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autoresearch

Claude Autoresearch — autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch: constraint + mechanical metric + autonomous iteration = compounding gains.

0 · zhengxuyu/autoresearch-uditgoenka1 pluginMITupdated 7 months ago

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autoresearch

claude

Autonomous improvement engine: /autoresearch runs an unlimited modify-verify-keep/discard loop. Includes /autoresearch:plan (goal wizard), /autoresearch:predict (multi-persona swarm prediction), /autoresearch:reason (adversarial refinement for subjective domains), /autoresearch:security (STRIDE + OWASP audit), /autoresearch:ship (multi-phase delivery workflow), /autoresearch:debug (autonomous bug hunter), /autoresearch:fix (autonomous error crusher), /autoresearch:scenario (edge case explorer), and /autoresearch:learn (autonomous documentation engine).

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