mit-han-lab

mit-han-lab/kernel-design-agents

Instructions file

Claude Code instructions for mit-han-lab/kernel-design-agents, covering agent instructions, repository rules, expected agent workflow and optional skills.

mit-han-lab/KernelWiki

Instructions file

Instructions for mit-han-lab/KernelWiki, covering blackwell kernel optimization knowledge base — schema, navigation, recommended: use the skill scripts, direct navigation (when skill not available) and three-layer architecture.

mit-han-lab/KernelWiki

Skill Claude CodeCodex

Use when the user asks about optimizing NVIDIA Blackwell (SM100, B200) or Hopper (SM90, H100) GPU kernels — tcgen05/TMEM/CLC/NVFP4/2-SM cooperative, warp specialization, FlashAttention-4, DeepGEMM, FlashMLA, MoE, grouped GEMM, CuTe-DSL/PTX/Triton on Blackwell, or wants concrete PR references from…

mit-han-lab/ncu-report-skill

Skill Claude CodeCodex

Profile CUDA kernels with Nsight Compute on B200 / sm100. Use when the user asks to profile a kernel, analyze its performance, diagnose bottlenecks, read an ncu report, or write an optimization plan — including variants in Chinese ("profile 一下", "为什么慢", "ncu 报告").

mit-han-lab/mlsys2026-flashinfer-contest

Instructions file

Claude Code instructions for mit-han-lab/mlsys2026-flashinfer-contest, covering agent instructions, repository rules, expected agent workflow and external skills.