# amd skills — Agent Skill

AMD's verified Agent Skills in one plugin: route image/audio through local AI on Ryzen AI, serve LLMs on AMD Instinct GPUs with vLLM, optimize inference throughput with Hyperloom, and analyze GPU kernel and PyTorch trace performance.

## At a glance

amd-skills is an Agent Skill by amd in the Design & Creative category. It bundles 5 skills. In Claude Code it installs with `/plugin install amd-skills@claude-plugins-official` after adding the anthropics/claude-plugins-official marketplace; other assistants use its SKILL.md instructions as rules. Its source repository has 470 GitHub stars (as of Oct 28, 2026).

## Included skills

- ./local-ai-use
- ./local-ai-app-integration
- ./serving-llms-on-instinct
- ./tracelens-analysis-orchestrator
- ./hyperloom-workload-optimizer

## Install

### How to install amd skills in Claude Code

1. Add the marketplace

```claude
/plugin marketplace add anthropics/claude-plugins-official
```

2. Install the skill

```claude
/plugin install amd-skills@claude-plugins-official
```

3. Use it

   These are slash commands for a Claude Code session, not your shell. Claude auto-invokes the skill when your request matches its description — or type its slash command if it exposes one.

### How to install amd skills in Claude Desktop

1. Clone the source

```bash
git clone https://github.com/amd/skills.git
```

2. Find the skill

   It lives in skills/skills — that folder contains the SKILL.md.

3. Add the SKILL.md to your Skills folder

   Settings → Capabilities → Skills → add the folder containing SKILL.md. Claude picks it up automatically.

### How to install amd skills in Cursor

1. Clone the source

```bash
git clone https://github.com/amd/skills.git
```

2. Find the skill

   It lives in skills/skills — that folder contains the SKILL.md.

3. Convert to a Cursor rule

   Create .cursor/rules/amd-skills.mdc and paste the SKILL.md body. Set `alwaysApply` or a glob so the Agent loads it in context.

### How to install amd skills in Codex CLI

1. Clone the source

```bash
git clone https://github.com/amd/skills.git
```

2. Find the skill

   It lives in skills/skills — that folder contains the SKILL.md.

3. Reference in AGENTS.md

   Add the skill's instructions (or a link) to AGENTS.md at your repo root — Codex reads it on every run.

### How to install amd skills in Windsurf

1. Clone the source

```bash
git clone https://github.com/amd/skills.git
```

2. Find the skill

   It lives in skills/skills — that folder contains the SKILL.md.

3. Add to your rules / context

   Paste the SKILL.md instructions into this tool's custom rules or workspace instructions so the agent follows them.

### How to install amd skills in Cline

1. Clone the source

```bash
git clone https://github.com/amd/skills.git
```

2. Find the skill

   It lives in skills/skills — that folder contains the SKILL.md.

3. Add to your rules / context

   Paste the SKILL.md instructions into this tool's custom rules or workspace instructions so the agent follows them.

### How to install amd skills in VS Code

1. Clone the source

```bash
git clone https://github.com/amd/skills.git
```

2. Find the skill

   It lives in skills/skills — that folder contains the SKILL.md.

3. Add to your rules / context

   Paste the SKILL.md instructions into this tool's custom rules or workspace instructions so the agent follows them.

Source: https://github.com/amd/skills/tree/main/skills

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Source: https://mcp-skills-hub.vercel.app/skills/amd-skills · MCP Skills Hub · data as of 2026-10-28T12:31:05Z