Comprehensive upgrade of core components, offering broader hardware compatibility, improved feature support, enhanced security, and overall greater system stability. Core system files are mounted as read-only and cannot be modified, making the system more secure and stable. Enhanced snapshot mechanism with minimal storage usage; in case of update or boot failure, the system automatically rolls back to the last known good snapshot. The newly designed control center, taskbar, and notification center utilize interface space more efficiently, enhancing usability. The skeuomorphic design makes icons more intuitive and easier to understand. With the QML reconstruction, the desktop consumes fewer system resources and significantly improves operation and response speed, delivering a smoother user experience. Where the heart goes,the shadow follows The user experience and human-computer interaction provide a more enjoyable sensation. On laptop and tablet hardware, it achieves a seamless integration of human and machine, with the system interface responding "like a shadow follows the body." Rendering Performance Improvement Animation Smoothness Enhancement Quick feeding, accurate answers AI Bar supports word selection and file drag-and-drop parsing. Supports Ubuntu, Debian, Arch Linux, and Fedora systems. One-click installation from the store, and quick launch of the subsystem can be done with a single click from the launcher taskbar *The screen is for reference only, and the specific experience is subject to the actual application.