What this skill does
Review and audit agent skills (SKILL.md files) for quality, correctness, and effectiveness. Use when evaluating a skill before publishing, reviewing someone else's skill, scoring skill quality, identifying defects in skill content, or improving an existing skill.
Skill Reviewer is part of the Developer Tools category — developer tools that help your agent write, review, debug, and ship code. You can install it on its own or alongside other developer tools skills from the OpenClaw catalog.
How to install Skill Reviewer
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
skill-reviewerand click Install. - The skill activates automatically when an incoming message matches its description.
Install from the command line
If you already run the OpenClaw CLI, add Skill Reviewer with a single command:
openclaw skills add skill-reviewer
This pulls skill-reviewer from ClawHub and installs it into ~/.openclaw/skills/skill-reviewer/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Skill Reviewer
Once installed, Skill Reviewer activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
skill-reviewer-1.0.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/skill-reviewer/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install Skill Reviewer?
Install Skill Reviewer in the OpenClaw Easy desktop app by opening the Skills panel, searching for skill-reviewer, and clicking Install. From a terminal you can run: openclaw skills add skill-reviewer. Either way the skill is placed in ~/.openclaw/skills/skill-reviewer/.
Is Skill Reviewer free?
Yes. Skill Reviewer is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.
What does Skill Reviewer do?
Review and audit agent skills (SKILL.md files) for quality, correctness, and effectiveness. Use when evaluating a skill before publishing, reviewing someone else's skill, scoring skill quality, identifying defects in skill content, or improving an existing skill.
Related: more developer tools skills
If Skill Reviewer looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models