What is included in the plugin?

AMD's verified Agent Skills in one plugin, covering local image and audio processing on Ryzen AI, serving LLMs on AMD Instinct GPUs with vLLM, and GPU kernel and PyTorch trace performance analysis.

Do I need AMD hardware?

The skills target AMD hardware: Ryzen AI PCs for local image and audio processing, and AMD Instinct GPUs for serving models with vLLM.

Can it profile PyTorch workloads?

Yes, it includes skills for analyzing GPU kernel and PyTorch trace performance.

amd-skills

PackMedia

amd-skills is a plugin that bundles AMD's verified Agent Skills for media and model work. It lets an AI agent route images and audio through local AI on Ryzen AI PCs, serve language models on AMD Instinct GPUs with vLLM, and analyze GPU kernel and PyTorch trace performance. For someone using an AI agent, it adds ready-made skills for running local inference and profiling model speed on AMD hardware.

Unavailable. Delivery for this kind is on the roadmap — not serving yet.

Have AMD hardware that matches the skill you want to use, such as a Ryzen AI PC or an AMD Instinct GPU.

What your AI can do with it

Route images through local AI on Ryzen AI PCs
Route audio through local AI on Ryzen AI PCs
Serve LLMs on AMD Instinct GPUs with vLLM
Analyze GPU kernel performance
Analyze PyTorch trace performance

Getting started

Have AMD hardware that matches the skill you want to use, such as a Ryzen AI PC or an AMD Instinct GPU.
Install the amd-skills plugin so its Agent Skills become available to your agent.
Ask the agent to use a skill, for example to process an image or audio file locally, serve a model with vLLM, or profile a kernel or PyTorch trace.

Signals

GitHub stars: 37k
Forks: 4k
Last commit: Sep 2026

Questions

What is included in the plugin?: AMD's verified Agent Skills in one plugin, covering local image and audio processing on Ryzen AI, serving LLMs on AMD Instinct GPUs with vLLM, and GPU kernel and PyTorch trace performance analysis.
Do I need AMD hardware?: The skills target AMD hardware: Ryzen AI PCs for local image and audio processing, and AMD Instinct GPUs for serving models with vLLM.
Can it profile PyTorch workloads?: Yes, it includes skills for analyzing GPU kernel and PyTorch trace performance.

Advanced

Item type: plugin
Key: anthropics-claude-plugins-official-amd-skills
Source: github.com/anthropics/claude-plugins-official

github.com/anthropics/claude-plugins-official