Multi-Dimensional Skill Reviewer FAQs

Question 1

What is the primary purpose of review-multi?

Accepted Answer

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

Question 2

How does the scoring system work?

Accepted Answer

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).

Question 3

What are the requirements for production readiness?

Accepted Answer

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+).

Question 4

Is the review process fully automated?

Accepted Answer

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.

Question 5

Can I use this for internal team standards?

Accepted Answer

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

Multi-Dimensional Skill Reviewer

Key Features

Use Cases

Multi-Dimensional Skill Reviewer

Key Features

Use Cases