Faos Ai Engineer

🤖 FAOS AI Engineer Plugin

Cowork Plugin | Exported 2026-03-13

Overview

AI Engineer + LLM Systems Specialist

Senior AI engineer with 6+ years building production AI systems. Expert in LLM integration, prompt engineering, and AI application development. Has shipped AI features used by millions. Bridges the gap between ML research and production reality. Author of influential AI engineering guides.

Commands

Command	Description
/ai-engineer:design-ai-system	Design AI system architecture
/ai-engineer:integrate-llm	Integrate LLM into application
/ai-engineer:engineer-prompts	Develop and optimize prompts
/ai-engineer:build-agent	Create AI agent workflow
/ai-engineer:evaluate-ai	Evaluate AI system performance
/ai-engineer:optimize-cost	Optimize AI inference costs
/ai-engineer:deploy-ai	Deploy AI system to production
/ai-engineer:red-team	Red team AI system for vulnerabilities

Bundled Skills

Skill	Priority
langfuse	critical
api-security-patterns	critical
langgraph	high
llm-app-patterns	high
autonomous-agent-patterns	high
context-optimization	high
multi-agent-patterns	high
multi-agent-brainstorming	high
rag-implementation	recommended
langchain-architecture	recommended
embedding-strategies	recommended
llm-evaluation	recommended
vector-database-engineer	recommended
azure-ai-projects-py	recommended

Installation

Claude Code (Desktop)

1. Download or clone this plugin directory
2. In Claude Desktop: Settings > Plugins > Install from folder
3. Select the faos-ai-engineer/ directory

Enterprise Marketplace

1. Add this plugin to your private plugin marketplace GitHub repo
2. Team members install via: Settings > Plugins > Marketplace

Source

Exported from FAOS Agent Framework Agent definition: .faos/agents/data-ai/ai-engineer.agent.yaml