diff --git a/backend/prisma/schema.prisma b/backend/prisma/schema.prisma
index d208491..af288d3 100644
--- a/backend/prisma/schema.prisma
+++ b/backend/prisma/schema.prisma
@@ -1271,6 +1271,7 @@ model WorkTag {
   id         Int      @id @default(autoincrement())
   name       String   @unique @db.VarChar(50) /// 标签名称
   category   String?  @db.VarChar(50) /// 所属分类（如：主题/风格/情感）
+  color      String?  @db.VarChar(20) /// 标签颜色（如：#6366f1）
   sort       Int      @default(0) /// 排序权重
   status     String   @default("enabled") /// 状态：enabled/disabled
   usageCount Int      @default(0) @map("usage_count") /// 使用次数（冗余）
diff --git a/backend/src/public/content-review.controller.ts b/backend/src/public/content-review.controller.ts
index 0cfdf11..492592b 100644
--- a/backend/src/public/content-review.controller.ts
+++ b/backend/src/public/content-review.controller.ts
@@ -25,6 +25,8 @@ export class ContentReviewController {
     @Query('keyword') keyword?: string,
     @Query('startTime') startTime?: string,
     @Query('endTime') endTime?: string,
+    @Query('sortBy') sortBy?: string,
+    @Query('isRecommended') isRecommended?: string,
   ) {
     return this.reviewService.getWorkQueue({
       page: page ? parseInt(page) : 1,
@@ -33,6 +35,8 @@ export class ContentReviewController {
       keyword,
       startTime,
       endTime,
+      sortBy,
+      isRecommended: isRecommended === '1',
     });
   }
 
@@ -41,6 +45,16 @@ export class ContentReviewController {
     return this.reviewService.getWorkDetail(id);
   }
 
+  @Post('works/batch-approve')
+  batchApprove(@Request() req, @Body() dto: { ids: number[] }) {
+    return this.reviewService.batchApprove(dto.ids || [], req.user.userId);
+  }
+
+  @Post('works/batch-reject')
+  batchReject(@Request() req, @Body() dto: { ids: number[]; reason: string }) {
+    return this.reviewService.batchReject(dto.ids || [], req.user.userId, dto.reason);
+  }
+
   @Post('works/:id/approve')
   approveWork(
     @Param('id', ParseIntPipe) id: number,
@@ -59,6 +73,11 @@ export class ContentReviewController {
     return this.reviewService.reject(id, req.user.userId, dto.reason, dto.note);
   }
 
+  @Post('works/:id/revoke')
+  revokeWork(@Param('id', ParseIntPipe) id: number, @Request() req) {
+    return this.reviewService.revoke(id, req.user.userId);
+  }
+
   @Post('works/:id/takedown')
   takedownWork(
     @Param('id', ParseIntPipe) id: number,
diff --git a/backend/src/public/content-review.service.ts b/backend/src/public/content-review.service.ts
index a41f7c6..4de6682 100644
--- a/backend/src/public/content-review.service.ts
+++ b/backend/src/public/content-review.service.ts
@@ -28,17 +28,27 @@ export class ContentReviewService {
     keyword?: string;
     startTime?: string;
     endTime?: string;
+    sortBy?: string;
+    isRecommended?: boolean;
   }) {
-    const { page = 1, pageSize = 10, status, keyword, startTime, endTime } = params;
+    const { page = 1, pageSize = 10, status, keyword, startTime, endTime, sortBy, isRecommended } = params;
     const skip = (page - 1) * pageSize;
 
     const where: any = { isDeleted: 0 };
     if (status) {
-      where.status = status;
+      if (status === 'published,taken_down') {
+        where.status = { in: ['published', 'taken_down'] };
+      } else {
+        where.status = status;
+      }
     } else {
       where.status = { in: ['pending_review', 'published', 'rejected', 'taken_down'] };
     }
 
+    if (isRecommended) {
+      where.isRecommended = true;
+    }
+
     if (keyword) {
       where.OR = [
         { title: { contains: keyword } },
@@ -49,12 +59,18 @@ export class ContentReviewService {
     if (startTime) where.createTime = { ...where.createTime, gte: new Date(startTime) };
     if (endTime) where.createTime = { ...where.createTime, lte: new Date(endTime + ' 23:59:59') };
 
+    // 排序
+    let orderBy: any = { createTime: 'desc' };
+    if (sortBy === 'hot') orderBy = [{ likeCount: 'desc' }, { viewCount: 'desc' }];
+    else if (sortBy === 'views') orderBy = { viewCount: 'desc' };
+    else if (sortBy === 'latest') orderBy = { publishTime: 'desc' };
+
     const [list, total] = await Promise.all([
       this.prisma.userWork.findMany({
         where,
         skip,
         take: pageSize,
-        orderBy: { createTime: 'desc' },
+        orderBy,
         include: {
           creator: { select: { id: true, nickname: true, avatar: true, username: true, userType: true } },
           tags: { include: { tag: { select: { id: true, name: true } } } },
@@ -115,6 +131,73 @@ export class ContentReviewService {
     });
   }
 
+  /** 批量通过 */
+  async batchApprove(workIds: number[], operatorId: number) {
+    const works = await this.prisma.userWork.findMany({
+      where: { id: { in: workIds }, status: 'pending_review', isDeleted: 0 },
+      select: { id: true },
+    });
+
+    if (works.length === 0) return { success: true, count: 0 };
+
+    const ids = works.map(w => w.id);
+    const now = new Date();
+
+    await this.prisma.$transaction(async (tx) => {
+      await tx.userWork.updateMany({
+        where: { id: { in: ids } },
+        data: { status: 'published', reviewTime: now, reviewerId: operatorId, publishTime: now },
+      });
+
+      await tx.contentReviewLog.createMany({
+        data: ids.map(id => ({
+          targetType: 'work',
+          targetId: id,
+          workId: id,
+          action: 'approve',
+          note: '批量审核通过',
+          operatorId,
+        })),
+      });
+    });
+
+    return { success: true, count: ids.length };
+  }
+
+  /** 批量拒绝 */
+  async batchReject(workIds: number[], operatorId: number, reason: string) {
+    const works = await this.prisma.userWork.findMany({
+      where: { id: { in: workIds }, status: 'pending_review', isDeleted: 0 },
+      select: { id: true },
+    });
+
+    if (works.length === 0) return { success: true, count: 0 };
+
+    const ids = works.map(w => w.id);
+    const now = new Date();
+
+    await this.prisma.$transaction(async (tx) => {
+      await tx.userWork.updateMany({
+        where: { id: { in: ids } },
+        data: { status: 'rejected', reviewTime: now, reviewerId: operatorId, reviewNote: reason },
+      });
+
+      await tx.contentReviewLog.createMany({
+        data: ids.map(id => ({
+          targetType: 'work',
+          targetId: id,
+          workId: id,
+          action: 'reject',
+          reason,
+          note: '批量审核拒绝',
+          operatorId,
+        })),
+      });
+    });
+
+    return { success: true, count: ids.length };
+  }
+
   /** 拒绝 */
   async reject(workId: number, operatorId: number, reason: string, note?: string) {
     const work = await this.prisma.userWork.findUnique({ where: { id: workId } });
@@ -155,7 +238,7 @@ export class ContentReviewService {
     return this.prisma.$transaction(async (tx) => {
       await tx.userWork.update({
         where: { id: workId },
-        data: { status: 'taken_down', reviewNote: reason },
+        data: { status: 'taken_down', reviewNote: reason, isRecommended: false },
       });
 
       await tx.contentReviewLog.create({
@@ -209,6 +292,41 @@ export class ContentReviewService {
     });
   }
 
+  /** 撤销审核（恢复为待审核） */
+  async revoke(workId: number, operatorId: number) {
+    const work = await this.prisma.userWork.findUnique({ where: { id: workId } });
+    if (!work) throw new NotFoundException('作品不存在');
+    if (!['published', 'rejected'].includes(work.status)) {
+      throw new NotFoundException('当前状态不支持撤销');
+    }
+
+    return this.prisma.$transaction(async (tx) => {
+      await tx.userWork.update({
+        where: { id: workId },
+        data: {
+          status: 'pending_review',
+          reviewTime: null,
+          reviewerId: null,
+          reviewNote: null,
+          publishTime: work.status === 'published' ? null : work.publishTime,
+        },
+      });
+
+      await tx.contentReviewLog.create({
+        data: {
+          targetType: 'work',
+          targetId: workId,
+          workId,
+          action: 'revoke',
+          note: '撤销审核操作',
+          operatorId,
+        },
+      });
+
+      return { success: true };
+    });
+  }
+
   /** 作品管理统计 */
   async getManagementStats() {
     const today = new Date();
diff --git a/backend/src/public/gallery.service.ts b/backend/src/public/gallery.service.ts
index 172b7bd..ce62b1d 100644
--- a/backend/src/public/gallery.service.ts
+++ b/backend/src/public/gallery.service.ts
@@ -88,6 +88,23 @@ export class GalleryService {
     return work;
   }
 
+  /** 推荐作品列表 */
+  async getRecommendedWorks(limit = 10) {
+    return this.prisma.userWork.findMany({
+      where: {
+        isRecommended: true,
+        status: 'published',
+        visibility: 'public',
+        isDeleted: 0,
+      },
+      take: limit,
+      orderBy: [{ likeCount: 'desc' }, { publishTime: 'desc' }],
+      include: {
+        creator: { select: { id: true, nickname: true, avatar: true } },
+      },
+    });
+  }
+
   /** 某用户的公开作品列表 */
   async getUserPublicWorks(userId: number, params: { page?: number; pageSize?: number }) {
     const { page = 1, pageSize = 12 } = params;
diff --git a/backend/src/public/public.controller.ts b/backend/src/public/public.controller.ts
index f1f339e..9367855 100644
--- a/backend/src/public/public.controller.ts
+++ b/backend/src/public/public.controller.ts
@@ -407,6 +407,12 @@ export class PublicController {
     });
   }
 
+  @Public()
+  @Get('gallery/recommended')
+  async getRecommendedWorks() {
+    return this.galleryService.getRecommendedWorks();
+  }
+
   @Public()
   @Get('gallery/:id')
   async getGalleryDetail(@Param('id', ParseIntPipe) id: number) {
diff --git a/backend/src/public/tags.controller.ts b/backend/src/public/tags.controller.ts
index b8eba0b..921d6cb 100644
--- a/backend/src/public/tags.controller.ts
+++ b/backend/src/public/tags.controller.ts
@@ -16,18 +16,23 @@ export class TagsController {
   }
 
   @Post()
-  create(@Body() dto: { name: string; category?: string; sort?: number }) {
+  create(@Body() dto: { name: string; category?: string; color?: string; sort?: number }) {
     return this.tagsService.create(dto);
   }
 
   @Put(':id')
   update(
     @Param('id', ParseIntPipe) id: number,
-    @Body() dto: { name?: string; category?: string; sort?: number; status?: string },
+    @Body() dto: { name?: string; category?: string; color?: string; sort?: number; status?: string },
   ) {
     return this.tagsService.update(id, dto);
   }
 
+  @Post('batch-sort')
+  batchSort(@Body() dto: { items: { id: number; sort: number }[] }) {
+    return this.tagsService.batchUpdateSort(dto.items || []);
+  }
+
   @Delete(':id')
   remove(@Param('id', ParseIntPipe) id: number) {
     return this.tagsService.remove(id);
diff --git a/backend/src/public/tags.service.ts b/backend/src/public/tags.service.ts
index 53f8a3b..9ecba9f 100644
--- a/backend/src/public/tags.service.ts
+++ b/backend/src/public/tags.service.ts
@@ -36,7 +36,7 @@ export class TagsService {
   }
 
   /** 创建标签 */
-  async create(dto: { name: string; category?: string; sort?: number }) {
+  async create(dto: { name: string; category?: string; color?: string; sort?: number }) {
     const existing = await this.prisma.workTag.findFirst({ where: { name: dto.name } });
     if (existing) throw new BadRequestException('标签名已存在');
 
