Does this skill automatically fix errors in other skills?

No, it identifies gaps and provides actionable remediation guidance, but the developer is responsible for implementing the suggested improvements.

What is the purpose of the Skill Quality Rubric?

It provides a structured way to evaluate the technical accuracy and effectiveness of Claude Code skills before they are used in production environments.

When is the best time to run a skill audit?

You should run an audit before promoting a skill to stable, after major dependency updates, or if a skill consistently produces low-quality agent outputs.

What are the 8 dimensions measured by this skill?

The rubric measures Accuracy, Completeness, Code Quality, Anti-pattern Coverage, Up-to-dateness, Progressive Disclosure, Trigger Discoverability, and Reference Depth.

Where are the audit results saved?

Audit results are generated as YAML files within the .ai/audits/ directory, allowing for easy tracking and review.

Skill Quality Rubric

Name: Skill Quality Rubric
Author: hjemmesidekongen

byhjemmesidekongen

0•

Herramientas para Desarrolladores

Evaluates and audits Claude Code skills using a standardized 8-dimension scoring framework to ensure technical accuracy and production readiness.

The Skill Quality Rubric provides a rigorous, objective framework for auditing the effectiveness of knowledge-based skills within the smedjen ecosystem. By assessing eight critical dimensions—including technical accuracy, code quality, and anti-pattern coverage—it enables developers to identify gaps, remediate weaknesses, and ensure that AI-driven workflows remain reliable and up-to-date. This tool is essential for teams looking to maintain high-quality standards across their custom Claude Code skill libraries, ensuring that every automated task meets professional-grade thresholds.

Características Principales

01Generates detailed audit reports in YAML format for version-controlled tracking

02Mandatory remediation guidance for any dimension scoring below acceptable levels

038-dimension evaluation framework covering accuracy, code quality, and discoverability

040 GitHub stars

05Standardized 1-5 scoring system with automated pass/fail thresholds

06Workflow integration for promoting skills from draft to stable status

Casos de Uso

01Performing quarterly quality sweeps to maintain the integrity of a large skill repository

02Vetting a newly developed skill before deploying it for team-wide use

03Updating existing skills after major framework or library version changes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hjemmesidekongen/ai skill-quality-rubric

For use in Claude.ai and ChatGPT

Características Principales

01Generates detailed audit reports in YAML format for version-controlled tracking

02Mandatory remediation guidance for any dimension scoring below acceptable levels

038-dimension evaluation framework covering accuracy, code quality, and discoverability

040 GitHub stars

05Standardized 1-5 scoring system with automated pass/fail thresholds

06Workflow integration for promoting skills from draft to stable status

Casos de Uso

01Performing quarterly quality sweeps to maintain the integrity of a large skill repository

02Vetting a newly developed skill before deploying it for team-wide use

03Updating existing skills after major framework or library version changes