Agent Skills

ROCm Triton Kernels (RMSNorm, RoPE 3D, GEGLU, AdaLN)

kernels

Guidance and examples for writing, benchmarking, and integrating optimized Triton kernels on ROCm (MI355X, R9700) for diffusers and transformers workloads.

AKO4ALL — Agentic Kernel Optimization

ako4all

Automated loop that profiles, iterates, benchmarks and commits GPU kernel optimizations across CUDA/Triton/TileLang/Python/C++ to achieve measurable speedups.