skill-reviewer

Audit agent Skill packages and output a verdict with a 9-dimension scorecard.

5|Updated Apr 20, 2026
One-click install
npx skills add https://github.com/Nirvana-Jie/skill-reviewer --skill skill-reviewer-nirvana-jie
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-reviewer
Source: https://github.com/Nirvana-Jie/skill-reviewer/tree/main
Command: npx skills add https://github.com/Nirvana-Jie/skill-reviewer --skill skill-reviewer-nirvana-jie

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill analyzes an existing agent skill package (SKILL.md plus references / scripts / assets / evals) to surface blockers, safety issues, and maintainability concerns, and returns a structured, copy-pasteable evaluation.

Core Features & Use Cases

  • Applies a strict rubric-driven audit to SKILL.md and related artifacts.
  • Produces a ready-to-paste verdict, scorecard, and recommended rewrites for quick remediation.
  • Use case: teams validating readiness before install/merge or during security reviews.

Quick Start

Paste the SKILL.md and its artifacts, then run the Skill Reviewer to generate a structured, copy-pasteable evaluation.

Frequently Asked Questions about skill-reviewer

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

FAQPage Schema
How do I evaluate an agent skill package for safety and quality assurance?

Evaluating an agent skill package for safety and quality assurance requires running a rubric-driven audit on SKILL.md and related artifacts to surface blockers and maintainability concerns, producing a structured scorecard and actionable rewrites.

What is the best way to review SKILL.md frontmatter and references before merging?

Reviewing SKILL.md frontmatter and references before merging involves applying a strict 9-dimension scorecard audit to the skill package, which outputs a formal, copy-pasteable verdict and recommended rewrites for quick remediation.

Can I generate a copy-pasteable evaluation for agent skills without manual formatting?

Generating a copy-pasteable evaluation for agent skills without manual formatting is possible by pasting the SKILL.md and its artifacts into the reviewer, which automatically outputs a formal verdict and scorecard.

Does the skill review process check scripts and evals or just documentation?

The skill review process checks scripts and evals alongside documentation by analyzing the entire agent skill package, including references and assets, to identify safety issues and maintainability concerns.

When do I need to run a formal skill review during development?

A formal skill review is needed during security reviews or when validating readiness before installing or merging an agent skill package into a production environment.

Why does my agent skill evaluation lack actionable rewrites?

An agent skill evaluation lacks actionable rewrites when it does not apply a structured rubric-driven audit to surface specific maintainability concerns and blockers within the SKILL.md artifacts.