@@ -44,13 +44,14 @@ export class TagsService {
       data: {
         name: dto.name,
         category: dto.category || null,
+        color: dto.color || null,
         sort: dto.sort || 0,
       },
     });
   }
 
   /** 编辑标签 */
-  async update(id: number, dto: { name?: string; category?: string; sort?: number; status?: string }) {
+  async update(id: number, dto: { name?: string; category?: string; color?: string; sort?: number; status?: string }) {
     const tag = await this.prisma.workTag.findUnique({ where: { id } });
     if (!tag) throw new NotFoundException('标签不存在');
 
@@ -64,12 +65,23 @@ export class TagsService {
       data: {
         name: dto.name ?? tag.name,
         category: dto.category !== undefined ? dto.category : tag.category,
+        color: dto.color !== undefined ? dto.color : tag.color,
         sort: dto.sort !== undefined ? dto.sort : tag.sort,
         status: dto.status ?? tag.status,
       },
     });
   }
 
+  /** 批量更新排序 */
+  async batchUpdateSort(items: { id: number; sort: number }[]) {
+    await this.prisma.$transaction(
+      items.map(item =>
+        this.prisma.workTag.update({ where: { id: item.id }, data: { sort: item.sort } }),
+      ),
+    );
+    return { success: true };
+  }
+
   /** 删除标签 */
   async remove(id: number) {
     const tag = await this.prisma.workTag.findUnique({ where: { id } });
diff --git a/docs/design/README.md b/docs/design/README.md
index ffb2973..a749151 100644
--- a/docs/design/README.md
+++ b/docs/design/README.md
@@ -4,13 +4,13 @@
 
 | 文档 | 模块 | 状态 | 日期 |
 |------|------|------|------|
-| [统一用户管理](./super-admin/unified-user-management.md) | 用户中心 | 已实现（待验收） | 2026-03-27 |
+| [统一用户管理](./super-admin/unified-user-management.md) | 用户中心 | 已实现（迭代中） | 2026-03-27 |
 | [全部活动优化](./super-admin/activity-list-optimization.md) | 活动监管 | 已实现（待验收） | 2026-03-27 |
 | [报名数据优化](./super-admin/registration-data-optimization.md) | 活动监管 | 已实现（待验收） | 2026-03-27 |
 | [作品数据优化](./super-admin/works-data-optimization.md) | 活动监管 | 已实现（待验收） | 2026-03-27 |
 | [评审进度优化](./super-admin/review-progress-optimization.md) | 活动监管 | 已实现（待验收） | 2026-03-27 |
 | [成果发布优化](./super-admin/results-publish-optimization.md) | 活动监管 | 已实现（待验收） | 2026-03-27 |
-| [内容管理模块](./super-admin/content-management.md) | 内容管理（新增） | P0 已实现 | 2026-03-27 |
+| [内容管理模块](./super-admin/content-management.md) | 内容管理 | P0 已实现并优化 | 2026-03-31 |
 
 ## 机构管理端
 
@@ -21,7 +21,8 @@
 | 文档 | 模块 | 状态 | 日期 |
 |------|------|------|------|
 | [UGC社区升级](./public/ugc-platform-upgrade.md) | 整体架构 | 需求已确认 | 2026-03-27 |
-| [UGC开发计划](./public/ugc-development-plan.md) | 开发排期 | P0 已实现 | 2026-03-27 |
+| [UGC开发计划](./public/ugc-development-plan.md) | 开发排期 | P0已完成，P1进行中 | 2026-03-31 |
+| [点赞&收藏](./public/like-favorite.md) | 社区互动 | 已实现 | 2026-03-31 |
 
 ## 评委端
 
diff --git a/docs/design/public/like-favorite.md b/docs/design/public/like-favorite.md
index 68d846f..ff77d38 100644
--- a/docs/design/public/like-favorite.md
+++ b/docs/design/public/like-favorite.md
@@ -1,5 +1,10 @@
 # 点赞 & 收藏功能设计
 
+> 所属端：公众端 + 超管端联动
+> 状态：已实现
+> 创建日期：2026-03-31
+> 最后更新：2026-03-31
+
 ## 概述
 
 为 UGC 绘本创作社区的作品添加点赞和收藏交互能力，提升用户参与感和内容发现效率。
diff --git a/docs/design/public/ugc-development-plan.md b/docs/design/public/ugc-development-plan.md
index 8dbe340..ba33d69 100644
--- a/docs/design/public/ugc-development-plan.md
+++ b/docs/design/public/ugc-development-plan.md
@@ -320,22 +320,25 @@ P0-4 + P0-6 → P0-12（活动联动）
 
 目标：用户可对作品点赞、收藏、评论；有消息通知；可举报不当内容。
 
-#### P1-1. 点赞/收藏（后端+前端）
+#### P1-1. 点赞/收藏（后端+前端）✅ 已实现 (2026-03-31)
 
 ```
-后端 API：
-├── POST   /api/public/works/:id/like       — 点赞/取消点赞
-├── POST   /api/public/works/:id/favorite   — 收藏/取消收藏
-├── GET    /api/public/mine/favorites        — 我的收藏列表
+后端 API（已实现）：
+├── POST   /api/public/works/:id/like         — 点赞/取消点赞（toggle）
+├── POST   /api/public/works/:id/favorite     — 收藏/取消收藏（toggle）
+├── GET    /api/public/works/:id/interaction   — 查询交互状态
+├── POST   /api/public/works/batch-interaction — 批量查询交互状态
+├── GET    /api/public/mine/favorites          — 我的收藏列表
 
-前端改动：
-├── 广场作品详情页     — 增加点赞/收藏按钮和计数
-├── 作品卡片组件       — 显示点赞数
-├── /p/mine/favorites  — 我的收藏页面
+前端改动（已实现）：
+├── 作品详情页         — 底部互动栏：点赞(心形)/收藏(星形)/浏览数，乐观更新+弹跳动效
+├── 广场卡片           — 心形可点击点赞，已点赞显示实心粉色
+├── /p/mine/favorites  — 我的收藏页面（网格展示）
+├── 个人中心           — 新增「我的收藏」菜单入口
 ```
 
-**依赖**：P0 完成
-**数据库**：user_work_likes + user_work_favorites
+**数据库**：user_work_likes + user_work_favorites（已有）
+**设计文档**：[点赞收藏设计](../public/like-favorite.md)
 
 ---
 
diff --git a/docs/design/super-admin/content-management.md b/docs/design/super-admin/content-management.md
index a3b7cf7..ffa3fc7 100644
--- a/docs/design/super-admin/content-management.md
+++ b/docs/design/super-admin/content-management.md
@@ -1,9 +1,9 @@
 # 超管端内容管理模块 — 设计方案
 
 > 所属端：超管端
-> 状态：待开发
+> 状态：P0 已实现并优化
 > 创建日期：2026-03-27
-> 最后更新：2026-03-27
+> 最后更新：2026-03-31
 
 ---
 
@@ -349,4 +349,41 @@ POST   /api/content-review/reports/:id/handle   — 处理举报
 
 ## 8. 实施记录
 
-（开发过程中记录）
+### Day5 (2026-03-31) — P0 全面优化
+
+#### 作品审核
+- [x] 基础功能：统计卡片、筛选、审核队列表格、拒绝弹窗（预设理由+自定义）、详情 Drawer（绘本翻页预览）
+- [x] 批量审核：支持勾选待审核作品批量通过/批量拒绝
+- [x] 撤销机制：已通过/已拒绝的作品支持撤销恢复为待审核（操作列常驻按钮+二次确认）
+- [x] 操作日志：详情 Drawer 底部展示审核操作时间线（通过/拒绝/下架/恢复/撤销）
+- [x] 体验优化：默认筛选待审核、表格加描述预览列+审核时间列、详情加「上一个/下一个」导航（审核完自动跳下一个）、统计卡片点击筛选、筛选下拉自动查询
+
+#### 作品管理
+- [x] 基础功能：统计卡片、筛选（关键词+状态+排序）、作品表格、推荐/下架/恢复操作
+- [x] 筛选修复：状态筛选支持 published+taken_down+推荐中，排序参数传后端真正生效
+- [x] 下架原因：下架改为弹窗选择原因（4个预设+自定义），取代写死的「管理员下架」
+- [x] 详情 Drawer：补全作品描述、标签、绘本预览、操作按钮（推荐/下架/恢复）、操作日志
+- [x] 推荐联动：推荐作品在公众端广场顶部「编辑推荐」横栏展示，下架时自动取消推荐
+- [x] 体验优化：统计卡片可点击筛选、表格加描述预览列、取消推荐二次确认、筛选自动查询
+
+#### 标签管理
+- [x] 基础功能：标签 CRUD、启用/禁用、删除保护（已使用不可删）
+- [x] 分类分组：标签按分类分组展示（每组有颜色标识+计数），未分类单独一组
+- [x] 分类下拉：新增/编辑时分类改为下拉选择（支持选已有+创建新分类），杜绝手动输入不一致
+- [x] 标签颜色：数据库新增 color 字段，10个预设色+自定义 hex，卡片左侧颜色条+用户端预览
+- [x] 排序按钮：每个标签有上/下箭头，点击交换排序值并持久化
+- [x] 使用次数可点击：跳转作品管理页带标签名搜索
+- [x] 实时预览：新增/编辑弹窗底部实时渲染用户端标签效果
+
+#### 新增后端 API
+```
+POST   /api/content-review/works/batch-approve     — 批量通过
+POST   /api/content-review/works/batch-reject      — 批量拒绝
+POST   /api/content-review/works/:id/revoke        — 撤销审核
+GET    /api/content-review/works (新增参数)          — sortBy 排序 + isRecommended 筛选
+GET    /api/public/gallery/recommended              — 推荐作品列表（公众端）
+POST   /api/tags/batch-sort                         — 标签批量排序
+```
+
+#### 数据库变更
+- `work_tags` 表新增 `color` 字段（VARCHAR(20)，标签颜色）
diff --git a/frontend/src/api/public.ts b/frontend/src/api/public.ts
index d8744b0..826f91a 100644
--- a/frontend/src/api/public.ts
+++ b/frontend/src/api/public.ts
@@ -396,6 +396,9 @@ export const publicTagsApi = {
 // ==================== 作品广场 ====================
 
 export const publicGalleryApi = {
+  recommended: (): Promise<UserWork[]> =>
+    publicApi.get("/public/gallery/recommended"),
+
   list: (params?: {
     page?: number
     pageSize?: number
diff --git a/frontend/src/views/content/TagManagement.vue b/frontend/src/views/content/TagManagement.vue
index e6607cd..3797fb5 100644
--- a/frontend/src/views/content/TagManagement.vue
+++ b/frontend/src/views/content/TagManagement.vue
@@ -10,76 +10,213 @@
       </template>
     </a-card>
 
-    <a-table
-      :columns="columns"
-      :data-source="tags"
-      :loading="loading"
-      :pagination="false"
-      row-key="id"
-      class="data-table"
-    >
-      <template #bodyCell="{ column, record }">
-        <template v-if="column.key === 'category'">
-          <a-tag v-if="record.category">{{ record.category }}</a-tag>
-          <span v-else class="text-muted">-</span>
-        </template>
-        <template v-else-if="column.key === 'status'">
-          <a-tag :color="record.status === 'enabled' ? 'green' : 'red'">
-            {{ record.status === 'enabled' ? '启用' : '禁用' }}
-          </a-tag>
-        </template>
-        <template v-else-if="column.key === 'action'">
-          <a-space>
-            <a-button type="link" size="small" @click="openModal(record)">编辑</a-button>
-            <a-button type="link" size="small" @click="handleToggle(record)">
-              {{ record.status === 'enabled' ? '禁用' : '启用' }}
-            </a-button>
-            <a-popconfirm title="确定删除？" @confirm="handleDelete(record.id)">
-              <a-button type="link" danger size="small" :disabled="record.usageCount > 0">删除</a-button>
-            </a-popconfirm>
-          </a-space>
-        </template>
-      </template>
-    </a-table>
+    <!-- 按分类分组展示 -->
+    <div v-if="loading" class="loading-wrap"><a-spin /></div>
 
