Tilegym Cutile Python — Agent Skill by NVIDIA

From the author

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.

— 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-cutile-python

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 GitHub7.4 KiB
SKILL.md(opens on GitHub)Not mirrored: opens on GitHub19.9 KiB
evals/evals.json(opens on GitHub)Not mirrored: opens on GitHub3.9 KiB
examples/convolution/README.md(opens on GitHub)Not mirrored: opens on GitHub2.9 KiB
examples/convolution/conv2d_with_bias_dilation_groups.py(opens on GitHub)ScriptNot mirrored: opens on GitHub14.5 KiB
examples/convolution/conv3d_with_bias_dilation_groups.py(opens on GitHub)ScriptNot mirrored: opens on GitHub15.3 KiB
examples/convolution/conv_transpose_2d.py(opens on GitHub)ScriptNot mirrored: opens on GitHub14.3 KiB
examples/convolution/conv_transpose_3d.py(opens on GitHub)ScriptNot mirrored: opens on GitHub15.6 KiB
examples/matmul/README.md(opens on GitHub)Not mirrored: opens on GitHub429 B
examples/matmul/matmul_4d_tensors.py(opens on GitHub)ScriptNot mirrored: opens on GitHub4.2 KiB
examples/matmul/matrix_vector_multiplication.py(opens on GitHub)ScriptNot mirrored: opens on GitHub2.4 KiB
examples/matmul/split_k_gemm.py(opens on GitHub)ScriptNot mirrored: opens on GitHub4.8 KiB
examples/normalization/README.md(opens on GitHub)Not mirrored: opens on GitHub241 B
examples/normalization/group_norm.py(opens on GitHub)ScriptNot mirrored: opens on GitHub5.5 KiB
examples/pooling/README.md(opens on GitHub)Not mirrored: opens on GitHub121 B
examples/pooling/avgpool3d.py(opens on GitHub)ScriptNot mirrored: opens on GitHub6.6 KiB
examples/pooling/maxpool3d.py(opens on GitHub)ScriptNot mirrored: opens on GitHub7.3 KiB
examples/scan/README.md(opens on GitHub)Not mirrored: opens on GitHub116 B
examples/scan/cumsum_cumprod_blocking.py(opens on GitHub)ScriptNot mirrored: opens on GitHub2.1 KiB
examples/tilegym_and_examples_guide.md(opens on GitHub)Not mirrored: opens on GitHub3.3 KiB
guidelines/01_implementation_lessons.md(opens on GitHub)Not mirrored: opens on GitHub8.1 KiB
guidelines/02_code_generation_rules.md(opens on GitHub)Not mirrored: opens on GitHub10.6 KiB
guidelines/03_concepts.md(opens on GitHub)Not mirrored: opens on GitHub4.7 KiB
orchestration/analyzer_agent.md(opens on GitHub)Not mirrored: opens on GitHub11.7 KiB
orchestration/composer_agent.md(opens on GitHub)Not mirrored: opens on GitHub11.2 KiB
orchestration/kernel_agent.md(opens on GitHub)Not mirrored: opens on GitHub7.3 KiB
orchestration/overview.md(opens on GitHub)Not mirrored: opens on GitHub9.7 KiB
orchestration/workflow.md(opens on GitHub)Not mirrored: opens on GitHub8.9 KiB
skill-card.md(opens on GitHub)Not mirrored: opens on GitHub5.1 KiB
skill.oms.sig(opens on GitHub)Not mirrored: opens on GitHub12.4 KiB
torch-learner/examples/lstm_trace.md(opens on GitHub)Not mirrored: opens on GitHub11.2 KiB
torch-learner/references/1_pytorch_codebase_map.md(opens on GitHub)Not mirrored: opens on GitHub8.9 KiB
torch-learner/references/2_dispatch_mechanism.md(opens on GitHub)Not mirrored: opens on GitHub8.9 KiB
torch-learner/references/3_tracing_strategies.md(opens on GitHub)Not mirrored: opens on GitHub8.8 KiB
torch-learner/references/4_language_layers.md(opens on GitHub)Not mirrored: opens on GitHub12.7 KiB
torch-learner/references/5_well_known_ops.md(opens on GitHub)Not mirrored: opens on GitHub11.2 KiB
torch-learner/tracing_workflow.md(opens on GitHub)Not mirrored: opens on GitHub7.2 KiB

Requirements and compatibility

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: Needs Python

Security

What our scanner noticed· Medium risk

Large base64-encoded blobs
Scripts that your agent may run

This skill includes scripts that your agent may run. Read them before you use it.

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Implement
Matt Pocock· Community
A structured workflow for implementing software tasks from specifications or tickets.
Software developmentClaude CodeClaude appsOpenAI Codex+14 more
MITGitHub stars of the source repository317.5k
Source Driven Development
Addy Osmani· Community
A rigorous process for grounding code implementation in official, version-specific documentation to ensure accuracy and avoid outdated patterns.
Software developmentClaude CodeClaude appsOpenAI Codex+14 more
MITGitHub stars of the source repository113.9k
Write Swift
Emil Kowalski· Community
A comprehensive guide to writing modern, safe, and performant Swift code following the language's latest idioms and concurrency models.
Software developmentClaude CodeClaude appsOpenAI Codex+14 more
MITGitHub stars of the source repository54.3k
Cardputer Buddy
AnthropicOfficial
Iterate on the Cardputer-Adv MicroPython app bundle (Claude Buddy, Snake, Hello) after the device is already provisioned via m5-onboard. Use when the user wants to add a new app, push a single changed .py without re-flashing, watch device serial logs, or run a one-shot REPL command. Trigger on "add an app", "push to the cardputer", "tail the device", "run on the device", or follow-up work after /maker-setup.
Software developmentClaude CodeClaude appsOpenAI Codex+14 more
Apache-2.0GitHub stars of the source repository46.3k
Typescript Pro
Seth Hobson· Community
An expert TypeScript persona focused on advanced typing, enterprise architecture, and strict type safety.
Software developmentClaude Code
MITGitHub stars of the source repository42.3k
Scala Pro
Seth Hobson· Community
An expert Scala engineer persona specializing in functional programming, distributed systems, and enterprise-grade architecture.
Software developmentClaude Code
MITGitHub stars of the source repository42.3k