본문으로 건너뛰기
cccskills
무료GitHub에 공개

copilotkit-develop

Use when building AI-powered features with CopilotKit v2 -- adding chat interfaces, registering frontend tools, sharing application context with agents, handling agent interrupts, and working with the CopilotKit runtime.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

설치 방법 보기

포함된 파일(6)

  • SKILL.md6.2 KB
  • eval.yaml9.4 KB
  • references/api-surface.md13.4 KB
  • references/chat-customization.md7.6 KB
  • references/runtime-api.md8.3 KB
  • sources.md3.1 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

CopilotKit v2 Development Skill

Live Documentation (MCP)

This plugin includes an MCP server (copilotkit-docs) that provides search-docs and search-code tools for querying live CopilotKit documentation and source code.

  • Claude Code: Auto-configured by the plugin's .mcp.json -- no setup needed.
  • Codex: Requires manual configuration. See the copilotkit-debug skill for setup instructions.

Architecture Overview

CopilotKit v2 is built on the AG-UI protocol (@ag-ui/client / @ag-ui/core). The stack has three layers:

  1. Runtime (@copilotkit/runtime) -- Server-side. Hosts agents, handles SSE/Intelligence transport, middleware, transcription.
  2. Core (@copilotkit/core) -- Shared state management, tool registry, suggestion engine. Not imported directly by apps.
  3. React (@copilotkit/react) -- Provider, chat components, hooks. Re-exports everything from @ag-ui/client so apps need only one import.

Workflow

1. Set Up the Runtime (Server)

Create a CopilotRuntime (or the explicit CopilotSseRuntime / CopilotIntelligenceRuntime) and expose it via createCopilotEndpoint (Hono) or createCopilotEndpointExpress (Express).

import { CopilotRuntime, createCopilotEndpoint } from "@copilotkit/runtime";
import { LangGraphAgent } from "@ag-ui/langgraph";

const runtime = new CopilotRuntime({
  agents: {
    myAgent: new LangGraphAgent({ /* ... */ }),
  },
});

const app = createCopilotEndpoint({
  runtime,
  basePath: "/api/copilotkit",
});

2. Wrap Your App with the Provider (Client)

import { CopilotKitProvider } from "@copilotkit/react";

function App() {
  return (
    <CopilotKitProvider runtimeUrl="/api/copilotkit">
      <YourApp />
    </CopilotKitProvider>
  );
}

3. Add a Chat UI

Use <CopilotChat>, <CopilotPopup>, or <CopilotSidebar>:

import { CopilotChat } from "@copilotkit/react";

function ChatPage() {
  return <CopilotChat agentId="myAgent" />;
}

4. Register Frontend Tools

Let the agent call functions in the browser:

import { useFrontendTool } from "@copilotkit/react";
import { z } from "zod";

useFrontendTool({
  name: "highlightCell",
  description: "Highlight a spreadsheet cell",
  parameters: z.object({ row: z.number(), col: z.number() }),
  handler: async ({ row, col }) => {
    highlightCell(row, col);
    return "done";
  },
});

5. Share Application Context

Provide runtime data to the agent:

import { useAgentContext } from "@copilotkit/react";

useAgentContext({
  description: "The user's current shopping cart",
  value: cart, // any JSON-serializable value
});

6. Handle Agent Interrupts

When an agent pauses for human input:

import { useInterrupt } from "@copilotkit/react";

useInterrupt({
  render: ({ event, resolve }) => (
    <div>
      <p>{event.value.question}</p>
      <button onClick={() => resolve({ approved: true })}>Approve</button>
    </div>
  ),
});

7. Render Tool Calls in Chat

Show custom UI when tools execute:

import { useRenderTool } from "@copilotkit/react";
import { z } from "zod";

useRenderTool({
  name: "searchDocs",
  parameters: z.object({ query: z.string() }),
  render: ({ status, parameters, result }) => {
    if (status === "executing") return <Spinner>Searching {parameters.query}...</Spinner>;
    if (status === "complete") return <Results data={result} />;
    return <div>Preparing...</div>;
  },
}, []);