-    <a-modal v-model:open="modalVisible" :title="editingId ? '编辑标签' : '新增标签'" :footer="null" :width="400">
+    <template v-else>
+      <div v-for="group in groupedTags" :key="group.category" class="category-group">
+        <div class="category-header">
+          <span class="category-name">
+            <span class="category-dot" :style="{ background: group.color }"></span>
+            {{ group.category }}
+          </span>
+          <span class="category-count">{{ group.tags.length }} 个标签</span>
+        </div>
+        <div class="tag-grid">
+          <div
+            v-for="(tag, idx) in group.tags"
+            :key="tag.id"
+            class="tag-card"
+            :class="{ disabled: tag.status === 'disabled' }"
+          >
+            <!-- 预览色条 -->
+            <div class="tag-color-bar" :style="{ background: tag.color || group.color }"></div>
+            <div class="tag-body">
+              <div class="tag-main">
+                <span class="tag-name">{{ tag.name }}</span>
+                <a-tag v-if="tag.status === 'disabled'" color="red" style="margin-left: 6px; font-size: 10px">已禁用</a-tag>
+              </div>
+              <div class="tag-meta">
+                <span
+                  class="tag-usage"
+                  :class="{ clickable: tag.usageCount > 0 }"
+                  @click="tag.usageCount > 0 && goToWorks(tag.name)"
+                >
+                  {{ tag.usageCount }} 次使用
+                </span>
+                <span class="tag-sort">排序: {{ tag.sort }}</span>
+              </div>
+              <!-- 预览效果 -->
+              <div class="tag-preview">
+                <span class="preview-label">用户端预览：</span>
+                <a-tag :color="tag.color || group.color">{{ tag.name }}</a-tag>
+              </div>
+              <div class="tag-actions">
+                <!-- 排序按钮 -->
+                <a-button type="text" size="small" :disabled="idx === 0" @click="moveTag(group, idx, -1)">
+                  <up-outlined />
+                </a-button>
+                <a-button type="text" size="small" :disabled="idx === group.tags.length - 1" @click="moveTag(group, idx, 1)">
+                  <down-outlined />
+                </a-button>
+                <a-button type="link" size="small" @click="openModal(tag)">编辑</a-button>
+                <a-button type="link" size="small" @click="handleToggle(tag)">
+                  {{ tag.status === 'enabled' ? '禁用' : '启用' }}
+                </a-button>
+                <a-popconfirm title="确定删除？" @confirm="handleDelete(tag.id)">
+                  <a-button type="link" danger size="small" :disabled="tag.usageCount > 0">删除</a-button>
+                </a-popconfirm>
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
+
+      <!-- 未分类 -->
+      <div v-if="uncategorizedTags.length > 0" class="category-group">
+        <div class="category-header">
+          <span class="category-name">
+            <span class="category-dot" style="background: #9ca3af"></span>
+            未分类
+          </span>
+          <span class="category-count">{{ uncategorizedTags.length }} 个标签</span>
+        </div>
+        <div class="tag-grid">
+          <div
+            v-for="tag in uncategorizedTags"
+            :key="tag.id"
+            class="tag-card"
+            :class="{ disabled: tag.status === 'disabled' }"
+          >
+            <div class="tag-color-bar" :style="{ background: tag.color || '#9ca3af' }"></div>
+            <div class="tag-body">
+              <div class="tag-main">
+                <span class="tag-name">{{ tag.name }}</span>
+                <a-tag v-if="tag.status === 'disabled'" color="red" style="margin-left: 6px; font-size: 10px">已禁用</a-tag>
+              </div>
+              <div class="tag-meta">
+                <span class="tag-usage" :class="{ clickable: tag.usageCount > 0 }" @click="tag.usageCount > 0 && goToWorks(tag.name)">{{ tag.usageCount }} 次使用</span>
+              </div>
+              <div class="tag-preview">
+                <span class="preview-label">用户端预览：</span>
+                <a-tag :color="tag.color || '#9ca3af'">{{ tag.name }}</a-tag>
+              </div>
+              <div class="tag-actions">
+                <a-button type="link" size="small" @click="openModal(tag)">编辑</a-button>
+                <a-button type="link" size="small" @click="handleToggle(tag)">{{ tag.status === 'enabled' ? '禁用' : '启用' }}</a-button>
+                <a-popconfirm title="确定删除？" @confirm="handleDelete(tag.id)">
+                  <a-button type="link" danger size="small" :disabled="tag.usageCount > 0">删除</a-button>
+                </a-popconfirm>
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
+
+      <div v-if="tags.length === 0" class="empty-wrap">
+        <a-empty description="暂无标签" />
+      </div>
+    </template>
+
+    <!-- 新增/编辑弹窗 -->
+    <a-modal v-model:open="modalVisible" :title="editingId ? '编辑标签' : '新增标签'" :footer="null" :width="440">
       <a-form :model="form" layout="vertical" @finish="handleSubmit" style="margin-top: 16px">
         <a-form-item label="标签名称" :rules="[{ required: true, message: '请输入' }]">
           <a-input v-model:value="form.name" placeholder="如：童话、科幻、自然" />
         </a-form-item>
-        <a-form-item label="所属分类">
-          <a-input v-model:value="form.category" placeholder="如：主题、风格、情感" />
+        <a-form-item label="所属分类" :rules="[{ required: true, message: '请选择分类' }]">
+          <a-select
+            v-model:value="form.category"
+            placeholder="选择或输入新分类"
+            :options="categoryOptions"
+            show-search
+            allow-clear
+            :filter-option="false"
+            @search="onCategorySearch"
+          >
+            <template #notFoundContent>
+              <div v-if="categorySearchVal" style="padding: 4px 8px; font-size: 12px; color: #6b7280; cursor: pointer" @click="form.category = categorySearchVal">
+                创建分类「{{ categorySearchVal }}」
+              </div>
+              <span v-else style="color: #9ca3af">请输入分类名</span>
+            </template>
+          </a-select>
+        </a-form-item>
+        <a-form-item label="标签颜色">
+          <div class="color-picker-row">
+            <span
+              v-for="c in presetColors"
+              :key="c"
+              :class="['color-dot', { active: form.color === c }]"
+              :style="{ background: c }"
+              @click="form.color = c"
+            ></span>
+            <a-input v-model:value="form.color" placeholder="#6366f1" style="width: 100px; margin-left: 8px" size="small" />
+          </div>
         </a-form-item>
         <a-form-item label="排序权重">
-          <a-input-number v-model:value="form.sort" :min="0" style="width: 100%" />
+          <a-input-number v-model:value="form.sort" :min="0" style="width: 100%" placeholder="数字越小越靠前" />
         </a-form-item>
-        <a-button type="primary" html-type="submit" block :loading="submitting">保存</a-button>
+
+        <!-- 实时预览 -->
+        <div class="form-preview">
+          <span class="preview-label">用户端预览效果：</span>
+          <a-tag :color="form.color || '#6366f1'">{{ form.name || '标签名称' }}</a-tag>
+        </div>
+
+        <a-button type="primary" html-type="submit" block :loading="submitting" style="margin-top: 16px">保存</a-button>
       </a-form>
     </a-modal>
   </div>
 </template>
 
 <script setup lang="ts">
-import { ref, reactive, onMounted } from 'vue'
+import { ref, reactive, computed, onMounted } from 'vue'
+import { useRouter } from 'vue-router'
 import { message } from 'ant-design-vue'
-import { PlusOutlined } from '@ant-design/icons-vue'
+import { PlusOutlined, UpOutlined, DownOutlined } from '@ant-design/icons-vue'
 import request from '@/utils/request'
 
+const router = useRouter()
 const tags = ref<any[]>([])
+const categories = ref<string[]>([])
 const loading = ref(false)
 const modalVisible = ref(false)
 const submitting = ref(false)
 const editingId = ref<number | null>(null)
-const form = reactive({ name: '', category: '', sort: 0 })
+const form = reactive({ name: '', category: '', color: '', sort: 0 })
+const categorySearchVal = ref('')
 
-const columns = [
-  { title: '标签名称', dataIndex: 'name', key: 'name', width: 150 },
-  { title: '分类', key: 'category', width: 120 },
-  { title: '使用次数', dataIndex: 'usageCount', key: 'usageCount', width: 100 },
-  { title: '排序', dataIndex: 'sort', key: 'sort', width: 80 },
-  { title: '状态', key: 'status', width: 80 },
-  { title: '操作', key: 'action', width: 180, fixed: 'right' as const },
-]
+const presetColors = ['#6366f1', '#ec4899', '#10b981', '#f59e0b', '#ef4444', '#3b82f6', '#8b5cf6', '#14b8a6', '#f97316', '#64748b']
+
+// 分类下拉选项（已有分类 + 搜索输入）
+const categoryOptions = computed(() => {
+  const opts = categories.value.map(c => ({ label: c, value: c }))
+  if (categorySearchVal.value && !categories.value.includes(categorySearchVal.value)) {
+    opts.push({ label: `创建「${categorySearchVal.value}」`, value: categorySearchVal.value })
+  }
+  return opts
+})
+
+const onCategorySearch = (val: string) => { categorySearchVal.value = val }
+
+// 按分类分组（#1）
+const categoryColorMap: Record<string, string> = {}
+const groupedTags = computed(() => {
+  const groups: Record<string, { category: string; color: string; tags: any[] }> = {}
+  for (const tag of tags.value) {
+    if (!tag.category) continue
+    if (!groups[tag.category]) {
+      // 取该分类下第一个有颜色的标签作为分类颜色
+      const color = tag.color || '#6366f1'
+      groups[tag.category] = { category: tag.category, color, tags: [] }
+    }
+    groups[tag.category].tags.push(tag)
+  }
+  return Object.values(groups)
+})
+
+const uncategorizedTags = computed(() => tags.value.filter(t => !t.category))
 
 const fetchTags = async () => {
   loading.value = true
@@ -87,11 +224,17 @@ const fetchTags = async () => {
   finally { loading.value = false }
 }
 
+const fetchCategories = async () => {
+  try { categories.value = await request.get('/tags/categories') as any } catch { /* */ }
+}
+
 const openModal = (record?: any) => {
   editingId.value = record?.id || null
   form.name = record?.name || ''
   form.category = record?.category || ''
+  form.color = record?.color || ''
   form.sort = record?.sort || 0
+  categorySearchVal.value = ''
   modalVisible.value = true
 }
 
@@ -107,6 +250,7 @@ const handleSubmit = async () => {
     }
     modalVisible.value = false
     fetchTags()
+    fetchCategories()
   } catch (e: any) { message.error(e?.response?.data?.message || '操作失败') }
   finally { submitting.value = false }
 }
@@ -124,7 +268,47 @@ const handleDelete = async (id: number) => {
   catch (e: any) { message.error(e?.response?.data?.message || '删除失败') }
 }
 
-onMounted(fetchTags)
+// #4 拖拽排序（上移/下移）
+const moveTag = async (group: { tags: any[] }, idx: number, direction: number) => {
+  const targetIdx = idx + direction
+  if (targetIdx < 0 || targetIdx >= group.tags.length) return
+
+  // 交换排序值
+  const a = group.tags[idx]
+  const b = group.tags[targetIdx]
+  const tmpSort = a.sort
+  a.sort = b.sort
+  b.sort = tmpSort
+
+  // 如果排序值相同则用索引强制区分
+  if (a.sort === b.sort) {
+    a.sort = targetIdx
+    b.sort = idx
+  }
+
+  // 交换位置
+  ;[group.tags[idx], group.tags[targetIdx]] = [group.tags[targetIdx], group.tags[idx]]
+
+  try {
+    await request.post('/tags/batch-sort', {
+      items: [
+        { id: a.id, sort: a.sort },
+        { id: b.id, sort: b.sort },
+      ],
+    })
+  } catch {
+    message.error('排序保存失败')
+    fetchTags()
+  }
+}
+
+// #5 使用次数点击跳转作品管理页
+const goToWorks = (tagName: string) => {
+  // 跳转到作品管理页，带标签名作为搜索关键词
+  router.push({ path: '/content/management', query: { keyword: tagName } })
+}
+
+onMounted(() => { fetchTags(); fetchCategories() })
 </script>
 
