diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/FruitShortsApplication.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/FruitShortsApplication.java
index d5758d3..d3461e9 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/FruitShortsApplication.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/FruitShortsApplication.java
@@ -3,7 +3,48 @@ package com.fruitshorts;
 import org.mybatis.spring.annotation.MapperScan;
 import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
+import io.swagger.v3.oas.annotations.OpenAPIDefinition;
+import io.swagger.v3.oas.annotations.info.Info;
+import io.swagger.v3.oas.annotations.tags.Tag;
 
+@OpenAPIDefinition(
+        info = @Info(
+                title = "FruitShorts 运营后台接口（/admin/**）",
+                version = "1.0.0",
+                description = "接口契约以 FruitServer/docs/api-phase1.md 为准"
+        ),
+        tags = {
+                @Tag(name = "后台-管理员账号", description = "后台管理员账号管理"),
+                @Tag(name = "后台-App 用户", description = "App 用户查询与处置"),
+                @Tag(name = "后台-登录与个人", description = "管理端登录、菜单、个人资料与改密"),
+                @Tag(name = "后台-轮播图管理", description = "轮播图维护与排序"),
+                @Tag(name = "后台-评论审核", description = "评论检索与审核"),
+                @Tag(name = "后台-系统配置", description = "系统参数配置"),
+                @Tag(name = "后台-创作者管理", description = "创作者入驻审核与账号开通"),
+                @Tag(name = "创作者中心", description = "创作者工作台（作品、通知、看板）"),
+                @Tag(name = "创作者中心-内容与收费", description = "创作者内容编辑、提交审核与分集收费"),
+                @Tag(name = "后台-数据看板", description = "运营大盘与转码看板"),
+                @Tag(name = "后台-字典", description = "分类与状态字典"),
+                @Tag(name = "后台-离线下载管理", description = "下载授权查询、吊销与清理"),
+                @Tag(name = "后台-短剧分类", description = "短剧分类维护"),
+                @Tag(name = "后台-短剧管理", description = "短剧 CRUD 与审核发布流转"),
+                @Tag(name = "后台-权益管理", description = "权益补发与回收"),
+                @Tag(name = "后台-剧集管理", description = "剧集 CRUD 与排序"),
+                @Tag(name = "后台-媒资管理", description = "分片上传与媒资详情"),
+                @Tag(name = "后台-菜单管理", description = "菜单树维护"),
+                @Tag(name = "后台-操作日志", description = "操作日志检索"),
+                @Tag(name = "后台-订单管理", description = "订单检索、补发与退款"),
+                @Tag(name = "后台-权限点", description = "权限点查询"),
+                @Tag(name = "后台-分集收费", description = "分集价格配置"),
+                @Tag(name = "后台-对账", description = "对账任务与手动对账"),
+                @Tag(name = "后台-举报工单", description = "举报工单处理"),
+                @Tag(name = "后台-角色分类", description = "角色分类维护"),
+                @Tag(name = "后台-角色管理", description = "角色与角色权限"),
+                @Tag(name = "后台-敏感词库", description = "敏感词维护"),
+                @Tag(name = "后台-内容提交审核", description = "创作者内容提交审核"),
+                @Tag(name = "后台-金币钱包", description = "金币流水与人工补币"),
+        }
+)
 @SpringBootApplication
 @MapperScan("com.fruitshorts.**.dal.mapper")
 public class FruitShortsApplication {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AdminUserController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AdminUserController.java
index 571848c..1b338a0 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AdminUserController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AdminUserController.java
@@ -8,6 +8,8 @@ import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.system.vo.AdminUserPageReqVO;
 import com.fruitshorts.system.vo.AdminUserRespVO;
 import com.fruitshorts.system.vo.AdminUserSaveReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -23,6 +25,7 @@ import org.springframework.web.bind.annotation.RestController;
 
 import java.util.Map;
 
+@Tag(name = "后台-管理员账号")
 @RestController
 @RequestMapping("/admin/admin-users")
 @RequiredArgsConstructor
@@ -30,18 +33,21 @@ public class AdminUserController {
 
     private final AdminUserService adminUserService;
 
+    @Operation(summary = "管理员分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('system:admin-user')")
     public Result<PageResult<AdminUserRespVO>> page(AdminUserPageReqVO req) {
         return Result.ok(adminUserService.page(req));
     }
 
+    @Operation(summary = "管理员详情")
     @GetMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:admin-user')")
     public Result<AdminUserRespVO> get(@PathVariable Long id) {
         return Result.ok(adminUserService.get(id));
     }
 
+    @Operation(summary = "新建管理员")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('system:admin-user')")
     @OperationLog(module = "后台管理", action = "新增管理员")
@@ -49,6 +55,7 @@ public class AdminUserController {
         return Result.ok(adminUserService.create(req));
     }
 
+    @Operation(summary = "编辑管理员")
     @PutMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:admin-user')")
     @OperationLog(module = "后台管理", action = "编辑管理员")
@@ -57,6 +64,7 @@ public class AdminUserController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除管理员")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:admin-user')")
     @OperationLog(module = "后台管理", action = "删除管理员")
@@ -65,6 +73,7 @@ public class AdminUserController {
         return Result.ok();
     }
 
+    @Operation(summary = "启用 / 停用管理员")
     @PutMapping("/{id}/status")
     @PreAuthorize("@ss.hasPermission('system:admin-user')")
     @OperationLog(module = "后台管理", action = "修改管理员状态")
@@ -73,6 +82,7 @@ public class AdminUserController {
         return Result.ok();
     }
 
+    @Operation(summary = "重置管理员密码")
     @PutMapping("/{id}/password")
     @PreAuthorize("@ss.hasPermission('system:admin-user')")
     @OperationLog(module = "后台管理", action = "重置管理员密码")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AppUserAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AppUserAdminController.java
index fcd38df..d216d69 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AppUserAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AppUserAdminController.java
@@ -16,6 +16,8 @@ import com.fruitshorts.user.dal.entity.AppUserBanRecord;
 import com.fruitshorts.user.service.AppUserAdminService;
 import com.fruitshorts.user.vo.AppUserQueryReqVO;
 import com.fruitshorts.user.vo.AppUserAdminRespVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -30,6 +32,7 @@ import java.util.Map;
 import java.util.stream.Collectors;
 
 /** 后台用户管理。 */
+@Tag(name = "后台-App 用户")
 @RestController
 @RequestMapping("/admin/app-users")
 @RequiredArgsConstructor
@@ -40,18 +43,21 @@ public class AppUserAdminController {
     private final DramaService dramaService;
     private final EpisodeService episodeService;
 
+    @Operation(summary = "App 用户分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('app-user:list')")
     public Result<PageResult<AppUserAdminRespVO>> page(AppUserQueryReqVO req) {
         return Result.ok(appUserAdminService.page(req));
     }
 
+    @Operation(summary = "App 用户详情")
     @GetMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('app-user:list')")
     public Result<AppUserAdminRespVO> detail(@PathVariable Long id) {
         return Result.ok(appUserAdminService.detail(id));
     }
 
+    @Operation(summary = "封禁 / 处置记录")
     @GetMapping("/{id}/ban-records")
     @PreAuthorize("@ss.hasPermission('app-user:list')")
     public Result<List<AppUserBanRecord>> banRecords(@PathVariable Long id) {
@@ -59,6 +65,7 @@ public class AppUserAdminController {
     }
 
     /** 观看流水明细：客服核对"用户说看了但没记录"这类问题时用，带上剧名与集号。 */
+    @Operation(summary = "观看流水明细（客服核对用）")
     @GetMapping("/{id}/watch-history")
     @PreAuthorize("@ss.hasPermission('app-user:list')")
     public Result<List<AppUserWatchHistoryVO>> watchHistory(@PathVariable Long id,
@@ -106,6 +113,7 @@ public class AppUserAdminController {
     }
 
     /** 状态处置：normal/limited/banned。封禁会立即吊销该用户全部会话。 */
+    @Operation(summary = "处置用户状态（封禁会立即吊销全部会话）")
     @PutMapping("/{id}/status")
     @PreAuthorize("@ss.hasPermission('app-user:update')")
     @OperationLog(module = "用户管理", action = "修改用户状态")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AuthController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AuthController.java
index 1cd72f0..b3b0e02 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AuthController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/AuthController.java
@@ -10,6 +10,8 @@ import com.fruitshorts.system.vo.LoginRespVO;
 import com.fruitshorts.system.vo.MenuVO;
 import com.fruitshorts.system.vo.PasswordChangeReqVO;
 import com.fruitshorts.system.vo.ProfileRespVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.servlet.http.HttpServletRequest;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
@@ -21,6 +23,7 @@ import org.springframework.web.bind.annotation.RestController;
 
 import java.util.List;
 
+@Tag(name = "后台-登录与个人")
 @RestController
 @RequestMapping("/admin/auth")
 @RequiredArgsConstructor
@@ -28,6 +31,7 @@ public class AuthController {
 
     private final AuthService authService;
 
+    @Operation(summary = "管理端登录")
     @PostMapping("/login")
     @OperationLog(module = "认证", action = "登录")
     public Result<LoginRespVO> login(@Valid @RequestBody LoginReqVO req, HttpServletRequest request) {
@@ -35,23 +39,27 @@ public class AuthController {
     }
 
     /** 当前用户的菜单路由树，结构与前端 element-plus-admin 的动态路由一致。 */
+    @Operation(summary = "当前用户菜单路由树")
     @GetMapping("/menus")
     public Result<List<MenuVO>> menus() {
         return Result.ok(authService.listMenus(SecurityUtils.getUserId()));
     }
 
+    @Operation(summary = "当前用户资料")
     @GetMapping("/profile")
     public Result<ProfileRespVO> profile() {
         return Result.ok(authService.profile(SecurityUtils.getUserId()));
     }
 
     /** JWT 无状态，登出由前端清除 token 即可。 */
+    @Operation(summary = "登出")
     @PostMapping("/logout")
     @OperationLog(module = "认证", action = "退出登录")
     public Result<Void> logout() {
         return Result.ok();
     }
 
+    @Operation(summary = "修改自己的登录密码")
     @PostMapping("/password")
     @OperationLog(module = "认证", action = "修改密码")
     public Result<Void> changePassword(@Valid @RequestBody PasswordChangeReqVO req) {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/BannerController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/BannerController.java
index aaee7f6..2c00f99 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/BannerController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/BannerController.java
@@ -7,6 +7,8 @@ import com.fruitshorts.content.vo.BannerRespVO;
 import com.fruitshorts.content.vo.BannerSaveReqVO;
 import com.fruitshorts.framework.security.SecurityUtils;
 import com.fruitshorts.framework.log.OperationLog;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -23,6 +25,7 @@ import org.springframework.web.bind.annotation.RestController;
 import java.util.List;
 import java.util.Map;
 
+@Tag(name = "后台-轮播图管理")
 @RestController
 @RequestMapping("/admin/banners")
 @RequiredArgsConstructor
@@ -30,6 +33,7 @@ public class BannerController {
 
     private final BannerService bannerService;
 
