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auto-review-loop-llm
wanshuiyin/Auto-claude-code-research-in-sleepSkill
Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".
Why this score
This repo hosts 10 skills, so its 17,731 stars are split between them (about 1,773 each) for scoring.
Popularity score: 83/100 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 43a5daf6f8a2, 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-review-loop-llm wanshuiyin/Auto-claude-code-research-in-sleep · Skill | 83 | ★ 18k | ≈51 always | 16d ago |
| review-loop stone16/harness-engineering-skills · Skill Both about loop | 55 | ★ 31 | ≈25 always | 2mo ago |
| independent-review-loop DheerG/swarms · Skill Both about loop | 48 | ★ 85 | ≈138 always | 3mo ago |
| auto-loop claude-world/director-mode-lite · Skill Both about auto and loop | 49 | ★ 80 | ≈25 always | 2mo ago |
| om-auto-review-pr open-mercato/open-mercato · Skill Both about auto | 73 | ★ 1.9k | ≈78 always | 16d ago |
| build-loop nelsonwerd/idea-to-ship-skills · Skill Both about loop | 50 | ★ 88 | ≈22 always | 3mo ago |