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copilotkit-self-update

CopilotKit Intelligence ·

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项目 README

来源文件:README.md

抓取于 2026年8月29日
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CopilotKit

Build agent-native applications — on any framework, on any surface.

Generative UI, shared state, and human-in-the-loop workflows for React, Angular, Vue, React Native — and in Slack and Microsoft Teams.

Bring Your Own Agent. Any Channel. — CopilotKit and AG-UI connect any agent framework to Slack, Microsoft Teams, Discord, WhatsApp, Telegram, Google Chat, iMessage, and SMS.



What is CopilotKit?

CopilotKit is a best-in-class SDK for building full-stack agentic applications, Generative UI, and chat applications.

What started as a React library is now the horizontal layer between your agents and your users: the same agent can power your web app, your mobile app, and your team's Slack or Microsoft Teams workspace.

We are the company behind the AG-UI Protocol — adopted by Google, LangChain, AWS, Microsoft, Mastra, PydanticAI, and more!

Quick Start

Up and running in under five minutes. All you need is an LLM key (OpenAI, Anthropic, Gemini, etc.).

npx copilotkit@latest create

Agent Skills

CopilotKit ships agent skills that teach your coding agent (Claude Code, Codex, Cursor, Gemini, and others) how to set up, build with, integrate, debug, and upgrade CopilotKit.

Install them into any project directory:

npx copilotkit@latest skills install

Run it again any time to refresh to the latest skills.

Bring Your App to Life

https://github.com/user-attachments/assets/72b7b4f3-b6e7-460c-a932-5746fe3c8db3

Add AI to your app in 1 minute

Features:

  • Chat UI – A fully customizable chat interface that supports message streaming, tool calls, and agent responses.
  • Backend Tool Rendering – Enables agents to call backend tools that return UI components rendered directly in the client.
  • Generative UI – Allows agents to generate and update UI components dynamically at runtime based on user intent and agent state.
  • Shared State – A synchronized state layer that both agents and UI components can read from and write to in real time.
  • Human-in-the-Loop – Lets agents pause execution to request user input, confirmation, or edits before continuing.
  • Self-Learning (early access) – Agents that continuously improve from user feedback via in-context reinforcement learning (CLHF).

🧩 Works With Your Stack

One agent backend. Every frontend.

PlatformStatusGet Started
⚛️ React / Next.js✅ GAQuickstart
🅰️ Angular✅ SupportedSource Code & Quickstart
💚 Vue✅ SupportedSource Code - Quickstart coming soon
📱 React Native✅ SupportedQuickstart
💬 Slack / Microsoft Teams✅ SupportedChannels · Quickstart
🔜 Discord / WhatsApp / Telegram / Google Chat / iMessage / SMS🟡 Coming soonChannels

Your agent logic stays the same — AG-UI handles the wire protocol, CopilotKit handles the UI layer for each framework and channel.

💬 Channels: One Agent, Every Chat App

Write it once, run every channel

The Channels SDK takes the agent you already built and drops it into the chat apps your users live in — same tools, same shared state, same human-in-the-loop, no rewrite (Learn more).

  • Slack – Agents as first-class Slack apps: threads, tool calls, and human-in-the-loop approvals right in the channel.
  • Microsoft Teams – Bring agentic workflows to the enterprise, where your org already lives.

👉 Explore Channels →

🧠 Self-Learning Agents

Improve your product by learning over time.

With Continuous Learning from Human Feedback (CLHF), part of CopilotKit Intelligence, agents improve with every interaction:

  • In-context reinforcement learning – Agents automatically improve from user interactions, no model fine-tuning required.
  • Automatic prompt augmentation – Agent behavior adapts based on recent interactions and outcomes.
  • Per-user adaptation – Agents learn individual preferences and get better for each user over time.
  • Threads & persistence – Full interaction history — generative UI, human-in-the-loop, shared state — captured across sessions.

Available via CopilotKit Cloud or self-hosted.

🔒 Early access: We're onboarding teams now.

👉 Request early access →

https://github.com/user-attachments/assets/7372b27b-8def-40fb-a11d-1f6585f556ad

What this gives you:

  • CopilotKit installed – Core packages are fully set up in your app
  • Provider configured – Context, state, and hooks ready to use
  • Agent <> UI connected – Agents can stream actions and render UI immediately
  • Deployment-ready – Your app is ready to deploy

Complete getting started guide →

How it works:

CopilotKit connects your UI, agents, and tools into a single interaction loop.

CopilotKit Diagram — Motion x2 6 sec version

This enables:

  • Agents that ask users for input
  • Tools that render UI
  • Stateful workflows across steps and sessions
  • One agent, deployed across web, mobile, and chat platforms

⭐️ useAgent Hook

The useAgent hook sits directly on AG-UI, giving you full programmatic control over the agent connection.

