Individual skill
skill-quality-reviewer
This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report". Evaluates local skills across description quality, content organization, writing style, and structural integrity.
skills/skill-quality-reviewer/SKILL.md
Source commit d394fb599ed9e6ea2212a9e6daa864345fe97a26
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 6,019
- Repository last updated
- Oct 19, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-research Repository topic
- ai-agents Repository topic
- claude Repository topic
- claude-code Repository topic
- developer-tools Repository topic
- mcp Repository topic
- paper-writing Repository topic
- zotero Repository topic
- codex-cli Repository topic
- openai-codex Repository topic
- writing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 12,010 bytesSKILL.mdcore · 12,010 bytesreferences/batch-review-template.mddoc · 164 bytesreferences/examples-bad.mddoc · 13,094 bytesreferences/examples-good.mddoc · 10,893 bytesreferences/scoring-criteria.mddoc · 12,750 bytesscripts/extract-yaml.shruns · 728 bytesscripts/skill-audit.pyruns · 1,174 bytes
Read excerpt
# Skill Quality Reviewer
## Overview
A meta-skill for evaluating the quality of Claude Skills. Perform comprehensive analysis across four key dimensions—description quality (25%), content organization (30%), writing style (20%), and structural integrity (25%)—to generate weighted scores, letter grades, and actionable improvement plans.
Use this skill to validate skills before sharing, identify improvement opportunities, or ensure compliance with skill development best practices.
## When to Use This Skill
**Invoke this skill when:**
- Analyzing a skill's quality before distribution
- Reviewing skill documentation for best practices
- Evaluating adherence to skill development standards