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chunhao-dev/skill-workshop

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A collection of AI skills — structured instructions that turn AI coding agents into specialized tools.

概览

A collection of — structured instructions that turn AI coding agents into specialized tools. Each skill is a self-contained folder with: - SKILL.md — The operation manual an AI agent follows step-by-step - Scripts/tools — Deterministic code the AI calls (not generates) - README.md — Human-readable explanation of what it does An AI skill is a structured document (SKILL.md) that tells an AI coding agent exactly how to accomplish a complex task. Instead of hoping the AI figures it out from a vague prompt, you give it precise steps, rules, and tools. AI handles judgment-based work (translation, analysis, decision-making). Fixed scripts handle deterministic work (rendering, validation, composition). This separation produces reliable, repeatable results. 1. Pick a skill folder 2. Feed its SKILL.md to your AI coding agent (Claude, GPT, Cursor, etc.) 3. Follow the instructions in the skill's README

README

Skill Workshop

A collection of AI skills — structured instructions that turn AI coding agents into specialized tools.

Each skill is a self-contained folder with:

  • SKILL.md — The operation manual an AI agent follows step-by-step
  • Scripts/tools — Deterministic code the AI calls (not generates)
  • README.md — Human-readable explanation of what it does

What’s an AI Skill?

An AI skill is a structured document (SKILL.md) that tells an AI coding agent exactly how to accomplish a complex task. Instead of hoping the AI figures it out from a vague prompt, you give it precise steps, rules, and tools.

The key insight: AI handles judgment-based work (translation, analysis, decision-making). Fixed scripts handle deterministic work (rendering, validation, composition). This separation produces reliable, repeatable results.

Available Skills

Skill Description
video-language-learning Turn any video into language learning material with bilingual subtitles + vocabulary cards

How to Use

  1. Pick a skill folder
  2. Feed its SKILL.md to your AI coding agent (Claude, GPT, Cursor, etc.)
  3. Follow the instructions in the skill’s README

License

MIT

在 GitHub 查看完整 README

推荐工具

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安装

npx skillfish add chunhao-dev/skill-workshop
新手？先看 mcpskill.org 教程 →