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Title: GitHub - alleneee/skill-agent: 基于 FastAPI 的生产级 AI Agent 框架,支持 100+ LLM 提供商、MCP 工具集成、多 Agent 协作、RAG 知识库和沙箱隔离执行 · GitHub

Open Graph Title: GitHub - alleneee/skill-agent: 基于 FastAPI 的生产级 AI Agent 框架,支持 100+ LLM 提供商、MCP 工具集成、多 Agent 协作、RAG 知识库和沙箱隔离执行

X Title: GitHub - alleneee/skill-agent: 基于 FastAPI 的生产级 AI Agent 框架,支持 100+ LLM 提供商、MCP 工具集成、多 Agent 协作、RAG 知识库和沙箱隔离执行

Description: 基于 FastAPI 的生产级 AI Agent 框架,支持 100+ LLM 提供商、MCP 工具集成、多 Agent 协作、RAG 知识库和沙箱隔离执行 - alleneee/skill-agent

Open Graph Description: 基于 FastAPI 的生产级 AI Agent 框架,支持 100+ LLM 提供商、MCP 工具集成、多 Agent 协作、RAG 知识库和沙箱隔离执行 - alleneee/skill-agent

X Description: 基于 FastAPI 的生产级 AI Agent 框架,支持 100+ LLM 提供商、MCP 工具集成、多 Agent 协作、RAG 知识库和沙箱隔离执行 - alleneee/skill-agent

