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metaskill

metaskill

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

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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.

metaskill makers

Here are the founders, developers, designers and product people who worked on metaskill