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Ahnd6474
Ahnd6474COMMUNITY
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skill-judge

Assess SKILL.md design quality across D1-D8 dimensions and generate evaluation reports.

Updated Mar 24, 2026
Search Tags:#anti-patterns#usability#progressive-disclosure#pattern-recognition#skill-evaluation#knowledge-delta
One-click install
npx skills add https://github.com/Ahnd6474/Jakal-flow --skill skill-judge-ahnd6474
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-judge
Source: https://github.com/Ahnd6474/Jakal-flow/tree/main/.skill-staging/skills/skill-judge
Command: npx skills add https://github.com/Ahnd6474/Jakal-flow --skill skill-judge-ahnd6474

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Skill Judge helps authors identify token waste and ensure SKILL.md skills reflect compressed expert knowledge with actionable improvements.

Core Features & Use Cases

  • Evaluates SKILL.md for knowledge delta, activation clarity, and anti-patterns.
  • Provides a structured 8-dimension assessment and a detailed improvement plan.
  • Useful for auditing, improving, and standardizing Skill packages.

Quick Start

Run Skill Judge on a target SKILL.md to generate a full evaluation report.

Frequently Asked Questions about skill-judge

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate SKILL.md quality and identify anti-patterns?▼

To evaluate SKILL.md quality, assess knowledge delta, loading discipline, and pattern recognition across eight dimensions to identify anti-patterns and generate a structured improvement report.

What is knowledge delta in skill evaluation?▼

Knowledge delta in skill evaluation measures whether a SKILL.md contains compressed expert knowledge rather than redundant information, ensuring it delivers meaningful value and actionable insights.

How do I score usability and progressive disclosure in a SKILL.md file?▼

You score usability and progressive disclosure by applying a structured assessment across D1-D8 dimensions, measuring activation clarity, pattern use, and adherence to safety guidelines.

Does skill evaluation work for auditing and standardizing multiple skill packages?▼

Yes, skill evaluation works for auditing and standardizing multiple skill packages by running assessments on target SKILL.md files to produce structured reports with scores and actionable improvements.

Why does my SKILL.md have token waste and how can I fix it?▼

Your SKILL.md has token waste because it likely contains anti-patterns and low knowledge delta; fix it by applying a structured evaluation report to implement actionable improvements and progressive disclosure.

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