AI-Native System Development & Deployment Skill

This skill provides a structured workflow for guiding users through the complete development lifecycle of AI-Native systems—from architecture design through Kubernetes deployment—via interactive Q&A. It ensures consistent decision-making at every stage.

When to Trigger This Skill

Trigger conditions:

• User mentions AI-Native development: "build an AI app", "create AI-powered system", "develop with AI agents"
• User mentions agent design: "design AI agents", "plan agent architecture", "agent workflows"
• User mentions AI system architecture: "AI microservices", "LLM integration", "agentic system"
• User wants end-to-end planning: "plan my AI app from design to deployment"
• User asks about AI patterns: "how should I structure my AI app", "agent communication patterns"

Design Principles (Apply Consistently)