Opengraph URL: https://github.com/alleneee/skill-agent

X: @github

direct link

Domain: github.com

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READMEhttps://github.com/alleneee/skill-agent
https://github.com/alleneee/skill-agent#omni-agent
https://github.com/alleneee/skill-agent#核心特性
https://github.com/alleneee/skill-agent#基础能力
https://github.com/alleneee/skill-agent#高级功能
https://github.com/alleneee/skill-agent#多-agent-协作
https://github.com/alleneee/skill-agent#场景路由
https://github.com/alleneee/skill-agent#性能与监控
https://github.com/alleneee/skill-agent#项目结构
https://github.com/alleneee/skill-agent#快速开始
https://github.com/alleneee/skill-agent#1-安装-uv
https://github.com/alleneee/skill-agent#2-安装项目依赖
https://github.com/alleneee/skill-agent#3-配置环境变量
https://github.com/alleneee/skill-agent#4-配置-mcp可选
https://github.com/alleneee/skill-agent#5-启动服务
http://localhost:8000/docshttp://localhost:8000/docs
http://localhost:8000/healthhttp://localhost:8000/health
http://localhost:8000/api/v1/tools/http://localhost:8000/api/v1/tools/
https://github.com/alleneee/skill-agent#6-启动前端可选
http://localhost:3001http://localhost:3001
https://github.com/alleneee/skill-agent#多-llm-提供商支持
https://github.com/alleneee/skill-agent#支持的提供商
https://github.com/alleneee/skill-agent#自动适配特性
https://github.com/alleneee/skill-agent#配置示例
模型配置指南https://github.com/alleneee/skill-agent/blob/main/docs/MODEL_STANDARDIZATION.md
OpenRouter 配置https://github.com/alleneee/skill-agent/blob/main/docs/OPENROUTER.md
Grok 验证报告https://github.com/alleneee/skill-agent/blob/main/docs/GROK_VALIDATION_REPORT.md
curl 示例https://github.com/alleneee/skill-agent/blob/main/docs/CURL_EXAMPLES.md
https://github.com/alleneee/skill-agent#使用方法
https://github.com/alleneee/skill-agent#通过-curl
https://github.com/alleneee/skill-agent#通过-python-客户端
https://github.com/alleneee/skill-agent#通过交互式文档
http://localhost:3001http://localhost:3001
https://github.com/alleneee/skill-agent#api-端点
https://github.com/alleneee/skill-agent#agent-端点
https://github.com/alleneee/skill-agent#post-apiv1agentrun
https://github.com/alleneee/skill-agent#post-apiv1agentrunstream
https://github.com/alleneee/skill-agent#team-端点
https://github.com/alleneee/skill-agent#post-apiv1teamrun
https://github.com/alleneee/skill-agent#get-apiv1teamroles
https://github.com/alleneee/skill-agent#knowledge-端点rag
https://github.com/alleneee/skill-agent#post-apiv1knowledgeupload
https://github.com/alleneee/skill-agent#post-apiv1knowledgesearch
https://github.com/alleneee/skill-agent#acp-端点-agent-client-protocol
Zed Agent Client Protocolhttps://agentclientprotocol.com/
https://github.com/alleneee/skill-agent#post-apiv1acpagentinitialize
https://github.com/alleneee/skill-agent#post-apiv1acpsessionnew
https://github.com/alleneee/skill-agent#post-apiv1acpsessionprompt
https://github.com/alleneee/skill-agent#post-apiv1acpsessionpromptstream
https://github.com/alleneee/skill-agent#其他端点
https://github.com/alleneee/skill-agent#可用工具
https://github.com/alleneee/skill-agent#基础工具-deepagents-风格
https://github.com/alleneee/skill-agent#高级工具
https://github.com/alleneee/skill-agent#mcp-工具
https://github.com/alleneee/skill-agent#skills-专家系统
https://github.com/alleneee/skill-agent#核心功能详解
https://github.com/alleneee/skill-agent#spawnagent-子任务委派
https://github.com/alleneee/skill-agent#team-多-agent-协作
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https://github.com/alleneee/skill-agent#ralph-迭代模式
https://github.com/alleneee/skill-agent#sandbox-沙箱隔离
agent-sandboxhttps://github.com/agent-infra/sandbox
https://github.com/alleneee/skill-agent#rag-知识库
https://github.com/alleneee/skill-agent#graph-执行引擎
https://github.com/alleneee/skill-agent#acp-协议集成
Zed Agent Client Protocolhttps://agentclientprotocol.com/
agent-client-protocolhttps://github.com/agentclientprotocol/python-sdk
https://github.com/alleneee/skill-agent#支持的后端
https://github.com/alleneee/skill-agent#多后端客户端
https://github.com/alleneee/skill-agent#使用方式
https://github.com/alleneee/skill-agent#多模态消息支持
https://github.com/alleneee/skill-agent#token-管理
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https://github.com/alleneee/skill-agent#记忆系统
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https://github.com/alleneee/skill-agent#使用方式-1
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https://github.com/alleneee/skill-agent#运行测试
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https://github.com/alleneee/skill-agent#docker
https://github.com/alleneee/skill-agent#systemd
https://github.com/alleneee/skill-agent#可观测性与追踪
https://github.com/alleneee/skill-agent#langfuse推荐
Langfusehttps://langfuse.com
https://github.com/alleneee/skill-agent#本地日志deprecated
https://github.com/alleneee/skill-agent#agentlogger单-agent-日志
https://github.com/alleneee/skill-agent#tracelogger多-agent-追踪
https://github.com/alleneee/skill-agent#故障排除
https://github.com/alleneee/skill-agent#参考资料
FastAPIhttps://fastapi.tiangolo.com/
Anthropic APIhttps://docs.anthropic.com/
Model Context Protocolhttps://modelcontextprotocol.io/
agent-sandboxhttps://github.com/agent-infra/sandbox
uvhttps://github.com/astral-sh/uv
https://github.com/alleneee/skill-agent#详细文档
流式输出https://github.com/alleneee/skill-agent/blob/main/docs/STREAMING.md
追踪系统指南https://github.com/alleneee/skill-agent/blob/main/docs/TRACING_GUIDE.md
Sandbox 隔离执行https://github.com/alleneee/skill-agent/blob/main/examples/08_sandbox_execution.py
前端指南https://github.com/alleneee/skill-agent/blob/main/frontend/README.md
开发指南https://github.com/alleneee/skill-agent/blob/main/CLAUDE.md
https://github.com/alleneee/skill-agent#license
agent https://github.com/topics/agent
cli https://github.com/topics/cli
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sandbox https://github.com/topics/sandbox
rag https://github.com/topics/rag
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Shell 0.8% https://github.com/alleneee/skill-agent/search?l=shell
JavaScript 0.6% https://github.com/alleneee/skill-agent/search?l=javascript
CSS 0.4% https://github.com/alleneee/skill-agent/search?l=css
Makefile 0.2% https://github.com/alleneee/skill-agent/search?l=makefile
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.