Skill Judge FAQs

Question 1

What is 'Knowledge Delta' in skill design?

Accepted Answer

Knowledge Delta is the gap between what a skill provides and what the model already knows. High-quality skills focus on expert-only knowledge while removing redundant basic information to save tokens.

Question 2

What counts as a 'Red Flag' in a Claude Skill audit?

Accepted Answer

Red flags include explaining basic concepts Claude already knows (like how to write a for-loop), providing step-by-step tutorials for standard operations, or lacking specific 'NEVER' lists.

Question 3

How does Skill Judge differentiate between a Tool and a Skill?

Accepted Answer

A Tool defines what a model can do (execute actions like bash or search), while a Skill defines what a model knows how to do (guiding decisions and applying domain-specific frameworks).

Question 4

Why is the skill description so critical?

Accepted Answer

The description is the only field the Agent sees before activation. If it lacks clear 'What', 'When', and 'Keywords', the skill may never be triggered, regardless of how good its internal content is.

Question 5

What is the primary purpose of the Skill Judge skill?

Accepted Answer

Skill Judge is designed to evaluate and improve the design quality of other Claude Code Skills by scoring them against official specifications and best practices for knowledge externalization.

Skill Judge

主な機能

ユースケース

Skill Judge

主な機能

ユースケース