bupt-gamma/masfactory

MASFactory 是一个以图为中心的框架，用于配合 Vibe Graphing 进行多代理系统的编排：

从意图出发，生成图设计，在可视化环境中预览和优化，编译为可执行工作流，并在运行时追踪节点状态、消息和共享状态。

• 纸张：http://arxiv.org/abs/2603.06007
• 文档：https://docs.masfactory.dev/
• 项目网站：https://masfactory.dev
• 演示视频：https://www.youtube.com/watch?v=ANynzVfY32k
• Vibe Graphing 解说（Discover AI）：https://www.youtube.com/watch?v=QFlQuX_cddk

✨ 主要特色

• 🪄 Vibe Graphing（意图→图） 将自然语言意图转化为结构设计，然后迭代收敛到可执行、可复用的工作流程。
• 🧱 图式合成 明确描述工作流和字段契约，使用 Node / Edge;支持子图、循环、分支和复合组件。
• 👁️ 可视化与可观测性 MASFactory 可视化工具提供拓扑预览、运行时追踪和人机交互功能。
• 🧠 上下文协议（ContextBlock）

MASFactory is a graph-centric framework for orchestrating Multi-Agent Systems with Vibe Graphing:

Start from intent, generate a graph design, preview and refine it in a visual environment, compile it into an executable workflow, and trace node states, messages, and shared state at runtime.

• Paper: http://arxiv.org/abs/2603.06007
• Documentation: https://docs.masfactory.dev/
• Project Website: https://masfactory.dev
• Demonstration Video: https://www.youtube.com/watch?v=ANynzVfY32k
• Vibe Graphing explainer (Discover AI): https://www.youtube.com/watch?v=QFlQuX_cddk

✨ Key Features

• 🪄 Vibe Graphing (intent → graph)
  Turn natural-language intent into a structural design, then iteratively converge to an executable, reusable workflow.
• 🧱 Graph-style composition
  Describe workflow and field contracts explicitly with Node / Edge; supports subgraphs, loops, branches, and composite components.
• 👁️ Visualization and observability
  MASFactory Visualizer provides topology preview, runtime tracing, and human-in-the-loop interaction.
• 🧠 Context protocol (ContextBlock)
  Organize Memory / RAG / MCP context sources in a structured way, with automatic injection and on-demand retrieval.

🧭 Why Choose MASFactory