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williamwang25
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cloudbase-agent

Build and deploy AG-UI agent HTTP services on CloudBase.

Updated May 14, 2026
Search Tags:#langchain#langgraph#cloudbase#agent-server#ag-ui#sse streaming
One-click install
npx skills add https://github.com/williamwang25/ams-admin --skill cloudbase-agent-williamwang25
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cloudbase-agent
Source: https://github.com/williamwang25/ams-admin/tree/main/.windsurf/rules/cloudbase-agent/ts
Command: npx skills add https://github.com/williamwang25/ams-admin --skill cloudbase-agent-williamwang25

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you build, deploy, and integrate AI agent services that stream events to clients using the AG-UI protocol on CloudBase.

Core Features & Use Cases

  • Agent server deployment (CloudBase): Expose an AG-UI compatible HTTP service via @cloudbase/agent-server, including SSE streaming and OpenAI-compatible routes.
  • Adapter integration: Use the official LangGraph and LangChain adapters, or implement custom adapters via AbstractAgent, to translate framework I/O into AG-UI events.
  • Client UI connectivity: Connect web clients using @ag-ui/client or WeChat Mini Program UIs using @cloudbase/agent-ui-miniprogram with client tools support.

Quick Start

Deploy an AG-UI agent server on CloudBase using manageAgent, then connect a web or Mini Program client to the server’s /send-message or /agui endpoint to stream agent events.

Frequently Asked Questions about cloudbase-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I deploy an AI agent server on CloudBase with SSE streaming?▼

To deploy an AI agent server on CloudBase with SSE streaming, use the manageAgent MCP tool to deploy your service with a scf_bootstrap entry, exposing AG-UI compatible HTTP routes for client connectivity.

Can I use LangGraph or LangChain adapters to stream agent events via the AG-UI protocol?▼

Yes, you can use LangGraph or LangChain adapters to stream agent events via the AG-UI protocol by translating framework inputs and outputs into standard AG-UI events like RUN, TEXT, TOOL, and STATE.

How do I connect a WeChat Mini Program UI to an AG-UI agent backend?▼

You can connect a WeChat Mini Program UI to an AG-UI agent backend by using the @cloudbase/agent-ui-miniprogram package to interface with the server's /send-message or /agui endpoint for streaming events.

What is the AG-UI event lifecycle when building custom agents with AbstractAgent?▼

The AG-UI event lifecycle when building custom agents with AbstractAgent requires proper handling of RUN, TEXT, TOOL, and STATE events to ensure correct communication between the agent server and UI clients.

Do I need specific dependency versions for @cloudbase/agent-server and @langchain packages?▼

Yes, you need dependency alignment using @latest for @cloudbase/agent-* and @langchain/* packages to ensure compatibility when building and deploying AG-UI agent services on CloudBase.

Can I implement a custom adapter instead of using the LangGraph and LangChain adapters for my agent?▼

Yes, you can implement a custom adapter instead of using the LangGraph and LangChain adapters by extending the AbstractAgent implementation to translate your framework's I/O into AG-UI events.

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