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This pull request improves the application's theme mode handling by persisting the user's theme preference in
localStorageand ensuring consistent theme selection across sessions and browser settings. The most important changes are:Theme persistence and initialization:
THEME_STORAGE_KEYconstant and updated the theme initialization logic inAppto read the user's preferred mode fromlocalStorage, defaulting to system preference if not set.localStoragewhenever the user switches between light and dark modes.localStorage, only updating the theme if no preference has been saved.