 <style scoped lang="scss">
@@ -133,9 +317,96 @@ $primary: #6366f1;
   :deep(.ant-card-head) { border-bottom: none; .ant-card-head-title { font-size: 18px; font-weight: 600; } }
   :deep(.ant-card-body) { padding: 0; }
 }
-.data-table { :deep(.ant-table-wrapper) { background: #fff; border-radius: 12px; box-shadow: 0 2px 12px rgba(0,0,0,0.06); overflow: hidden;
-  .ant-table-thead > tr > th { background: #fafafa; font-weight: 600; }
-  .ant-table-tbody > tr:hover > td { background: rgba($primary, 0.03); }
-} }
-.text-muted { color: #d1d5db; }
+
+.loading-wrap { padding: 60px 0; display: flex; justify-content: center; }
+.empty-wrap { padding: 60px 0; display: flex; justify-content: center; }
+
+// 分类分组
+.category-group {
+  margin-bottom: 20px;
+  background: #fff;
+  border-radius: 12px;
+  box-shadow: 0 2px 12px rgba(0,0,0,0.06);
+  overflow: hidden;
+}
+
+.category-header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 14px 20px;
+  background: #fafafa;
+  border-bottom: 1px solid #f0f0f0;
+
+  .category-name {
+    display: flex; align-items: center; gap: 8px;
+    font-size: 15px; font-weight: 600; color: #1e1b4b;
+  }
+  .category-dot { width: 10px; height: 10px; border-radius: 50%; flex-shrink: 0; }
+  .category-count { font-size: 12px; color: #9ca3af; }
+}
+
+.tag-grid { padding: 12px 16px; display: flex; flex-direction: column; gap: 8px; }
+
+.tag-card {
+  display: flex;
+  border: 1px solid rgba($primary, 0.06);
+  border-radius: 10px;
+  overflow: hidden;
+  transition: all 0.2s;
+
+  &:hover { box-shadow: 0 2px 12px rgba($primary, 0.08); }
+  &.disabled { opacity: 0.55; }
+
+  .tag-color-bar { width: 4px; flex-shrink: 0; }
+
+  .tag-body {
+    flex: 1; padding: 10px 14px;
+    display: flex; align-items: center; gap: 16px; flex-wrap: wrap;
+
+    .tag-main { display: flex; align-items: center; min-width: 100px; }
+    .tag-name { font-size: 14px; font-weight: 600; color: #1e1b4b; }
+
+    .tag-meta {
+      display: flex; gap: 12px;
+      .tag-usage { font-size: 12px; color: #9ca3af;
+        &.clickable { color: $primary; cursor: pointer; &:hover { text-decoration: underline; } }
+      }
+      .tag-sort { font-size: 12px; color: #d1d5db; }
+    }
+
+    .tag-preview {
+      display: flex; align-items: center; gap: 6px;
+      .preview-label { font-size: 11px; color: #d1d5db; }
+    }
+
+    .tag-actions {
+      margin-left: auto;
+      display: flex; align-items: center; gap: 2px;
+    }
+  }
+}
+
+// 颜色选择器
+.color-picker-row {
+  display: flex; align-items: center; gap: 6px; flex-wrap: wrap;
+
+  .color-dot {
+    width: 24px; height: 24px; border-radius: 50%; cursor: pointer;
+    border: 2px solid transparent; transition: all 0.2s;
+
+    &:hover { transform: scale(1.15); }
+    &.active { border-color: #1e1b4b; box-shadow: 0 0 0 2px rgba(0,0,0,0.1); }
+  }
+}
+
+// 弹窗预览
+.form-preview {
+  display: flex; align-items: center; gap: 8px;
+  padding: 12px 16px;
+  background: #fafafa;
+  border-radius: 8px;
+
+  .preview-label { font-size: 12px; color: #9ca3af; }
+}
 </style>
diff --git a/frontend/src/views/content/WorkManagement.vue b/frontend/src/views/content/WorkManagement.vue
index b789a48..1dbe71b 100644
--- a/frontend/src/views/content/WorkManagement.vue
+++ b/frontend/src/views/content/WorkManagement.vue
@@ -4,11 +4,21 @@
       <template #title>作品管理</template>
     </a-card>
 
-    <!-- 统计 -->
+    <!-- 统计卡片（可点击筛选） -->
     <div class="stats-row">
-      <div class="stat-card" v-for="item in mgmtStats" :key="item.label">
-        <div class="stat-count">{{ item.value }}</div>
-        <div class="stat-label">{{ item.label }}</div>
+      <div
+        v-for="item in statsItems"
+        :key="item.key"
+        :class="['stat-card', { active: activeStatKey === item.key }]"
+        @click="handleStatClick(item.key)"
+      >
+        <div class="stat-icon" :style="{ background: item.bgColor }">
+          <component :is="item.icon" :style="{ color: item.color }" />
+        </div>
+        <div class="stat-info">
+          <span class="stat-count">{{ item.value }}</span>
+          <span class="stat-label">{{ item.label }}</span>
+        </div>
       </div>
     </div>
 
@@ -18,8 +28,16 @@
         <a-form-item label="作品/作者">
           <a-input v-model:value="keyword" placeholder="作品名称或作者" allow-clear style="width: 180px" />
         </a-form-item>
+        <a-form-item label="状态">
+          <a-select v-model:value="filterStatus" style="width: 120px" @change="handleSearch">
+            <a-select-option value="">全部</a-select-option>
+            <a-select-option value="published">正常</a-select-option>
+            <a-select-option value="taken_down">已下架</a-select-option>
+            <a-select-option value="recommended">推荐中</a-select-option>
+          </a-select>
+        </a-form-item>
         <a-form-item label="排序">
-          <a-select v-model:value="sortBy" style="width: 120px">
+          <a-select v-model:value="sortBy" style="width: 120px" @change="handleSearch">
             <a-select-option value="latest">最新发布</a-select-option>
             <a-select-option value="hot">最多点赞</a-select-option>
             <a-select-option value="views">最多浏览</a-select-option>
@@ -40,6 +58,13 @@
         <template v-if="column.key === 'index'">{{ (pagination.current - 1) * pagination.pageSize + index + 1 }}</template>
         <template v-else-if="column.key === 'cover'">
           <img v-if="record.coverUrl" :src="record.coverUrl" class="cover-thumb" />
+          <div v-else class="cover-empty">无</div>
+        </template>
+        <template v-else-if="column.key === 'titleDesc'">
+          <div class="title-cell">
+            <span class="work-title">{{ record.title }}</span>
+            <span v-if="record.description" class="work-desc">{{ record.description }}</span>
+          </div>
         </template>
         <template v-else-if="column.key === 'author'">{{ record.creator?.nickname || '-' }}</template>
         <template v-else-if="column.key === 'status'">
@@ -51,22 +76,137 @@
         <template v-else-if="column.key === 'publishTime'">{{ formatDate(record.publishTime) }}</template>
         <template v-else-if="column.key === 'action'">
           <a-space>
+            <a-button type="link" size="small" @click="showDetail(record.id)">查看</a-button>
             <a-button type="link" size="small" @click="handleRecommend(record)">
               {{ record.isRecommended ? '取消推荐' : '推荐' }}
             </a-button>
-            <a-button v-if="record.status === 'published'" type="link" danger size="small" @click="handleTakedown(record)">下架</a-button>
-            <a-button v-else type="link" size="small" @click="handleRestore(record)">恢复</a-button>
+            <a-button v-if="record.status === 'published'" type="link" danger size="small" @click="openTakedown(record)">下架</a-button>
+            <a-button v-else type="link" size="small" style="color: #10b981" @click="handleRestore(record)">恢复</a-button>
           </a-space>
         </template>
       </template>
     </a-table>
+
+    <!-- 下架弹窗（填写原因） -->
+    <a-modal v-model:open="takedownVisible" title="下架作品" @ok="handleTakedown" :confirm-loading="takedownLoading">
+      <p style="margin-bottom: 12px; color: #6b7280; font-size: 13px">
+        下架后作品「{{ takedownTarget?.title }}」将不再公开展示，请填写下架原因：
+      </p>
+      <a-radio-group v-model:value="takedownReason" style="display: flex; flex-direction: column; gap: 8px">
+        <a-radio value="含不适宜内容">含不适宜内容</a-radio>
+        <a-radio value="涉嫌抄袭/侵权">涉嫌抄袭/侵权</a-radio>
+        <a-radio value="用户投诉/举报">用户投诉/举报</a-radio>
+        <a-radio value="违反平台规范">违反平台规范</a-radio>
+        <a-radio value="other">其他</a-radio>
+      </a-radio-group>
+      <a-input v-if="takedownReason === 'other'" v-model:value="takedownCustom" placeholder="请输入下架原因" style="margin-top: 12px" />
+    </a-modal>
+
+    <!-- 详情 Drawer -->
+    <a-drawer v-model:open="detailVisible" title="作品详情" :width="580" :destroy-on-close="true">
+      <template v-if="detailData">
+        <a-descriptions :column="2" bordered size="small">
+          <a-descriptions-item label="标题" :span="2">{{ detailData.title }}</a-descriptions-item>
+          <a-descriptions-item label="作者">{{ detailData.creator?.nickname }}</a-descriptions-item>
+          <a-descriptions-item label="状态">
+            <a-tag :color="detailData.status === 'published' ? 'green' : 'red'">{{ detailData.status === 'published' ? '正常' : '已下架' }}</a-tag>
+            <a-tag v-if="detailData.isRecommended" color="blue">推荐</a-tag>
+          </a-descriptions-item>
+          <a-descriptions-item label="浏览">{{ detailData.viewCount || 0 }}</a-descriptions-item>
+          <a-descriptions-item label="点赞">{{ detailData.likeCount || 0 }}</a-descriptions-item>
+          <a-descriptions-item label="收藏">{{ detailData.favoriteCount || 0 }}</a-descriptions-item>
+          <a-descriptions-item label="发布时间">{{ formatDate(detailData.publishTime) }}</a-descriptions-item>
+        </a-descriptions>
+
+        <!-- 作品描述 -->
+        <div v-if="detailData.description" class="detail-section">
+          <h4>作品简介</h4>
+          <p class="detail-desc">{{ detailData.description }}</p>
+        </div>
+
+        <!-- 标签 -->
+        <div v-if="detailData.tags?.length" class="detail-section">
+          <h4>标签</h4>
+          <div style="display: flex; gap: 6px; flex-wrap: wrap">
+            <a-tag v-for="t in detailData.tags" :key="t.tag?.id" color="purple">{{ t.tag?.name }}</a-tag>
+          </div>
+        </div>
+
+        <!-- 绘本翻页预览 -->
+        <div v-if="detailData.pages?.length" class="preview-section">
+          <h4>绘本内容预览</h4>
+          <div class="page-preview">
+            <img v-if="detailData.pages[previewPage]?.imageUrl" :src="detailData.pages[previewPage].imageUrl" class="preview-img" />
+            <p v-if="detailData.pages[previewPage]?.text" class="preview-text">{{ detailData.pages[previewPage].text }}</p>
+            <div class="preview-nav">
+              <a-button :disabled="previewPage === 0" size="small" @click="previewPage--">上一页</a-button>
+              <span>{{ previewPage + 1 }} / {{ detailData.pages.length }}</span>
+              <a-button :disabled="previewPage === detailData.pages.length - 1" size="small" @click="previewPage++">下一页</a-button>
+            </div>
+          </div>
+        </div>
+
+        <!-- 操作按钮 -->
+        <div class="drawer-actions">
+          <a-space style="width: 100%">
+            <a-button
+              v-if="detailData.status === 'published'"
+              @click="handleRecommendInDrawer"
+              :style="{ flex: 1, color: detailData.isRecommended ? undefined : '#1677ff', borderColor: detailData.isRecommended ? undefined : '#1677ff' }"
+            >
+              {{ detailData.isRecommended ? '取消推荐' : '设为推荐' }}
+            </a-button>
+            <a-button
+              v-if="detailData.status === 'published'"
+              danger
+              style="flex: 1"
+              @click="openTakedown(detailData); detailVisible = false"
+            >
+              下架
+            </a-button>
+            <a-button
+              v-if="detailData.status === 'taken_down'"
+              type="primary"
+              style="flex: 1"
+              @click="handleRestoreInDrawer"
+            >
+              恢复上架
+            </a-button>
+          </a-space>
+        </div>
+
+        <!-- 操作日志 -->
+        <div class="log-section">
+          <h4>操作日志</h4>
+          <div v-if="detailLogs.length === 0" class="log-empty">暂无操作记录</div>
+          <a-timeline v-else>
+            <a-timeline-item
+              v-for="log in detailLogs"
+              :key="log.id"
+              :color="logActionColor[log.action] || 'gray'"
+            >
+              <div class="log-item">
+                <span class="log-action">{{ logActionText[log.action] || log.action }}</span>
+                <span class="log-operator">{{ log.operator?.nickname || '系统' }}</span>
+                <span class="log-time">{{ formatDate(log.createTime) }}</span>
+              </div>
+              <div v-if="log.reason" class="log-reason">原因：{{ log.reason }}</div>
+              <div v-if="log.note" class="log-note">备注：{{ log.note }}</div>
+            </a-timeline-item>
+          </a-timeline>
+        </div>
+      </template>
+    </a-drawer>
   </div>
 </template>
 
