Expert cuTile programming assistant. Write high-performance GPU kernels using cuTile's tile-based programming model with proper validation and optimization. Supports deep agent orchestration for complex multi-kernel tasks.
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Use this Skill: https://skilld.dev/gh/nvidia/skills/tilegym-cutile-python
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≈108 tokens on demand. Your agent reads this file only when SKILL.md points to it.
For standard 2D GEMM and 3D batch matmul (BMM), see src/tilegym/ops/cutile/matmul.py and src/tilegym/ops/cutile/bmm.py in the TileGym repo.
Source: SKILL.md on GitHub
The skill is a cuTile programming assistant provided by NVIDIA. It guides agents through writing, optimizing, and validating GPU kernels. Security analysis found that it clones official repositories from GitHub (NVIDIA TileGym and PyTorch) and executes generated scripts as part of its validation workflow. Both behaviors are standard for its intended use case. Static analysis warnings for eval() calls were confirmed as false positives, as they refer to the PyTorch .eval() method rather than the Python eval() function.
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Risk: MEDIUM · 2 issues
Signed by skilld at 129a108. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.
Last checked against GitHub yesterday.
{
"author": "TileGym Team <TileGym@nvidia.com>",
"tags": [
"cutile",
"gpu-kernels",
"cuda"
]
}