Tilegym Converting Cutile To Triton — Agent Skill by NVIDIA

From the author

Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit). Handles standard in-repo conversion, debugging (cudaErrorIllegalAddress, shape mismatch, numerical mismatch), and mapping cuTile idioms (ct.load/ct.store, ct.Constant, ct.launch) to Triton equivalents. Covers dual-kernel layout flags (e.g. transpose=True/False + autotune grid via META) per translations/advanced-patterns.md. Use when converting, porting, or translating cuTile kernels to Triton, or debugging existing Triton translations.

— the description by TileGym Team

Install

Get the skill from its source (we cannot redistribute it):
https://github.com/NVIDIA/skills/tree/fce3cca4170be75e82c64920654d56ee2811b005/skills/tilegym-converting-cutile-to-triton

Documentation by TileGym Team

The licence of this skill does not allow us to copy its documentation. Read it at the source

Files

BENCHMARK.md(opens on GitHub)Not mirrored: opens on GitHub8.1 KiB
SKILL.md(opens on GitHub)Not mirrored: opens on GitHub16.7 KiB
evals/evals.json(opens on GitHub)Not mirrored: opens on GitHub5.3 KiB
examples/01_vector_add/cutile_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub3.8 KiB
examples/01_vector_add/triton_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub3.3 KiB
examples/02_softmax/cutile_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub4.9 KiB
examples/02_softmax/triton_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub8.7 KiB
examples/03_layernorm/cutile_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub10.6 KiB
examples/03_layernorm/triton_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub11.8 KiB
examples/04_matmul/cutile_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub6.8 KiB
examples/04_matmul/triton_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub13.3 KiB
examples/05_attention/cutile_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub7.8 KiB
examples/05_attention/triton_kernel.py(opens on GitHub)ScriptNot mirrored: opens on GitHub17.5 KiB
references/api-mapping.md(opens on GitHub)Not mirrored: opens on GitHub16.9 KiB
references/debugging.md(opens on GitHub)Not mirrored: opens on GitHub11.4 KiB
references/gotchas.md(opens on GitHub)Not mirrored: opens on GitHub4.1 KiB
references/harness-integration.md(opens on GitHub)Not mirrored: opens on GitHub6.3 KiB
references/optimization-strategy.md(opens on GitHub)Not mirrored: opens on GitHub7.8 KiB
references/optimizing-reference.md(opens on GitHub)Not mirrored: opens on GitHub23.4 KiB
references/performance-gotchas.md(opens on GitHub)Not mirrored: opens on GitHub2.3 KiB
skill-card.md(opens on GitHub)Not mirrored: opens on GitHub5.7 KiB
skill.oms.sig(opens on GitHub)Not mirrored: opens on GitHub9.4 KiB
translations/advanced-patterns.md(opens on GitHub)Not mirrored: opens on GitHub7.9 KiB
translations/file-structure.md(opens on GitHub)Not mirrored: opens on GitHub3.0 KiB
translations/workflow.md(opens on GitHub)Not mirrored: opens on GitHub26.1 KiB

Requirements and compatibility

Written for: Claude Code

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Names Claude Code tools, Needs Python

Security

What our scanner noticed· Medium risk

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