 <script setup lang="ts">
-import { ref, reactive, onMounted } from 'vue'
+import { ref, reactive, computed, onMounted } from 'vue'
 import { message, Modal } from 'ant-design-vue'
-import { SearchOutlined, ReloadOutlined } from '@ant-design/icons-vue'
+import {
+  SearchOutlined, ReloadOutlined,
+  AppstoreOutlined, PlusCircleOutlined, EyeOutlined, StopOutlined,
+} from '@ant-design/icons-vue'
 import request from '@/utils/request'
 import dayjs from 'dayjs'
 
@@ -75,50 +215,68 @@ const dataSource = ref<any[]>([])
 const pagination = reactive({ current: 1, pageSize: 10, total: 0, showSizeChanger: true, showTotal: (t: number) => `共 ${t} 条` })
 const keyword = ref('')
 const sortBy = ref('latest')
-const mgmtStats = ref([
-  { label: '总作品数', value: 0 },
-  { label: '今日新增', value: 0 },
-  { label: '累计浏览', value: 0 },
-  { label: '已下架', value: 0 },
+const filterStatus = ref('')
+const activeStatKey = ref('')
+
+// 统计
+const statsRaw = ref({ total: 0, todayNew: 0, totalViews: 0, takenDown: 0 })
+const statsItems = computed(() => [
+  { key: 'total', label: '总作品数', value: statsRaw.value.total, icon: AppstoreOutlined, color: '#6366f1', bgColor: 'rgba(99,102,241,0.1)' },
+  { key: 'todayNew', label: '今日新增', value: statsRaw.value.todayNew, icon: PlusCircleOutlined, color: '#10b981', bgColor: 'rgba(16,185,129,0.1)' },
+  { key: 'totalViews', label: '累计浏览', value: statsRaw.value.totalViews, icon: EyeOutlined, color: '#f59e0b', bgColor: 'rgba(245,158,11,0.1)' },
+  { key: 'takenDown', label: '已下架', value: statsRaw.value.takenDown, icon: StopOutlined, color: '#ef4444', bgColor: 'rgba(239,68,68,0.1)' },
 ])
 
+// 下架弹窗
+const takedownVisible = ref(false)
+const takedownLoading = ref(false)
+const takedownTarget = ref<any>(null)
+const takedownReason = ref('')
+const takedownCustom = ref('')
+
+// 详情 + 日志
+const detailVisible = ref(false)
+const detailData = ref<any>(null)
+const detailLogs = ref<any[]>([])
+const previewPage = ref(0)
+
+const logActionText: Record<string, string> = { approve: '审核通过', reject: '审核拒绝', takedown: '下架', restore: '恢复', revoke: '撤销审核' }
+const logActionColor: Record<string, string> = { approve: 'green', reject: 'red', takedown: 'gray', restore: 'blue', revoke: 'orange' }
+
+// #6 表格加描述预览列
 const columns = [
   { title: '序号', key: 'index', width: 50 },
   { title: '封面', key: 'cover', width: 70 },
-  { title: '作品名称', dataIndex: 'title', key: 'title', width: 180 },
-  { title: '作者', key: 'author', width: 100 },
-  { title: '浏览', dataIndex: 'viewCount', key: 'viewCount', width: 70 },
-  { title: '点赞', dataIndex: 'likeCount', key: 'likeCount', width: 70 },
-  { title: '收藏', dataIndex: 'favoriteCount', key: 'favoriteCount', width: 70 },
+  { title: '作品名称', key: 'titleDesc', width: 220 },
+  { title: '作者', key: 'author', width: 90 },
+  { title: '浏览', dataIndex: 'viewCount', key: 'viewCount', width: 65 },
+  { title: '点赞', dataIndex: 'likeCount', key: 'likeCount', width: 65 },
+  { title: '收藏', dataIndex: 'favoriteCount', key: 'favoriteCount', width: 65 },
   { title: '状态', key: 'status', width: 110 },
-  { title: '发布时间', key: 'publishTime', width: 140 },
-  { title: '操作', key: 'action', width: 160, fixed: 'right' as const },
+  { title: '发布时间', key: 'publishTime', width: 130 },
+  { title: '操作', key: 'action', width: 210, fixed: 'right' as const },
 ]
 
 const formatDate = (d: string) => d ? dayjs(d).format('YYYY-MM-DD HH:mm') : '-'
 
 const fetchStats = async () => {
   try {
-    const s: any = await request.get('/content-review/management/stats')
-    mgmtStats.value = [
-      { label: '总作品数', value: s.total },
-      { label: '今日新增', value: s.todayNew },
-      { label: '累计浏览', value: s.totalViews },
-      { label: '已下架', value: s.takenDown },
-    ]
+    statsRaw.value = await request.get('/content-review/management/stats') as any
   } catch { /* */ }
 }
 
 const fetchList = async () => {
   loading.value = true
   try {
-    // 复用审核接口查已发布+已下架
+    const isRecommendedFilter = filterStatus.value === 'recommended'
     const res: any = await request.get('/content-review/works', {
       params: {
         page: pagination.current,
         pageSize: pagination.pageSize,
-        status: 'published', // 作品管理只看已发布的
+        status: isRecommendedFilter ? 'published' : (filterStatus.value || 'published,taken_down'),
         keyword: keyword.value || undefined,
+        sortBy: sortBy.value,
+        isRecommended: isRecommendedFilter ? '1' : undefined,
       },
     })
     dataSource.value = res.list
@@ -127,25 +285,94 @@ const fetchList = async () => {
   finally { loading.value = false }
 }
 
-const handleSearch = () => { pagination.current = 1; fetchList() }
-const handleReset = () => { keyword.value = ''; sortBy.value = 'latest'; pagination.current = 1; fetchList(); fetchStats() }
-const handleTableChange = (pag: any) => { pagination.current = pag.current; pagination.pageSize = pag.pageSize; fetchList() }
-
-const handleRecommend = async (record: any) => {
-  try { await request.post(`/content-review/works/${record.id}/recommend`); message.success(record.isRecommended ? '已取消推荐' : '已推荐'); fetchList() }
-  catch { message.error('操作失败') }
+// #7 统计卡片点击筛选
+const handleStatClick = (key: string) => {
+  if (activeStatKey.value === key) {
+    activeStatKey.value = ''
+    filterStatus.value = ''
+  } else {
+    activeStatKey.value = key
+    if (key === 'takenDown') filterStatus.value = 'taken_down'
+    else if (key === 'total' || key === 'todayNew') filterStatus.value = 'published'
+    else filterStatus.value = ''
+  }
+  pagination.current = 1
+  fetchList()
 }
 
-const handleTakedown = (record: any) => {
-  Modal.confirm({
-    title: '确定下架？',
-    content: `下架后作品「${record.title}」将不再公开展示`,
-    okType: 'danger',
-    onOk: async () => {
-      try { await request.post(`/content-review/works/${record.id}/takedown`, { reason: '管理员下架' }); message.success('已下架'); fetchList(); fetchStats() }
-      catch { message.error('操作失败') }
-    },
-  })
+// #1 筛选自动查询
+const handleSearch = () => { activeStatKey.value = ''; pagination.current = 1; fetchList() }
+const handleReset = () => { keyword.value = ''; sortBy.value = 'latest'; filterStatus.value = ''; activeStatKey.value = ''; pagination.current = 1; fetchList(); fetchStats() }
+const handleTableChange = (pag: any) => { pagination.current = pag.current; pagination.pageSize = pag.pageSize; fetchList() }
+
+// 详情
+const showDetail = async (id: number) => {
+  previewPage.value = 0
+  detailLogs.value = []
+  try {
+    const [work, logs]: any[] = await Promise.all([
+      request.get(`/content-review/works/${id}`),
+      request.get('/content-review/logs', { params: { workId: id, pageSize: 50 } }),
+    ])
+    detailData.value = work
+    detailLogs.value = logs.list || []
+    detailVisible.value = true
+  } catch { message.error('获取详情失败') }
+}
+
+// #3 推荐/取消推荐（取消推荐时二次确认）
+const handleRecommend = async (record: any) => {
+  if (record.isRecommended) {
+    Modal.confirm({
+      title: '确定取消推荐？',
+      content: `作品「${record.title}」将不再显示在推荐位`,
+      onOk: async () => {
+        try { await request.post(`/content-review/works/${record.id}/recommend`); message.success('已取消推荐'); fetchList() }
+        catch { message.error('操作失败') }
+      },
+    })
+  } else {
+    try { await request.post(`/content-review/works/${record.id}/recommend`); message.success('已推荐'); fetchList() }
+    catch { message.error('操作失败') }
+  }
+}
+
+// #4 详情内推荐操作
+const handleRecommendInDrawer = async () => {
+  const record = detailData.value
+  if (!record) return
+  if (record.isRecommended) {
+    Modal.confirm({
+      title: '确定取消推荐？',
+      onOk: async () => {
+        try { await request.post(`/content-review/works/${record.id}/recommend`); message.success('已取消推荐'); fetchList(); showDetail(record.id) }
+        catch { message.error('操作失败') }
+      },
+    })
+  } else {
+    try { await request.post(`/content-review/works/${record.id}/recommend`); message.success('已推荐'); fetchList(); showDetail(record.id) }
+    catch { message.error('操作失败') }
+  }
+}
+
+// #2 下架填写原因
+const openTakedown = (record: any) => {
+  takedownTarget.value = record
+  takedownReason.value = ''
+  takedownCustom.value = ''
+  takedownVisible.value = true
+}
+const handleTakedown = async () => {
+  const reason = takedownReason.value === 'other' ? takedownCustom.value : takedownReason.value
+  if (!reason) { message.warning('请选择下架原因'); return }
+  takedownLoading.value = true
+  try {
+    await request.post(`/content-review/works/${takedownTarget.value.id}/takedown`, { reason })
+    message.success('已下架')
+    takedownVisible.value = false
+    fetchList(); fetchStats()
+  } catch { message.error('操作失败') }
+  finally { takedownLoading.value = false }
 }
 
 const handleRestore = async (record: any) => {
@@ -153,18 +380,73 @@ const handleRestore = async (record: any) => {
   catch { message.error('操作失败') }
 }
 
+// #4 详情内恢复操作
+const handleRestoreInDrawer = async () => {
+  const id = detailData.value?.id
+  if (!id) return
+  try { await request.post(`/content-review/works/${id}/restore`); message.success('已恢复'); fetchList(); fetchStats(); showDetail(id) }
+  catch { message.error('操作失败') }
+}
+
 onMounted(() => { fetchStats(); fetchList() })
 </script>
 
