ios

lib/features/home/providers/favorite_provider.dart

@@ -149,9 +149,12 @@ class FavoriteNotifier extends Notifier<FavoriteState> {
   Future<void> loadLocalFavoritesAsItems() async {
     try {
       final convertedItems = await _repo.loadLocalFavoritesAsItems();
+      // 同时加载AppDatabase中isFavorite=true的记录并合并
+      final localDbItems = await _repo.loadLocalDbFavorites();
+      final mergedItems = _repo.mergeWithLocalDb(convertedItems, localDbItems);
       state = state.copyWith(
-        items: convertedItems,
-        total: convertedItems.length,
+        items: mergedItems,
+        total: mergedItems.length,
         isLoading: false,
       );
     } catch (e) {