What is intel-gpu-ai-skills?

A plugin collection for running, benchmarking, profiling, and fixing AI models on Intel GPUs, including Arc, Arc Pro, Battlemage, and Data Center GPU Max. It includes tools for moving CUDA-based projects to Intel's XPU environment.

Use it to assess or port CUDA repositories, prepare Intel GPU runtimes, and work with Hugging Face or similar model workloads on Intel hardware.

It helps developers understand and address the differences between NVIDIA CUDA software and Intel GPU software. The collection brings related migration and GPU troubleshooting tasks together.

intel-gpu-ai-skills — Plugin by intel

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code

/plugin marketplace add intel/gpu-ai-skills

agentmods

npx agentmods add plugins/intel/gpu-ai-skills/marketplace

Clone the repo

git clone --depth 1 https://github.com/intel/gpu-ai-skills

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

intel-gpu-ai-skills scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude-plugin/marketplace.json · 173 lines

How it starts

The opening of the file, as written. The whole thing — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.

{
  "name": "intel-gpu-ai-skills",
  "owner": {
    "name": "Rahul Unnikrishnan Nair"
  },
  "metadata": {
    "description": "Agent Skills for running, benchmarking, profiling, and fixing Hugging Face safetensors models on Intel GPUs (Arc, Arc Pro, Battlemage, Data Center GPU Max). Complements vllm-project/vllm-skills (NVIDIA) and huggingface/skills (Hub workflows).",
    "version": "0.1.0"
  },
  "plugins": [
    {
      "name": "cuda-to-xpu-migration",
      "source": "./plugins/intel-gpu-ai-skills/skills/cuda-to-xpu-migration",
      "skills": [
        "./"
      ],
      "description": "Create a CUDA-to-XPU migration assessment for an existing AI repo. Identify CUDA-specific assumptions, route to the right XPU skills, produce a migration report. Use when the user has a CUDA repo, notebook, Dockerfile, launch script, HF / vLLM / SGLang workload, or Triton kernel and asks to migrate it to Intel Arc / Arc Pro / Battlemage / XPU — including \"convert this to XPU\" / \"move it to XPU\" and the bare \"migrate this repo\" request where scope is not yet set. A request that says \"port\" routes to xpu-port. Plans and routes only. Not for executing an already-scoped rewrite (use xpu-port), running migrated code, or measuring it."
    },
    {
      "name": "xpu-port",
      "source": "./plugins/intel-gpu-ai-skills/skills/xpu-port",
      "skills": [
        "./"
      ],
      "description": "Execute a single-target CUDA-to-XPU port of a PyTorch repo with libcst-based scan, mechanical rewrite, and CPU FP64 vs target-dtype correctness verify on one forward pass. Use when the request says \"port\" — \"port my repo to XPU\", \"port my repo at <path> to XPU\", \"rewrite the CUDA calls to XPU\", \"apply the mechanical transforms\", \"run the scan and rewrite\", \"make the port changes now\". Not for the \"migrate\" verb (\"migrate my repo\", \"migrate this repo to XPU\") or a bare whole-repo workflow request where scope is not yet set — those start with cuda-to-xpu-migration

Read the full file on GitHub · 173 lines

Files

What ships with it

1 file beside marketplace.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

plugin.json 692 B

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2d ago First seen · 173 lines scan A 51f894d1ac08

Subscribe to this mod's changes

intel-gpu-ai-skills is a plugin published in the GitHub repository intel/gpu-ai-skills (16 stars, last pushed 5d ago), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Data and AI

intel-gpu-ai-skills

Getting it into your agent

Grade A, and why

Nothing flagged

How it starts

What ships with it

What this file has done since we first saw it

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