cobusgreyling/loop-engineering

Loop Engineering

Stop prompting. Design the loop. Get a score.

Start in 5 minutes · Quickstart · What do you want to do? · Refactor path · 中文 · Pattern picker

npx @cobusgreyling/loop init . --pattern daily-triage --tool claude
npx @cobusgreyling/loop doctor .

--tool defaults to claude if you omit it. Swap for grok, codex, or opencode. Week one is report-only.

You design a system that discovers work, hands it to agents, verifies results, and persists state — instead of typing the next prompt yourself.

New here? Quickstart · Refactor a project · Thin GitHub Action loop (no STATE.md required)

What do you want to do?

This is a pattern library for operating agents around a codebase. It is not a “rewrite the module” button.

| I want to… | Start here | |------------|------------| | Keep the repo healthy (issues, CI, deps) | Quickstart → daily-triage | | Land and babysit PRs | PR Babysitter | | Run a loop in GitHub Actions with almost no files | Thin loop | | Ship a feature or refactor (todos → small PRs) | Refactor / change path |

Full jobs table: docs/jobs.md.

Patterns

| Pattern | Cadence | Week 1 | Cost | |---------|---------|--------|------| | Daily Triage | 1d–2h | L1 report | Low | | Thin loop | event + 1d | L1 snapshot | Very low | | PR Babysitter | 5–15m | L1 watch | High | | CI Sweeper | 5–15m | L2 cautious | Very high | | Dependency Sweeper | 6h–1d | L2 patch-only | Medium | | Changelog Drafter | 1d or tag | L1 draft | Low | | Post-Merge Cleanup | 1d–6h | L1 off-peak | Low | | Issue Triage | 2h–1d | L1 propose-only | Low |

Interactive picker: showcase. Index: patterns/registry.yaml.

Getting started

npx @cobusgreyling/loop init . --pattern daily-triage --tool claude
npx @cobusgreyling/loop doctor .
npx @cobusgreyling/loop cost --pattern daily-triage --level L1

Empty repo → first STATE.md walkthrough: scripts/empty-to-state-demo.sh.

Roll out L1 report → L2 assisted → L3 unattended only after the verifier has been right for a week. See loop-design-checklist.

Loop Ready now weights recent runs harder than files on disk. A 30-day-old STATE.md is not L3.

Examples by tool

Claude Code (including the plugin) · Grok · Codex · OpenClaw · Opencode · GitHub Actions

Operating & safety

Failure modes · Anti-patterns · Safety · Operating loops · Stories (wins and failures)

Loop engineering amplifies judgment. Token costs can explode. Unattended loops make unattended mistakes. Read what the loop ships.

Help wanted

Docs and small PRs: first response within 48 hours.

• Add your project to adopters
• Share a story (failures first-class)
• Live good first issue list
• Show your loop · Ask anything

Sources

• Cobus Greyling — Loop Engineering
• Addy Osmani — Loop Engineering
• Lulla et al. 2026 — Building Blocks, Adoption, and Impact (this repo is the community reference they reviewed)
• Attribution

License

MIT