What is the primary purpose of review-multi?

It provides a systematic framework to assess the quality, structure, and production-readiness of Claude Code skills through multi-dimensional assessment.

How does the scoring system work?

It evaluates skills on a 1-5 scale across five dimensions (Structure, Content, Quality, Usability, Integration), resulting in a weighted average and a letter grade (A-F).

What are the requirements for production readiness?

A skill is considered production-ready if it achieves an overall score of 4.5 or higher (Grade A), or 4.0-4.4 with minor documented improvements (Grade B+).

Is the review process fully automated?

The process is hybrid: structural checks are 95% automated using Python scripts, while dimensions like usability and content involve guided manual assessment for higher accuracy.

Can I use this for internal team standards?

Yes, review-multi is designed to calibrate quality assessment across multiple reviewers to ensure consistency across a skill ecosystem.

Multi-Dimensional Skill Reviewer

Name: Multi-Dimensional Skill Reviewer
Author: adaptationio

byadaptationio

安全与测试

Conducts comprehensive quality assurance reviews of Claude Code skills using standardized rubrics and automated validation.

关于

Review-multi provides a systematic framework for evaluating Claude Code skills across five critical dimensions: structure, content, quality, usability, and integration. By combining automated script-based checks with guided manual assessments, it generates objective quality scores and actionable improvement recommendations. This skill is essential for developers who need to ensure their custom Claude capabilities are production-ready, well-documented, and consistent with ecosystem standards before deployment.

主要功能

Standardized rubrics for objective manual assessments
Automated structural validation with Python-based scripts
Actionable improvement recommendations and grade mapping
Multi-dimensional scoring system across 5 quality axes
0 GitHub stars
Production-readiness checklists and validation reports

使用场景

Performing periodic quality audits on existing skill repositories
Standardizing skill development standards across a team of developers
Validating new Claude Code skills before production deployment

关于

主要功能

Standardized rubrics for objective manual assessments
Automated structural validation with Python-based scripts
Actionable improvement recommendations and grade mapping
Multi-dimensional scoring system across 5 quality axes
0 GitHub stars
Production-readiness checklists and validation reports

使用场景

Performing periodic quality audits on existing skill repositories
Standardizing skill development standards across a team of developers
Validating new Claude Code skills before production deployment