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AlexPEClubAlexPEClub/ai-coding-starter-kit/.claude/skills/refine/SKILL.md

refine

Skill382 starsChanged 9 months agoNo licenceView on GitHub

Always use when the user wants to discuss an exsiting feature or specification. Open an existing feature spec to improve, extend, or fundamentally challenge it. Pass the feature ID as argument (e.g. /refine PROJ-2).

We split this skill into the rules it gives an agent

13 rules. 0 are common, 6 are distinctive, and 7 are very specific to this project.

  • 0

    Common

    Most of the 36 edited versions we read keep these.

  • 6

    Distinctive

    This author's own choices. Worth a look.

  • 7

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 36 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

  • Other versions42 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 42

    1. PrimeIntellect-ai/prime-agent★ 22ksame name
    2. windmill-labs/windmill★ 18ksame name
    3. PKU-DAIR/AutoSci★ 1.7ksame name
    4. DAIR-AutoResearch/AutoSci★ 1.7ksame name
    5. skyllwt/AutoSci★ 1.7ksame name
    6. skyllwt/OmegaWiki★ 1.7ksame name
    7. automagik-dev/genie★ 345same name
    8. namastexlabs/automagik-genie★ 345same name
    9. rsi-gear/gear★ 178same name
    10. Lambenthan/empiricalwiki★ 85same 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.
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      Also in 5 projects that use this

    • LambenthanSkill

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      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

    • LambenthanSkill

      exp-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 repository9 other files it gives its agents.

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

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