An agent harness that compiles a model into one provably-correct, self-retargeting CUDA megakernel and self-tunes it past cuBLAS at batch-1 LLM decode, paper: https://arxiv.org/abs/2606.09682
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AGENTS.md B 2,279 tok .claude/skills/megakernel-optimization/SKILL.md A 57 tok .claude/commands/amk-autoresearch.md A 25 tok .claude/commands/amk-compile.md A 29 tok .claude/commands/amk-optimize.md A 27 tok .claude/agents/amk-megakernel-optimizer.md A 62 tok