+    @Operation(summary = "轮播图分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('banner:list')")
     public Result<PageResult<BannerRespVO>> page(@RequestParam(required = false) String position,
@@ -39,12 +43,14 @@ public class BannerController {
         return Result.ok(bannerService.page(position, status, pageIndex, pageSize));
     }
 
+    @Operation(summary = "轮播图详情")
     @GetMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('banner:list')")
     public Result<BannerRespVO> get(@PathVariable Long id) {
         return Result.ok(bannerService.get(id));
     }
 
+    @Operation(summary = "新建轮播图")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('banner:create')")
     @OperationLog(module = "内容管理", action = "新增轮播图")
@@ -52,6 +58,7 @@ public class BannerController {
         return Result.ok(bannerService.create(req, SecurityUtils.getUserId()));
     }
 
+    @Operation(summary = "编辑轮播图")
     @PutMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('banner:update')")
     @OperationLog(module = "内容管理", action = "编辑轮播图")
@@ -60,6 +67,7 @@ public class BannerController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除轮播图")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('banner:delete')")
     @OperationLog(module = "内容管理", action = "删除轮播图")
@@ -68,6 +76,7 @@ public class BannerController {
         return Result.ok();
     }
 
+    @Operation(summary = "上架 / 下架轮播图")
     @PutMapping("/{id}/status")
     @PreAuthorize("@ss.hasPermission('banner:update')")
     @OperationLog(module = "内容管理", action = "修改轮播图状态")
@@ -76,6 +85,7 @@ public class BannerController {
         return Result.ok();
     }
 
+    @Operation(summary = "调整轮播排序")
     @PutMapping("/sort")
     @PreAuthorize("@ss.hasPermission('banner:update')")
     public Result<Void> sort(@RequestBody Map<String, List<Long>> body) {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CommentAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CommentAdminController.java
index 4ae7780..99d46b8 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CommentAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CommentAdminController.java
@@ -9,6 +9,8 @@ import com.fruitshorts.interaction.service.CommentService;
 import com.fruitshorts.interaction.vo.CommentAuditReqVO;
 import com.fruitshorts.interaction.vo.CommentQueryReqVO;
 import com.fruitshorts.interaction.vo.CommentRespVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -23,6 +25,7 @@ import org.springframework.web.bind.annotation.RestController;
 import java.util.List;
 
 /** 后台评论审核。 */
+@Tag(name = "后台-评论审核")
 @RestController
 @RequestMapping("/admin/comments")
 @RequiredArgsConstructor
@@ -31,6 +34,7 @@ public class CommentAdminController {
     private final CommentService commentService;
 
     /** 检索评论：默认按状态过滤，`status=pending` 即审核队列。 */
+    @Operation(summary = "评论检索（默认按状态过滤，待审队列）")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('comment:list')")
     public Result<PageResult<CommentRespVO>> page(CommentQueryReqVO req) {
@@ -38,12 +42,14 @@ public class CommentAdminController {
     }
 
     /** 审核留证：机审与人审的完整链路。 */
+    @Operation(summary = "评论审核留证（机审 + 人审链路）")
     @GetMapping("/{id}/audit-records")
     @PreAuthorize("@ss.hasPermission('comment:list')")
     public Result<List<ContentAuditRecord>> auditRecords(@PathVariable Long id) {
         return Result.ok(commentService.auditRecords(id));
     }
 
+    @Operation(summary = "审核评论（通过 / 驳回）")
     @PutMapping("/{id}/audit")
     @PreAuthorize("@ss.hasPermission('comment:audit')")
     @OperationLog(module = "内容治理", action = "审核评论")
@@ -52,6 +58,7 @@ public class CommentAdminController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除评论")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('comment:audit')")
     @OperationLog(module = "内容治理", action = "删除评论")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ConfigController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ConfigController.java
index 4393d1a..bc414c3 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ConfigController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ConfigController.java
@@ -4,6 +4,8 @@ import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.system.service.ConfigService;
 import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.system.vo.ConfigItemVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -15,6 +17,7 @@ import org.springframework.web.bind.annotation.RestController;
 import java.util.List;
 import java.util.Map;
 
+@Tag(name = "后台-系统配置")
 @RestController
 @RequestMapping("/admin/configs")
 @RequiredArgsConstructor
@@ -22,12 +25,14 @@ public class ConfigController {
 
     private final ConfigService configService;
 
+    @Operation(summary = "系统配置列表")
     @GetMapping
     @PreAuthorize("@ss.hasAnyPermission('system:role','system:menu')")
     public Result<List<ConfigItemVO>> list() {
         return Result.ok(configService.list());
     }
 
+    @Operation(summary = "保存系统配置")
     @PutMapping
     @PreAuthorize("@ss.hasPermission('system:role')")
     @OperationLog(module = "后台管理", action = "修改系统设置")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorAdminController.java
index 6b9d976..93a6909 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorAdminController.java
@@ -13,6 +13,8 @@ import com.fruitshorts.creator.vo.CreatorAuditReqVO;
 import com.fruitshorts.creator.vo.CreatorQueryReqVO;
 import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.framework.security.SecurityUtils;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -27,6 +29,7 @@ import org.springframework.web.bind.annotation.RestController;
 import java.util.List;
 
 /** 后台创作者：检索、详情、资质、入驻审核。 */
+@Tag(name = "后台-创作者管理")
 @RestController
 @RequestMapping("/admin/creators")
 @RequiredArgsConstructor
@@ -35,12 +38,14 @@ public class CreatorAdminController {
     private final CreatorService creatorService;
     private final CreatorAccountService creatorAccountService;
 
+    @Operation(summary = "创作者分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('creator:list')")
     public Result<PageResult<Creator>> page(CreatorQueryReqVO req) {
         return Result.ok(creatorService.page(req));
     }
 
+    @Operation(summary = "创作者详情")
     @GetMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('creator:list')")
     public Result<Creator> detail(@PathVariable Long id) {
@@ -48,12 +53,14 @@ public class CreatorAdminController {
     }
 
     /** 资质文件：审核前要看证件原件。 */
+    @Operation(summary = "创作者资质文件")
     @GetMapping("/{id}/documents")
     @PreAuthorize("@ss.hasPermission('creator:list')")
     public Result<List<CreatorDocument>> documents(@PathVariable Long id) {
         return Result.ok(creatorService.documents(id));
     }
 
+    @Operation(summary = "创作者入驻审核")
     @PutMapping("/{id}/audit")
     @PreAuthorize("@ss.hasPermission('creator:audit')")
     @OperationLog(module = "创作者管理", action = "入驻审核")
@@ -62,6 +69,7 @@ public class CreatorAdminController {
     }
 
     /** 手工录入创作者主体（C 端申请入驻还没实现，先用它打通链路）。 */
+    @Operation(summary = "手工录入创作者主体")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('creator:audit')")
     @OperationLog(module = "创作者管理", action = "新增创作者")
@@ -70,6 +78,7 @@ public class CreatorAdminController {
     }
 
     /** 开通创作者账号：仅审核通过可开；已开通则幂等返回，不重复建号。 */
+    @Operation(summary = "开通创作者账号（仅审核通过可开通，幂等）")
     @PostMapping("/{id}/account")
     @PreAuthorize("@ss.hasPermission('creator:account')")
     @OperationLog(module = "创作者管理", action = "开通创作者账号")
@@ -79,6 +88,7 @@ public class CreatorAdminController {
     }
 
     /** 重置创作者账号密码：一次性明文返回，旧密码立即失效。 */
+    @Operation(summary = "重置创作者账号密码（一次性明文返回）")
     @PostMapping("/{id}/account/reset-password")
     @PreAuthorize("@ss.hasPermission('creator:account')")
     @OperationLog(module = "创作者管理", action = "重置创作者密码")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorCenterController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorCenterController.java
index 4c118e9..0bb6ce0 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorCenterController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorCenterController.java
@@ -9,6 +9,8 @@ import com.fruitshorts.creator.vo.CreatorCenterNoticeVO;
 import com.fruitshorts.creator.vo.CreatorCenterProfileVO;
 import com.fruitshorts.creator.vo.CreatorCenterTargetVO;
 import com.fruitshorts.admin.service.CreatorDashboardService;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -26,6 +28,7 @@ import java.util.Map;
  * 归属由 {@link CreatorCenterService#requireCurrentCreator()} 从登录态解析，
  * 查询强制带 `where creator_id = 当前创作者`；访问他人作品统一 403。
  */
+@Tag(name = "创作者中心")
 @RestController
 @RequestMapping("/admin/creator-center")
 @RequiredArgsConstructor
@@ -35,6 +38,7 @@ public class CreatorCenterController {
     private final CreatorDashboardService creatorDashboardService;
 
     /** 当前创作者的主体信息与入驻状态。 */
+    @Operation(summary = "我的创作者资料与入驻状态")
     @GetMapping("/profile")
     @PreAuthorize("@ss.hasPermission('creator-center:view')")
     public Result<CreatorCenterProfileVO> profile() {
@@ -42,6 +46,7 @@ public class CreatorCenterController {
     }
 
     /** 我的作品列表（含最近一次提交的审核进度）。 */
+    @Operation(summary = "我的作品列表（含最近一次审核进度）")
     @GetMapping("/dramas/page")
     @PreAuthorize("@ss.hasPermission('creator-center:view')")
     public Result<PageResult<CreatorCenterDramaVO>> pageMyDramas(CreatorCenterDramaQueryReqVO req) {
@@ -49,6 +54,7 @@ public class CreatorCenterController {
     }
 
     /** 我的作品详情：id 是别人的作品时返回 403，不区分"不存在"。 */
+    @Operation(summary = "我的作品详情")
     @GetMapping("/dramas/{id}")
     @PreAuthorize("@ss.hasPermission('creator-center:view')")
     public Result<CreatorCenterDramaVO> myDrama(@PathVariable Long id) {
@@ -56,6 +62,7 @@ public class CreatorCenterController {
     }
 
     /** 我的通知：入驻审核结果 + 我提交内容的审核结果。 */
+    @Operation(summary = "我的通知（入驻与内容审核结果）")
     @GetMapping("/notices")
     @PreAuthorize("@ss.hasPermission('creator-center:view')")
     public Result<List<CreatorCenterNoticeVO>> notices() {
@@ -63,6 +70,7 @@ public class CreatorCenterController {
     }
 
