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notlate-cnnotlate-cnCommunity·2 Agent Skills Included

code-reader-skills

Deep source code analysis with cognitive science methods

Analyzes source code in three depth modes, from quick overviews to full mastery reports. Explains why each design decision was made instead of just describing what the code does. Eliminates shallow reading by forcing self-explanation tests, concept mapping, and transfer exercises. Supports Chinese and English, with automatic parallel processing for large projects.
132|5
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npx skills add notlate-cn/code-reader-skills --all -g -y
Available:

Tells your AI agent how the bilingual code analysis skills are structured, which analysis mode to pick, and how to keep both language versions consistent when running them.

All Skills in This Repository (2)

Pure Emerald Level Indicators
📦 In Repo
notlate-cnnotlate-cn

code-reader-v2-cn

Guide users through cognitive-science-based code analysis with structured questioning.

Community
Advanced
📦 In Repo
notlate-cnnotlate-cn

code-reader-v2-en

Analyze codebases across languages using Quick, Standard, and Deep modes.

Community
Advanced

Frequently Asked Questions

FAQPage Schema
How to install code-reader-skills?▼

Run `npx skills add notlate-cn/code-reader-skills --all -g -y` in your terminal to install both the Chinese and English versions globally.

What are the three analysis modes?▼

Quick mode gives a 5-10 minute overview, Standard mode explains design reasoning in 15-20 minutes, and Deep mode delivers full mastery reports with transfer tests in 30+ minutes.

How does it help me truly understand code?▼

It forces three WHY questions per concept, builds concept relationship maps, and runs application transfer tests so you verify real understanding instead of skimming.

Can it analyze large projects?▼

Yes. Deep mode automatically switches to parallel sub-agent processing for codebases over 2000 lines, then merges everything into one structured report.

Which programming languages are supported?▼

All mainstream languages work, including Python, JavaScript, TypeScript, Java, C++, Go, and Rust, plus frameworks and test files.

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