diff --git a/lib/core/logging/app_logger.dart b/lib/core/logging/app_logger.dart
index ea15e28..bf9ead3 100644
--- a/lib/core/logging/app_logger.dart
+++ b/lib/core/logging/app_logger.dart
@@ -38,6 +38,7 @@ class AppLogEntry {
     'Media' => '媒体库',
     'CloudIndex' => '全盘索引',
     'Player' => '播放器',
+    'Storage' => '本地存储',
     'App' => '应用',
     'Flutter' => '界面',
     'Dart' => '运行时',
diff --git a/lib/core/storage/media_library_store.dart b/lib/core/storage/media_library_store.dart
index 6a13864..17abee5 100644
--- a/lib/core/storage/media_library_store.dart
+++ b/lib/core/storage/media_library_store.dart
@@ -4,6 +4,7 @@ import 'dart:io';
 import 'package:path/path.dart' as path;
 import 'package:sqflite/sqflite.dart';
 
+import '../logging/app_logger.dart';
 import '../../models/cloud_file.dart';
 import '../../models/media_library.dart';
 
@@ -11,10 +12,17 @@ import '../../models/media_library.dart';
 /// macOS client so its backup database can be merged without deserializing
 /// large poster/backdrop BLOBs in Dart.
 class MediaLibraryStore {
-  Database? _database;
+  static Database? _database;
+  static Future<Database>? _openingDatabase;
 
-  Future<Database> get _db async {
-    if (_database != null) return _database!;
+  Future<Database> get _db => _openDatabase();
+
+  Future<Database> _openDatabase() {
+    if (_database != null) return Future.value(_database!);
+    return _openingDatabase ??= _openDatabaseOnce();
+  }
+
+  Future<Database> _openDatabaseOnce() async {
     final databasePath = path.join(
       await getDatabasesPath(),
       'media-library.sqlite3',
@@ -33,7 +41,25 @@ class MediaLibraryStore {
       },
     );
     await _createSchema(_database!);
-    await _vacuumIfFragmented(_database!);
+    try {
+      final migration = await _migrateArtworkBlobSchema(_database!);
+      if (migration == null) {
+        AppLogger.info('Storage', '刮削数据库检查完成，未发现旧图片二进制缓存');
+      } else {
+        AppLogger.info(
+          'Storage',
+          '已迁移 ${migration.rows} 条刮削记录，移除 ${_formatBytes(migration.artworkBytes)} 图片二进制缓存',
+        );
+      }
+      await _vacuumIfFragmented(_database!);
+    } catch (error, stackTrace) {
+      AppLogger.error(
+        'Storage',
+        '刮削数据库迁移或压缩失败',
+        error: error,
+        stackTrace: stackTrace,
+      );
+    }
     return _database!;
   }
 
@@ -599,9 +625,38 @@ class MediaLibraryStore {
     await _ensureColumn(db, 'media_items', 'backdrop_path', 'TEXT');
   }
 
-  Future<void> _migrateArtworkBlobSchema(Database db) async {
+  Future<({int rows, int artworkBytes})?> _migrateArtworkBlobSchema(
+    Database db,
+  ) async {
     final columns = await _tableColumns(db, 'main', 'media_items');
-    if (!columns.contains('poster') && !columns.contains('backdrop')) return;
+    if (!columns.contains('poster') && !columns.contains('backdrop')) {
+      return null;
+    }
+    final posterBytes = columns.contains('poster')
+        ? 'COALESCE(SUM(LENGTH(poster)), 0)'
+        : '0';
+    final backdropBytes = columns.contains('backdrop')
+        ? 'COALESCE(SUM(LENGTH(backdrop)), 0)'
+        : '0';
+    final artworkStats = await db.rawQuery('''
+      SELECT
+        COUNT(*) AS rows,
+        $posterBytes + $backdropBytes AS artwork_bytes
+      FROM media_items
+    ''');
+    final rows = _asInt(artworkStats.firstOrNull?['rows']) ?? 0;
+    final artworkBytes =
+        _asInt(artworkStats.firstOrNull?['artwork_bytes']) ?? 0;
+    final posterPathSource = columns.contains('poster_path')
+        ? 'poster_path'
+        : 'NULL';
+    final backdropPathSource = columns.contains('backdrop_path')
+        ? 'backdrop_path'
+        : 'NULL';
+    AppLogger.info(
+      'Storage',
+      '发现旧图片二进制缓存：$rows 条记录，${_formatBytes(artworkBytes)}，正在重建精简表',
+    );
     await db.transaction((txn) async {
       await txn.execute('''
         CREATE TABLE media_items_compact (
@@ -639,7 +694,7 @@ class MediaLibraryStore {
         SELECT
           library_id, file_id, resource_path, cloud_name, file_size, gcid,
           file_type, tmdb_id, media_kind, title, original_title, release_date,
-          overview, poster_path, backdrop_path, has_chinese_audio,
+          overview, $posterPathSource, $backdropPathSource, has_chinese_audio,
           has_chinese_subtitle, collection_id, collection_name, updated_at
         FROM media_items
       ''');
@@ -649,6 +704,7 @@ class MediaLibraryStore {
       );
       await _createMediaItemIndexes(txn);
     });
+    return (rows: rows, artworkBytes: artworkBytes);
   }
 
