overthinkos/cuda
ov-foundation/skills/cuda/SKILL.md
CUDA toolkit, cuDNN, ONNX Runtime, and NVIDIA GPU development libraries from negativo17 repos. Depends on the nvidia layer for runtime support. Use when working with GPU computing, CUDA, cuDNN, machine learning infrastructure, or NVIDIA development tools.
tools
Updated May 10, 2026
$ install --global
skillsauthnpx skillsauth add overthinkos/overthink-plugins cudaInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- cuda
- description:
- |
cuda -- CUDA development toolkit
CUDA compiler, cuDNN, ONNX Runtime, and GPU development libraries. Depends on the nvidia layer for runtime support (driver libs, nvidia-ctk).
Layer Properties
| Property | Value |
|----------|-------|
| Install files | tasks:, layer.yml |
| Depends | nvidia, ffmpeg |
Environment Variables
| Variable | Value |
|----------|-------|
| CUDA_HOME | /usr |
Packages
RPM: cuda-nvcc, cuda-cudart-devel, cuda-cudart-static, cuda-nvrtc-devel, cuda-cupti-devel, cuda-cccl-devel, cuda-cudnn, libcurand-devel, libcufile-devel, onnxruntime, libaio-devel, cpio
Note: FFmpeg codec libraries are provided via the ffmpeg dependency layer rather than installed directly. CUDA packages come from the negativo17 fedora-nvidia repo (added by the nvidia layer).
Note: No pac section — CUDA development is Fedora-only. The nvidia layer provides Arch Linux GPU runtime support.
Install tasks
Extracts cuDNN headers from cuda-cudnn-devel RPM (bypasses driver dependency via rpm2cpio).
Usage
# image.yml
nvidia:
base: fedora-nonfree
layers:
- nvidia
- cuda
Used In Images
/ov-foundation:nvidia(base for all GPU images)/ov-immich:immich-ml
Related Layers
/ov-foundation:nvidia— NVIDIA GPU runtime (driver libs, CDI toolkit) — required dependency/ov-selkies:ffmpeg— FFmpeg multimedia (nonfree codecs) — required dependency/ov-foundation:rocm— AMD GPU counterpart (ROCm runtime + OpenCL)/ov-foundation:python-ml— ML Python environment (depends on cuda)/ov-jupyter:jupyter— Jupyter notebooks (depends on cuda)/ov-ollama:ollama— LLM server (depends on cuda)/ov-comfyui:comfyui— image generation (depends on cuda)
Related
/ov-build:layer— layer authoring reference (layer.ymlschema, task verbs, service declarations)/ov-build:eval— declarative testing (eval:block,ov eval image,ov eval live)
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