skill-validator

Validate skills against a 9-category scoring rubric and generate actionable reports.

1|Updated Jan 10, 2026
One-click install
npx skills add https://github.com/Ameen-Alam/Personal-AI-Employee-system-Hackathon --skill skill-validator-ameen-alam
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-validator
Source: https://github.com/Ameen-Alam/Personal-AI-Employee-system-Hackathon/tree/main/.claude/skills/skill-validator
Command: npx skills add https://github.com/Ameen-Alam/Personal-AI-Employee-system-Hackathon --skill skill-validator-ameen-alam

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validates skills against production-level quality criteria to ensure they meet standardized quality gates before deployment.

Core Features & Use Cases

  • 9-category scoring: Evaluates Structure, Content, User Interaction, Documentation, Domain Standards, Technical Robustness, Maintainability, Zero-Shot Implementation, and Reusability.
  • Actionable validation reports: Produces a detailed score sheet, overall rating, any critical issues, and concrete improvement recommendations.
  • Audit-ready workflow: Used during Skill reviews, audits, and improvement cycles to drive consistent quality across skills.

Quick Start

Run the validator against a target skill’s SKILL.md to generate a complete report. Then review the Improvement Recommendations section to plan remediations.

Frequently Asked Questions about skill-validator

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

FAQPage Schema
How do I validate a skill against production-grade quality standards?

Skill validation evaluates your skill against nine quality categories: Structure, Content, User Interaction, Documentation, Domain Standards, Technical Robustness, Maintainability, Zero-Shot Implementation, and Reusability. Run the validator against your skill's SKILL.md file to generate a comprehensive report with scores, overall rating, and actionable improvement recommendations.

What does a skill validation report include?

A validation report provides category-by-category scores across nine dimensions, an overall quality rating, identification of any critical issues, and concrete remediation guidance. Use the report during skill reviews and audits to drive consistent quality and guide improvement cycles.

When should I run a skill validation?

Run validation during skill development reviews, before deployment, and throughout improvement cycles to ensure your skill meets production-level quality gates. Validation is audit-ready and designed to catch structural, content, documentation, and technical gaps early.

Can I use skill validation for audits and compliance checks?

Yes, the validator is built for audit workflows. It enforces evaluation across structure, documentation, domain standards, and technical robustness, producing standardized quality assessments suitable for compliance verification and skill review processes.

What quality dimensions does the validator assess?

The validator scores nine dimensions: Structure, Content Quality, User Interaction, Documentation, Domain Standards, Technical Robustness, Maintainability, Zero-Shot Implementation, and Reusability. Each dimension receives a score contributing to an overall production-readiness rating.