code-reader-v2-cn

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

132|5|Updated Jan 31, 2026
One-click install
npx skills add https://github.com/notlate-cn/code-reader-skills --skill code-reader-v2-cn
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-reader-v2-cn
Source: https://github.com/notlate-cn/code-reader-skills/tree/main/code-reader-zh
Command: npx skills add https://github.com/notlate-cn/code-reader-skills --skill code-reader-v2-cn

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps developers truly understand code beyond superficial reading by applying cognitive science-based analysis, self-explanation, and retrieval practice.

Core Features & Use Cases

  • Three modes: Quick for a fast overview, Standard for thorough understanding, and Deep for deep mastery of large projects with parallel processing.
  • Structured reasoning: guided why/how prompts, self-explanation checks, and concept networks to connect ideas.
  • Application scenarios: code review, onboarding, architecture reasoning, and migration validation.

Quick Start

Paste the code you want to understand here and specify the mode (Quick, Standard, or Deep) to begin.

Frequently Asked Questions about code-reader-v2-cn

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I truly understand source code instead of just superficially reading it?

To truly understand source code, apply cognitive-science-based analysis and structured self-explanation prompts that guide your reasoning through why and how the logic works. This approach builds durable comprehension.

What is the best way to analyze a large codebase for deep mastery?

The best way to analyze a large codebase for deep mastery is using a Deep mode analysis tool that applies parallel processing and concept networks to connect architectural ideas across the entire project.

How does cognitive science help with code understanding?

Cognitive science helps with code understanding by utilizing guided why and how prompts, self-explanation checks, and retrieval practice to ensure you process the logic deeply rather than just memorizing syntax.

Can I get a fast overview of a small code snippet without a deep analysis?

You can get a fast overview of a small code snippet by using a Quick mode analysis, which provides an immediate summary without engaging the thorough reasoning required for large-scale project mastery.

Does this code analysis approach work for migration validation tasks?

Yes, this code analysis approach works for migration validation by performing structured reasoning and concept network checks to verify architectural integrity before and after the codebase transition.

How do I start analyzing code with structured questioning?

To start analyzing code with structured questioning, paste your source code and specify an analysis mode like Quick or Standard to trigger self-explanation prompts and concept network generation automatically.