auto-loop
claude-world/director-mode-liteSkill
TDD-based autonomous development loop with checkpoint recovery and observability changelog
Why this score
This repo hosts 10 skills, so its 80 stars are split between them (about 8 each) for scoring.
Popularity score: 49/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 099306a98ec1, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneauto-loop claude-world/director-mode-lite · Skill | 49 | ★ 80 | ≈25 always | 2mo ago |
| auto-paper-improvement-loop wanshuiyin/Auto-claude-code-research-in-sleep · Skill Both about auto and loop | 83 | ★ 18k | ≈67 always | 16d ago |
| build-loop nelsonwerd/idea-to-ship-skills · Skill Both about loop | 50 | ★ 88 | ≈22 always | 3mo ago |
| loop-status UniM0cha/self-improving-skills · Skill Both about loop | 54 | ★ 47 | ≈40 always | 2mo ago |
| loop-engineering alvinunreal/oh-my-opencode-slim · Skill Both about loop | 79 | ★ 9.7k | ≈27 always | 16d ago |
| loop-engineer fltman/loop-engineer · Skill Both about loop | 54 | ★ 37 | ≈22 always | 4mo ago |