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autoresearch-skill-Andrej-Karpathy

autoresearch-skill-Andrej-Karpathy contains 1 collected skills from Muminur, with repository-level occupation coverage and site-owned skill detail pages.

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2026-04-19

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Software Developers

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skill

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description

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autoresearch

software-developers

Autonomous Goal-directed Iteration. Apply Karpathy's autoresearch principles to ANY task. Loops autonomously — modify, verify, keep/discard, repeat. Supports optional loop count via Claude Code's /loop command. Invoking /autoresearch <free-form goal> builds a real-data benchmark harness, captures a baseline, and iterates with a regression gate until the goal is hit.

2026-04-19