Multiple users have requested a dark mode option for the dashboard, particularly for those working in low-light environments for extended periods. The feature should respect the system-level prefers-color-scheme media query by default, while also allowing users to manually toggle it via their profile settings. All components, charts, and data tables need to be audited and updated to support both themes without visual regressions.