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Get Started Free →**Local skill by [Claw0x](https://claw0x.com)** — runs entirely in your OpenClaw agent.
Passed 21 of 22 test cases with the skill, and 13 of 22 without it.
and 11 more in the full report
9 fixed12 passed either way0 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need a quick lightweight check of the agent's system health score and summary without running full recommendation generation or pattern detection. Which action keyword should be supplied?
| Checked | Without skill | With skill |
|---|---|---|
| Input action field is set to status | Missed | Passed |
The instructions your model reads when the skill loads.
Local skill by Claw0x — runs entirely in your OpenClaw agent.
Runs locally. No external API calls, no API key required. Complete privacy.
Analyze agent runtime logs, detect patterns, compute health scores, and generate structured improvement proposals. Pure deterministic logic — no LLM, no external dependencies.
| When This Happens | Use Action | What You Get |
|---|---|---|
| Agent keeps failing | analyze | Error patterns + health score |
| Same error repeats | analyze | Root cause identification |
| Need improvement plan | evolve | Prioritized recommendations |
| System health check | status | Health score + summary |
| Post-deployment review | analyze | Regression detection |
| Fleet-wide diagnostics | analyze (batch) | Cross-agent patterns |
Why deterministic? Reproducible results, no hallucination risk, sub-100ms processing, zero token costs.
None. Just install and use.
openclaw skill add capability-evolver
const result = await agent.run('capability-evolver', {
action: 'analyze',
logs: [
{timestamp: '2025-01-15T10:00:00Z', level: 'error', message: 'ETIMEDOUT', context: 'payment-api.ts'},
test cases passed, vs 13 / 22 without
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