refactor(shared): upgrade theme provider for os-awareness and fouc pr… - #520
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Closes #334
Summary of Work:
Upgraded the theme provider to eliminate FOUC and respect OS settings using a strict Component -> Hook -> Service architecture.
themeServiceto handle localStorage, DOM manipulation, and Axios API calls to/api/user/preferences/theme.useThemehook to orchestrate state between the backend preference,next-themes, and local fallbacks.ThemeProviderto evaluateprefers-color-schemebefore React hydration, eliminating FOUC.