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sk Skill · fmh66

kernel-profile

Standalone kernel profiling skill for cuda-cpp, cute-dsl, cutlass, and triton implementations. Checks CUDA/PyTorch/Triton/CuTe DSL/CUTLASS/NCU/nsight-python readiness, optionally locks GPU clocks, validates correctness, collects Nsight Compute metrics with nsight-python, produces env_check.md, correctness.md, ncu_summary.md and ncu_details.md, and classifies GPU bottlenecks from NCU evidence. Use when the user wants…

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fmh66/kernel-opt-agent
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16
Host language
Python