Introduced a stable, no-layout-shift theme toggle with semantic color tokens and predictable dark-mode behavior.
- Implemented a new theme toggle using CSS variables + class strategy without causing header layout shifts.
- Added Birdor semantic color utilities: text-bd-*, bg-bd-*, border-bd-* for full design-system consistency.
- Replaced hardcoded colors across the site with semantic tokens for easy theme extension.
- Ensured theme persistence using localStorage with no hydration flashes.
- Verified theme behavior across Next.js static export, App Router, and all tools pages.