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Updated 5mo ago

by Stars-Shen

Paper-insight-skill

文献结构化阅读与研究灵感工具箱：paper summarization, innovation judgment, related work drafting, idea incubation, paper-to-project transfer, and reproducibility check. 一个面向论文阅读、科研选题和 related work 写作的 Codex / Claude Skill：不只是把论文读薄，而是帮助你判断创新点、连接相关工作，并把局限性转化为可验证的研究方向。

Works with
  • Claude
  • Codex
View on GitHub (opens in a new tab)

73 GitHub stars (73)

+12 in 30 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Nov 5: +12 in total; the busiest day was Oct 23 with +3 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: +1 starsOct 9: 0 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: +1 starsOct 15: +1 starsOct 16: 0 starsOct 17: 0 starsOct 18: 0 starsOct 19: 0 starsOct 20: +1 starsOct 21: 0 starsOct 22: 0 starsOct 23: +3 starsOct 24: 0 starsOct 25: +1 starsOct 26: 0 starsOct 27: 0 starsOct 28: 0 starsOct 29: 0 starsOct 30: +3 starsOct 31: 0 starsNov 1: 0 starsNov 2: 0 starsNov 3: 0 starsNov 4: 0 starsNov 5: +1 stars
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  • 1 skill (1 skills found in its SKILL.md files)
  • 2 forks (2 forks)
  • 5mo ago last update (Last updated 5mo ago)

Install

Skills CLI

npx skills add Stars-Shen/Paper-insight-skill

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/Stars-Shen/Paper-insight-skillcp -r "Paper-insight-skill/paper-insight" ~/.claude/skills/

Copies the paper-insight skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add Stars-Shen/Paper-insight-skill

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • paper-insight

    Structured scholarly paper reading and research ideation. Use when Codex needs to read or summarize papers/PDFs, judge innovations, score paper quality and reading priority, compare related work, draft related work sections, expand a literature map with backward/forward citation chaining, identify limitations, incubate research ideas, propose feasible future research directions, map papers into t…

    paper-insight/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.