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Chanw-researchChanw-research/claude-code-paper-writing/skills/literature-review/research-refine/SKILL.md

research-refine

Skill42 starsChanged 6 months agoLPPL-1.3cView on GitHub

Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.

We split this skill into the rules it gives an agent

43 rules. 16 are common, 15 are distinctive, and 12 are very specific to this project.

  • 16

    Common

    Most of the 7 edited versions we read keep these.

  • 15

    Distinctive

    This author's own choices. Worth a look.

  • 12

    Very specific

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

Licensed with conditions — 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 7 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.

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