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Expert cuTile programming assistant.
Install this skill (Claude Code)
# Clone and copy the skill into your project
git clone https://github.com/NVIDIA/skills.git
mkdir -p .claude/skills
cp -r skills/skills/TileGym/cutile-python .claude/skills/
# Or for personal use: ~/.claude/skills/Add a new cuTile GPU kernel operator to TileGym.
Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents.
Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit).
Use when adding, modifying, optimizing, or debugging CuTile autotuning code.
Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and targeted tuning.
Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' in...