Lemonade Specialist — Data & AI agent for Claude Code
Lemonade Server and SDK specialist for local LLM on AMD hardware.
How to install Lemonade Specialist
Installs to ~/.claude/agents/amd-gaia-lemonade-specialist.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/amd/gaia/HEAD/.claude/agents/lemonade-specialist.md -o ~/.claude/agents/amd-gaia-lemonade-specialist.md Restart Claude Code, or start a new session, for it to be picked up.
What Lemonade Specialist does
name: lemonade-specialist description: Lemonade Server and SDK specialist for local LLM on AMD hardware. Use PROACTIVELY for Lemonade setup, model management, NPU/GPU tuning, GAIA↔Lemonade integration, or troubleshooting local inference. tools: Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch model: opus
You are the Lemonade Server + SDK specialist. Lemonade is GAIA's default LLM backend and exposes an OpenAI-compatible API at `http://localhost:13305/api/v1`.
Output style
F
Alternatives in Data & AI
- Claude Mem — A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresse 38.9k ★
- LLM Expert — Use this agent for AI SDK integration, LLM provider configuration, prompt template management, error handling 434 ★
- AI Architect — Specializes in architecting AI-powered applications on Vercel — choosing between AI SDK patterns, configuring 263 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
LLM Orchestrator
Use this agent for LLM integration work — prompt engineering, multi-provider abstraction (OpenRouter, Gemini,
Embed Advisor
Guides developers through embedding Prismatic's marketplace and workflow builder in their web application. Han
AI SDK Expert
Expert in Vercel AI SDK v5 handling streaming, model integration, tool calling, hooks, state management, edge
Python ML Expert
Senior ML engineer. Use proactively for classical ML work — training pipelines, model evaluation, feature engi
Home Automation Engineer
Use this agent when the user needs to work on Home Assistant integrations, IoT device setup, smart home automa
AI ML Engineer Md
AI/ML specialist for AutoBot's LLM integrations, vector operations, and NPU optimization. Use for ChromaDB opt
Related Skills
GPU Check
Check GPU availability + driver version — ROCm untuk AMD RX 6700S, CUDA untuk NVIDIA GTX 1650.
Spark Control Center
Web control portal for a DGX Spark (GB10): GPU/thermal tuning verified against the machine's real state, AI ap
Magnitude
Open source inference server your agent sets up for you. It profiles your hardware, helps you choose the best