Project Title

UFO — The Desktop AgentOS for Automating Multi-Application Workflows on Windows

Overview

UFO is a UI-Focused multi-agent framework designed to fulfill user requests on Windows OS by seamlessly navigating and operating within individual or spanning multiple applications. It stands out for its deep OS integration, hybrid GUI + API actions, and speculative multi-action capabilities, making it a robust solution for automating complex workflows.

Key Features

Deep OS Integration: Combines Windows UIA, Win32, and WinCOM for first-class control detection and native commands.
Hybrid GUI + API Actions: Chooses native APIs when available, falls back to clicks/keystrokes when not—fast and robust.
Speculative Multi-Action: Bundles several predicted steps into one LLM call, validated live—up to 51% fewer queries.

Use Cases

Use case 1: Automating complex workflows across multiple applications without manual intervention.
Use case 2: Enhancing productivity by turning natural-language requests into automatic, reliable multi-application workflows.
Use case 3: Facilitating the development of custom automation scripts for specific business processes.

Advantages

Advantage 1: Enables seamless integration of multiple agents for complex tasks through the AgentOS concept.
Advantage 2: Provides a hybrid UIA + vision pipeline for detecting standard and custom controls.
Advantage 3: Offers a sandboxed virtual desktop for automation, allowing users to keep using their main screen.

Limitations / Considerations

Limitation 1: As a relatively new project, it may lack the extensive community support and resources of more established frameworks.
Limitation 2: The project's documentation and community resources are still being developed, which might affect the ease of onboarding for new users.

Project 1: AutoHotkey - A powerful open-source scripting language for Windows, but lacks the multi-agent framework and deep OS integration of UFO.
Project 2: Selenium - A popular tool for automating web browsers, but it is not designed for desktop applications like UFO.
Project 3: PyAutoGUI - A Python library for programmatically controlling the mouse and keyboard, but it does not offer the same level of OS integration and multi-agent capabilities as UFO.

Basic Information

GitHub: https://github.com/microsoft/UFO
Stars: 7,647
License: MIT
Last Commit: 2025-10-09

📊 Project Information

Project Name: UFO
GitHub URL: https://github.com/microsoft/UFO
Programming Language: Python
⭐ Stars: 7,647
🍴 Forks: 933
📅 Created: 2024-01-08
🔄 Last Updated: 2025-10-09

🏷️ Project Topics

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