ClaudSkills / General / agents-skills-meta

Skill Quality Reviewer

Q: What is a Claude Code skill and how does the Skill Quality Reviewer skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Skill Quality Reviewer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: agents-skills-meta · Last updated: 2026-05-28

type:review

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.

What this skill does

Skill Quality Reviewer is a community-contributed Claude Code skill in the agents-skills-meta sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/skill-quality-reviewer/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Skill Quality Reviewer Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 76,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/skill-quality-reviewer
curl -L https://claudskills.com/skills/skill-quality-reviewer/SKILL.md \
  -o ~/.claude/skills/skill-quality-reviewer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/skill-quality-reviewer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/skill-quality-reviewer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\skill-quality-reviewer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Skill Quality Reviewer Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/skill-quality-reviewer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Skill Quality Reviewer skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Skill Quality Reviewer skill?

Use Skill Quality Reviewer when your Claude Code task falls under the General category — specifically in the agents skills meta area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Skill Quality Reviewer" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Skill Quality Reviewer skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Skill Quality Reviewer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/HEAD/skills/33-Galaxy-Dawn-claude-scholar/skills/skill-quality-reviewer/SKILL.md
Author: brycewang-stanford
Website: https://copaper.ai

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

brycewang-stanford. (2026). Skill Quality Reviewer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/skill-quality-reviewer/

BibTeX

@misc{skill-quality-reviewer-2026,
  author    = {brycewang-stanford},
  title     = {Skill Quality Reviewer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/skill-quality-reviewer/}
}

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Badge

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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