NVIDIA/TileGym/improve-cutile-kernel-perf
TileGym
NVIDIA
Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and targeted tuning.
How to get this skill
Agent Skill by NVIDIA. Download or clone it, then install it in your agent.
Setup & Installation
- Clone the repository:
git clone https://github.com/NVIDIA/skills.git - Copy the skill folder (which contains
SKILL.md) into your agent skills folder, e.g..claude/skills/. - Restart or reload the agent to auto-discover the skill.
- Check
SKILL.mdfor any special instructions or requirements.
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## NVIDIA/TileGym/improve-cutile-kernel-perf
Use this skill when you need an AI agent to follow a repeatable workflow for this task.
1. Review the source or repository details.
2. Copy the skill folder that contains `SKILL.md` into your agent skills directory.
3. Restart or reload the agent so it can discover the skill.
4. Test the skill on a small task before using it in production.
Use this skill when you need an AI agent to follow a repeatable workflow for this task.
1. Review the source or repository details.
2. Copy the skill folder that contains `SKILL.md` into your agent skills directory.
3. Restart or reload the agent so it can discover the skill.
4. Test the skill on a small task before using it in production.
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Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents.
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NVIDIA/TileGym/converting-cutile-to-triton
Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit).
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NVIDIA/TileGym/cutile-autotuning
Use when adding, modifying, optimizing, or debugging CuTile autotuning code.
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