ov-foundation/skills/nvidia/SKILL.md
NVIDIA GPU base image with runtime support and CUDA toolkit on Fedora. Base for all GPU-accelerated images (python-ml, jupyter, ollama, comfyui). MUST be invoked before building, deploying, configuring, or troubleshooting the nvidia image.
npx skillsauth add overthinkos/overthink-plugins nvidiaInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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NVIDIA GPU base image — provides GPU runtime (driver libs, CDI toolkit) and CUDA development toolkit on Fedora.
| Property | Value | |----------|-------| | Base | fedora-nonfree (fedora + RPM Fusion) | | Layers | agent-forwarding, nvidia, cuda | | Platforms | linux/amd64 | | Registry | ghcr.io/overthinkos |
fedora-nonfree (fedora + rpmfusion — provides RPM Fusion free + nonfree repos)nvidia — GPU runtime: driver libs, nvidia-container-toolkit (CDI), VA-APIcuda — CUDA toolkit, cuDNN, onnxruntime, ffmpeg-libsov image build nvidia
ov shell nvidia
/ov-foundation:nvidia — NVIDIA GPU runtime (driver libs, CDI generation via nvidia-ctk)/ov-foundation:cuda — CUDA toolkit and GPU development libraries/ov-foundation:python-ml — ML Python environment/ov-jupyter:jupyter — Jupyter notebook server/ov-ollama:ollama — LLM inference server/ov-comfyui:comfyui — image generation UI/ov-openclaw:openclaw-ollama — OpenClaw + Ollama/ov-openclaw:openclaw-ollama-sway-browser — OpenClaw + Ollama + desktop/ov-foundation:fedora — parent base (no GPU)/ov-coder:arch-ov — Arch Linux ov toolchain with nvidia (shared layers)/ov-foundation:fedora-ov — Fedora ov toolchain with nvidia (shared layers)After ov image build:
ov shell nvidia -c "nvidia-smi" — GPU infoov shell nvidia -c "nvidia-ctk --version" — CDI toolkitov shell nvidia -c "nvcc --version" — CUDA compilerMUST be invoked when the task involves the nvidia image, GPU base images, CUDA in containers, or CDI device configuration. Invoke this skill BEFORE reading source code or launching Explore agents.
/ov-build:image — image family umbrella (image: entries in overthink.yml, build/validate/inspect/list)/ov-build:build — build.yml vocabulary (distros, builders, init-systems)tools
Use when authoring or modifying a charly PLUGIN — a candy with a `plugin:` block that contributes Providers (verbs/kinds/deploy-targets/steps/builders/commands), its own CUE schema, builtin (compiled-in) or external (out-of-tree git repo). Covers the unified Provider model, the per-plugin CUE-schema contract (single source → Go params for dev + schema-over-Describe RPC for runtime), the SDK, and the loader.
tools
The CUE data-validation / configuration CLI (cue), pinned to v0.16.1. Use when working with the cue candy, installing the cue binary into a box or onto a target:local dev host, or running the offline schema-vendoring pipeline that feeds charly's egress validation.
tools
CUE EGRESS validation — validating (and, where it adds value, generating) the config files charly WRITES to a system BEFORE the bytes hit disk. MUST be invoked before working on charly/egress.go, the vendored schemas under candy/plugin-egress/egress-schemas/vendor/, the ValidateEgress / registerVendoredEgressKind path, the offline `task cue:vendor` pipeline, or adding an egress schema for any written artifact (cloud-init, k8s manifests, traefik routes, runtime config, install ledger, systemd/quadlet units, ssh_config, libvirt XML).
tools
Kubernetes cluster-probe declarative check verb — the `kube:` check verb (nodes, pods, ingress, storage class, addon health, apply/delete, and arbitrary resource GETs) served out-of-process by the candy/plugin-kube plugin (vendored client-go; no external kubectl required).