refine
Skill51 starsChanged 9 months agoNo licenceView on GitHub
Refines code through the refinements lenses with verified, behavior-preserving edits. Use when the user asks to refine a scope of code, such as a module, a directory, or the changes on a branch.
Other versions42 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 42
- PrimeIntellect-ai/prime-agent★ 22ksame name
- windmill-labs/windmill★ 18ksame name
- DAIR-AutoResearch/AutoSci★ 1.7ksame name
- PKU-DAIR/AutoSci★ 1.7ksame name
- skyllwt/AutoSci★ 1.7ksame name
- skyllwt/OmegaWiki★ 1.7ksame name
- AlexPEClub/ai-coding-starter-kit★ 382same name
- automagik-dev/genie★ 345same name
- namastexlabs/automagik-genie★ 345same name
- rsi-gear/gear★ 178same name
32 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use addskill, astra-fullreview and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
ryanportfolioSkilladdskill
Create, import, update, or install repository or personal skills; includes runtime ownership, resources, and discovery validation.
Also in 5 projects that use this
ryanportfolioSkillastra-fullreview
Full multi-agent Codex review on gpt-6-astra at medium reasoning. Same verified lifecycle as codex-fullreview. Use for /astra-fullreview or 'full Astra review with sub-reviewers'.
Also in 5 projects that use this
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文,过滤相关性,auto-ingest 高优先级论文,检测 SOTA 更新
Also in 5 projects that use this
LambenthanSkillexp-eval
实验判决门:Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
- +4 more from ryanportfolio
- +4 more from Lambenthan
In this repository17 other files it gives its agents.
- AGENTS.mdAGENTS.md
- akka-streamsSkill
- arrow-resourceSkill
- arrow-typed-errorsSkill
- cats-effect-ioSkill
- cats-effect-resourceSkill
- cats-mtl-typed-errorsSkill
- code-reviewingSkill
- code-reviewSkill
- compose-state-hoistingSkill
- create-skillSkill
- jspecify-nullnessSkill
- kotlin-context-parametersSkill
- kotlin-java-librarySkill
- mcp-accessSkill
- refinementsSkill
- scala-kindlings-derivationSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

