turing-dev

Autonomous ML research harness — the autoresearch loop as a formal protocol. 74 commands, 2 specialized agents, skills/turing source layout, operational intelligence (postmortem + doctor + plan), model lifecycle (update + registry), what-if analysis (whatif + counterfactual + simulate), collaboration (onboard + share + review), research communication (cite + present + changelog), experiment archaeology (trend + flashback + archive + annotate + search + template + replay), model surgery (prune + quantize + merge + surgery), feature & training intelligence, model debugging, pre-training intelligence, meta-intelligence, scaling & efficiency, model composition, deep analysis, experiment orchestration, literature + paper, model export, profiling, checkpoints, experiment intelligence, statistical rigor, tree-search, cost-performance, model cards, hypothesis database, novelty guard, anti-cheating, taste-leverage loop. Inspired by Karpathy's autoresearch and the scientific method itself.