- Add useDarkMode hook for managing theme state and persistence
- Integrate dark mode toggle button in app header
- Update all components with dark variant styles using Tailwind v4
- Create centralized style utilities for consistent theming
- Support system color scheme preference as fallback
- Store user preference in localStorage for persistence
