What I Do
I help teams run AI Coding Factory Autopilot as the standard delivery workflow:
- Create a feature branch per story (
ACF-###) - Create/link the work item (GitHub Issue or Azure DevOps Work Item)
- Create a PR with a consistent title/body format
- Generate and maintain an Evidence/Review Pack to support human review and governance
When to Use Me
Use this skill when you want “one workflow” that supports full-time employees:
- Starting work on a story and needing a PR immediately
- Enforcing Story → PR → Evidence Pack consistency across teams
- Keeping audit artifacts updated without manual overhead
Inputs
- Story file in
artifacts/stories/ACF-###*.md - Git remote configured (GitHub or Azure Repos)
- Credentials via environment variables (do not store secrets in repo)
Outputs
- Review pack:
artifacts/review-pack/ACF-###.md - Autopilot state (IDs/URLs only):
artifacts/autopilot/ACF-###.json - PR comment/thread: Evidence Pack marker
<!-- acf-autopilot:evidence -->
Commands
Start (branch + PR + initial artifacts)
python3 scripts/autopilot/autopilot.py start ACF-0123 --commit --push --draft
Evidence (run checks + post/update PR evidence comment)
python3 scripts/autopilot/autopilot.py evidence ACF-0123 --run-local
Optional full template verification:
python3 scripts/autopilot/autopilot.py evidence ACF-0123 --run-local --full-verify
Configuration
GitHub
GITHUB_TOKEN(orGH_TOKEN)GITHUB_REPOSITORY(owner/repo) if it can’t be inferred fromoriginGITHUB_API_URL(optional; GitHub Enterprise Server)
Azure DevOps
AZURE_DEVOPS_PATAZURE_DEVOPS_ORG_URL(e.g.,https://dev.azure.com/yourorg)AZURE_DEVOPS_PROJECTAZURE_DEVOPS_REPOAZURE_DEVOPS_WORK_ITEM_TYPE(optional; defaultUser Story)
Governance Notes
- Autopilot stores no secrets on disk; only IDs/URLs.
- If credentials are missing, Autopilot still generates local artifacts; use
--require-integrationto hard-fail. - PR creation requires the branch to be pushed; use
--push.
