skill-evaluation

Name: skill-evaluation
Availability: InStock
Author: usecompai

Evaluate AI skills via blind evaluation, rubric scoring, and defect diagnosis.

24|8|Updated Mar 9, 2026

Search Tags:#quality assurance #AI testing #skill evaluation #AI skill audit #skill reliability

Ready to run

npx skills add https://github.com/usecompai/compound-operations-model --skill skill-evaluation-usecompai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-evaluation
Source: https://github.com/usecompai/compound-operations-model/tree/main/skills/skill-evaluation
Command: npx skills add https://github.com/usecompai/compound-operations-model --skill skill-evaluation-usecompai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of ensuring the reliability and quality of AI skills by providing a comprehensive evaluation framework.

Core Features & Use Cases

Skill Evaluation: Offers a structured process to evaluate the effectiveness of AI skills.
Blind Evaluation: Enables unbiased assessment of skill outputs by using separate runners and judges.
Rubric Scoring: Utilizes a predefined rubric to score the skill based on various criteria.
Defect Diagnosis: Identifies and diagnoses issues within the skill for improvement.

Quick Start

Run the skill-evaluation process on a new skill to ensure its reliability and quality.

Frequently Asked Questions about skill-evaluation

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

FAQPage Schema

How do I evaluate AI skill reliability before deployment?▼

To evaluate AI skill reliability, use a structured process involving blind evaluation, rubric scoring, and defect diagnosis to validate quality and identify issues before deployment or periodic audits.

What is blind evaluation in AI testing?▼

Blind evaluation is an unbiased assessment method for AI testing that uses separate runners and judges to evaluate skill outputs, ensuring objective quality assurance and accurate defect diagnosis.

How do I diagnose defects in an AI skill?▼

Diagnose defects in an AI skill by applying a predefined rubric scoring system during the evaluation process to identify, analyze, and pinpoint specific issues for targeted improvement.

Can I use rubric scoring for any AI skill audit?▼

Yes, you can use rubric scoring for any AI skill audit. The evaluation framework is applicable to any skill requiring validation before deployment or during periodic quality audits.

What's the best way to ensure AI skill quality assurance?▼

The best way to ensure AI skill quality assurance is implementing a comprehensive evaluation framework that combines blind evaluation, rubric scoring, and defect diagnosis for reliable results.

When should I conduct a periodic AI skill audit?▼

Conduct a periodic AI skill audit when you need to validate ongoing skill reliability and quality, using the evaluation framework to ensure outputs remain effective after updates or deployment changes.