What problem does it solve? Driving real macOS applications and browser interfaces programmatically is fragile: synthetic clicks steal focus, accessibility trees are sparse, and actions silently fail without verification. This Skill gives agents a disciplined, background-safe loop for operating GUI apps without disrupting the user's foreground work. ## Core Features & Use Cases - Snapshot-Verified Automation: Enforces a snapshot-before-and-after invariant using get_window_state so every click, keystroke, or value change is confirmed against the accessibility tree. - Background-Safe Operation: Launches apps and opens URLs via launch_app without focus steal, cursor warping, or Space switching, so users keep typing in their current app. - Web App Handling: Covers Chromium, WebKit, Electron, and Tauri quirks including sparse AX trees, minimized-window keyboard-commit failures, and the windows-over-tabs pattern. - Use Case: Ask the agent to open a URL in your default browser, fill a form in Numbers, or read your calendar events, and it drives the real app in the background while verifying each step. ## Quick Start Ask the agent to open the Downloads folder in Finder or navigate to a website in your default browser, and it will launch the app, snapshot its window state, act by element index, and verify the result.