Skill Judge

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Skill Judge Evaluate Agent Skills against official specifications and patterns derived from 17+ official examples. Core Philosophy What is a Skill? A Skill is NOT a tutorial. A Skill is a knowledge externalization mechanism . Traditional AI knowledge is locked in model parameters. To teach new capabilities: Skills change this: This is the paradigm shift from "training AI" to "educating AI" — like a hot swappable LoRA adapter that requires no training. You edit a Markdown file in natural language, and the model's behavior changes. The Core Formula Good Skill = Expert only Knowledge − What Claude Already Knows A Skill's value is measured by its knowledge delta — the gap between what it provide…