   Future<void> _vacuumIfFragmented(Database db) async {
@@ -656,12 +712,25 @@ class MediaLibraryStore {
     final freeList = await db.rawQuery('PRAGMA freelist_count');
     final pages = _asInt(pageCount.firstOrNull?['page_count']) ?? 0;
     final free = _asInt(freeList.firstOrNull?['freelist_count']) ?? 0;
-    if (pages == 0 || free < 1024 || free / pages < 0.2) return;
+    if (pages == 0 || free < 1024 || free / pages < 0.2) {
+      AppLogger.info('Storage', '刮削数据库无需压缩：共 $pages 页，空闲 $free 页');
+      return;
+    }
+    final before = await _databaseBytes(db.path);
+    AppLogger.info(
+      'Storage',
+      '开始压缩刮削数据库：共 $pages 页，空闲 $free 页，当前 ${_formatBytes(before)}',
+    );
     try {
       await db.execute('PRAGMA wal_checkpoint(TRUNCATE)');
       await db.execute('VACUUM');
-    } on DatabaseException {
-      // A failed optional compaction never prevents users from reading media.
+      final after = await _databaseBytes(db.path);
+      AppLogger.info(
+        'Storage',
+        '刮削数据库压缩完成：${_formatBytes(before)} -> ${_formatBytes(after)}，回收 ${_formatBytes((before - after).clamp(0, before))}',
+      );
+    } on DatabaseException catch (error) {
+      AppLogger.warning('Storage', '刮削数据库压缩未完成：$error');
     }
   }
 
@@ -791,6 +860,18 @@ class MediaLibraryStore {
     return bytes;
   }
 
+  static String _formatBytes(int bytes) {
+    const units = ['B', 'KB', 'MB', 'GB', 'TB'];
+    var value = bytes.toDouble();
+    var unit = 0;
+    while (value >= 1024 && unit < units.length - 1) {
+      value /= 1024;
+      unit += 1;
+    }
+    final precision = unit == 0 || value >= 100 ? 0 : 1;
+    return '${value.toStringAsFixed(precision)} ${units[unit]}';
+  }
+
   Future<Set<String>> _tableColumns(
     DatabaseExecutor db,
     String schema,
diff --git a/lib/main.dart b/lib/main.dart
index 8a8f7c0..b9642ff 100644
--- a/lib/main.dart
+++ b/lib/main.dart
@@ -1,3 +1,4 @@
+import 'dart:async';
 import 'dart:io';
 import 'dart:ui' show PlatformDispatcher;
 import 'package:flutter/material.dart';
@@ -5,6 +6,7 @@ import 'package:flutter_riverpod/flutter_riverpod.dart';
 import 'package:window_manager/window_manager.dart';
 import 'package:media_kit/media_kit.dart';
 import 'core/storage/storage_manager.dart';
+import 'core/storage/media_library_store.dart';
 import 'core/logging/app_logger.dart';
 import 'core/http/dio_client.dart';
 import 'app/app.dart';
@@ -51,6 +53,17 @@ void main() async {
   _triggerNetworkPermission();
 
   runApp(const ProviderScope(child: GuangyaApp()));
+
+  // Run legacy artwork cleanup once on every launch. It shares the database
+  // opening future with the media library, so entering the library while this
+  // runs cannot start another migration.
+  unawaited(_initializeMediaLibraryStorage());
+}
+
+Future<void> _initializeMediaLibraryStorage() async {
+  AppLogger.info('Storage', '正在检查刮削数据库中的旧图片缓存');
+  await MediaLibraryStore().initialize();
+  AppLogger.info('Storage', '刮削数据库检查与压缩任务完成');
 }
 
