从概念到实践，从安装到创建——人工智能技能系统的完整指南。

Agent Skills 是一个开放标准（agentskills.io），允许你教 AI 如何工作。你不必每次对话都重复指令，只需写一次 SKILL.md 文件，AI 助手就能永远记住你的工作流程、偏好和质量标准。

这本书涵盖了所有内容：什么是技能，它们在底层如何运作，在哪里可以找到它们，如何安装和使用它们，如何创建自己的技能，以及6种高级设计模式——包括2026年出现的思想提炼模式。

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里面有什么

概念（第1-3章）——什么是技能，为什么Markdown文件能改变AI行为，以及使技能发挥作用的三大大型语言模型属性。

Agent Skills: The Complete Guide

From concept to practice, from installation to creation — the complete guide to AI skill systems.

Agent Skills is the open standard (agentskills.io) that lets you teach AI how you work. Instead of repeating instructions every conversation, you write a SKILL.md file once and your AI assistant remembers your workflow, preferences, and quality standards forever.

This book covers everything: what Skills are, how they work under the hood, where to find them, how to install and use them, how to create your own, and 6 advanced design patterns — including the thought-distillation pattern that emerged in 2026.

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What’s Inside

Concept (Ch 1-3) — What Skills are, why a Markdown file can change AI behavior, the three LLM properties that make Skills work.

Practice (Ch 4-6) — The Skills ecosystem (7 platforms compared), installing your first Skill, triggering and chaining Skills in real workflows.

Create (Ch 7-9) — Building Skills from scratch, the official skill-creator tool (Create/Eval/Improve/Benchmark modes), and 6 design patterns: Checklist, Options, Pipeline, Integration, Swarm, and Distillation.

Future (Ch 10) — Skills as team knowledge, the Skills economy, the Distillation Universe phenomenon, and Agents creating their own Skills.

Appendix — Recommended Skills list, SKILL.md templates, the author’s 27 Skills index, useful links, and glossary.

About the Author

Huashu — AI Native Coder, independent developer, and AI content creator with 300K+ followers. Creator of Cat Ring Light (App Store paid chart #1) and the “AI Coding Orange Book” series. Built 27 production Skills and open-sourced Nuwa.skill (1,000+ GitHub stars in 2 days).

• X/Twitter: @AlchainHust
• YouTube: @Alchain
• Bilibili: Huashu
• WeChat: Huashu (花叔)
• Website: huasheng.ai

Orange Book Series

This is the fourth book in the AI Coding Orange Book series:

1. Claude Code: From Beginner to Master — hands-on starter guide
2. Claude Code: Source Code Deep Dive — architecture analysis
3. Harness Engineering — methodology
4. Agent Skills — this book
5. OpenClaw — building your own AI
6. Polymarket Guide — prediction markets

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