One

English | 中文

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A multi-agent orchestration desktop application. Create agents, skills, and capabilities — wire them into collaborative workflows with 6 orchestration patterns.

Features

• Direct Chat — Ask questions, get analysis and suggestions from the main assistant
• Team Orchestration — Dynamically compose multi-agent teams and run collaborative workflows
• Asset Creation — Create agents, capabilities, skills, and personas through natural conversation
• Long-term Memory — Remember preferences and context across sessions
• File Operations — Read, write, and search local files within a sandboxed directory
• Web Access — Real-time web search and page content reading
• Skill Packs — Import reusable knowledge packages (.zip) with scripts and references
• Canvas Editor — Visual workflow editor powered by ReactFlow for designing orchestration graphs

Orchestration Patterns

Pattern	Description
Agent	Single agent execution
Sequential	Chain A → B → C
Concurrent	Parallel fork + aggregator
GroupChat	Round-robin or manager-selected speaker
Handoff	Relay-style task transfer
Magentic	Manager + workers

Tech Stack

• Shell: Electron
• Frontend: React, TypeScript, Vite
• Backend: Full TypeScript (Koa), SQLite (better-sqlite3)
• Canvas: ReactFlow
• Styling: CSS custom properties, glass-morphism design system
• LLM: Multi-provider support with thinking/retry/HITL

Getting Started

# Install dependencies
npm install

# Development
npm run dev

# Build
npm run build

# Package (DMG / installer)
npm run package

Project Structure

src/
├── main/          # Electron main process (Koa backend, tools, orchestrator)
│   ├── ipc/       # IPC handlers (agents, skills, capabilities, secrets...)
│   ├── llm/       # LLM client, retry, thinking parser
│   ├── orchestrator/  # Home router, workflow runner
│   │   └── patterns/  # 6 orchestration executors
│   ├── tools/     # Built-in tools (file, web, memory, create, askUser, opencli)
│   └── secrets/   # Vault (keychain-backed credential storage)
├── renderer/      # React frontend
│   ├── src/
│   │   ├── pages/     # HomePage, EditorPage
│   │   ├── components/ # MessageItem, MentionComposer, RunChatPanel...
│   │   ├── store/     # Zustand stores
│   │   └── api/       # IPC client, hooks
│   └── public/locales/ # i18n (zh-CN, en)
└── shared/        # Shared types (Agent, Skill, Capability, Persona...)

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中文

多 Agent 编排桌面应用。创建角色、技能与能力，通过 6 种编排模式组建协作工作流。

核心能力

• 直接对话 — 主助手回答问题、提供分析和建议
• 团队编排 — 动态组建多 Agent 团队，运行协作工作流
• 资产创建 — 通过自然对话创建角色、能力、技能和人设
• 长期记忆 — 跨会话记住偏好和上下文
• 文件操作 — 在围栏目录内读写和搜索本地文件
• 联网搜索 — 实时全网搜索和网页内容读取
• 技能包 — 导入可复用知识包（.zip），含脚本和参考资料
• 画布编辑器 — 基于 ReactFlow 的可视化工作流编辑器

编排模式

模式	说明
Agent	单 Agent 执行
Sequential	顺序链 A → B → C
Concurrent	并行分叉 + 聚合
GroupChat	群聊（轮询或管理员选发言人）
Handoff	接力转交
Magentic	Manager + Workers

技术栈

• 外壳：Electron
• 前端：React、TypeScript、Vite
• 后端：全 TypeScript（Koa）、SQLite（better-sqlite3）
• 画布：ReactFlow
• 样式：CSS 自定义属性、玻璃拟态设计系统
• LLM：多供应商支持，含思考链/重试/人机交互

快速开始

npm install
npm run dev