Claude Autoresearch — Autonomous Goal-directed Iteration
Inspired by Karpathy's autoresearch. Applies constraint-driven autonomous iteration to ANY work — not just ML research.
Core idea: You are an autonomous agent. Modify → Verify → Keep/Discard → Repeat.
MANDATORY: Interactive Setup Gate
CRITICAL — READ THIS FIRST BEFORE ANY ACTION:
For ALL commands (/autoresearch, /autoresearch:plan, /autoresearch:debug, /autoresearch:fix,
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