     /** 我的数据看板：播放 / 完播 / 收藏 / 评论 / 解锁收入概览（只读，只含自己的作品）。 */
+    @Operation(summary = "我的数据看板（播放 / 完播 / 收藏 / 评论 / 解锁收入）")
     @GetMapping("/dashboard")
     @PreAuthorize("@ss.hasPermission('creator-center:stat:view')")
     public Result<Map<String, Object>> dashboard() {
@@ -73,6 +81,7 @@ public class CreatorCenterController {
      * 代看目标下拉的数据源：只有带 `creator-center:impersonate` 的账号（第一阶段 = 超管）能调。
      * 前端拿它渲染顶部的「当前创作者」下拉；没权限的账号不显示下拉，也不会请求这个接口。
      */
+    @Operation(summary = "代看可选创作者列表")
     @GetMapping("/impersonation/targets")
     @PreAuthorize("@ss.hasPermission('creator-center:impersonate')")
     public Result<List<CreatorCenterTargetVO>> impersonationTargets() {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorContentController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorContentController.java
index 4bb646a..cfa4e2f 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorContentController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/CreatorContentController.java
@@ -12,6 +12,8 @@ import com.fruitshorts.creator.vo.CreatorDramaEditReqVO;
 import com.fruitshorts.creator.vo.CreatorEpisodeReqVO;
 import com.fruitshorts.creator.vo.CreatorSubmitReqVO;
 import com.fruitshorts.framework.log.OperationLog;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -32,6 +34,7 @@ import java.util.List;
  * 与 {@link CreatorCenterController} 一样**不接收 creatorId**：归属由登录态解析，
  * 服务层强制 `where creator_id = 当前创作者`，改别人的剧或分集一律 403。
  */
+@Tag(name = "创作者中心-内容与收费")
 @RestController
 @RequestMapping("/admin/creator-center")
 @RequiredArgsConstructor
@@ -40,6 +43,7 @@ public class CreatorContentController {
     private final CreatorContentService creatorContentService;
 
     /** 新建草稿。 */
+    @Operation(summary = "新建作品草稿")
     @PostMapping("/dramas")
     @PreAuthorize("@ss.hasPermission('creator-center:drama:edit')")
     @OperationLog(module = "创作者中心", action = "新建作品")
@@ -48,6 +52,7 @@ public class CreatorContentController {
     }
 
     /** 编辑作品信息（仅草稿 / 已下线可改）。 */
+    @Operation(summary = "编辑作品信息（仅草稿 / 已下线可改）")
     @PutMapping("/dramas/{id}")
     @PreAuthorize("@ss.hasPermission('creator-center:drama:edit')")
     @OperationLog(module = "创作者中心", action = "编辑作品")
@@ -57,6 +62,7 @@ public class CreatorContentController {
     }
 
     /** 分集列表。 */
+    @Operation(summary = "分集列表")
     @GetMapping("/dramas/{id}/episodes")
     @PreAuthorize("@ss.hasPermission('creator-center:view')")
     public Result<List<EpisodeRespVO>> listEpisodes(@PathVariable Long id) {
@@ -64,6 +70,7 @@ public class CreatorContentController {
     }
 
     /** 新增分集（集号不传自动排到最后）。 */
+    @Operation(summary = "新增分集")
     @PostMapping("/dramas/{id}/episodes")
     @PreAuthorize("@ss.hasPermission('creator-center:drama:edit')")
     @OperationLog(module = "创作者中心", action = "新增分集")
@@ -72,6 +79,7 @@ public class CreatorContentController {
     }
 
     /** 编辑分集（时长 / 封面 / 片源 / 排序）。 */
+    @Operation(summary = "编辑分集（时长 / 封面 / 片源）")
     @PutMapping("/dramas/{id}/episodes/{episodeId}")
     @PreAuthorize("@ss.hasPermission('creator-center:drama:edit')")
     @OperationLog(module = "创作者中心", action = "编辑分集")
@@ -82,6 +90,7 @@ public class CreatorContentController {
     }
 
     /** 删除分集。 */
+    @Operation(summary = "删除分集")
     @DeleteMapping("/dramas/{id}/episodes/{episodeId}")
     @PreAuthorize("@ss.hasPermission('creator-center:drama:edit')")
     @OperationLog(module = "创作者中心", action = "删除分集")
@@ -91,6 +100,7 @@ public class CreatorContentController {
     }
 
     /** 批量排序：body 里按新顺序给出分集 id。 */
+    @Operation(summary = "分集批量排序")
     @PutMapping("/dramas/{id}/episodes/sort")
     @PreAuthorize("@ss.hasPermission('creator-center:drama:edit')")
     @OperationLog(module = "创作者中心", action = "调整分集顺序")
@@ -100,6 +110,7 @@ public class CreatorContentController {
     }
 
     /** 提交审核：CREATE / UPDATE / PUBLISH / OFFLINE。 */
+    @Operation(summary = "提交审核（CREATE / UPDATE / PUBLISH / OFFLINE）")
     @PostMapping("/dramas/{id}/submit")
     @PreAuthorize("@ss.hasPermission('creator-center:drama:edit')")
     @OperationLog(module = "创作者中心", action = "提交审核")
@@ -108,6 +119,7 @@ public class CreatorContentController {
     }
 
     /** 撤回自己的提交（撤回后作品退回草稿，可继续编辑）。 */
+    @Operation(summary = "撤回自己的提交")
     @PostMapping("/submissions/{id}/withdraw")
     @PreAuthorize("@ss.hasPermission('creator-center:drama:edit')")
     @OperationLog(module = "创作者中心", action = "撤回提交")
@@ -116,6 +128,7 @@ public class CreatorContentController {
     }
 
     /** 我的提交历史（审核进度）。 */
+    @Operation(summary = "我的提交历史")
     @GetMapping("/dramas/{id}/submissions")
     @PreAuthorize("@ss.hasPermission('creator-center:view')")
     public Result<List<ContentSubmission>> listSubmissions(@PathVariable Long id) {
@@ -123,6 +136,7 @@ public class CreatorContentController {
     }
 
     /** 把上传好的视频产物挂到自己的分集上（产物必须是本人上传的）。 */
+    @Operation(summary = "把上传产物挂到自己的分集上")
     @PostMapping("/dramas/{id}/episodes/{episodeId}/attach")
     @PreAuthorize("@ss.hasPermission('creator-center:upload')")
     @OperationLog(module = "创作者中心", action = "挂载分集视频")
@@ -133,6 +147,7 @@ public class CreatorContentController {
     }
 
     /** 分集收费与试看秒数：读现状。 */
+    @Operation(summary = "分集收费与试看秒数（读）")
     @GetMapping("/dramas/{id}/prices")
     @PreAuthorize("@ss.hasPermission('creator-center:view')")
     public Result<PriceRespVO> priceDetail(@PathVariable Long id) {
@@ -140,6 +155,7 @@ public class CreatorContentController {
     }
 
     /** 分集收费与试看秒数：保存（复用后台同一套 PriceService，改完立即影响付费判定）。 */
+    @Operation(summary = "分集收费与试看秒数（保存）")
     @PutMapping("/dramas/{id}/prices")
     @PreAuthorize("@ss.hasPermission('creator-center:price:update')")
     @OperationLog(module = "创作者中心", action = "配置分集价格")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DashboardAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DashboardAdminController.java
index 4f929a6..cb9a01b 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DashboardAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DashboardAdminController.java
@@ -2,6 +2,8 @@ package com.fruitshorts.admin.controller;
 
 import com.fruitshorts.admin.service.DashboardService;
 import com.fruitshorts.common.pojo.Result;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -16,6 +18,7 @@ import java.util.Map;
  * 指标口径写在 DashboardService 的类注释与 docs/api-phase1.md 里；
  * 取不到数据源的指标返回 null 并在 notes 里说明，不用 0 冒充。
  */
+@Tag(name = "后台-数据看板")
 @RestController
 @RequestMapping("/admin/dashboard")
 @RequiredArgsConstructor
@@ -24,6 +27,7 @@ public class DashboardAdminController {
     private final DashboardService dashboardService;
 
     /** 总览：用户 / 内容 / 播放 / 收入 / 成本。 */
+    @Operation(summary = "运营大盘总览（用户 / 内容 / 播放 / 收入 / 成本）")
     @GetMapping("/overview")
     @PreAuthorize("@ss.hasPermission('dashboard:view')")
     public Result<Map<String, Object>> overview() {
@@ -31,6 +35,7 @@ public class DashboardAdminController {
     }
 
     /** 转码看板：队列积压与失败任务明细。 */
+    @Operation(summary = "转码看板（队列积压与失败任务）")
     @GetMapping("/transcode")
     @PreAuthorize("@ss.hasPermission('dashboard:view')")
     public Result<Map<String, Object>> transcode() {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DictController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DictController.java
index 903bafd..c6209af 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DictController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DictController.java
@@ -4,6 +4,8 @@ import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.content.enums.ContentStatus;
 import com.fruitshorts.content.service.DramaCategoryService;
 import com.fruitshorts.content.vo.DramaCategoryRespVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -17,6 +19,7 @@ import java.util.Map;
 /**
  * 字典接口：题材、内容状态等下拉数据。
  */
+@Tag(name = "后台-字典")
 @RestController
 @RequestMapping("/admin/dicts")
 @RequiredArgsConstructor
@@ -24,12 +27,14 @@ public class DictController {
 
     private final DramaCategoryService dramaCategoryService;
 
+    @Operation(summary = "短剧分类字典")
     @GetMapping("/drama-category")
     @PreAuthorize("@ss.hasPermission('drama:list')")
     public Result<List<DramaCategoryRespVO>> dramaCategories() {
         return Result.ok(dramaCategoryService.list());
     }
 
+    @Operation(summary = "内容状态字典")
     @GetMapping("/content-status")
     @PreAuthorize("@ss.hasPermission('drama:list')")
     public Result<List<Map<String, String>>> contentStatus() {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DownloadAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DownloadAdminController.java
index 682ca41..abe021e 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DownloadAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DownloadAdminController.java
@@ -6,6 +6,8 @@ import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.playback.service.DownloadService;
 import com.fruitshorts.playback.vo.DownloadLicenseRespVO;
 import com.fruitshorts.playback.vo.DownloadQueryReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -18,6 +20,7 @@ import org.springframework.web.bind.annotation.RestController;
 import java.util.Map;
 
 /** 后台下载授权管理。 */
+@Tag(name = "后台-离线下载管理")
 @RestController
 @RequestMapping("/admin/downloads")
 @RequiredArgsConstructor
@@ -25,12 +28,14 @@ public class DownloadAdminController {
 
     private final DownloadService downloadService;
 
+    @Operation(summary = "下载授权分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('download:list')")
     public Result<PageResult<DownloadLicenseRespVO>> page(DownloadQueryReqVO req) {
         return Result.ok(downloadService.page(req));
     }
 
+    @Operation(summary = "下载统计")
     @GetMapping("/stats")
     @PreAuthorize("@ss.hasPermission('download:list')")
     public Result<Map<String, Object>> stats() {
@@ -38,6 +43,7 @@ public class DownloadAdminController {
     }
 
     /** 吊销单条授权：用户侧下次联网即失效。 */
+    @Operation(summary = "吊销单条下载授权")
     @PutMapping("/{id}/revoke")
     @PreAuthorize("@ss.hasPermission('download:revoke')")
     @OperationLog(module = "下载管理", action = "吊销下载授权")
@@ -47,6 +53,7 @@ public class DownloadAdminController {
     }
 
