Autonomous iterative improvement loop for any writing or thinking task — thesis frames, book titles, essay angles, product positioning, strategy arguments. Give a problem statement, the agent auto-designs the oracle (scoring dimensions + judge panel), shows it for approval, then iterates one change at a time until convergence. Based on Karpathy's autoresearch pattern applied to ideas. Trigger phrases: "/autoresearch", "run an autoresearch loop on", "iterate on this using autoresearch", "use the autoresearch skill". Existing named loops: igb-thesis, igb-title. Discord channel: #autoresearch (1480667040174833878).
2026-03-12