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AMD Skills Walkthroughs: local-ai-use

The goal of this skill is to teach your AI agent to use image generation, text generation, and text to speech locally.

Step 1 - Understanding which skills are available

  • Run claude "Which skills can you see?" --model sonnet. You should see a list of skills that should not include anythink related to local LLM usage.
  • Make sure there is no AGENTS.md file on your local folder.

Step 2 - Enabling claude to see local-ai-use

In the future this will be enabled directly through claude's marketplace. For now, we have to manually add it.

  • Clone https://github.com/amd/skills
  • Move the local-ai-use skill from the repo to .claude/skills/
  • Run claude "Which skills can you see?" --model sonnet. You should see a list of skills that includes local-ai-use.

Step 3 - Running the skill

Open Claude and run the prompt:

Learn how to do image generation locally

Followed by

Generate the image of a cat

Claude should install Lemonade locally on your device and allow you to generate images locally after the first setup run.

Step 4 - (Optional) Going beyond

The local-ai-use can also help you with text to speech and speech to text locally. Simply ask claude for help there.

Step 5 - (Optional) Try to get things done without AMD Skills

Remove the added skills from .claude/skills/ and rerun the experiment above. This should lead to a high variance in execution length and token usage.

  • Model being successful after significant token usage.
  • Model providing a knowledge article instead of actually learning how to do it.
  • Model attempting to come up with a custom strategy to generate images locally, resulting in very low-quality assets.