File an issue. Walk away. Come back to a draft PR with green CI, AI review, and one human merge click left.This is the issue → mergeable PR pipeline. Three repos collaborate:
ai-workflows runs on GitHub Actions per consumer repo, claude-code-routines runs on Anthropic’s cloud cron, claude-code-plugins is the local Claude Code escape hatch.
The end-to-end shape
A human files the issue and clicks merge. Everything in between runs without supervision.The three layers
| Layer | Where it lives | When it runs | What it owns |
|---|---|---|---|
| Cloud pipelines | GitHub Actions (per consumer repo) | Event-triggered (issues, PRs, CI failures) | Triage, draft PR creation, CI auto-fix, final review gate, project routing |
| Scheduled routines | Anthropic cloud cron | Scheduled (cron 2×/day to weekly) | Org-wide maintenance: daily polish, issue solver, sentinel audit, weekly scorecard |
| Skills | Your laptop | Interactive (/ship from any Claude Code session) | The local escape hatch — finalize a PR you’re iterating on |
Where to go next
Issue → PR pipeline
The eight-step cloud flow on a target repo. Which trigger fires which file, who reviews, what gates merge.
Cloud pipelines
Reusable workflows and GH-AW imports behind the GitHub Actions automation surface.
Scheduled routines
Cron-scheduled Claude routines. Org-wide maintenance, no per-repo wiring.
Skills
Local Claude Code slash-commands —
/ship, /resolve-codeql — that close the loop on a PR you are iterating on.Source repos
ai-workflows · claude-code-routines · claude-code-plugins. The 30-second pitch lives at AI pipeline; this Automation section is the mechanics.