBER": "\${GH_AW_PR_HEAD_BASE_PR_NUMBER}",
"GH_AW_PR_HEAD_BASE_REF": "\${GH_AW_PR_HEAD_BASE_REF}",
"GH_AW_PR_HEAD_REPO": "\${GH_AW_PR_HEAD_REPO}",
"GITHUB_EVENT_NAME": "\${GITHUB_EVENT_NAME}",
"GITHUB_EVENT_PATH": "\${GITHUB_EVENT_PATH}",
"GITHUB_REPOSITORY": "\${GITHUB_REPOSITORY}",
"GITHUB_SHA": "\${GITHUB_SHA}",
"GITHUB_TOKEN": "\${GITHUB_TOKEN}",
"GITHUB_WORKSPACE": "\${GITHUB_WORKSPACE}",
"RUNNER_TEMP": "\${RUNNER_TEMP}"
},
"guard-policies": {
"write-sink": {
"accept": [
"*"
],
"sink-visibility": "${GH_AW_SINK_VISIBILITY}"
}
}
}
},
"gateway": {
"port": $MCP_GATEWAY_PORT,
"domain": "${MCP_GATEWAY_DOMAIN}",
"agentId": "${MCP_GATEWAY_AGENT_ID}",
"payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}",
"startupTimeout": 120,
"opentelemetry": {
"endpoint": "${OTEL_EXPORTER_OTLP_ENDPOINT}",
"traceId": "${GITHUB_AW_OTEL_TRACE_ID}",
"spanId": "${GITHUB_AW_OTEL_PARENT_SPAN_ID}"
}
}
}
GH_AW_MCP_CONFIG_6d327f4be61208dc_EOF
# Sync converter output to writable CODEX_HOME for Codex
mkdir -p "${CODEX_HOME}"
if [ "${RUNNER_TEMP}/gh-aw/mcp-config/config.toml" != "${CODEX_HOME}/config.toml" ]; then cp "${RUNNER_TEMP}/gh-aw/mcp-config/config.toml" "${CODEX_HOME}/config.toml"; fi
chmod 600 "${CODEX_HOME}/config.toml"
- name: Mount MCP servers as CLIs
id: mount-mcp-clis
continue-on-error: true
env:
MCP_GATEWAY_AGENT_ID: ${{ steps.start-mcp-gateway.outputs.gateway-agent-id }}
MCP_GATEWAY_DOMAIN: ${{ steps.start-mcp-gateway.outputs.gateway-domain }}
MCP_GATEWAY_PORT: ${{ steps.start-mcp-gateway.outputs.gateway-port }}
uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
with:
script: |
const path = require('path');
const actionsDir = path.join(process.env.RUNNER_TEMP, 'gh-aw', 'actions');
const { setupGlobals } = require(path.join(actionsDir, 'setup_globals.cjs'));
setupGlobals(core, github, context, exec, io);
const { main } = require(path.join(actionsDir, 'mount_mcp_as_cli.cjs'));
await main();
- name: Clean credentials
run: |
bash "${RUNNER_TEMP}/gh-aw/actions/clean_git_credentials.sh"
bash "${RUNNER_TEMP}/gh-aw/actions/verify_git_credentials.sh"
- name: Audit pre-agent workspace
id: pre_agent_audit
continue-on-error: true
run: bash "${RUNNER_TEMP}/gh-aw/actions/audit_pre_agent_workspace.sh"
- name: Execute Codex CLI
id: agentic_execution
timeout-minutes: 25
run: |
set -o pipefail
gh_aw_exit_code=0
trap 'gh_aw_exit_code=$?; mkdir -p /tmp/gh-aw >/dev/null 2>&1 || true; printf "%s" "$gh_aw_exit_code" > /tmp/gh-aw/agent_execution_exit_code.txt || true; if [ "$gh_aw_exit_code" -ne 0 ]; then echo "::error::Agent execution exited with code $gh_aw_exit_code"; fi' EXIT