     /** 手动触发过期清理，正常情况下由定时任务每天执行。 */
+    @Operation(summary = "手动触发过期授权清理")
     @PostMapping("/cleanup")
     @PreAuthorize("@ss.hasPermission('download:revoke')")
     @OperationLog(module = "下载管理", action = "清理过期下载授权")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DramaCategoryController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DramaCategoryController.java
index b77964e..4401c71 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DramaCategoryController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DramaCategoryController.java
@@ -6,6 +6,8 @@ import com.fruitshorts.content.vo.DramaCategoryRespVO;
 import com.fruitshorts.content.vo.DramaCategorySaveReqVO;
 import com.fruitshorts.framework.security.SecurityUtils;
 import com.fruitshorts.framework.log.OperationLog;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -23,6 +25,7 @@ import java.util.List;
 /**
  * 短剧类型管理。类型属于短剧域，权限沿用 drama:*，不再单开权限点。
  */
+@Tag(name = "后台-短剧分类")
 @RestController
 @RequestMapping("/admin/drama-categories")
 @RequiredArgsConstructor
@@ -30,12 +33,14 @@ public class DramaCategoryController {
 
     private final DramaCategoryService dramaCategoryService;
 
+    @Operation(summary = "分类列表")
     @GetMapping
     @PreAuthorize("@ss.hasPermission('drama:list')")
     public Result<List<DramaCategoryRespVO>> list() {
         return Result.ok(dramaCategoryService.list());
     }
 
+    @Operation(summary = "新建分类")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('drama:create')")
     @OperationLog(module = "内容管理", action = "新增短剧类型")
@@ -43,6 +48,7 @@ public class DramaCategoryController {
         return Result.ok(dramaCategoryService.create(req));
     }
 
+    @Operation(summary = "编辑分类")
     @PutMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('drama:update')")
     @OperationLog(module = "内容管理", action = "编辑短剧类型")
@@ -51,6 +57,7 @@ public class DramaCategoryController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除分类")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('drama:delete')")
     @OperationLog(module = "内容管理", action = "删除短剧类型")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DramaController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DramaController.java
index d469383..103e7c5 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DramaController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DramaController.java
@@ -10,6 +10,8 @@ import com.fruitshorts.content.vo.DramaSaveReqVO;
 import com.fruitshorts.content.vo.DramaStatusReqVO;
 import com.fruitshorts.framework.security.SecurityUtils;
 import com.fruitshorts.framework.log.OperationLog;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -24,6 +26,7 @@ import org.springframework.web.bind.annotation.RestController;
 
 import java.util.List;
 
+@Tag(name = "后台-短剧管理")
 @RestController
 @RequestMapping("/admin/dramas")
 @RequiredArgsConstructor
@@ -31,18 +34,21 @@ public class DramaController {
 
     private final DramaService dramaService;
 
+    @Operation(summary = "短剧分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('drama:list')")
     public Result<PageResult<DramaRespVO>> page(DramaPageReqVO req) {
         return Result.ok(dramaService.page(req));
     }
 
+    @Operation(summary = "短剧详情")
     @GetMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('drama:list')")
     public Result<DramaRespVO> get(@PathVariable Long id) {
         return Result.ok(dramaService.get(id));
     }
 
+    @Operation(summary = "新建短剧")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('drama:create')")
     @OperationLog(module = "内容管理", action = "新建短剧")
@@ -50,6 +56,7 @@ public class DramaController {
         return Result.ok(dramaService.create(req, SecurityUtils.getUserId()));
     }
 
+    @Operation(summary = "编辑短剧")
     @PutMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('drama:update')")
     @OperationLog(module = "内容管理", action = "编辑短剧")
@@ -58,6 +65,7 @@ public class DramaController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除短剧")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('drama:delete')")
     @OperationLog(module = "内容管理", action = "删除短剧")
@@ -67,6 +75,7 @@ public class DramaController {
     }
 
     /** 提交审核：内容运营即可操作。 */
+    @Operation(summary = "提交审核")
     @PostMapping("/{id}/submit")
     @PreAuthorize("@ss.hasAnyPermission('drama:review','drama:update')")
     @OperationLog(module = "内容管理", action = "提交审核")
@@ -75,6 +84,7 @@ public class DramaController {
         return Result.ok();
     }
 
+    @Operation(summary = "审核通过")
     @PostMapping("/{id}/approve")
     @PreAuthorize("@ss.hasPermission('drama:review')")
     @OperationLog(module = "内容管理", action = "审核通过")
@@ -83,6 +93,7 @@ public class DramaController {
         return Result.ok();
     }
 
+    @Operation(summary = "审核驳回")
     @PostMapping("/{id}/reject")
     @PreAuthorize("@ss.hasPermission('drama:review')")
     @OperationLog(module = "内容管理", action = "驳回短剧")
@@ -91,6 +102,7 @@ public class DramaController {
         return Result.ok();
     }
 
+    @Operation(summary = "上线")
     @PostMapping("/{id}/publish")
     @PreAuthorize("@ss.hasPermission('drama:review')")
     @OperationLog(module = "内容管理", action = "短剧上线")
@@ -99,6 +111,7 @@ public class DramaController {
         return Result.ok();
     }
 
+    @Operation(summary = "下线")
     @PostMapping("/{id}/offline")
     @PreAuthorize("@ss.hasPermission('drama:review')")
     @OperationLog(module = "内容管理", action = "短剧下线")
@@ -107,6 +120,7 @@ public class DramaController {
         return Result.ok();
     }
 
+    @Operation(summary = "审核记录")
     @GetMapping("/{id}/review-records")
     @PreAuthorize("@ss.hasPermission('drama:list')")
     public Result<List<DramaReviewRecord>> reviewRecords(@PathVariable Long id) {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/EntitlementAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/EntitlementAdminController.java
index 5130079..12f200a 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/EntitlementAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/EntitlementAdminController.java
@@ -6,6 +6,8 @@ import com.fruitshorts.commerce.vo.EntitlementGrantReqVO;
 import com.fruitshorts.common.pojo.PageResult;
 import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.framework.log.OperationLog;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -19,6 +21,7 @@ import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
 
 /** 后台权益：检索、人工补发、回收。 */
+@Tag(name = "后台-权益管理")
 @RestController
 @RequestMapping("/admin/entitlements")
 @RequiredArgsConstructor
@@ -26,6 +29,7 @@ public class EntitlementAdminController {
 
     private final EntitlementService entitlementService;
 
+    @Operation(summary = "权益分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('entitlement:list')")
     public Result<PageResult<Entitlement>> page(@RequestParam(required = false) Long userId,
@@ -37,6 +41,7 @@ public class EntitlementAdminController {
     }
 
     /** 客服补偿：直接给用户某集/整剧的播放权益。 */
+    @Operation(summary = "补发权益（客服补偿）")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('entitlement:update')")
     @OperationLog(module = "订单管理", action = "人工补发权益")
@@ -48,6 +53,7 @@ public class EntitlementAdminController {
     }
 
     /** 回收权益：退款、违规处置后用。 */
+    @Operation(summary = "回收权益（退款 / 违规处置）")
     @PutMapping("/{id}/revoke")
     @PreAuthorize("@ss.hasPermission('entitlement:update')")
     @OperationLog(module = "订单管理", action = "回收权益")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/EpisodeController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/EpisodeController.java
index 21d3ff6..0d2094e 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/EpisodeController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/EpisodeController.java
@@ -6,6 +6,8 @@ import com.fruitshorts.content.vo.EpisodeRespVO;
 import com.fruitshorts.content.vo.EpisodeSaveReqVO;
 import com.fruitshorts.content.vo.EpisodeSortReqVO;
 import com.fruitshorts.framework.log.OperationLog;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -21,6 +23,7 @@ import org.springframework.web.bind.annotation.RestController;
 
 import java.util.List;
 
+@Tag(name = "后台-剧集管理")
 @RestController
 @RequestMapping("/admin/episodes")
 @RequiredArgsConstructor
@@ -28,6 +31,7 @@ public class EpisodeController {
 
     private final EpisodeService episodeService;
 
+    @Operation(summary = "剧集列表")
     @GetMapping
     @PreAuthorize("@ss.hasPermission('episode:list')")
     public Result<List<EpisodeRespVO>> list(@RequestParam Long dramaId,
@@ -35,6 +39,7 @@ public class EpisodeController {
         return Result.ok(episodeService.listByDrama(dramaId, status));
     }
 
+    @Operation(summary = "新建剧集")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('episode:upload')")
     @OperationLog(module = "内容管理", action = "新增剧集")
@@ -42,6 +47,7 @@ public class EpisodeController {
         return Result.ok(episodeService.create(req));
     }
 
+    @Operation(summary = "编辑剧集")
     @PutMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('episode:upload')")
     @OperationLog(module = "内容管理", action = "编辑剧集")
@@ -50,6 +56,7 @@ public class EpisodeController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除剧集")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('episode:upload')")
     @OperationLog(module = "内容管理", action = "删除剧集")
@@ -58,6 +65,7 @@ public class EpisodeController {
         return Result.ok();
     }
 
+    @Operation(summary = "剧集排序")
     @PutMapping("/sort")
     @PreAuthorize("@ss.hasPermission('episode:sort')")
     @OperationLog(module = "内容管理", action = "调整剧集顺序")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/MediaController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/MediaController.java
index 99b36a2..9d146d3 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/MediaController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/MediaController.java
@@ -9,6 +9,8 @@ import com.fruitshorts.media.vo.UploadCompleteReqVO;
 import com.fruitshorts.media.vo.UploadInitReqVO;
 import com.fruitshorts.media.vo.UploadInitRespVO;
 import com.fruitshorts.media.vo.UploadProgressRespVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -24,6 +26,7 @@ import org.springframework.web.multipart.MultipartFile;
 /**
  * 媒资上传（本地存储版）：init 建会话 → chunk 传分片 → complete 合并出地址。
  */
+@Tag(name = "后台-媒资管理")
 @RestController
 @RequestMapping("/admin/media")
 @RequiredArgsConstructor
@@ -31,6 +34,7 @@ public class MediaController {
 
     private final MediaService mediaService;
 
+    @Operation(summary = "初始化分片上传")
     @PostMapping("/upload/init")
     @PreAuthorize("@ss.hasAnyPermission('cover:upload','episode:upload')")
     public Result<UploadInitRespVO> init(@Valid @RequestBody UploadInitReqVO req) {
@@ -39,6 +43,7 @@ public class MediaController {
         return Result.ok(mediaService.init(req, SecurityUtils.getUserId()));
     }
 
+    @Operation(summary = "上传分片")
     @PostMapping("/upload/chunk")
     @PreAuthorize("@ss.hasAnyPermission('cover:upload','episode:upload')")
     public Result<Integer> uploadChunk(@RequestParam String uploadId,
@@ -49,6 +54,7 @@ public class MediaController {
         return Result.ok(index);
     }
 
+    @Operation(summary = "完成上传")
     @PostMapping("/upload/complete")
     @PreAuthorize("@ss.hasAnyPermission('cover:upload','episode:upload')")
     public Result<MediaAssetRespVO> complete(@Valid @RequestBody UploadCompleteReqVO req) {
@@ -57,12 +63,14 @@ public class MediaController {
     }
 
