skill-evaluator

Evaluate Clawdbot skills against a 25-criteria rubric for publish-readiness.

Updated Feb 28, 2026

Search Tags:#code quality #auditing #security review #rubric #skill evaluation #publish readiness

Ready to run

npx skills add https://github.com/ramirlm/skillshare-ramir --skill skill-evaluator-ramirlm

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-evaluator
Source: https://github.com/ramirlm/skillshare-ramir/tree/main/skill-evaluator
Command: npx skills add https://github.com/ramirlm/skillshare-ramir --skill skill-evaluator-ramirlm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill ensures that AI skills meet high standards of quality, reliability, and security before they are published, preventing the deployment of subpar or risky tools.

Core Features & Use Cases

Automated Checks: Performs structural validation, syntax checks, and security scans on skill code and metadata.
Manual Rubric Guidance: Provides a detailed rubric for human or AI assessment across 25 criteria.
Use Case: Before publishing a new skill that processes user data, run the skill-evaluator to ensure it adheres to security best practices and functions correctly according to the defined rubric.

Quick Start

Use the skill evaluator to assess the quality of the 'image-generator' skill.

Frequently Asked Questions about skill-evaluator

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

FAQPage Schema

How do I audit AI skills for publish readiness and security?▼

To audit AI skills for publish readiness, you evaluate them against a multi-framework rubric covering 25 criteria including security, reliability, and maintainability. This process combines automated structural checks with manual assessment to ensure quality.

What is a skill evaluation rubric and how does it work?▼

A skill evaluation rubric is a structured scoring framework that assesses quality across 25 criteria like functional suitability, performance, and agent-specific heuristics. It works by guiding both automated syntax checks and manual reviews to verify reliability.

Can I use a rubric to check code quality before publishing a skill?▼

Yes, you can use a detailed rubric to check code quality before publishing by running automated structural validation and security scans. This ensures the skill adheres to best practices and functions correctly according to defined criteria.

Does the skill evaluation process require manual assessment or is it fully automated?▼

The skill evaluation process requires both automated structural checks and manual assessment. Automated checks handle syntax and security scanning, while the manual rubric guides human or AI evaluation across 25 quality and reliability criteria.

What's the best way to perform a security review on AI agent skills?▼

The best way to perform a security review on AI agent skills is using a multi-framework rubric that includes dedicated security scans and structural validation. This identifies risks and ensures the tool meets publish-readiness standards before deployment.