tongminglaic/ako4x

tongminglaic/ako4x · CLAUDE.md

tongminglaic/ako4x · scripts/CLAUDE.md

tongminglaic/ako4x · templates/skills/bench/SKILL.md · Run performance benchmarks to get a verdict on whether a kernel change actually helped. Use --ab-compare for sub-1x…

tongminglaic/ako4x · templates/skills/benchmark/SKILL.md · Reference for the active benchmark harness — what it IS and how it behaves (the active benchmark is flashinfer-bench)…

tongminglaic/ako4x · templates/skills/cpp/SKILL.md · Host-side C++ kernels (`[build].language = cpp`) — the `solution/{kernel.cpp, binding.py}` two-file TVM-FFI binding…

tongminglaic/ako4x · templates/skills/cuda/SKILL.md · CUDA C++ (.cu) kernel reference — TVM-FFI direct-export vs Python-binding entry points, the chevron-launch null-stream…

tongminglaic/ako4x · templates/skills/cute-dsl/SKILL.md · CuTe DSL reference — NVIDIA's CUTLASS Python DSL. Use whenever writing or debugging a CuTe DSL kernel — covers the…

tongminglaic/ako4x · templates/skills/profiler-ncu/SKILL.md · Run NVIDIA Nsight Compute (NCU) per-kernel profiling for register pressure, occupancy, stall-reason, memory-throughput…

tongminglaic/ako4x · templates/skills/sanitizer/SKILL.md · Run NVIDIA compute-sanitizer (memcheck / racecheck / initcheck / synccheck). FIRST action on `INCORRECT_NUMERICAL` or…

tongminglaic/ako4x · templates/skills/tilelang/SKILL.md · TileLang DSL reference — the `@tilelang.jit` factory + `@T.prim_func` pattern, and the TileLang PDL binding…

tongminglaic/ako4x · templates/skills/triton/SKILL.md · Triton DSL reference for kernel writers — num_warps/num_stages choice, the small-N fp8 MMA-throughput regression…