braumace/agent-skills-orange-book
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Agent Skills · 橙皮书系列 · Claude Code Skills 系统完全指南
개요
From concept to practice, from installation to creation — the complete guide to AI skill systems. 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. — What Skills are, why a Markdown file can change AI behavior, the three LLM properties that make Skills work. — The Skills ecosystem (7 platforms compared), installing your first Skill, triggering and chaining Skills in real workflows.
README
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.
Download
| Edition | |
|---|---|
| English | Agent-Skills-The-Complete-Guide-v260411.pdf |
| Chinese (中文) | Agent-Skills-橙皮书-v260411.pdf |
Preview
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:
- Claude Code: From Beginner to Master — hands-on starter guide
- Claude Code: Source Code Deep Dive — architecture analysis
- Harness Engineering — methodology
- Agent Skills — this book
- OpenClaw — building your own AI
- Polymarket Guide — prediction markets
License
This book is provided free of charge for personal and educational use. Do not redistribute for commercial purposes without permission.
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