     /** 断点续传：查上传会话进度（只能查自己发起的会话）。 */
+    @Operation(summary = "查询上传进度（断点续传）")
     @GetMapping("/upload/{uploadId}")
     @PreAuthorize("@ss.hasAnyPermission('cover:upload','episode:upload')")
     public Result<UploadProgressRespVO> progress(@PathVariable String uploadId) {
         return Result.ok(mediaService.progress(uploadId, SecurityUtils.getUserId()));
     }
 
+    @Operation(summary = "媒资详情")
     @GetMapping("/{id}")
     @PreAuthorize("@ss.hasAnyPermission('cover:upload','episode:upload')")
     public Result<MediaAssetRespVO> get(@PathVariable Long id) {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/MenuController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/MenuController.java
index 1c4ea03..a578db7 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/MenuController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/MenuController.java
@@ -5,6 +5,8 @@ import com.fruitshorts.system.service.MenuService;
 import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.system.vo.MenuSaveReqVO;
 import com.fruitshorts.system.vo.MenuVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -19,6 +21,7 @@ import org.springframework.web.bind.annotation.RestController;
 
 import java.util.List;
 
+@Tag(name = "后台-菜单管理")
 @RestController
 @RequestMapping("/admin/menus")
 @RequiredArgsConstructor
@@ -26,12 +29,14 @@ public class MenuController {
 
     private final MenuService menuService;
 
+    @Operation(summary = "菜单树")
     @GetMapping("/tree")
     @PreAuthorize("@ss.hasPermission('system:menu')")
     public Result<List<MenuVO>> tree() {
         return Result.ok(menuService.listAll());
     }
 
+    @Operation(summary = "新建菜单")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('system:menu')")
     @OperationLog(module = "后台管理", action = "新增菜单")
@@ -39,6 +44,7 @@ public class MenuController {
         return Result.ok(menuService.create(req));
     }
 
+    @Operation(summary = "编辑菜单")
     @PutMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:menu')")
     @OperationLog(module = "后台管理", action = "编辑菜单")
@@ -47,6 +53,7 @@ public class MenuController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除菜单")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:menu')")
     @OperationLog(module = "后台管理", action = "删除菜单")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/OperationLogController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/OperationLogController.java
index f2094b2..bd484f8 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/OperationLogController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/OperationLogController.java
@@ -5,6 +5,8 @@ import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.system.service.OperationLogService;
 import com.fruitshorts.system.vo.OperationLogPageReqVO;
 import com.fruitshorts.system.vo.OperationLogRespVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -12,6 +14,7 @@ import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
+@Tag(name = "后台-操作日志")
 @RestController
 @RequestMapping("/admin/operation-logs")
 @RequiredArgsConstructor
@@ -19,12 +22,14 @@ public class OperationLogController {
 
     private final OperationLogService operationLogService;
 
+    @Operation(summary = "操作日志分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('log:list')")
     public Result<PageResult<OperationLogRespVO>> page(OperationLogPageReqVO req) {
         return Result.ok(operationLogService.page(req));
     }
 
+    @Operation(summary = "操作日志详情")
     @GetMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('log:list')")
     public Result<OperationLogRespVO> get(@PathVariable Long id) {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/OrderAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/OrderAdminController.java
index 703a698..cb95f23 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/OrderAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/OrderAdminController.java
@@ -8,6 +8,8 @@ import com.fruitshorts.common.pojo.PageResult;
 import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.framework.security.SecurityUtils;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -22,6 +24,7 @@ import java.util.List;
 import java.util.Map;
 
 /** 后台订单：检索、补发、退款回收。 */
+@Tag(name = "后台-订单管理")
 @RestController
 @RequestMapping("/admin/orders")
 @RequiredArgsConstructor
@@ -29,12 +32,14 @@ public class OrderAdminController {
 
     private final OrderService orderService;
 
+    @Operation(summary = "订单分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('order:list')")
     public Result<PageResult<Orders>> page(OrderQueryReqVO req) {
         return Result.ok(orderService.page(req));
     }
 
+    @Operation(summary = "订单详情")
     @GetMapping("/{orderNo}")
     @PreAuthorize("@ss.hasPermission('order:list')")
     public Result<Orders> detail(@PathVariable String orderNo) {
@@ -42,6 +47,7 @@ public class OrderAdminController {
     }
 
     /** 订单状态流转流水：支付争议时的证据链。 */
+    @Operation(summary = "订单状态流转流水")
     @GetMapping("/{orderNo}/events")
     @PreAuthorize("@ss.hasPermission('order:list')")
     public Result<List<OrderEvent>> events(@PathVariable String orderNo) {
@@ -49,6 +55,7 @@ public class OrderAdminController {
     }
 
     /** 补发：已支付未交付的订单重新交付；已交付时幂等返回。 */
+    @Operation(summary = "补发订单（已支付未交付重新交付，幂等）")
     @PostMapping("/{orderNo}/compensate")
     @PreAuthorize("@ss.hasPermission('order:update')")
     @OperationLog(module = "订单管理", action = "补发订单")
@@ -57,6 +64,7 @@ public class OrderAdminController {
     }
 
     /** 退款/撤销：回收权益并扣回金币。 */
+    @Operation(summary = "退款 / 撤销（回收权益并扣回金币）")
     @PostMapping("/{orderNo}/refund")
     @PreAuthorize("@ss.hasPermission('order:update')")
     @OperationLog(module = "订单管理", action = "订单退款")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/PermissionController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/PermissionController.java
index ab15a18..f3608b0 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/PermissionController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/PermissionController.java
@@ -3,6 +3,8 @@ package com.fruitshorts.admin.controller;
 import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.system.service.PermissionService;
 import com.fruitshorts.system.vo.PermissionGroupVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -11,6 +13,7 @@ import org.springframework.web.bind.annotation.RestController;
 
 import java.util.List;
 
+@Tag(name = "后台-权限点")
 @RestController
 @RequestMapping("/admin/permissions")
 @RequiredArgsConstructor
@@ -19,6 +22,7 @@ public class PermissionController {
     private final PermissionService permissionService;
 
     /** 按分组返回权限点，直接喂给前端的角色权限配置页。 */
+    @Operation(summary = "权限点列表（按分组返回）")
     @GetMapping
     @PreAuthorize("@ss.hasPermission('system:role')")
     public Result<List<PermissionGroupVO>> groups() {
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/PriceAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/PriceAdminController.java
index cae7213..df7baa1 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/PriceAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/PriceAdminController.java
@@ -5,6 +5,8 @@ import com.fruitshorts.content.service.PriceService;
 import com.fruitshorts.content.vo.PriceRespVO;
 import com.fruitshorts.content.vo.PriceSaveReqVO;
 import com.fruitshorts.framework.log.OperationLog;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.PutMapping;
@@ -15,6 +17,7 @@ import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
 
 /** 后台分集价格与免费集配置。 */
+@Tag(name = "后台-分集收费")
 @RestController
 @RequestMapping("/admin/prices")
 @RequiredArgsConstructor
@@ -23,12 +26,14 @@ public class PriceAdminController {
     private final PriceService priceService;
 
     /** 当前价格配置：整剧默认 + 分集明细。 */
+    @Operation(summary = "分集价格配置（整剧默认 + 分集明细）")
     @GetMapping
     @PreAuthorize("@ss.hasPermission('price:update')")
     public Result<PriceRespVO> detail(@RequestParam Long dramaId) {
         return Result.ok(priceService.detail(dramaId));
     }
 
+    @Operation(summary = "保存分集价格配置")
     @PutMapping
     @PreAuthorize("@ss.hasPermission('price:update')")
     @OperationLog(module = "定价管理", action = "配置分集价格")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ReconcileAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ReconcileAdminController.java
index 19b0404..7916e80 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ReconcileAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ReconcileAdminController.java
@@ -5,6 +5,8 @@ import com.fruitshorts.commerce.service.ReconcileService;
 import com.fruitshorts.common.pojo.PageResult;
 import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.framework.log.OperationLog;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -16,6 +18,7 @@ import org.springframework.web.bind.annotation.RestController;
 import java.time.LocalDate;
 
 /** 后台对账：手动触发与历史查看。 */
+@Tag(name = "后台-对账")
 @RestController
 @RequestMapping("/admin/reconcile")
 @RequiredArgsConstructor
@@ -23,6 +26,7 @@ public class ReconcileAdminController {
 
     private final ReconcileService reconcileService;
 
+    @Operation(summary = "对账任务列表")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('order:list')")
     public Result<PageResult<ReconcileTask>> page(@RequestParam(defaultValue = "1") Integer pageIndex,
@@ -31,6 +35,7 @@ public class ReconcileAdminController {
     }
 
     /** 手动对账：默认前一天，可指定日期与渠道。 */
+    @Operation(summary = "手动触发对账")
     @PostMapping("/run")
     @PreAuthorize("@ss.hasPermission('reconcile:run')")
     @OperationLog(module = "订单管理", action = "手动对账")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ReportAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ReportAdminController.java
index 9c2d3ae..80b0b7e 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ReportAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/ReportAdminController.java
@@ -8,6 +8,8 @@ import com.fruitshorts.interaction.dal.entity.ContentReport;
 import com.fruitshorts.interaction.service.ReportService;
 import com.fruitshorts.interaction.vo.ReportHandleReqVO;
 import com.fruitshorts.interaction.vo.ReportQueryReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -18,6 +20,7 @@ import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
 /** 后台举报工单。 */
+@Tag(name = "后台-举报工单")
 @RestController
 @RequestMapping("/admin/reports")
 @RequiredArgsConstructor
@@ -25,6 +28,7 @@ public class ReportAdminController {
 
     private final ReportService reportService;
 
+    @Operation(summary = "举报工单分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('report:list')")
     public Result<PageResult<ContentReport>> page(ReportQueryReqVO req) {
@@ -32,6 +36,7 @@ public class ReportAdminController {
     }
 
     /** 处理工单：结论成立会联动驳回被举报评论，可选择同时封禁被举报用户。 */
+    @Operation(summary = "处理举报工单（可联动驳回评论与封禁用户）")
     @PutMapping("/{id}/handle")
     @PreAuthorize("@ss.hasPermission('report:handle')")
     @OperationLog(module = "内容治理", action = "处理举报")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/RoleCategoryController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/RoleCategoryController.java
index cfd6b68..4391d8d 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/RoleCategoryController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/RoleCategoryController.java
@@ -5,6 +5,8 @@ import com.fruitshorts.system.service.RoleCategoryService;
 import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.system.vo.RoleCategoryRespVO;
 import com.fruitshorts.system.vo.RoleCategorySaveReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -19,6 +21,7 @@ import org.springframework.web.bind.annotation.RestController;
 
 import java.util.List;
 
+@Tag(name = "后台-角色分类")
 @RestController
 @RequestMapping("/admin/role-categories")
 @RequiredArgsConstructor
@@ -26,12 +29,14 @@ public class RoleCategoryController {
 
     private final RoleCategoryService roleCategoryService;
 
