Why is 'description quality' emphasized in the review?

The description is the primary mechanism Claude uses to decide when to activate a skill; the reviewer ensures it is 'pushy' and trigger-rich enough to be effective.

Does it check for security vulnerabilities?

Yes, it specifically scans for hardcoded secrets, API keys, and dangerous commands like 'sudo' or 'rm -rf' that lack proper manual trigger restrictions.

How does the skill scoring system work?

The reviewer assigns a score from 1-10 based on criteria like frontmatter accuracy, trigger-rich descriptions, procedural clarity, and security safeguards.

What is the primary purpose of the Skill Reviewer?

It is designed to audit SKILL.md files to ensure they meet the formatting, safety, and quality standards required for the orbitant-os marketplace.

Can I integrate this into my automated workflows?

Yes, the Skill Reviewer is built to activate for CI skill validation requests, making it ideal for automated quality assurance in repositories.

Skill Quality Reviewer

Name: Skill Quality Reviewer
Author: weorbitant

byweorbitant

•

개발자 도구

Validates and audits Claude Code Skill definitions for quality, compliance, and performance standards.

The Skill Quality Reviewer is an essential utility for developers building within the orbitant-os ecosystem, ensuring every SKILL.md file meets strict architectural and safety standards. It automatically evaluates frontmatter compliance, assesses the effectiveness of trigger descriptions, and checks for procedural depth, helping you create high-quality AI capabilities that are both safe and highly discoverable for Claude. By providing structured feedback and a numerical quality score, it streamlines the development and peer-review process for custom AI skills.

주요 기능

01Validates frontmatter for orbitant-os naming conventions and semver compliance

02Identifies security risks including hardcoded secrets and dangerous shell commands

03Analyzes procedural knowledge to verify instructions are clear and comprehensive

043 GitHub stars

05Generates structured feedback reports with actionable improvement suggestions

06Audits description quality to ensure high-trigger accuracy and keyword density

사용 사례

01Automating skill validation and quality gates within CI/CD pipelines

02Optimizing existing skills to improve Claude's activation and performance accuracy

03Pre-flight checks before submitting a new skill to a plugin repository

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add weorbitant/orbitant-os skill-reviewer

For use in Claude.ai and ChatGPT

Download Skill