agentskill-expertise

Installation
SKILL.md

AgentSkill Expertise - Agent Skill Knowledge System

Overview

The complete knowledge system for Agent Skills. Not a how-to guide (that's what official docs are for) — this focuses on three things: why Skills are designed the way they are, what good design looks like, and where the common pitfalls are.

Any work involving Skills — creating, adjusting, reviewing, splitting, merging — should use this as the decision framework.


Core Understanding: What a Skill Actually Is

Three Levels of Understanding

Level Understanding What You Can Do Common Issue
Surface "Skills are a way to make AI remember instructions" Write syntactically correct Skills Treats Skills as fancy System Prompts
Mechanical "Skills implement Progressive Disclosure" Understands trigger mechanism and load flow Technically correct but poorly designed
Essential "Skills externalize knowledge into a format that AI can actively discover and load on demand" Design Skills that actually work
Installs
1
GitHub Stars
14
First Seen
Jul 10, 2026
agentskill-expertise — cablate/ai-toolkit