skill-reviewer

Evaluate agent skills against a six-dimension rubric and output structured feedback.

Updated Jan 28, 2026
One-click install
npx skills add https://github.com/xjiang77/agent-wisp --skill skill-reviewer-xjiang77
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-reviewer
Source: https://github.com/xjiang77/agent-wisp/tree/main/tools/setup-toolkit/skills/skill-reviewer
Command: npx skills add https://github.com/xjiang77/agent-wisp --skill skill-reviewer-xjiang77

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a structured mechanism to evaluate other skills, delivering consistent feedback on quality, best practices, and maintainability by reviewing SKILL.md content and related resources.

Core Features & Use Cases

  • Structured review criteria across dimensions: Structure & Format, Instruction Clarity, Effectiveness, Best Practices Compliance, Maintainability, and Cross-Platform Compatibility.
  • Use cases include evaluating a new skill draft, verifying alignment with community standards, and comparing skills to identify gaps.
  • The review process guides users through steps like locating the skill, reading the material, and producing a formal assessment.

Quick Start

Provide the SKILL.md content and any linked references to generate a structured skill review.

Frequently Asked Questions about skill-reviewer

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

FAQPage Schema
How do I evaluate agent skill quality using a structured rubric?

You can review SKILL.md content to receive structured feedback across six dimensions: structure, clarity, effectiveness, best practices, maintainability, and cross-platform considerations, identifying strengths and actionable issues.

What is the best way to check if a skill aligns with community standards?

A structured skill review evaluates SKILL.md documentation against best practices and cross-platform compatibility criteria, producing a formal assessment with identified gaps and alignment recommendations.

How do I get structured feedback on my skill documentation?

Submit SKILL.md content and linked references to generate a formal assessment. The review process reads the documentation and outputs strengths, issues, and recommendations based on a six-dimension rubric.

Can I use a rubric to compare multiple agent skills and identify gaps?

Yes, you can compare skills to identify gaps by applying a consistent six-dimension rubric to each SKILL.md, generating comparative reviews on structure, clarity, effectiveness, and maintainability.

Does a skill quality assessment require linked references beyond the SKILL.md file?

A skill quality assessment requires SKILL.md content, but providing linked references enhances the review process by allowing deeper evaluation of external resources for a more comprehensive effectiveness and maintainability analysis.