🎨 fix(web): align UI and charts with theme tokens and presets

Improve theme switching fidelity (including system preference), extend design tokens so color presets tint real surfaces—not only primary/chrome—and refactor shared badges, tables, and dashboard visuals to semantic colors. Wire VChart series colors to `--chart-*` with safe fallbacks.

**Changes**

- **Theme runtime** (`theme-provider.tsx`): Validate stored theme cookie; keep `resolvedTheme` in sync with DOM + `(prefers-color-scheme)`; `resetTheme` respects `defaultTheme`; memoized context value.
- **Tokens** (`theme.css`): Add `--success|warning|info|neutral` (+ foregrounds) and map them under `@theme inline` for Tailwind utilities.
- **Presets** (`theme-presets.css`): For non-`default` presets, derive `card`, `popover`, `muted`, `accent`, `border`, `input`, and sidebar tokens from `--primary`/`--background`; map semantic status colors to preset chart variables.
- **Components**: `status-badge`, `colors` (avatars, announcements), `copy-button`, `group-badge`, `data-table` row styles, `sidebar` outline shadow (fix `var(--sidebar-border)` usage), ai-elements tool/web-preview status colors.
- **Dashboard**: Latency/API helpers and overview fragments use semantic tokens; `charts.ts` reads `--chart-1`…`--chart-5` from computed styles with fallbacks; `processChartData` / `processUserChartData` accept optional `themeKey` for preset churn; chart components pass `customization.preset` and bump `VChart` keys.

**Verification**

- `bun run typecheck`

web/default/src/components/ui/sidebar.tsx

@@ -481,7 +481,7 @@ const sidebarMenuButtonVariants = cva(
       variant: {
         default: 'hover:bg-sidebar-accent hover:text-sidebar-accent-foreground',
         outline:
-          'bg-background shadow-[0_0_0_1px_hsl(var(--sidebar-border))] hover:bg-sidebar-accent hover:text-sidebar-accent-foreground hover:shadow-[0_0_0_1px_hsl(var(--sidebar-accent))]',
+          'bg-background shadow-[0_0_0_1px_var(--sidebar-border)] hover:bg-sidebar-accent hover:text-sidebar-accent-foreground hover:shadow-[0_0_0_1px_var(--sidebar-accent)]',
       },
       size: {
         default: 'h-8 text-sm',