Skill Evaluator for OpenClaw

What this skill does

Evaluate Clawdbot skills for quality, reliability, and publish-readiness using a multi-framework rubric (ISO 25010, OpenSSF, Shneiderman, agent-specific heuristics). Use when asked to review, audit, evaluate, score, or assess a skill before publishing, or when checking skill quality. Runs automated structural checks and guides manual assessment across 25 criteria.

The Skill Evaluator 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 the Skill Evaluator

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
2. Open the in-app Skills panel.
3. Search for skill-evaluator and click Install.
4. The skill activates automatically when an incoming message matches its description.

Install from the command line

If you already run the OpenClaw CLI, add the Skill Evaluator with a single command:

openclaw skills add skill-evaluator

This pulls skill-evaluator from ClawHub and installs it into ~/.openclaw/skills/skill-evaluator/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use the Skill Evaluator

Once installed, the Skill Evaluator 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:

1. Click the Download skill .zip button above to grab skill-evaluator-1.0.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/skill-evaluator/ (create the directory if it does not exist).
3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Frequently asked questions

How do I install Skill Evaluator?

Install Skill Evaluator in the OpenClaw Easy desktop app by opening the Skills panel, searching for skill-evaluator, and clicking Install. From a terminal you can run: openclaw skills add skill-evaluator. Either way the skill is placed in ~/.openclaw/skills/skill-evaluator/.

Is the Skill Evaluator free?

Yes. It is free to download and run through ClawHub, with no account or payment required. Each skill is published by its own author under its own licence — see its ClawHub page for the licence and source.

What does Skill Evaluator do?

Evaluate Clawdbot skills for quality, reliability, and publish-readiness using a multi-framework rubric (ISO 25010, OpenSSF, Shneiderman, agent-specific heuristics). Use when asked to review, audit, evaluate, score, or assess a skill before publishing, or when checking skill quality.

Related: more developer tools skills

If the Skill Evaluator looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:

• X Timeline Digest ⬇ 3.3K
• clawder ⬇ 3.3K
• entr ⬇ 3.3K
• Ai Compound 1.0.1 ⬇ 3.3K
• Agentic Commerce - Buy IRL Items With USDC ⬇ 3.3K

Skills in this catalog are community-contributed integrations published on ClawHub and distributed under their own open-source licences. Product and company names, and any third-party service a skill connects to, are trademarks of their respective owners; a listing here does not imply affiliation with, sponsorship by, or endorsement from them. This page does not distribute any third-party application. Rights holders can reach us at hello@openclaw-easy.com.

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