 /// Startup network permission trigger
diff --git a/lib/pages/workspace_page.dart b/lib/pages/workspace_page.dart
index e0a2e58..bb0f98d 100644
--- a/lib/pages/workspace_page.dart
+++ b/lib/pages/workspace_page.dart
@@ -922,7 +922,9 @@ class _MobileWorkspaceMenu extends StatelessWidget {
       constraints: BoxConstraints.tightFor(width: width),
       title: const Text('小黄鸭'),
       description: Text('$userName · $memberLevel'),
-      child: Column(
+      scrollable: false,
+      child: ListView(
+        padding: EdgeInsets.zero,
         children: [
           Container(
             width: double.infinity,
@@ -978,93 +980,86 @@ class _MobileWorkspaceMenu extends StatelessWidget {
             ),
           ),
           const SizedBox(height: 10),
-          Expanded(
-            child: ListView(
+          _MobileMenuGroup(
+            title: '常用入口',
+            children: [
+              _MobileMenuRow(
+                icon: Icons.search_rounded,
+                label: '全局搜索',
+                onTap: onSearch,
+              ),
+              _MobileMenuRow(
+                icon: Icons.folder_rounded,
+                label: '文件管理',
+                onTap: () => onSection(WorkspaceSection.files),
+              ),
+              _MobileMenuRow(
+                icon: Icons.movie_rounded,
+                label: '光鸭影视',
+                onTap: () => onSection(WorkspaceSection.mediaLibrary),
+              ),
+            ],
+          ),
+          if (isCloud)
+            _MobileMenuGroup(
+              title: '文件内容',
               children: [
-                _MobileMenuGroup(
-                  title: '常用入口',
-                  children: [
-                    _MobileMenuRow(
-                      icon: Icons.search_rounded,
-                      label: '全局搜索',
-                      onTap: onSearch,
-                    ),
-                    _MobileMenuRow(
-                      icon: Icons.folder_rounded,
-                      label: '文件管理',
-                      onTap: () => onSection(WorkspaceSection.files),
-                    ),
-                    _MobileMenuRow(
-                      icon: Icons.movie_rounded,
-                      label: '光鸭影视',
-                      onTap: () => onSection(WorkspaceSection.mediaLibrary),
-                    ),
-                  ],
-                ),
-                if (isCloud)
-                  _MobileMenuGroup(
-                    title: '文件内容',
-                    children: [
-                      for (final section in [
-                        WorkspaceSection.recentViewed,
-                        WorkspaceSection.photos,
-                        WorkspaceSection.videos,
-                        WorkspaceSection.audio,
-                        WorkspaceSection.documents,
-                        WorkspaceSection.shares,
-                        WorkspaceSection.recycle,
-                      ])
-                        _MobileMenuRow(
-                          icon: _mobileSectionIcon(section),
-                          label: section.label,
-                          onTap: () => onSection(section),
-                        ),
-                    ],
+                for (final section in [
+                  WorkspaceSection.recentViewed,
+                  WorkspaceSection.photos,
+                  WorkspaceSection.videos,
+                  WorkspaceSection.audio,
+                  WorkspaceSection.documents,
+                  WorkspaceSection.shares,
+                  WorkspaceSection.recycle,
+                ])
+                  _MobileMenuRow(
+                    icon: _mobileSectionIcon(section),
+                    label: section.label,
+                    onTap: () => onSection(section),
                   ),
-                _MobileMenuGroup(
-                  title: isCloud ? '文件工具' : '影视工具',
-                  children: [
-                    if (!isCloud)
-                      _MobileMenuRow(
-                        icon: Icons.add_rounded,
-                        label: '新建媒体库',
-                        onTap: onCreateLibrary,
-                      ),
-                    _MobileMenuRow(
-                      icon: isCloud
-                          ? Icons.manage_search_rounded
-                          : Icons.movie_filter_rounded,
-                      label: isCloud ? '文件扫描与清理' : '媒体库管理',
-                      onTap: () => onTool(
-                        isCloud ? WorkspaceTool.scan : WorkspaceTool.tmdb,
-                      ),
-                    ),
-                    if (isCloud) ...[
-                      _MobileMenuRow(
-                        icon: Icons.text_fields_rounded,
-                        label: '批量重命名',
-                        onTap: () => onTool(WorkspaceTool.rename),
-                      ),
-                      _MobileMenuRow(
-                        icon: Icons.bolt_rounded,
-                        label: '秒传工具',
-                        onTap: () => onTool(WorkspaceTool.fastTransfer),
-                      ),
-                    ],
-                  ],
-                ),
-                _MobileMenuGroup(
-                  title: '系统维护',
-                  children: [
-                    _MobileMenuRow(
-                      icon: Icons.settings_rounded,
-                      label: '设置中心',
-                      onTap: onSettings,
-                    ),
-                  ],
-                ),
               ],
             ),
+          _MobileMenuGroup(
+            title: isCloud ? '文件工具' : '影视工具',
+            children: [
+              if (!isCloud)
+                _MobileMenuRow(
+                  icon: Icons.add_rounded,
+                  label: '新建媒体库',
+                  onTap: onCreateLibrary,
+                ),
+              _MobileMenuRow(
+                icon: isCloud
+                    ? Icons.manage_search_rounded
+                    : Icons.movie_filter_rounded,
+                label: isCloud ? '文件扫描与清理' : '媒体库管理',
+                onTap: () =>
+                    onTool(isCloud ? WorkspaceTool.scan : WorkspaceTool.tmdb),
+              ),
+              if (isCloud) ...[
+                _MobileMenuRow(
+                  icon: Icons.text_fields_rounded,
+                  label: '批量重命名',
+                  onTap: () => onTool(WorkspaceTool.rename),
+                ),
+                _MobileMenuRow(
+                  icon: Icons.bolt_rounded,
+                  label: '秒传工具',
+                  onTap: () => onTool(WorkspaceTool.fastTransfer),
+                ),
+              ],
+            ],
+          ),
+          _MobileMenuGroup(
+            title: '系统维护',
+            children: [
+              _MobileMenuRow(
+                icon: Icons.settings_rounded,
+                label: '设置中心',
+                onTap: onSettings,
+              ),
+            ],
           ),
           const ShadSeparator.horizontal(),
           _MobileMenuRow(