Agent Desktop
Enables AI agents to automate and control desktop applications via the command line.
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: Agent Desktop. It is used for: Enables AI agents to automate and control desktop applications via the command line. Full Skill content: https://321skill.com/skills/agent-desktop-x-6/raw/index.md Read that page and install it.
The prompt includes a link to the full Skill content. You can also view the full content.
This skill addresses the challenge of AI agents being unable to directly observe and interact with desktop graphical user interfaces (GUIs). In real-world development, developers often need AI to automate repetitive desktop tasks such as clicking buttons, filling out forms, and reading UI states. However, traditional automation tools struggle to integrate seamlessly with AI's natural language instructions.
Usage is straightforward: simply start an observation session via a CLI command to obtain a structured snapshot of the current interface. You can then use natural language instructions to locate interface elements and perform interactions like clicking, typing, and scrolling, forming a complete "observe-act" loop. The core workflow includes using skeleton snapshots for an interface overview, drilling down into target areas, executing actions, and verifying state changes.
It is well-suited for teams or individuals requiring automated testing, data entry, or desktop application workflow automation—particularly those already using AI agents (like Claude or Cursor) for development or office automation who wish to extend these capabilities to traditional desktop software interactions. Examples include automating ERP system processes, batch operations in design software, or auto-filling web forms.
We recommend using this tool consistently when automating complex business processes involving extensive GUI interactions. Note that it primarily relies on the operating system's native accessibility tree to identify interface elements, so the level of accessibility support in the application is a factor, and it currently mainly supports macOS.
Key Features
Unlike traditional image-based RPA tools (e.g., UiPath), it uses the operating system's native accessibility APIs to directly obtain the hierarchical structure and properties of UI elements, outputting structured JSON. This allows AI agents to precisely understand and manipulate interface elements, rather than relying on error-prone pixel matching.
Limitations
Currently primarily supports macOS 12+ (Windows and Linux are planned). Requires granting the terminal "Accessibility" and "Screen Recording" permissions in the system beforehand.
FAQ
What's the difference between agent-desktop and a regular automation script?
It is not a script, but a CLI tool for AI to call. The AI drives it via natural language instructions, and it translates those instructions into calls to the operating system's accessibility APIs, returning structured data. It acts as a bridge between AI and the desktop GUI.
Can it automate all desktop applications?
It depends on the application's level of support for the operating system's accessibility APIs. Most standard applications (e.g., browsers, office software) are well-supported, but applications using custom drawing may have incomplete element recognition.
Installation guide for AI assistants
If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:
Visit https://321skill.com/skills/agent-desktop-x-6/raw/index.md to read the original Skill definition (Markdown format) for Agent Desktop, and install it according to the instructions.
Raw Markdown URL for AI: /skills/agent-desktop-x-6/raw/index.md