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Updated 6mo ago

by notlate-cn

code-reader-skills

🧠 Cognitive science-based Claude Skills for deep code understanding | 基于认知科学的源代码深度理解工具

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

176 GitHub stars (176)

+9 in 20 days

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Oct 16: +9 in total; the busiest day was Oct 3 with +3 stars.Sep 27: 0 starsSep 28: 0 starsSep 29: 0 starsSep 30: 0 starsOct 1: 0 starsOct 2: 0 starsOct 3: +3 starsOct 4: 0 starsOct 5: 0 starsOct 6: +2 starsOct 7: 0 starsOct 8: 0 starsOct 9: +1 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: +1 starsOct 15: +1 starsOct 16: +1 stars
Stars gained between daily snapshots
PeriodNew stars
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Oct 3+3
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Oct 6+2
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Oct 9+1
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  • 2 skills (2 skills found in its SKILL.md files)
  • 8 forks (8 forks)
  • 6mo ago last update (Last updated 6mo ago)

Install

Skills CLI

npx skills add notlate-cn/code-reader-skills

Asks which skills and agents to install. Just one: npx skills add notlate-cn/code-reader-skills --skill code-reader-v2-en — add -g for every project.

Claude Code

git clone https://github.com/notlate-cn/code-reader-skillscp -r "code-reader-skills/code-reader-en" ~/.claude/skills/

Copies the code-reader-v2-en skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add notlate-cn/code-reader-skills

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.

  • code-reader-v2-en

    Cognitive science-based source code deep understanding assistant (English improved version). Supports 3 analysis modes: Quick (quick overview), Standard (standard understanding), Deep (deep mastery, auto-parallel for large projects). Combines elaborative interrogation, self-explanation testing, and retrieval practice to help truly understand and master code.

    code-reader-en/SKILL.md on GitHub (opens in a new tab)

  • code-reader-v2-cn

    基于认知科学的源代码深度理解助手（中文改进版）。支持三种分析模式：Quick（快速概览）、Standard（标准理解）、Deep（深度掌握，大型项目自动使用并行处理）。结合精细询问法、自我解释测试和检索练习，帮助真正理解和掌握代码。

    code-reader-zh/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.