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skill-reviewer

Audit AgentSkills across design, content, security, and usability with a numeric scorecard.

Updated Apr 17, 2026
Search Tags:#evaluation#frontmatter#agent-skills#skill-review#scorecard#security-check#quality-auditing
One-click install
npx skills add https://github.com/ccstudentcc/agent-prompts --skill skill-reviewer-ccstudentcc
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-reviewer
Source: https://github.com/ccstudentcc/agent-prompts/tree/main/.codex/skills/skill-reviewer
Command: npx skills add https://github.com/ccstudentcc/agent-prompts --skill skill-reviewer-ccstudentcc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The Skill Quality Auditor helps users systematically evaluate AgentSkills across four dimensions (design quality, content quality, security, and usability) and produce a concise, numeric scorecard to guide improvement decisions.

Core Features & Use Cases

  • Inventory and classify a skill by locating SKILL.md and related references.
  • Score each dimension using the provided rubrics and generate a final verdict.
  • Use cases include vetting new skills, auditing existing ones, and guiding quality improvements.

Quick Start

Run a full quality audit on the target skill and output a dimensioned scorecard with a verdict.

Frequently Asked Questions about skill-reviewer

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

FAQPage Schema
How do I evaluate AgentSkills quality across multiple dimensions?▼

To evaluate AgentSkills quality, you can run a quality audit that reads SKILL.md and reference files to produce a numeric scorecard covering design, content, security, and usability dimensions.

What is included in an AgentSkills security and usability audit?▼

An AgentSkills security and usability audit inventories SKILL.md and related references, then scores each dimension using rubrics to generate a final numeric verdict for improvement decisions.

How do I score and grade existing skills for quality improvements?▼

Scoring and grading existing skills involves locating SKILL.md and optional scripts or assets, applying rubrics across four quality dimensions, and outputting a dimensioned scorecard with a summary verdict.

Can I audit new skills before deployment without installing dependencies?▼

Yes, you can vet new skills by running a full quality audit that reads the skill's frontmatter and reference files to compute scores, requiring no external dependencies to generate the evaluation.

What's the best way to systematically review skill design and content?▼

The best way to systematically review skill design and content is applying a multi-dimensional rubric that classifies the skill's SKILL.md and references, producing a numeric scorecard with dimension-specific ratings.

When should I not use an automated skill evaluation scorecard?▼

Automated skill evaluation scorecards are not suited for assessing subjective functional performance or runtime behavior, as the audit focuses strictly on static design, content, security, and usability rubrics.

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