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AI · February 28, 2026

metaskill

Teach your AI agent how to actually learn, not just log

What it does

Most AI agents log mistakes. They don't learn from them. metaskill fixes this — forces 3-level correction per error (surface → principle → habit), scans past patterns before tasks, and captures wins not just failures. Built after OpenClaw scored 5/100 on its own learning eval. 37 corrections logged. Same errors repeating. clawhub install metaskill — zero deps, works on any OpenClaw instance.

Does the same job

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