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Autonomous review and fix loop v1.0.0
Use this resource to improve a research project through repeated review and fix rounds
New
- 391 downloads
- 152 likes
- 236 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install autonomous-review-fix-loopWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent submits your work to an external reviewer, applies the fixes and reviews again, in a loop. It stops once a positive assessment passes the defined policy or the maximum number of rounds is reached. You get the applied fixes and a log of each round.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: initialization, review rounds and recovery after context compaction
- SKILL.md: output protocols and stop criteria
Good fit for
- You want a paper improved through several critique and fix cycles
- You prefer to let rounds run rather than review each one yourself
Not for
Tags
- review
- loop
- fixes
- research
About
You say
“Run the review loop on my draft, with five rounds at most.”
Skill published by wanshuiyin under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to improve a research project through repeated review and fix rounds
- Review and adjust the result
Content preview
Files
- LICENSE1 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md73.8 KB
Origin and licence
Listed unmodified
- Author
- wanshuiyin
- Source
- github.com/wanshuiyin/auto-claude-code-research-in-sleep/tree/18bceb3c71c638bef58096274e1c9a6d323dbc0a/skills/auto-review-loop
- Licence
- MIT
Notice
« auto-review-loop » (wanshuiyin, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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