@copilotkit

copilotkit-integrations covers wiring external agent frameworks (langgraph, crewai, pydanticai, mastra, etc) into copilotkit frontends via the ag-ui streaming protocol. includes mcp server for live documentation lookup.

copilotkit is a router skill that delegates to specialized sub-skills for setup, development, integrations, debugging, upgrades, and protocol work. it provides a taxonomy of tasks and references an mcp documentation server but lacks actionable procedures.

copilotkit-agui documents the event-based protocol for agent-to-ui communication via typed streams and sse or binary transport, covering agent backend implementation and frontend event handling patterns.

migrating copilotkit from v1 to v2 requires auditing imports, replacing deprecated hooks, switching runtime strategies, and validating behavior against the new ag-ui protocol foundation.

Use when the user wants to update, refresh, or reinstall the CopilotKit agent SKILLS (the SKILL.md files that teach this agent about CopilotKit). NOT for…

Use when diagnosing CopilotKit issues -- runtime connectivity failures, agent not responding, streaming errors, tool execution problems, transcription…

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Use when building AI-powered features with CopilotKit v2 -- adding chat interfaces, registering frontend tools, sharing application context with agents,…