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.