skill-quality-auditor

Audit and score skills under .ai-context/skills, generating a ranked JSON report.

Updated Feb 19, 2026

Search Tags:#audit #dashboard #quality #skill #report #ranking

Ready to run

npx skills add https://github.com/jonnathan-ls/ai-context-kit --skill skill-quality-auditor-jonnathan-ls

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-quality-auditor
Source: https://github.com/jonnathan-ls/ai-context-kit/tree/main/skills/skill-quality-auditor
Command: npx skills add https://github.com/jonnathan-ls/ai-context-kit --skill skill-quality-auditor-jonnathan-ls

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Auditors and team leads need a consistent, objective way to assess the quality of skills defined in the repository, identify gaps, and prioritize improvements.

Core Features & Use Cases

Scoring and ranking: evaluate each skill using a transparent rubric and produce per-skill diagnostics.
Dashboard: generate a local HTML dashboard for quick human consumption.
Reporter: export a consolidated JSON with rankings, bands, and actionable recommendations.
Use Case: when a stakeholder asks to compare skills or identify weakest areas for training or refactoring.

Quick Start

Run the audit against all skills to produce JSON and HTML outputs, or specify a subset to focus on.

Frequently Asked Questions about skill-quality-auditor

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

FAQPage Schema

How do I audit and rank the quality of skills in a repository?▼

To audit skill quality, you can run a tool that evaluates skills under .ai-context/skills using a transparent rubric. It generates a ranked JSON report classifying skills as poor, fair, or good to support improvement prioritization.

What is the best way to visualize and compare skill quality scores?▼

Visualizing skill quality scores is best handled by generating a static HTML dashboard. This dashboard provides quick human consumption alongside a consolidated JSON file with rankings, bands, and actionable recommendations for comparison.

How does skill quality scoring work for identifying training gaps?▼

Skill quality scoring works by applying a transparent rubric to evaluate each skill and produce per-skill diagnostics. This deterministic process helps team leads identify weakest areas and prioritize refactoring or training efforts effectively.

Can I generate a quality report for a specific subset of skills?▼

Yes, you can generate a quality report for a specific subset of skills. The audit tool allows you to specify a subset to focus on, producing the same JSON and HTML outputs tailored to the selected skills rather than the entire repository.

Does skill quality auditing require external dependencies to run?▼

Skill quality auditing does not require external dependencies to run. The tool operates independently with scripts and references to evaluate skills and output deterministic results without needing additional packages or libraries.