// Programmatically access and control your agents
const { agent } = useAgent({ agentId: "my_agent" });

// Render and update your agent's state
return <div>
  <h1>{agent.state.city}</h1>
  <button onClick={() => agent.setState({ city: "NYC" })}>
    Set City
  </button>
</div>

Check out the useAgent docs to learn more.

https://github.com/user-attachments/assets/67928406-8abc-49a1-a851-98018b52174f

Generative UI

Generative UI is a core CopilotKit pattern that allows agents to dynamically render UI as part of their workflow.

https://github.com/user-attachments/assets/3cfacac0-4ffd-457a-96f9-d7951e4ab7b6

Compare the Three Types

image

Explore:

Generative UI educational repo →

🖥️ AG-UI: The Agent–User Interaction Protocol

Connect agent workflows to user-facing apps, with deep partnerships and 1st-party integrations across the agentic stack—including LangChain, CrewAI, Mastra, PydanticAI, and more.

AG-UI


npx create-ag-ui-app my-agent-app
Learn more in the AG-UI README →

🤝 Community

Have questions or need help?

Join our Discord →
Read the Docs →
Try CopilotKit Intelligence →

Stay up to date with our latest releases!

Follow us on LinkedIn →
Follow us on X →

🙋🏽‍♂️ Contributing

Thanks for your interest in contributing to CopilotKit! 💜

We value all contributions, whether it's through code, documentation, creating demo apps, or just spreading the word.

Here are a few useful resources to help you get started:

📄 License

This repository's source code is available under the MIT License.

Agent / MCP / Skill 创作

中风险

  • 来源需自行核对维护者身份。
  • 包含脚本或命令调用,安装前请复核。
  • 未检测到明显外部权限要求。
  • 未检测到高风险命令。
  • 扫描发现:1 条。

Codex — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/CopilotKit/CopilotKit.git
  3. 将 "skills/copilotkit-self-update" 文件夹复制到 Codex 的 skills 目录中。
  4. 重启 Codex 让新的 skill 生效。

Codex — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Codex 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Codex 让新的 skill 生效。

Claude Code — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/CopilotKit/CopilotKit.git
  3. 将 "skills/copilotkit-self-update" 文件夹复制到 Claude Code 的 skills 目录中。
  4. 重启 Claude Code 让新的 skill 生效。

Claude Code — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Claude Code 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Claude Code 让新的 skill 生效。

Cursor — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/CopilotKit/CopilotKit.git
  3. 将 "skills/copilotkit-self-update" 文件夹复制到 Cursor 的 skills 目录中。
  4. 重启 Cursor 让新的 skill 生效。

Cursor — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Cursor 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Cursor 让新的 skill 生效。

GitHub Copilot — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/CopilotKit/CopilotKit.git
  3. 将 "skills/copilotkit-self-update" 文件夹复制到 GitHub Copilot 的 skills 目录中。
  4. 重启 GitHub Copilot 让新的 skill 生效。

GitHub Copilot — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 GitHub Copilot 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 GitHub Copilot 让新的 skill 生效。

Windsurf — Git Clone 安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 克隆仓库:git clone https://github.com/CopilotKit/CopilotKit.git
  3. 将 "skills/copilotkit-self-update" 文件夹复制到 Windsurf 的 skills 目录中。
  4. 重启 Windsurf 让新的 skill 生效。

Windsurf — 手动复制安装

  1. 安装前请先查看来源仓库和风险报告。
  2. 从源仓库下载 SKILL.md 及相关文件。
  3. 在 Windsurf 的 skills 目录中创建新文件夹。
  4. 将所有 skill 文件复制到新文件夹中。
  5. 重启 Windsurf 让新的 skill 生效。
查看 SKILL.md 原文
name: copilotkit-self-update
description: 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".
version: 1.0.0
user_invocable: true
argument_hint: ""

Update CopilotKit Skills

Run this command to pull the latest CopilotKit skills from GitHub:

npx skills add copilotkit/CopilotKit --full-depth -y

This does a fresh clone every time — it always gets the latest version regardless of what's cached.

This works across all tools — Claude Code, Codex, Cursor, Gemini CLI, and others. It detects which tools are installed and updates skills for each.

After the command completes, start a new session in your tool to pick up the changes.

When to Suggest This

  • User says the skills have wrong API names or outdated information
  • User reports that a CopilotKit API doesn't match what the skill says
  • User explicitly asks to update or refresh skills
  • A new CopilotKit version was released and skills may be stale

发现问题?提交给管理员复核

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