skill-validator

Score skills against a nine-category rubric using SKILL.md frontmatter and references.

Updated Dec 30, 2025
One-click install
npx skills add https://github.com/Salmanferozkhan/Cloud-and-fast-api --skill skill-validator-salmanferozkhan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-validator
Source: https://github.com/Salmanferozkhan/Cloud-and-fast-api/tree/main/.claude/skills/skill-validator
Command: npx skills add https://github.com/Salmanferozkhan/Cloud-and-fast-api --skill skill-validator-salmanferozkhan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validates skills against production-grade quality by applying a comprehensive 9-category rubric and generating actionable reports.

Core Features & Use Cases

  • Nine-category scoring covering Structure & Anatomy, Content Quality, User Interaction, Documentation, Domain Standards, Technical Robustness, Maintainability, Zero-Shot Implementation, and Reusability.
  • Produces a detailed score breakdown, overall rating, and remediation guidance for improvements.
  • Reads SKILL.md frontmatter and references to assess conformity and identify improvement opportunities.

Quick Start

Run the validator against a Skill's SKILL.md to generate a structured quality report.

Frequently Asked Questions about skill-validator

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

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

To validate skill quality, inspect the SKILL.md frontmatter and references directory to score structure, content, documentation, and robustness using a nine-category rubric, generating a detailed validation report with remediation guidance.

What is a skill validation rubric and how does it score documentation?

A skill validation rubric scores documentation and eight other categories by inspecting SKILL.md frontmatter and references to evaluate content quality, domain standards, and maintainability, returning a structured report with category scores and an overall rating.

Can I audit SKILL.md frontmatter for zero-shot implementation readiness?

Yes, you can audit SKILL.md frontmatter for zero-shot implementation readiness by applying a production-grade quality rubric that evaluates reusability and interaction criteria to determine if the skill performs without prior examples.

Does the skill validation report include remediation steps for code quality?

Yes, the skill validation report includes recommended remediation steps for code quality and other deficiencies, generating actionable guidance to improve production-grade compliance after scoring across nine categories like technical robustness and maintainability.

What's the best way to assess skill structure and anatomy before deployment?

The best way to assess skill structure and anatomy before deployment is to run a validator against the SKILL.md file that evaluates the references directory and frontmatter to ensure conformity with domain standards and production-grade quality criteria.