Agent Evaluation

What this skill does

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent.

How to install Agent Evaluation

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 agent-evaluation and click Install.
4. The skill activates automatically when an incoming message matches its description.

Manual install (advanced)

If you prefer manual installation:

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

Related: more developer tools skills

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

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