Add theme switching with three modes (system/light/dark) using Tailwind v4
class-based dark mode. Theme preference is persisted in localStorage and
defaults to the system's prefers-color-scheme. All components updated with
dark: variants for consistent dark mode rendering including SVG elements.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
