KernelFlow-ops/cuda-optimized-skill

A CUDA kernel optimization toolkit for validation, benchmarking, Nsight Compute profiling, bottleneck analysis, and iterative tuning. It helps improve custom GPU operators with reproducible workflows and evidence-based performance comparison.

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cuda-kernel-optimizer

KernelFlow-ops/cuda-optimized-skill

Skill Claude CodeCodex

Iteratively optimize a CUDA/CUTLASS/Triton kernel against a reference implementation using ncu-guided reasoning. Use this skill whenever the user asks to optimize, speed up, or improve the performance of a .cu kernel (CUDA or CUTLASS) or a Triton/Python kernel file, especially when they provide a baseline operator and…

202 4mo ago A 198 tokens original MIT