ChangWenC/understanding-ladder

108 stars · Last commit 2026-10-06

Karpathy's understanding ladder as agent skills: auto-pick text, diagram, interactive HTML, or video storyboard for any explanation. Nothing cut. English + 中文.

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README preview

# understanding-ladder

**Agent skills that make LLM explanations easier to understand — built on Karpathy's understanding ladder.**

English | [中文](README.zh-CN.md)

[![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE) ![Agent Skills](https://img.shields.io/badge/Agent%20Skills-Claude%20Code%20%7C%20Codex%20%7C%20Cursor-d97757) ![Languages](https://img.shields.io/badge/output-English%20%7C%20中文-555)

![Before/after: a dense status update rewritten with every fact kept](docs/assets/hero-en.png)

```bash
npx skills add ChangWenC/understanding-ladder
```

**[Live demo →](https://changwenc.github.io/understanding-ladder/docs/demo/)** one explanation, rewritten at every rung.

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## Why

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