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- 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