Convert admin pages to new Tailwind design pattern

- Replace 'card' class with 'admin-card' (gradient cards, dark mode support)
- Replace 'muted' class with consistent Tailwind muted states
- Standardize page headers with gradient backgrounds and Lucide icons
- Convert all inline styles to Tailwind classes
- Add admin-page CSS helpers (admin-card, admin-filter-bar, admin-section-title)
- Apply pattern to all 42 admin pages (was only 6 before)
- Zero TypeScript errors, production builds successfully

Co-authored-by: openhands <[email protected]>

src/app/admin/catalog/page.tsx

@@ -1,6 +1,7 @@
 import Link from "next/link";
 import { StatusCard } from "@/components/admin/dashboard";
 import { prisma } from "@/lib/prisma";
+import { Package } from "lucide-react";
 
 export const dynamic = "force-dynamic";
 
@@ -48,10 +49,15 @@ export default async function AdminCatalog() {
 
   return (
     <main>
-      <h1>Catalog</h1>
-      <p className="muted" style={{ marginTop: "-0.4rem" }}>
-        Browse catalog pages and the items they contain. Read-only.
-      </p>
+      <div className="flex items-center gap-3 mb-6">
+        <div className="w-10 h-10 rounded-xl bg-gradient-to-br from-[var(--color-primary)]/20 to-[var(--color-primary)]/5 grid place-items-center">
+          <Package size={20} className="text-[var(--color-primary)]" />
+        </div>
+        <div>
+          <h1 className="m-0 text-xl font-extrabold text-[var(--color-text)]">Catalog</h1>
+          <p className="m-0 text-xs text-[var(--color-text-muted)] mt-0.5">Browse catalog pages and the items they contain. Read-only.</p>
+        </div>
+      </div>
 
       <div className="grid grid-cols-[repeat(auto-fit,minmax(180px,1fr))] gap-3.5 mb-6">
         <StatusCard label="Pages" value={pages.length} icon="📚" />