skill-reviewer

Score skill architectures against an eight-dimension rubric and generate gap reports.

Updated Mar 25, 2026
One-click install
npx skills add https://github.com/stromy-org/ai4comms-playground --skill skill-reviewer-stromy-org
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-reviewer
Source: https://github.com/stromy-org/ai4comms-playground/tree/main/.claude/skills/skill-reviewer
Command: npx skills add https://github.com/stromy-org/ai4comms-playground --skill skill-reviewer-stromy-org

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a structured, repeatable way to audit ClaudeCowork skill architectures against an eight-dimension rubric and generate actionable improvement reports.

Core Features & Use Cases

  • Rubric-based scoring across eight dimensions to surface gaps and improvement opportunities.
  • Domain research integration to ground best-practice findings for evaluation readiness, templates, and modularity.
  • Automated gap reports with Best Practice Insights, Key Findings, and prioritized recommendations for portfolio-wide quality control.

Quick Start

Provide a skill to review and run the evaluator to generate a structured report.

Frequently Asked Questions about skill-reviewer

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

FAQPage Schema
How do I audit skill architecture quality using a rubric?

A skill architecture audit evaluates a single skill against an eight-dimension rubric to identify structural gaps and generate actionable improvement reports. It applies to both single-skill reviews and sweep-mode assessments across a portfolio.

What does a quality assurance evaluation include for a skill portfolio?

A portfolio quality assurance evaluation applies an eight-dimension rubric across multiple skills to produce structured gap reports. It includes domain research integration, template maturity checks, and prioritized recommendations with evaluation artifacts.

Can I evaluate multiple skills at once in sweep mode?

Yes, sweep-mode assessments support evaluating multiple skills across a portfolio simultaneously. This mode applies the eight-dimension rubric to each skill and generates structured gap reports with prioritized recommendations for portfolio-wide quality control.

Do I need any dependencies to run a skill architecture evaluation?

No dependencies are required to run a skill architecture evaluation. You simply provide a skill to review and run the evaluator to generate a structured report with best-practice insights and prioritized recommendations.

What dimensions are scored in a skill architecture audit?

A skill architecture audit scores across eight dimensions to surface gaps and improvement opportunities. The evaluation also integrates domain research to ground best-practice findings for evaluation readiness, templates, and modularity.

What is the best way to document skill evaluation findings?

The best way to document skill evaluation findings is through a structured report containing key findings, best-practice insights, and prioritized recommendations with evaluation prompts and artifacts. This ensures repeatable quality assurance across your portfolio.