Quick Reference: Hooks

HookPurpose
useFrontendToolRegister a tool the agent can call in the browser
useComponentRegister a React component as a chat-rendered tool (convenience wrapper around useFrontendTool)
useAgentContextShare JSON-serializable application state with the agent
useAgentGet the AbstractAgent instance for an agent ID; subscribe to message/state/run-status changes
useInterruptHandle on_interrupt events from agents with render + optional handler/filter
useHumanInTheLoopRegister a tool that pauses execution until the user responds via a rendered UI
useRenderToolRegister a renderer for tool calls (by name or wildcard "*")
useDefaultRenderToolRegister a wildcard "*" renderer using the built-in expandable card UI
useRenderToolCallInternal hook returning a function to resolve the correct renderer for a given tool call
useRenderActivityMessageInternal hook for rendering activity messages by type
useRenderCustomMessagesInternal hook for rendering custom message decorators
useSuggestionsRead the current suggestion list and control reload/clear
useConfigureSuggestionsRegister static or dynamic (LLM-generated) suggestion configs
useThreadsList, rename, archive, and delete Intelligence platform threads

Quick Reference: Components

ComponentPurpose
CopilotKitProviderRoot provider -- configures runtime URL, headers, agents, error handler
CopilotChatFull chat interface connected to an agent (inline layout)
CopilotPopupChat in a floating popup with toggle button
CopilotSidebarChat in a collapsible sidebar with toggle button
CopilotChatViewHeadless chat view with slots for message view, input, scroll, suggestions
CopilotChatInputChat input textarea with send/stop/transcribe controls
CopilotChatMessageViewRenders the message list
CopilotChatSuggestionViewRenders suggestion pills

Quick Reference: Runtime

ExportPurpose
CopilotRuntimeAuto-detecting runtime (delegates to SSE or Intelligence)
CopilotSseRuntimeExplicit SSE-mode runtime
CopilotIntelligenceRuntimeIntelligence-mode runtime with durable threads
createCopilotEndpointCreate a Hono app with all CopilotKit routes
createCopilotEndpointExpressCreate an Express router with all CopilotKit routes
CopilotKitIntelligenceIntelligence platform client configuration

리뷰

아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.

댓글

로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.

아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.

보내면 바로 공개됩니다. 이메일 주소나 전화번호 같은 개인 정보는 쓰지 마세요. URL은 2개까지입니다.

0 / 1,000자

이 양식은 reCAPTCHA로 보호되며 Google 개인정보처리방침 및 서비스 약관이 적용됩니다.

같은 저장소의 스킬

DEPRECATED: This skill has been replaced by `mcp-app-builder`. Check if `mcp-app-builder` is available in the skills folder. If not, install it: `npx skills install mcp-use/mcp-use --skill mcp-app-builder` Use `mcp-app-builder` instead of this skill. Build ChatGPT apps with interactive widgets using mcp-use and OpenAI Apps SDK. Use when creating ChatGPT apps, building MCP servers with widgets, defining React widgets, working with Apps SDK, or when user mentions ChatGPT widgets, mcp-use widgets, or Apps SDK development.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

CopilotKit/Generative-UI-Global-Hackathon-Starter-Kit72026년 5월 27일 업데이트

Use when building custom agent backends, implementing the AG-UI protocol, debugging streaming issues, or understanding how agents communicate with frontends. Covers event types, SSE transport, AbstractAgent/HttpAgent patterns, state synchronization, tool calls, and human-in-the-loop flows.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

CopilotKit/Generative-UI-Global-Hackathon-Starter-Kit72026년 5월 27일 업데이트

Use when contributing to the CopilotKit open-source project — forking, cloning, setting up the monorepo, creating branches, running tests, and submitting pull requests against CopilotKit/CopilotKit.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

CopilotKit/Generative-UI-Global-Hackathon-Starter-Kit72026년 5월 27일 업데이트

Use when diagnosing CopilotKit issues -- runtime connectivity failures, agent not responding, streaming errors, tool execution problems, transcription failures, version mismatches, and AG-UI event tracing.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

CopilotKit/Generative-UI-Global-Hackathon-Starter-Kit72026년 5월 27일 업데이트

Use when wiring an external agent framework (LangGraph, CrewAI, PydanticAI, Mastra, ADK, LlamaIndex, Agno, Strands, Microsoft Agent Framework, or others) into a CopilotKit application via the AG-UI protocol.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

CopilotKit/Generative-UI-Global-Hackathon-Starter-Kit72026년 5월 27일 업데이트

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 updating the CopilotKit codebase or project — this is specifically about refreshing the skills/knowledge this agent has loaded. Triggers on "update copilotkit skills", "update skills", "refresh skills", "skills are stale", "skills are outdated", "get latest skills", "my copilotkit knowledge is wrong", "copilotkit APIs changed", "skills seem old", "wrong API names", "reinstall skills", "skills not working right", "update your copilotkit knowledge".

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

CopilotKit/Generative-UI-Global-Hackathon-Starter-Kit72026년 5월 27일 업데이트

CopilotKit의 스킬 모두 보기

이 스킬의 문제 신고