 <style scoped lang="scss">
 $primary: #6366f1;
 .title-card { margin-bottom: 16px; border: none; border-radius: 12px; box-shadow: 0 2px 12px rgba(0,0,0,0.06); :deep(.ant-card-head) { border-bottom: none; .ant-card-head-title { font-size: 18px; font-weight: 600; } } :deep(.ant-card-body) { padding: 0; } }
+
+// #7 统计卡片可点击
 .stats-row { display: flex; gap: 12px; margin-bottom: 16px; }
-.stat-card { flex: 1; background: #fff; border-radius: 12px; padding: 16px 20px; box-shadow: 0 2px 12px rgba(0,0,0,0.06); text-align: center;
-  .stat-count { font-size: 22px; font-weight: 700; color: #1e1b4b; }
-  .stat-label { font-size: 12px; color: #9ca3af; margin-top: 2px; }
+.stat-card { flex: 1; display: flex; align-items: center; gap: 12px; padding: 14px 16px; background: #fff; border-radius: 12px; box-shadow: 0 2px 12px rgba(0,0,0,0.06); cursor: pointer; border: 2px solid transparent; transition: all 0.2s;
+  &:hover { box-shadow: 0 4px 16px rgba($primary, 0.12); } &.active { border-color: $primary; background: rgba($primary, 0.02); }
+  .stat-icon { width: 36px; height: 36px; border-radius: 8px; display: flex; align-items: center; justify-content: center; font-size: 16px; flex-shrink: 0; }
+  .stat-info { display: flex; flex-direction: column; .stat-count { font-size: 18px; font-weight: 700; color: #1e1b4b; line-height: 1.2; } .stat-label { font-size: 12px; color: #9ca3af; } }
 }
+
 .filter-bar { padding: 20px 24px; background: #fff; border-radius: 12px; box-shadow: 0 2px 12px rgba(0,0,0,0.06); margin-bottom: 16px; }
 .data-table { :deep(.ant-table-wrapper) { background: #fff; border-radius: 12px; box-shadow: 0 2px 12px rgba(0,0,0,0.06); overflow: hidden; .ant-table-thead > tr > th { background: #fafafa; font-weight: 600; } .ant-table-tbody > tr:hover > td { background: rgba($primary, 0.03); } .ant-table-pagination { padding: 16px; margin: 0; } } }
+
+// #6 标题+描述
+.title-cell {
+  display: flex; flex-direction: column; gap: 2px;
+  .work-title { font-size: 13px; font-weight: 600; color: #1e1b4b; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
+  .work-desc { font-size: 11px; color: #9ca3af; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; max-width: 200px; }
+}
+
 .cover-thumb { width: 48px; height: 64px; object-fit: cover; border-radius: 6px; }
+.cover-empty { width: 48px; height: 64px; background: #f3f4f6; border-radius: 6px; display: flex; align-items: center; justify-content: center; font-size: 10px; color: #d1d5db; }
+
+// 详情区块
+.detail-section {
+  margin-top: 16px;
+  h4 { font-size: 13px; font-weight: 600; color: #374151; margin: 0 0 8px; }
+  .detail-desc { font-size: 13px; color: #6b7280; line-height: 1.6; margin: 0; }
+}
+
+.preview-section { margin-top: 20px; h4 { font-size: 14px; font-weight: 600; color: #1e1b4b; margin: 0 0 12px; padding-bottom: 8px; border-bottom: 1px solid #f0ecf9; } }
+.page-preview {
+  .preview-img { width: 100%; max-height: 300px; object-fit: contain; border-radius: 8px; margin-bottom: 8px; }
+  .preview-text { font-size: 13px; color: #374151; line-height: 1.6; padding: 8px 0; }
+  .preview-nav { display: flex; align-items: center; justify-content: space-between; padding: 8px 0; span { font-size: 12px; color: #6b7280; } }
+}
+
+// #4 详情内操作按钮
+.drawer-actions {
+  margin-top: 20px; padding-top: 16px; border-top: 1px solid #f0ecf9;
+  :deep(.ant-space) { display: flex; .ant-space-item { flex: 1; .ant-btn { width: 100%; } } }
+}
+
+// 操作日志
+.log-section {
+  margin-top: 24px;
+  h4 { font-size: 14px; font-weight: 600; color: #1e1b4b; margin: 0 0 16px; padding-bottom: 8px; border-bottom: 1px solid #f0ecf9; }
+  .log-empty { font-size: 13px; color: #9ca3af; text-align: center; padding: 20px 0; }
+}
+.log-item {
+  display: flex; align-items: center; gap: 8px;
+  .log-action { font-size: 13px; font-weight: 600; color: #1e1b4b; }
+  .log-operator { font-size: 12px; color: #6b7280; }
+  .log-time { font-size: 11px; color: #9ca3af; margin-left: auto; }
+}
+.log-reason, .log-note { font-size: 12px; color: #6b7280; margin-top: 2px; }
 </style>
diff --git a/frontend/src/views/content/WorkReview.vue b/frontend/src/views/content/WorkReview.vue
index 0b6a479..89bdecb 100644
--- a/frontend/src/views/content/WorkReview.vue
+++ b/frontend/src/views/content/WorkReview.vue
@@ -21,7 +21,8 @@
     <div class="filter-bar">
       <a-form layout="inline" @finish="handleSearch">
         <a-form-item label="审核状态">
-          <a-select v-model:value="searchStatus" placeholder="全部" allow-clear style="width: 120px">
+          <a-select v-model:value="searchStatus" style="width: 120px" @change="handleSearch">
+            <a-select-option value="">全部</a-select-option>
             <a-select-option value="pending_review">待审核</a-select-option>
             <a-select-option value="published">已通过</a-select-option>
             <a-select-option value="rejected">已拒绝</a-select-option>
@@ -39,26 +40,61 @@
       </a-form>
     </div>
 
+    <!-- 批量操作栏 -->
+    <div class="batch-bar">
+      <template v-if="selectedRowKeys.length > 0">
+        <span>已选择 <strong>{{ selectedRowKeys.length }}</strong> 项</span>
+        <a-button type="primary" size="small" :loading="batchLoading" @click="handleBatchApprove">
+          <template #icon><CheckCircleOutlined /></template>
+          批量通过
+        </a-button>
+        <a-button danger size="small" @click="openBatchReject">
+          <template #icon><CloseCircleOutlined /></template>
+          批量拒绝
+        </a-button>
+        <a-button size="small" @click="selectedRowKeys = []">取消选择</a-button>
+      </template>
+      <span v-else class="batch-tip">勾选表格中的待审核作品可进行批量操作</span>
+    </div>
+
     <!-- 表格 -->
-    <a-table :columns="columns" :data-source="dataSource" :loading="loading" :pagination="pagination" row-key="id" @change="handleTableChange" class="data-table">
+    <a-table
+      :columns="columns"
+      :data-source="dataSource"
+      :loading="loading"
+      :pagination="pagination"
+      :row-selection="{ selectedRowKeys, onChange: onSelectChange, getCheckboxProps: (r: any) => ({ disabled: r.status !== 'pending_review' }) }"
+      row-key="id"
+      @change="handleTableChange"
+      class="data-table"
+    >
       <template #bodyCell="{ column, record, index }">
         <template v-if="column.key === 'index'">{{ (pagination.current - 1) * pagination.pageSize + index + 1 }}</template>
         <template v-else-if="column.key === 'cover'">
           <img v-if="record.coverUrl" :src="record.coverUrl" class="cover-thumb" />
           <div v-else class="cover-empty">无</div>
         </template>
+        <template v-else-if="column.key === 'titleDesc'">
+          <div class="title-cell">
+            <span class="work-title">{{ record.title }}</span>
+            <span v-if="record.description" class="work-desc">{{ record.description }}</span>
+          </div>
+        </template>
         <template v-else-if="column.key === 'author'">{{ record.creator?.nickname || '-' }}</template>
         <template v-else-if="column.key === 'tags'">
           <a-tag v-for="t in (record.tags || []).slice(0, 3)" :key="t.tag?.id" size="small">{{ t.tag?.name }}</a-tag>
+          <span v-if="!record.tags?.length" style="color: #d1d5db">-</span>
         </template>
         <template v-else-if="column.key === 'status'">
           <a-tag :color="statusColor[record.status] || 'default'">{{ statusText[record.status] || record.status }}</a-tag>
         </template>
         <template v-else-if="column.key === 'createTime'">{{ formatDate(record.createTime) }}</template>
+        <template v-else-if="column.key === 'reviewTime'">{{ record.reviewTime ? formatDate(record.reviewTime) : '-' }}</template>
         <template v-else-if="column.key === 'action'">
           <a-space>
             <a-button v-if="record.status === 'pending_review'" type="link" size="small" style="color: #10b981" @click="quickApprove(record.id)">通过</a-button>
             <a-button v-if="record.status === 'pending_review'" type="link" size="small" danger @click="openReject(record.id)">拒绝</a-button>
+            <a-button v-if="record.status === 'published' || record.status === 'rejected'" type="link" size="small" style="color: #f59e0b" @click="handleRevoke(record.id)">撤销</a-button>
             <a-button type="link" size="small" @click="showDetail(record.id)">详情</a-button>
           </a-space>
         </template>
@@ -66,7 +102,7 @@
     </a-table>
 
     <!-- 拒绝弹窗 -->
-    <a-modal v-model:open="rejectVisible" title="拒绝作品" @ok="handleReject" :confirm-loading="rejectLoading">
+    <a-modal v-model:open="rejectVisible" :title="isBatchReject ? `批量拒绝（${selectedRowKeys.length}个作品）` : '拒绝作品'" @ok="handleReject" :confirm-loading="rejectLoading">
       <a-radio-group v-model:value="rejectReason" style="display: flex; flex-direction: column; gap: 8px">
         <a-radio value="含不适宜未成年人的内容">含不适宜未成年人的内容</a-radio>
         <a-radio value="含个人隐私信息">含个人隐私信息</a-radio>
@@ -78,18 +114,44 @@
     </a-modal>
 
     <!-- 详情 Drawer -->
-    <a-drawer v-model:open="detailVisible" title="作品审核详情" :width="560" :destroy-on-close="true">
+    <a-drawer v-model:open="detailVisible" title="作品审核详情" :width="580" :destroy-on-close="true">
       <template v-if="detailData">
-        <a-descriptions title="作品信息" :column="2" bordered size="small">
-          <a-descriptions-item label="标题" :span="2">{{ detailData.title }}</a-descriptions-item>
+        <!-- 顶部快速导航 -->
+        <div class="detail-nav">
+          <a-button :disabled="!hasPrevPending" size="small" @click="gotoPrevPending">
+            <left-outlined /> 上一个
+          </a-button>
+          <span class="detail-nav-info">
+            {{ detailData.title }}
+            <a-tag :color="statusColor[detailData.status]" style="margin-left: 8px">{{ statusText[detailData.status] }}</a-tag>
+          </span>
+          <a-button :disabled="!hasNextPending" size="small" @click="gotoNextPending">
+            下一个 <right-outlined />
+          </a-button>
+        </div>
+
+        <a-descriptions :column="2" bordered size="small" style="margin-top: 16px">
           <a-descriptions-item label="作者">{{ detailData.creator?.nickname }}</a-descriptions-item>
           <a-descriptions-item label="用户类型">{{ detailData.creator?.userType === 'child' ? '子女' : '成人' }}</a-descriptions-item>
           <a-descriptions-item label="页数">{{ detailData._count?.pages || 0 }}</a-descriptions-item>
-          <a-descriptions-item label="状态">
-            <a-tag :color="statusColor[detailData.status]">{{ statusText[detailData.status] }}</a-tag>
-          </a-descriptions-item>
+          <a-descriptions-item label="提交时间">{{ formatDate(detailData.createTime) }}</a-descriptions-item>
+          <a-descriptions-item v-if="detailData.reviewTime" label="审核时间" :span="2">{{ formatDate(detailData.reviewTime) }}</a-descriptions-item>
         </a-descriptions>
 
+        <!-- 作品描述 -->
+        <div v-if="detailData.description" class="detail-section">
+          <h4>作品简介</h4>
+          <p class="detail-desc">{{ detailData.description }}</p>
+        </div>
+
+        <!-- 标签 -->
+        <div v-if="detailData.tags?.length" class="detail-section">
+          <h4>标签</h4>
+          <div style="display: flex; gap: 6px; flex-wrap: wrap">
+            <a-tag v-for="t in detailData.tags" :key="t.tag?.id" color="purple">{{ t.tag?.name }}</a-tag>
+          </div>
+        </div>
+
         <!-- 绘本翻页预览 -->
         <div v-if="detailData.pages?.length" class="preview-section">
           <h4>绘本内容预览</h4>
@@ -106,8 +168,34 @@
 
