CSS Variable Unification & Theme Toggle Update

This release adds full UI control and introduces a unified theming system across the application. Light, dark, and system modes are now fully supported with a manual toggle in Settings, correctly synchronized across all pages including the search view. Styling has been consolidated into a single CSS source using theme variables, ensuring consistent visuals, proper scrolling behavior, and seamless system theme integration.