+    @Operation(summary = "角色分类列表")
     @GetMapping
     @PreAuthorize("@ss.hasPermission('system:role-category')")
     public Result<List<RoleCategoryRespVO>> list() {
         return Result.ok(roleCategoryService.list());
     }
 
+    @Operation(summary = "新建角色分类")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('system:role-category')")
     @OperationLog(module = "后台管理", action = "新增角色分类")
@@ -39,6 +44,7 @@ public class RoleCategoryController {
         return Result.ok(roleCategoryService.create(req));
     }
 
+    @Operation(summary = "编辑角色分类")
     @PutMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:role-category')")
     @OperationLog(module = "后台管理", action = "编辑角色分类")
@@ -47,6 +53,7 @@ public class RoleCategoryController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除角色分类")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:role-category')")
     @OperationLog(module = "后台管理", action = "删除角色分类")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/RoleController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/RoleController.java
index 118cf5d..3179cf8 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/RoleController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/RoleController.java
@@ -7,6 +7,8 @@ import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.system.vo.RolePermissionSaveReqVO;
 import com.fruitshorts.system.vo.RoleRespVO;
 import com.fruitshorts.system.vo.RoleSaveReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -22,6 +24,7 @@ import org.springframework.web.bind.annotation.RestController;
 
 import java.util.List;
 
+@Tag(name = "后台-角色管理")
 @RestController
 @RequestMapping("/admin/roles")
 @RequiredArgsConstructor
@@ -29,6 +32,7 @@ public class RoleController {
 
     private final RoleService roleService;
 
+    @Operation(summary = "角色分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('system:role')")
     public Result<PageResult<RoleRespVO>> page(@RequestParam(required = false) String keyword,
@@ -37,17 +41,20 @@ public class RoleController {
         return Result.ok(roleService.page(keyword, pageIndex, pageSize));
     }
 
+    @Operation(summary = "角色下拉列表")
     @GetMapping("/list")
     public Result<List<RoleRespVO>> list() {
         return Result.ok(roleService.listAll());
     }
 
+    @Operation(summary = "角色详情")
     @GetMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:role')")
     public Result<RoleRespVO> get(@PathVariable Long id) {
         return Result.ok(roleService.get(id));
     }
 
+    @Operation(summary = "新建角色")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('system:role')")
     @OperationLog(module = "后台管理", action = "新增角色")
@@ -55,6 +62,7 @@ public class RoleController {
         return Result.ok(roleService.create(req));
     }
 
+    @Operation(summary = "编辑角色")
     @PutMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:role')")
     @OperationLog(module = "后台管理", action = "编辑角色")
@@ -63,6 +71,7 @@ public class RoleController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除角色")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('system:role')")
     @OperationLog(module = "后台管理", action = "删除角色")
@@ -71,12 +80,14 @@ public class RoleController {
         return Result.ok();
     }
 
+    @Operation(summary = "角色已授权限")
     @GetMapping("/{id}/permissions")
     @PreAuthorize("@ss.hasPermission('system:role')")
     public Result<List<String>> permissions(@PathVariable Long id) {
         return Result.ok(roleService.listCodesByRoleId(id));
     }
 
+    @Operation(summary = "保存角色权限")
     @PutMapping("/{id}/permissions")
     @PreAuthorize("@ss.hasPermission('system:role')")
     @OperationLog(module = "后台管理", action = "修改角色权限")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/SensitiveWordAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/SensitiveWordAdminController.java
index 009857e..89d89be 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/SensitiveWordAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/SensitiveWordAdminController.java
@@ -6,6 +6,8 @@ import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.interaction.dal.entity.SensitiveWord;
 import com.fruitshorts.interaction.service.SensitiveWordService;
 import com.fruitshorts.interaction.vo.SensitiveWordReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -20,6 +22,7 @@ import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
 
 /** 后台敏感词库。改动即时生效（服务端词库缓存会失效重建）。 */
+@Tag(name = "后台-敏感词库")
 @RestController
 @RequestMapping("/admin/sensitive-words")
 @RequiredArgsConstructor
@@ -27,6 +30,7 @@ public class SensitiveWordAdminController {
 
     private final SensitiveWordService sensitiveWordService;
 
+    @Operation(summary = "敏感词分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('sensitive-word:list')")
     public Result<PageResult<SensitiveWord>> page(@RequestParam(required = false) String keyword,
@@ -37,6 +41,7 @@ public class SensitiveWordAdminController {
         return Result.ok(sensitiveWordService.page(keyword, category, level, pageIndex, pageSize));
     }
 
+    @Operation(summary = "新增敏感词")
     @PostMapping
     @PreAuthorize("@ss.hasPermission('sensitive-word:update')")
     @OperationLog(module = "内容治理", action = "新增敏感词")
@@ -44,6 +49,7 @@ public class SensitiveWordAdminController {
         return Result.ok(sensitiveWordService.create(req));
     }
 
+    @Operation(summary = "编辑敏感词")
     @PutMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('sensitive-word:update')")
     @OperationLog(module = "内容治理", action = "修改敏感词")
@@ -52,6 +58,7 @@ public class SensitiveWordAdminController {
         return Result.ok();
     }
 
+    @Operation(summary = "删除敏感词")
     @DeleteMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('sensitive-word:update')")
     @OperationLog(module = "内容治理", action = "删除敏感词")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/SubmissionAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/SubmissionAdminController.java
index 10a9922..152f9a5 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/SubmissionAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/SubmissionAdminController.java
@@ -8,6 +8,8 @@ import com.fruitshorts.creator.vo.SubmissionAuditReqVO;
 import com.fruitshorts.creator.vo.SubmissionQueryReqVO;
 import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.framework.security.SecurityUtils;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -18,6 +20,7 @@ import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
 /** 后台内容提交审核：检索、详情、审核（通过 / 驳回 / 撤回）。 */
+@Tag(name = "后台-内容提交审核")
 @RestController
 @RequestMapping("/admin/submissions")
 @RequiredArgsConstructor
@@ -25,18 +28,21 @@ public class SubmissionAdminController {
 
     private final ContentSubmissionService submissionService;
 
+    @Operation(summary = "内容提交分页查询")
     @GetMapping("/page")
     @PreAuthorize("@ss.hasPermission('submission:list')")
     public Result<PageResult<ContentSubmission>> page(SubmissionQueryReqVO req) {
         return Result.ok(submissionService.page(req));
     }
 
+    @Operation(summary = "内容提交详情")
     @GetMapping("/{id}")
     @PreAuthorize("@ss.hasPermission('submission:list')")
     public Result<ContentSubmission> detail(@PathVariable Long id) {
         return Result.ok(submissionService.getExisting(id));
     }
 
+    @Operation(summary = "内容提交审核")
     @PutMapping("/{id}/audit")
     @PreAuthorize("@ss.hasPermission('submission:audit')")
     @OperationLog(module = "内容审核", action = "提交审核")
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/WalletAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/WalletAdminController.java
index 0e3d6ce..1f8123b 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/WalletAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/WalletAdminController.java
@@ -9,6 +9,8 @@ import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.framework.log.OperationLog;
 import com.fruitshorts.framework.security.SecurityUtils;
 import com.fruitshorts.user.dal.mapper.AppUserMapper;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -23,6 +25,7 @@ import org.springframework.web.bind.annotation.RestController;
 import java.util.List;
 
 /** 后台钱包：人工补币/扣回，全部进流水且必须带幂等键。 */
+@Tag(name = "后台-金币钱包")
 @RestController
 @RequestMapping("/admin/wallets")
 @RequiredArgsConstructor
@@ -31,6 +34,7 @@ public class WalletAdminController {
     private final WalletService walletService;
     private final AppUserMapper appUserMapper;
 
+    @Operation(summary = "金币流水")
     @GetMapping("/{userId}/ledger")
     @PreAuthorize("@ss.hasPermission('order:list')")
     public Result<List<CoinLedger>> ledger(@PathVariable Long userId,
@@ -38,6 +42,7 @@ public class WalletAdminController {
         return Result.ok(walletService.recentLedger(userId, limit));
     }
 
+    @Operation(summary = "人工补币")
     @PostMapping("/coins")
     @PreAuthorize("@ss.hasPermission('wallet:update')")
     @OperationLog(module = "订单管理", action = "人工补币")
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/AppApiApplication.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/AppApiApplication.java
index 94ee1ad..8b63aa8 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/AppApiApplication.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/AppApiApplication.java
@@ -3,12 +3,34 @@ package com.fruitshorts.app;
 import org.mybatis.spring.annotation.MapperScan;
 import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
+import io.swagger.v3.oas.annotations.OpenAPIDefinition;
+import io.swagger.v3.oas.annotations.info.Info;
+import io.swagger.v3.oas.annotations.tags.Tag;
 
 /**
  * 客户端接口服务，只暴露 /app/** 与静态媒资 /files/**。
  * 与 fruitshorts-admin-api 共用同一套领域模块和数据库，但入口、鉴权和限流策略独立。
  */
 /* 显式指定扫描根包：本类在 com.fruitshorts.app 下，默认扫不到 content/system/framework 模块的 Bean */
+@OpenAPIDefinition(
+        info = @Info(
+                title = "FruitShorts 客户端接口（/app/**）",
+                version = "1.0.0",
+                description = "接口契约以 FruitServer/docs/api-phase1.md 为准"
+        ),
+        tags = {
+                @Tag(name = "客户端-账号", description = "验证码、注册、登录、令牌刷新与登出"),
+                @Tag(name = "客户端-内容浏览", description = "首页 / 发现 / 分类聚合接口"),
+                @Tag(name = "客户端-评论", description = "评论发布、列表与删除"),
+                @Tag(name = "客户端-金币与订单", description = "钱包、金币解锁与订单票据"),
+                @Tag(name = "客户端-离线下载", description = "下载授权、下载偏好与断点续传"),
+                @Tag(name = "客户端-短剧与播放", description = "短剧详情与播放票据"),
+                @Tag(name = "客户端-收藏", description = "收藏切换与列表"),
+                @Tag(name = "客户端-点赞与举报", description = "点赞与举报提报"),
+                @Tag(name = "客户端-个人中心", description = "资料、设备、数据导出与注销"),
+                @Tag(name = "客户端-观看进度", description = "观看进度上报与续看位置"),
+        }
+)
 @SpringBootApplication(scanBasePackages = "com.fruitshorts")
 @MapperScan("com.fruitshorts.**.dal.mapper")
 public class AppApiApplication {
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppAuthController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppAuthController.java
index d904f9e..ab71970 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppAuthController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppAuthController.java
@@ -11,6 +11,8 @@ import com.fruitshorts.user.vo.OtpSendReqVO;
 import com.fruitshorts.user.vo.RefreshReqVO;
 import com.fruitshorts.user.vo.RegisterReqVO;
 import com.fruitshorts.user.vo.TokenRespVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.servlet.http.HttpServletRequest;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
@@ -20,6 +22,7 @@ import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
 /** 客户端账号：验证码、注册、登录、刷新、登出。 */
+@Tag(name = "客户端-账号")
 @RestController
 @RequestMapping("/app/auth")
 @RequiredArgsConstructor
@@ -29,30 +32,35 @@ public class AppAuthController {
     private final AppAuthService authService;
 