         <!-- 审核操作 -->
         <div v-if="detailData.status === 'pending_review'" class="review-actions">
-          <a-button type="primary" block @click="quickApprove(detailData.id); detailVisible = false" style="margin-bottom: 8px">通过</a-button>
-          <a-button danger block @click="openReject(detailData.id); detailVisible = false">拒绝</a-button>
+          <a-space style="width: 100%">
+            <a-button type="primary" style="flex: 1" @click="approveInDrawer">通过</a-button>
+            <a-button danger style="flex: 1" @click="rejectInDrawer">拒绝</a-button>
+          </a-space>
+        </div>
+        <div v-else-if="detailData.status === 'published' || detailData.status === 'rejected'" class="review-actions">
+          <a-button block style="color: #f59e0b; border-color: #f59e0b" @click="handleRevoke(detailData.id)">撤销审核</a-button>
+        </div>
+
+        <!-- 操作日志 -->
+        <div class="log-section">
+          <h4>操作日志</h4>
+          <div v-if="detailLogs.length === 0" class="log-empty">暂无操作记录</div>
+          <a-timeline v-else>
+            <a-timeline-item
+              v-for="log in detailLogs"
+              :key="log.id"
+              :color="logActionColor[log.action] || 'gray'"
+            >
+              <div class="log-item">
+                <span class="log-action">{{ logActionText[log.action] || log.action }}</span>
+                <span class="log-operator">{{ log.operator?.nickname || '系统' }}</span>
+                <span class="log-time">{{ formatDate(log.createTime) }}</span>
+              </div>
+              <div v-if="log.reason" class="log-reason">原因：{{ log.reason }}</div>
+              <div v-if="log.note" class="log-note">备注：{{ log.note }}</div>
+            </a-timeline-item>
+          </a-timeline>
         </div>
       </template>
     </a-drawer>
@@ -116,17 +204,26 @@
 
 <script setup lang="ts">
 import { ref, reactive, computed, onMounted } from 'vue'
-import { message } from 'ant-design-vue'
-import { SearchOutlined, ReloadOutlined, ClockCircleOutlined, CheckCircleOutlined, CloseCircleOutlined, FileTextOutlined } from '@ant-design/icons-vue'
+import { message, Modal } from 'ant-design-vue'
+import {
+  SearchOutlined, ReloadOutlined, ClockCircleOutlined, CheckCircleOutlined,
+  CloseCircleOutlined, FileTextOutlined, LeftOutlined, RightOutlined,
+} from '@ant-design/icons-vue'
 import request from '@/utils/request'
 import dayjs from 'dayjs'
 
 const loading = ref(false)
 const dataSource = ref<any[]>([])
 const pagination = reactive({ current: 1, pageSize: 10, total: 0, showSizeChanger: true, showTotal: (t: number) => `共 ${t} 条` })
-const searchStatus = ref<string | undefined>(undefined)
+// #1 默认筛选待审核
+const searchStatus = ref('pending_review')
 const searchKeyword = ref('')
-const activeFilter = ref('')
+const activeFilter = ref('pending_review')
+
+// 批量选择
+const selectedRowKeys = ref<number[]>([])
+const batchLoading = ref(false)
+const onSelectChange = (keys: number[]) => { selectedRowKeys.value = keys }
 
 const stats = ref({ pending: 0, todayReviewed: 0, todayApproved: 0, todayRejected: 0 })
 const statsItems = computed(() => [
@@ -138,18 +235,22 @@ const statsItems = computed(() => [
 
 const statusColor: Record<string, string> = { pending_review: 'orange', published: 'green', rejected: 'red', taken_down: 'default' }
 const statusText: Record<string, string> = { pending_review: '待审核', published: '已通过', rejected: '已拒绝', taken_down: '已下架', draft: '草稿' }
+const logActionText: Record<string, string> = { approve: '审核通过', reject: '审核拒绝', takedown: '下架', restore: '恢复', revoke: '撤销审核' }
+const logActionColor: Record<string, string> = { approve: 'green', reject: 'red', takedown: 'gray', restore: 'blue', revoke: 'orange' }
 const formatDate = (d: string) => d ? dayjs(d).format('YYYY-MM-DD HH:mm') : '-'
 
+// #2 合并标题+描述列  #4 增加审核时间列
 const columns = [
   { title: '序号', key: 'index', width: 50 },
   { title: '封面', key: 'cover', width: 70 },
-  { title: '作品名称', dataIndex: 'title', key: 'title', width: 180 },
-  { title: '页数', dataIndex: ['_count', 'pages'], key: 'pages', width: 60 },
-  { title: '作者', key: 'author', width: 100 },
-  { title: '标签', key: 'tags', width: 140 },
+  { title: '作品名称', key: 'titleDesc', width: 220 },
+  { title: '页数', dataIndex: ['_count', 'pages'], key: 'pages', width: 50 },
+  { title: '作者', key: 'author', width: 90 },
+  { title: '标签', key: 'tags', width: 130 },
   { title: '状态', key: 'status', width: 80 },
-  { title: '提交时间', key: 'createTime', width: 140 },
-  { title: '操作', key: 'action', width: 150, fixed: 'right' as const },
+  { title: '提交时间', key: 'createTime', width: 130 },
+  { title: '审核时间', key: 'reviewTime', width: 130 },
+  { title: '操作', key: 'action', width: 190, fixed: 'right' as const },
 ]
 
 // 拒绝
@@ -159,10 +260,86 @@ const rejectTargetId = ref<number | null>(null)
 const rejectReason = ref('')
 const rejectCustom = ref('')
 
-// 详情
+// 详情 + 日志
 const detailVisible = ref(false)
 const detailData = ref<any>(null)
+const detailLogs = ref<any[]>([])
 const previewPage = ref(0)
+const currentDetailIndex = ref(-1)
+
+// #3 详情内「上一个/下一个」导航
+const pendingItems = computed(() => dataSource.value.filter(d => d.status === 'pending_review'))
+const hasPrevPending = computed(() => {
+  if (currentDetailIndex.value < 0) return false
+  // 在当前列表中找前一个待审核
+  const currentId = detailData.value?.id
+  const idx = dataSource.value.findIndex(d => d.id === currentId)
+  for (let i = idx - 1; i >= 0; i--) {
+    if (dataSource.value[i].status === 'pending_review') return true
+  }
+  return false
+})
+const hasNextPending = computed(() => {
+  const currentId = detailData.value?.id
+  const idx = dataSource.value.findIndex(d => d.id === currentId)
+  for (let i = idx + 1; i < dataSource.value.length; i++) {
+    if (dataSource.value[i].status === 'pending_review') return true
+  }
+  return false
+})
+
+const gotoPrevPending = () => {
+  const currentId = detailData.value?.id
+  const idx = dataSource.value.findIndex(d => d.id === currentId)
+  for (let i = idx - 1; i >= 0; i--) {
+    if (dataSource.value[i].status === 'pending_review') {
+      showDetail(dataSource.value[i].id)
+      return
+    }
+  }
+}
+
+const gotoNextPending = () => {
+  const currentId = detailData.value?.id
+  const idx = dataSource.value.findIndex(d => d.id === currentId)
+  for (let i = idx + 1; i < dataSource.value.length; i++) {
+    if (dataSource.value[i].status === 'pending_review') {
+      showDetail(dataSource.value[i].id)
+      return
+    }
+  }
+}
+
+// 详情内审核操作后自动跳下一个
+const approveInDrawer = async () => {
+  const id = detailData.value?.id
+  if (!id) return
+  try {
+    await request.post(`/content-review/works/${id}/approve`, {})
+    message.success('已通过')
+    fetchList(); fetchStats()
+    // 自动跳下一个待审核
+    const idx = dataSource.value.findIndex(d => d.id === id)
+    let nextId: number | null = null
+    for (let i = idx + 1; i < dataSource.value.length; i++) {
+      if (dataSource.value[i].status === 'pending_review') { nextId = dataSource.value[i].id; break }
+    }
+    if (!nextId) {
+      for (let i = idx - 1; i >= 0; i--) {
+        if (dataSource.value[i].status === 'pending_review') { nextId = dataSource.value[i].id; break }
+      }
+    }
+    if (nextId) {
+      showDetail(nextId)
+    } else {
+      detailVisible.value = false
+    }
+  } catch { message.error('操作失败') }
+}
+
+const rejectInDrawer = () => {
+  openReject(detailData.value?.id)
+}
 
 const fetchStats = async () => {
   try { stats.value = await request.get('/content-review/works/stats') as any } catch { /* */ }
@@ -172,7 +349,7 @@ const fetchList = async () => {
   loading.value = true
   try {
     const res: any = await request.get('/content-review/works', {
-      params: { page: pagination.current, pageSize: pagination.pageSize, status: searchStatus.value, keyword: searchKeyword.value || undefined },
+      params: { page: pagination.current, pageSize: pagination.pageSize, status: searchStatus.value || undefined, keyword: searchKeyword.value || undefined },
     })
     dataSource.value = res.list
     pagination.total = res.total
@@ -180,16 +357,28 @@ const fetchList = async () => {
   finally { loading.value = false }
 }
 
+// #6 今日已审点击 → 展示今日审核过的（通过+拒绝）
 const handleStatClick = (key: string) => {
-  activeFilter.value = key
-  if (key === 'pending_review') searchStatus.value = 'pending_review'
-  else searchStatus.value = undefined
+  if (activeFilter.value === key) {
+    activeFilter.value = ''
+    searchStatus.value = ''
+  } else {
+    activeFilter.value = key
+    if (key === 'pending_review') searchStatus.value = 'pending_review'
+    else if (key === 'approved') searchStatus.value = 'published'
+    else if (key === 'rejected') searchStatus.value = 'rejected'
+    else searchStatus.value = ''
+  }
   pagination.current = 1
   fetchList()
 }
 
-const handleSearch = () => { pagination.current = 1; fetchList() }
-const handleReset = () => { searchStatus.value = undefined; searchKeyword.value = ''; activeFilter.value = ''; pagination.current = 1; fetchList(); fetchStats() }
+const handleSearch = () => { activeFilter.value = ''; pagination.current = 1; fetchList() }
+const handleReset = () => {
+  // #1 重置回默认待审核
+  searchStatus.value = 'pending_review'; searchKeyword.value = ''; activeFilter.value = 'pending_review'
+  selectedRowKeys.value = []; pagination.current = 1; fetchList(); fetchStats()
+}
 const handleTableChange = (pag: any) => { pagination.current = pag.current; pagination.pageSize = pag.pageSize; fetchList() }
 
 const quickApprove = async (id: number) => {
@@ -197,20 +386,79 @@ const quickApprove = async (id: number) => {
   catch { message.error('操作失败') }
 }
 
