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Build Self-Improving Claude Code Skills. The Results Are Crazy.

Simon Scrapes · 126.3K views · 2026-03-13 · 11:02

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What if your Claude Code skills could improve themselves overnight while you sleep? In this tutorial, we take inspiration from Andrej Karpathy's "Autoresearch" concept and apply it to Claude Code. You'll learn how to set up an autonomous loop that tests, scores, and refines your skills based on a set of binary criteria, ensuring they get more reliable with every iteration.

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