cuda-kernels

Write CUDA kernels in this educational codebase. Use whenever the user asks to create a new CUDA kernel, implement a GPU operation, or add a new kernel directory. Triggers on requests like "write a kernel for X", "implement Y in CUDA", "add a Z kernel", or any mention of creating new CUDA kernel code in this repo.