What problem does it solve? Wiring an external agent framework like LangGraph, CrewAI, or PydanticAI into a CopilotKit frontend requires knowing the correct AG-UI adapter, client class, server pattern, and port configuration for each framework, which is error-prone without a reference. ## Core Features & Use Cases - Framework Decision Tree: Routes you to the correct integration guide based on language (Python, TypeScript, .NET) and framework (LangGraph, CrewAI, PydanticAI, Mastra, ADK, LlamaIndex, Agno, Strands, Microsoft Agent Framework, A2A). - Per-Framework Reference Guides: Detailed integration docs covering agent definition, FastAPI server setup, Next.js route configuration, and shared state management for each supported framework. - Common AG-UI Patterns: Ready-to-use frontend snippets for CopilotKitProvider, useAgent shared state, useFrontendTool, useRenderToolCall generative UI, and useHumanInTheLoop approval flows. - Use Case: You have a CrewAI Flow agent and a Next.js app. Use this Skill to learn that you need add_crewai_flow_fastapi_endpoint on the server, HttpAgent from @ag-ui/client in the route, and CopilotKitState for shared state. ## Quick Start Ask the agent to show you how to connect your LangGraph Python agent to a CopilotKit Next.js frontend using the AG-UI protocol.