sablin39/tilelang-cuda-skills

Agentic Kernel Optimization for All — automated GPU kernel optimization for any kernel, any hardware, any language

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.

cuTile is a programming model for writing parallel kernels for NVIDIA GPUs

Evaluating Large Language Models for CUDA Code Generation ComputeEval is a framework designed to generate and evaluate CUDA code from Large Language Models.

Open source skill library for AI coding agents to write, optimize, and debug high performance compute kernels across CUDA, Triton, and quantized workloads.

Helpful kernel tutorials, examples and SKILLs for tile-based GPU programming

Kernel Tuner

Kernel Design Agents (KDA) is a agent-centric workflow to write high-performance CUDA Kernels.