-const openReject = (id: number) => { rejectTargetId.value = id; rejectReason.value = ''; rejectCustom.value = ''; rejectVisible.value = true }
+const handleBatchApprove = async () => {
+  if (selectedRowKeys.value.length === 0) return
+  batchLoading.value = true
+  try {
+    const res: any = await request.post('/content-review/works/batch-approve', { ids: selectedRowKeys.value })
+    message.success(`已批量通过 ${res.count} 个作品`)
+    selectedRowKeys.value = []
+    fetchList(); fetchStats()
+  } catch { message.error('批量操作失败') }
+  finally { batchLoading.value = false }
+}
+
+const handleRevoke = (id: number) => {
+  Modal.confirm({
+    title: '确定撤销审核？',
+    content: '撤销后作品将恢复为待审核状态',
+    okText: '确定撤销',
+    onOk: async () => {
+      try {
+        await request.post(`/content-review/works/${id}/revoke`)
+        message.success('已撤销')
+        fetchList(); fetchStats()
+        // 如果在详情里撤销，刷新详情
+        if (detailVisible.value && detailData.value?.id === id) {
+          showDetail(id)
+        }
+      } catch { message.error('撤销失败') }
+    },
+  })
+}
+
+const isBatchReject = ref(false)
+const openReject = (id: number) => { rejectTargetId.value = id; isBatchReject.value = false; rejectReason.value = ''; rejectCustom.value = ''; rejectVisible.value = true }
+const openBatchReject = () => { rejectTargetId.value = null; isBatchReject.value = true; rejectReason.value = ''; rejectCustom.value = ''; rejectVisible.value = true }
 const handleReject = async () => {
   const reason = rejectReason.value === 'other' ? rejectCustom.value : rejectReason.value
   if (!reason) { message.warning('请选择拒绝原因'); return }
   rejectLoading.value = true
-  try { await request.post(`/content-review/works/${rejectTargetId.value}/reject`, { reason }); message.success('已拒绝'); rejectVisible.value = false; fetchList(); fetchStats() }
-  catch { message.error('操作失败') }
+  try {
+    if (isBatchReject.value) {
+      const res: any = await request.post('/content-review/works/batch-reject', { ids: selectedRowKeys.value, reason })
+      message.success(`已批量拒绝 ${res.count} 个作品`)
+      selectedRowKeys.value = []
+    } else {
+      await request.post(`/content-review/works/${rejectTargetId.value}/reject`, { reason })
+      message.success('已拒绝')
+    }
+    rejectVisible.value = false; fetchList(); fetchStats()
+    // 如果在详情 Drawer 中拒绝，自动跳下一个
+    if (detailVisible.value && !isBatchReject.value) {
+      const idx = dataSource.value.findIndex(d => d.id === rejectTargetId.value)
+      let nextId: number | null = null
+      for (let i = idx + 1; i < dataSource.value.length; i++) {
+        if (dataSource.value[i].status === 'pending_review') { nextId = dataSource.value[i].id; break }
+      }
+      if (nextId) { showDetail(nextId) } else { detailVisible.value = false }
+    }
+  } catch { message.error('操作失败') }
   finally { rejectLoading.value = false }
 }
 
 const showDetail = async (id: number) => {
   previewPage.value = 0
-  try { detailData.value = await request.get(`/content-review/works/${id}`); detailVisible.value = true }
-  catch { message.error('获取详情失败') }
+  detailLogs.value = []
+  try {
+    const [work, logs]: any[] = await Promise.all([
+      request.get(`/content-review/works/${id}`),
+      request.get('/content-review/logs', { params: { workId: id, pageSize: 50 } }),
+    ])
+    detailData.value = work
+    detailLogs.value = logs.list || []
+    detailVisible.value = true
+  } catch { message.error('获取详情失败') }
 }
 
 onMounted(() => { fetchStats(); fetchList() })
@@ -226,14 +474,76 @@ $primary: #6366f1;
   .stat-info { display: flex; flex-direction: column; .stat-count { font-size: 18px; font-weight: 700; color: #1e1b4b; line-height: 1.2; } .stat-label { font-size: 12px; color: #9ca3af; } }
 }
 .filter-bar { padding: 20px 24px; background: #fff; border-radius: 12px; box-shadow: 0 2px 12px rgba(0,0,0,0.06); margin-bottom: 16px; }
+
+.batch-bar {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 10px 20px;
+  background: rgba($primary, 0.03);
+  border: 1px dashed rgba($primary, 0.15);
+  border-radius: 10px;
+  margin-bottom: 16px;
+  min-height: 42px;
+
+  span { font-size: 13px; color: #374151; strong { color: $primary; } }
+  .batch-tip { font-size: 12px; color: #9ca3af; }
+}
+
 .data-table { :deep(.ant-table-wrapper) { background: #fff; border-radius: 12px; box-shadow: 0 2px 12px rgba(0,0,0,0.06); overflow: hidden; .ant-table-thead > tr > th { background: #fafafa; font-weight: 600; } .ant-table-tbody > tr:hover > td { background: rgba($primary, 0.03); } .ant-table-pagination { padding: 16px; margin: 0; } } }
+
+// #2 标题+描述合并列
+.title-cell {
+  display: flex; flex-direction: column; gap: 2px;
+  .work-title { font-size: 13px; font-weight: 600; color: #1e1b4b; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
+  .work-desc { font-size: 11px; color: #9ca3af; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; max-width: 200px; }
+}
+
 .cover-thumb { width: 48px; height: 64px; object-fit: cover; border-radius: 6px; }
 .cover-empty { width: 48px; height: 64px; background: #f3f4f6; border-radius: 6px; display: flex; align-items: center; justify-content: center; font-size: 10px; color: #d1d5db; }
-.preview-section { margin-top: 24px; h4 { font-size: 14px; font-weight: 600; color: #1e1b4b; margin: 0 0 12px; padding-bottom: 8px; border-bottom: 1px solid #f0ecf9; } }
+
+// #3 详情顶部导航
+.detail-nav {
+  display: flex; align-items: center; justify-content: space-between; gap: 12px;
+  padding: 12px 16px;
+  background: #fafafa;
+  border-radius: 10px;
+
+  .detail-nav-info {
+    flex: 1; text-align: center;
+    font-size: 14px; font-weight: 600; color: #1e1b4b;
+    overflow: hidden; text-overflow: ellipsis; white-space: nowrap;
+  }
+}
+
+// #5 详情描述和标签区
+.detail-section {
+  margin-top: 16px;
+  h4 { font-size: 13px; font-weight: 600; color: #374151; margin: 0 0 8px; }
+  .detail-desc { font-size: 13px; color: #6b7280; line-height: 1.6; margin: 0; }
+}
+
+.preview-section { margin-top: 20px; h4 { font-size: 14px; font-weight: 600; color: #1e1b4b; margin: 0 0 12px; padding-bottom: 8px; border-bottom: 1px solid #f0ecf9; } }
 .page-preview {
   .preview-img { width: 100%; max-height: 300px; object-fit: contain; border-radius: 8px; margin-bottom: 8px; }
   .preview-text { font-size: 13px; color: #374151; line-height: 1.6; padding: 8px 0; }
   .preview-nav { display: flex; align-items: center; justify-content: space-between; padding: 8px 0; span { font-size: 12px; color: #6b7280; } }
 }
-.review-actions { margin-top: 24px; padding-top: 16px; border-top: 1px solid #f0ecf9; }
+.review-actions { margin-top: 20px; padding-top: 16px; border-top: 1px solid #f0ecf9;
+  :deep(.ant-space) { display: flex; .ant-space-item { flex: 1; .ant-btn { width: 100%; } } }
+}
+
+// 操作日志
+.log-section {
+  margin-top: 24px;
+  h4 { font-size: 14px; font-weight: 600; color: #1e1b4b; margin: 0 0 16px; padding-bottom: 8px; border-bottom: 1px solid #f0ecf9; }
+  .log-empty { font-size: 13px; color: #9ca3af; text-align: center; padding: 20px 0; }
+}
+.log-item {
+  display: flex; align-items: center; gap: 8px;
+  .log-action { font-size: 13px; font-weight: 600; color: #1e1b4b; }
+  .log-operator { font-size: 12px; color: #6b7280; }
+  .log-time { font-size: 11px; color: #9ca3af; margin-left: auto; }
+}
+.log-reason, .log-note { font-size: 12px; color: #6b7280; margin-top: 2px; }
 </style>
diff --git a/frontend/src/views/public/Gallery.vue b/frontend/src/views/public/Gallery.vue
index d2a38d0..d0d5481 100644
--- a/frontend/src/views/public/Gallery.vue
+++ b/frontend/src/views/public/Gallery.vue
@@ -12,6 +12,30 @@
       </a-input>
     </div>
 
+    <!-- 推荐作品 -->
+    <div class="recommend-section" v-if="recommendedWorks.length > 0">
+      <div class="section-header">
+        <span class="section-title"><fire-outlined /> 编辑推荐</span>
+      </div>
+      <div class="recommend-scroll">
+        <div
+          v-for="rw in recommendedWorks"
+          :key="rw.id"
+          class="recommend-card"
+          @click="$router.push(`/p/works/${rw.id}`)"
+        >
+          <div class="recommend-cover">
+            <img v-if="rw.coverUrl" :src="rw.coverUrl" :alt="rw.title" />
+            <div v-else class="recommend-cover-empty"><picture-outlined /></div>
+          </div>
+          <div class="recommend-info">
+            <span class="recommend-title">{{ rw.title }}</span>
+            <span class="recommend-author">{{ rw.creator?.nickname }}</span>
+          </div>
+        </div>
+      </div>
+    </div>
+
     <!-- 热门标签 -->
     <div class="tags-scroll" v-if="hotTags.length > 0">
       <span
@@ -92,12 +116,13 @@
 import { ref, reactive, computed, onMounted } from 'vue'
 import { useRouter } from 'vue-router'
 import { message } from 'ant-design-vue'
-import { SearchOutlined, PictureOutlined, HeartOutlined, HeartFilled, EyeOutlined } from '@ant-design/icons-vue'
+import { SearchOutlined, PictureOutlined, HeartOutlined, HeartFilled, EyeOutlined, FireOutlined } from '@ant-design/icons-vue'
 import { publicGalleryApi, publicTagsApi, publicInteractionApi, type UserWork, type WorkTag } from '@/api/public'
 
 const router = useRouter()
 const works = ref<UserWork[]>([])
 const hotTags = ref<WorkTag[]>([])
+const recommendedWorks = ref<UserWork[]>([])
 const loading = ref(false)
 const keyword = ref('')
 const selectedTagId = ref<number | null>(null)
@@ -114,6 +139,10 @@ const fetchTags = async () => {
   try { hotTags.value = await publicTagsApi.hot() } catch { /* */ }
 }
 
+const fetchRecommended = async () => {
+  try { recommendedWorks.value = await publicGalleryApi.recommended() } catch { /* */ }
+}
+
 const fetchWorks = async (reset = false) => {
   if (reset) { page.value = 1; works.value = []; likedSet.clear() }
   loading.value = true
@@ -172,6 +201,7 @@ const changeSort = (s: string) => { sortBy.value = s; fetchWorks(true) }
 const loadMore = () => { page.value++; fetchWorks() }
 
 onMounted(() => {
+  fetchRecommended()
   fetchTags()
   fetchWorks()
 })
@@ -195,6 +225,61 @@ $primary: #6366f1;
   }
 }
 
+// 推荐作品
+.recommend-section {
+  margin-bottom: 16px;
+
+  .section-header {
+    margin-bottom: 10px;
+    .section-title {
+      font-size: 15px;
+      font-weight: 700;
+      color: #1e1b4b;
+      display: flex;
+      align-items: center;
+      gap: 6px;
+
+      :deep(.anticon) { color: #f59e0b; }
+    }
+  }
+}
+
+.recommend-scroll {
+  display: flex;
+  gap: 10px;
+  overflow-x: auto;
+  padding-bottom: 8px;
+  -webkit-overflow-scrolling: touch;
+  &::-webkit-scrollbar { display: none; }
+}
+
+.recommend-card {
+  flex-shrink: 0;
+  width: 120px;
+  background: #fff;
+  border-radius: 12px;
+  overflow: hidden;
+  cursor: pointer;
+  transition: all 0.2s;
+  border: 1px solid rgba($primary, 0.06);
+
+  &:hover { box-shadow: 0 4px 16px rgba($primary, 0.12); transform: translateY(-2px); }
+
+  .recommend-cover {
+    width: 120px; height: 160px; background: #f5f3ff;
+    img { width: 100%; height: 100%; object-fit: cover; }
+    .recommend-cover-empty { display: flex; align-items: center; justify-content: center; height: 100%; font-size: 24px; color: #d1d5db; }
+  }
+
+  .recommend-info {
+    padding: 8px 10px;
+    display: flex; flex-direction: column; gap: 2px;
+
+    .recommend-title { font-size: 12px; font-weight: 600; color: #1e1b4b; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
+    .recommend-author { font-size: 10px; color: #9ca3af; }
+  }
+}
+
 .tags-scroll {
   display: flex;
   gap: 8px;