A Flutter windows app should be able to follow the system's theme:

1. Theme awareness. At startup, the app should be able to detect whether the system theme is in light or dark mode
2. React to system changes. If you switch your system theme, the app and its window should switch accordingly.

This was implemented in flutter/engine#29303 but seems to have regressed.