     /** 发送验证码。频控在服务端，客户端不需要自己限流。 */
+    @Operation(summary = "发送验证码（频控在服务端）")
     @PostMapping("/otp")
     public Result<Void> sendOtp(@Valid @RequestBody OtpSendReqVO req, HttpServletRequest request) {
         otpService.send(req, WebUtils.getClientIp(request));
         return Result.ok();
     }
 
+    @Operation(summary = "注册账号（邮箱免验证码 / 手机号需验证码）")
     @PostMapping("/register")
     public Result<TokenRespVO> register(@Valid @RequestBody RegisterReqVO req,
                                         HttpServletRequest request) {
         return Result.ok(authService.register(req, WebUtils.getClientIp(request)));
     }
 
+    @Operation(summary = "登录（验证码或密码）")
     @PostMapping("/login")
     public Result<TokenRespVO> login(@Valid @RequestBody LoginReqVO req,
                                      HttpServletRequest request) {
         return Result.ok(authService.login(req, WebUtils.getClientIp(request)));
     }
 
+    @Operation(summary = "刷新令牌（旧 refresh token 立即失效）")
     @PostMapping("/refresh")
     public Result<TokenRespVO> refresh(@Valid @RequestBody RefreshReqVO req) {
         return Result.ok(authService.refresh(req.getRefreshToken()));
     }
 
     /** 登出：默认只吊销当前设备的会话，allDevices=true 时吊销全部。 */
+    @Operation(summary = "登出（默认当前设备，allDevices 吊销全部）")
     @PostMapping("/logout")
     public Result<Void> logout(@RequestBody(required = false) LogoutReqVO req) {
         authService.logout(SecurityUtils.getUserIdOrNull(), req == null ? new LogoutReqVO() : req);
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCatalogController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCatalogController.java
index 937581e..823739c 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCatalogController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCatalogController.java
@@ -4,6 +4,8 @@ import com.fruitshorts.app.service.AppCatalogService;
 import com.fruitshorts.app.vo.AppCategoryVO;
 import com.fruitshorts.app.vo.AppFeedVO;
 import com.fruitshorts.common.pojo.Result;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.RequestMapping;
@@ -14,6 +16,7 @@ import java.util.List;
 /**
  * 客户端目录接口：首页与发现页各一次请求拿全量聚合数据。
  */
+@Tag(name = "客户端-内容浏览")
 @RestController
 @RequestMapping("/app")
 @RequiredArgsConstructor
@@ -21,16 +24,19 @@ public class AppCatalogController {
 
     private final AppCatalogService appCatalogService;
 
+    @Operation(summary = "首页聚合：轮播 + 分区，一次请求渲染整页")
     @GetMapping("/home/feed")
     public Result<AppFeedVO> homeFeed() {
         return Result.ok(appCatalogService.homeFeed());
     }
 
+    @Operation(summary = "发现页聚合：分区列表")
     @GetMapping("/discover/feed")
     public Result<AppFeedVO> discoverFeed() {
         return Result.ok(appCatalogService.discoverFeed());
     }
 
+    @Operation(summary = "分类列表")
     @GetMapping("/categories")
     public Result<List<AppCategoryVO>> categories() {
         return Result.ok(appCatalogService.categories());
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCommentController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCommentController.java
index 4fc40b1..a5ba86f 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCommentController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCommentController.java
@@ -8,6 +8,8 @@ import com.fruitshorts.interaction.service.CommentService;
 import com.fruitshorts.interaction.vo.CommentPublishReqVO;
 import com.fruitshorts.interaction.vo.CommentQueryReqVO;
 import com.fruitshorts.interaction.vo.CommentRespVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.servlet.http.HttpServletRequest;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
@@ -27,6 +29,7 @@ import org.springframework.web.bind.annotation.RestController;
  * 不传 `rootId` 时返回顶层评论，传了则返回该楼层的回复。
  * 列表允许匿名浏览；发布与删除需要登录。
  */
+@Tag(name = "客户端-评论")
 @RestController
 @RequestMapping("/app/comments")
 @RequiredArgsConstructor
@@ -34,6 +37,7 @@ public class AppCommentController {
 
     private final CommentService commentService;
 
+    @Operation(summary = "发布评论")
     @PostMapping
     public Result<CommentRespVO> publish(@Valid @RequestBody CommentPublishReqVO req,
                                          HttpServletRequest request) {
@@ -41,6 +45,7 @@ public class AppCommentController {
                 WebUtils.getClientIp(request), request.getHeader("X-Device-Id")));
     }
 
+    @Operation(summary = "评论列表（游标翻页，可匿名浏览）")
     @GetMapping
     public Result<CursorResult<CommentRespVO>> page(@RequestParam Long dramaId,
                                                     @RequestParam(required = false) Long episodeId,
@@ -56,6 +61,7 @@ public class AppCommentController {
         return Result.ok(commentService.page(SecurityUtils.getUserIdOrNull(), query));
     }
 
+    @Operation(summary = "删除自己的评论")
     @DeleteMapping("/{id}")
     public Result<Void> delete(@PathVariable Long id) {
         commentService.delete(SecurityUtils.getAppUserId(), id);
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCommerceController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCommerceController.java
index 0d1df14..6d931f5 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCommerceController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppCommerceController.java
@@ -6,6 +6,8 @@ import com.fruitshorts.commerce.service.UnlockService;
 import com.fruitshorts.commerce.service.WalletService;
 import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.framework.security.SecurityUtils;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.PathVariable;
@@ -24,6 +26,7 @@ import java.util.Map;
  * 金币解锁是第一阶段真实的收费方式；真实商店购买走 {@code /app/orders/verify}，
  * 本轮只预留接口（商店未接入时返回明确业务提示，不会产生假订单）。
  */
+@Tag(name = "客户端-金币与订单")
 @RestController
 @RequestMapping("/app")
 @RequiredArgsConstructor
@@ -34,6 +37,7 @@ public class AppCommerceController {
     private final OrderService orderService;
 
     /** 我的钱包：余额 + 最近流水，客户端一处渲染。 */
+    @Operation(summary = "我的钱包（余额 + 最近流水）")
     @GetMapping("/wallet")
     public Result<Map<String, Object>> wallet() {
         Long userId = SecurityUtils.getAppUserId();
@@ -44,17 +48,20 @@ public class AppCommerceController {
     }
 
     /** 金币解锁分集：幂等，重复点击不会重复扣币。 */
+    @Operation(summary = "金币解锁分集（幂等，重复点击不重复扣币）")
     @PostMapping("/episodes/{episodeId}/unlock")
     public Result<Map<String, Object>> unlock(@PathVariable Long episodeId) {
         return Result.ok(unlockService.unlock(SecurityUtils.getAppUserId(), episodeId));
     }
 
+    @Operation(summary = "我的订单列表")
     @GetMapping("/orders")
     public Result<List<Orders>> orders() {
         return Result.ok(orderService.listByUser(SecurityUtils.getAppUserId()));
     }
 
     /** 提交商店票据。第一阶段商店未接入，会返回明确的"尚未配置"。 */
+    @Operation(summary = "提交商店票据（第一阶段商店未接入，返回明确提示）")
     @PostMapping("/orders/verify")
     public Result<Orders> verify(@RequestBody Map<String, String> body) {
         return Result.ok(orderService.verifyAndDeliver(SecurityUtils.getAppUserId(),
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppDownloadController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppDownloadController.java
index 300932f..e801302 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppDownloadController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppDownloadController.java
@@ -8,6 +8,8 @@ import com.fruitshorts.playback.vo.DownloadLicenseRespVO;
 import com.fruitshorts.playback.vo.DownloadPolicyRespVO;
 import com.fruitshorts.playback.vo.DownloadProgressReqVO;
 import com.fruitshorts.playback.vo.DownloadSettingReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.servlet.http.HttpServletRequest;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
@@ -29,6 +31,7 @@ import java.util.List;
  * <p>服务端只发授权与地址，分片由客户端向 CDN 拉取；进度上报用于断点续传与跨端展示。
  * 设备标识优先取请求体，其次取请求头 X-Device-Id。
  */
+@Tag(name = "客户端-离线下载")
 @RestController
 @RequestMapping("/app/downloads")
 @RequiredArgsConstructor
@@ -37,6 +40,7 @@ public class AppDownloadController {
     private final DownloadService downloadService;
 
     /** 申请下载授权（同一剧集重复申请幂等，只刷新有效期）。 */
+    @Operation(summary = "申请下载授权（同一剧集幂等，只刷新有效期）")
     @PostMapping
     public Result<DownloadLicenseRespVO> grant(@Valid @RequestBody DownloadGrantReqVO req,
                                                HttpServletRequest request) {
@@ -44,17 +48,20 @@ public class AppDownloadController {
                 request.getHeader("X-Device-Id")));
     }
 
+    @Operation(summary = "我的下载授权列表")
     @GetMapping
     public Result<List<DownloadLicenseRespVO>> list(@RequestParam(required = false) String deviceId) {
         return Result.ok(downloadService.list(SecurityUtils.getAppUserId(), deviceId));
     }
 
+    @Operation(summary = "下载规则（设备上限 / 仅 Wi-Fi / 清晰度上限）")
     @GetMapping("/policy")
     public Result<DownloadPolicyRespVO> policy(@RequestParam(required = false) String deviceId) {
         return Result.ok(downloadService.policy(SecurityUtils.getAppUserId(), deviceId));
     }
 
     /** 仅 Wi-Fi 下载、清晰度上限等偏好。 */
+    @Operation(summary = "更新下载偏好设置")
     @PutMapping("/settings")
     public Result<Void> updateSettings(@RequestBody DownloadSettingReqVO req) {
         downloadService.updateSettings(SecurityUtils.getAppUserId(), req);
@@ -62,6 +69,7 @@ public class AppDownloadController {
     }
 
     /** 断点续传前重新取一次地址：授权不变，只有地址是短时效的。 */
+    @Operation(summary = "重新获取下载地址（断点续传前刷新短时效地址）")
     @GetMapping("/{episodeId}/url")
     public Result<DownloadLicenseRespVO> refreshUrl(@PathVariable Long episodeId,
                                                     HttpServletRequest request) {
@@ -69,6 +77,7 @@ public class AppDownloadController {
                 request.getHeader("X-Device-Id")));
     }
 
+    @Operation(summary = "上报下载进度")
     @PostMapping("/{episodeId}/progress")
     public Result<DownloadLicenseRespVO> reportProgress(@PathVariable Long episodeId,
                                                         @RequestBody DownloadProgressReqVO req,
@@ -77,6 +86,7 @@ public class AppDownloadController {
                 request.getHeader("X-Device-Id")));
     }
 
