Claw

Claw publishes skills that help an AI agent capture its own mistakes, user corrections and better practices into structured learning logs, so that it improves over time without repeating the same failures. The most popular of these, Proactive Self Improving Agent, triggers on command failures, user corrections, missing capabilities and outdated knowledge, and skips duplicate entries to keep the logs clean.