+    @Operation(summary = "吊销某集的下载授权")
     @DeleteMapping("/{episodeId}")
     public Result<Void> revoke(@PathVariable Long episodeId,
                                @RequestParam(required = false) String deviceId,
@@ -87,6 +97,7 @@ public class AppDownloadController {
     }
 
     /** 清空当前设备的全部下载授权。 */
+    @Operation(summary = "清空当前设备的全部下载授权")
     @DeleteMapping
     public Result<Integer> clear(@RequestParam(required = false) String deviceId,
                                  HttpServletRequest request) {
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppDramaController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppDramaController.java
index d5573ad..1dcc60c 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppDramaController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppDramaController.java
@@ -7,6 +7,8 @@ import com.fruitshorts.framework.security.SecurityUtils;
 import com.fruitshorts.framework.web.WebUtils;
 import com.fruitshorts.playback.service.PlaybackService;
 import com.fruitshorts.playback.vo.PlayRespVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.servlet.http.HttpServletRequest;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -14,6 +16,7 @@ import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
+@Tag(name = "客户端-短剧与播放")
 @RestController
 @RequestMapping("/app")
 @RequiredArgsConstructor
@@ -23,6 +26,7 @@ public class AppDramaController {
     private final PlaybackService playbackService;
 
     /** 详情：包含剧集列表，客户端进详情页一次请求即可渲染 */
+    @Operation(summary = "短剧详情（含剧集列表，进详情页一次请求即可渲染）")
     @GetMapping("/dramas/{id}")
     public Result<AppDramaDetailVO> detail(@PathVariable Long id) {
         return Result.ok(appCatalogService.dramaDetail(id));
@@ -32,6 +36,7 @@ public class AppDramaController {
      * 播放票据：服务端判定权益后签发短时效播放地址。
      * 未登录也能播免费集；付费集未解锁时只返回需要多少金币。
      */
+    @Operation(summary = "播放票据：判定权益后签发短时效播放地址")
     @GetMapping("/episodes/{id}/play")
     public Result<PlayRespVO> play(@PathVariable Long id, HttpServletRequest request) {
         return Result.ok(playbackService.play(
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppFavoriteController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppFavoriteController.java
index 6dc12c4..8fe7f64 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppFavoriteController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppFavoriteController.java
@@ -6,6 +6,8 @@ import com.fruitshorts.common.pojo.Result;
 import com.fruitshorts.framework.security.SecurityUtils;
 import com.fruitshorts.playback.service.FavoriteService;
 import com.fruitshorts.playback.vo.FavoriteToggleReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.DeleteMapping;
@@ -19,6 +21,7 @@ import org.springframework.web.bind.annotation.RestController;
 import java.util.List;
 
 /** 收藏。 */
+@Tag(name = "客户端-收藏")
 @RestController
 @RequestMapping("/app/favorites")
 @RequiredArgsConstructor
@@ -28,18 +31,21 @@ public class AppFavoriteController {
     private final AppCatalogService appCatalogService;
 
     /** 切换收藏，返回切换后的状态：true 为已收藏。 */
+    @Operation(summary = "切换收藏（返回切换后的状态）")
     @PostMapping("/toggle")
     public Result<Boolean> toggle(@Valid @RequestBody FavoriteToggleReqVO req) {
         return Result.ok(favoriteService.toggle(SecurityUtils.getAppUserId(), req.getDramaId()));
     }
 
     /** 收藏列表，卡片结构与首页一致。 */
+    @Operation(summary = "我的收藏列表")
     @GetMapping
     public Result<List<AppDramaCardVO>> list() {
         return Result.ok(appCatalogService.toCards(
                 favoriteService.listDramas(SecurityUtils.getAppUserId())));
     }
 
+    @Operation(summary = "取消收藏")
     @DeleteMapping("/{dramaId}")
     public Result<Void> remove(@PathVariable Long dramaId) {
         favoriteService.remove(SecurityUtils.getAppUserId(), dramaId);
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppInteractionController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppInteractionController.java
index 3593afe..62afea5 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppInteractionController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppInteractionController.java
@@ -7,6 +7,8 @@ import com.fruitshorts.interaction.service.ReportService;
 import com.fruitshorts.interaction.vo.LikeToggleReqVO;
 import com.fruitshorts.interaction.vo.LikeToggleRespVO;
 import com.fruitshorts.interaction.vo.ReportCreateReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.PostMapping;
@@ -15,6 +17,7 @@ import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
 /** 点赞与举报。 */
+@Tag(name = "客户端-点赞与举报")
 @RestController
 @RequestMapping("/app")
 @RequiredArgsConstructor
@@ -24,12 +27,14 @@ public class AppInteractionController {
     private final ReportService reportService;
 
     /** 点赞/取消点赞，返回切换后的状态与最新计数。 */
+    @Operation(summary = "点赞 / 取消点赞")
     @PostMapping("/likes/toggle")
     public Result<LikeToggleRespVO> toggleLike(@Valid @RequestBody LikeToggleReqVO req) {
         return Result.ok(likeService.toggle(SecurityUtils.getAppUserId(), req));
     }
 
     /** 提交举报：同一用户对同一目标只保留一条待处理工单。 */
+    @Operation(summary = "提交举报（同一目标只保留一条待处理工单）")
     @PostMapping("/reports")
     public Result<Long> report(@Valid @RequestBody ReportCreateReqVO req) {
         return Result.ok(reportService.create(SecurityUtils.getAppUserId(), req));
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppMeController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppMeController.java
index b459202..046cd70 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppMeController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppMeController.java
@@ -7,6 +7,8 @@ import com.fruitshorts.user.service.AppUserService;
 import com.fruitshorts.user.vo.AppUserRespVO;
 import com.fruitshorts.user.vo.DeactivateReqVO;
 import com.fruitshorts.user.vo.ProfileUpdateReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -21,6 +23,7 @@ import java.util.List;
 import java.util.Map;
 
 /** 客户端个人中心：资料、设备、注销、数据导出。 */
+@Tag(name = "客户端-个人中心")
 @RestController
 @RequestMapping("/app/me")
 @RequiredArgsConstructor
@@ -28,33 +31,39 @@ public class AppMeController {
 
     private final AppUserService userService;
 
+    @Operation(summary = "我的资料")
     @GetMapping
     public Result<AppUserRespVO> me() {
         return Result.ok(userService.me(SecurityUtils.getAppUserId()));
     }
 
+    @Operation(summary = "修改资料（昵称 / 头像 / 语言等）")
     @PutMapping
     public Result<AppUserRespVO> update(@Valid @RequestBody ProfileUpdateReqVO req) {
         return Result.ok(userService.updateProfile(SecurityUtils.getAppUserId(), req));
     }
 
+    @Operation(summary = "我的登录设备列表")
     @GetMapping("/devices")
     public Result<List<AppUserDevice>> devices() {
         return Result.ok(userService.devices(SecurityUtils.getAppUserId()));
     }
 
     /** 商店与隐私法规要求的数据导出，返回账号侧数据；内容侧数据由客户端自行下载。 */
+    @Operation(summary = "数据导出（合规要求）")
     @GetMapping("/export")
     public Result<Map<String, Object>> export() {
         return Result.ok(userService.exportAccount(SecurityUtils.getAppUserId()));
     }
 
     /** 申请注销：立即登出全部设备，进入冷静期，期间可撤销。 */
+    @Operation(summary = "申请注销（进入冷静期并登出全部设备）")
     @PostMapping("/deactivate")
     public Result<LocalDateTime> deactivate(@RequestBody(required = false) DeactivateReqVO req) {
         return Result.ok(userService.requestDeactivation(SecurityUtils.getAppUserId(), req));
     }
 
+    @Operation(summary = "撤销注销申请")
     @PostMapping("/deactivate/cancel")
     public Result<Void> cancelDeactivate() {
         userService.cancelDeactivation(SecurityUtils.getAppUserId());
diff --git a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppWatchController.java b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppWatchController.java
index 524645a..4772478 100644
--- a/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppWatchController.java
+++ b/fruitshorts-app-api/src/main/java/com/fruitshorts/app/controller/AppWatchController.java
@@ -5,6 +5,8 @@ import com.fruitshorts.framework.security.SecurityUtils;
 import com.fruitshorts.playback.service.WatchProgressService;
 import com.fruitshorts.playback.vo.ProgressRespVO;
 import com.fruitshorts.playback.vo.ProgressSaveReqVO;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.DeleteMapping;
@@ -19,6 +21,7 @@ import org.springframework.web.bind.annotation.RestController;
 import java.util.List;
 
 /** 观看进度与观看记录。 */
+@Tag(name = "客户端-观看进度")
 @RestController
 @RequestMapping("/app/watch")
 @RequiredArgsConstructor
@@ -27,28 +30,33 @@ public class AppWatchController {
     private final WatchProgressService progressService;
 
     /** 上报进度：客户端每 10 秒一次，切集时立即上报一次。 */
+    @Operation(summary = "上报观看进度（客户端每 10 秒一次）")
     @PostMapping("/progress")
     public Result<ProgressRespVO> save(@Valid @RequestBody ProgressSaveReqVO req) {
         return Result.ok(progressService.save(SecurityUtils.getAppUserId(), req));
     }
 
     /** 某部剧的续看位置，进详情页时用它决定"续看第 N 集"。 */
+    @Operation(summary = "某部剧的续看位置")
     @GetMapping("/progress")
     public Result<ProgressRespVO> ofDrama(@RequestParam Long dramaId) {
         return Result.ok(progressService.ofDrama(SecurityUtils.getAppUserId(), dramaId));
     }
 
+    @Operation(summary = "最近观看列表")
     @GetMapping("/recent")
     public Result<List<ProgressRespVO>> recent(@RequestParam(defaultValue = "20") int limit) {
         return Result.ok(progressService.recent(SecurityUtils.getAppUserId(), limit));
     }
 
+    @Operation(summary = "删除某部剧的观看记录")
     @DeleteMapping("/progress/{dramaId}")
     public Result<Void> remove(@PathVariable Long dramaId) {
         progressService.remove(SecurityUtils.getAppUserId(), dramaId);
         return Result.ok();
     }
 
+    @Operation(summary = "清空观看记录")
     @DeleteMapping("/progress")
     public Result<Void> clear() {
         progressService.clear(SecurityUtils.getAppUserId());
diff --git a/fruitshorts-app-api/src/main/resources/application.yml b/fruitshorts-app-api/src/main/resources/application.yml
index ddc31af..ea654ab 100644
--- a/fruitshorts-app-api/src/main/resources/application.yml
+++ b/fruitshorts-app-api/src/main/resources/application.yml
@@ -55,6 +55,11 @@ fruitshorts:
   cors:
     allowed-origins: "*"
 
+# 接口文档：/doc.html 打开 Swagger UI，/v3/api-docs 是机器可读契约（前端联调按它写）
+springdoc:
+  swagger-ui:
+    path: /doc.html
+
 logging:
   level:
     com.fruitshorts: info