feat: 收藏夹系统 + Studio 趋势图 + 通知偏好设置

- 新增收藏夹系统 (Folder/FolderItem 模型、CRUD API、前端管理页)
- 新增文章详情页收藏按钮 (书签图标、ToggleFavorite 一键收藏)
- 新增 Studio 趋势图 (赋能值/评论/点赞/收藏 4 线图, 7d/30d/90d)
- 新增通知偏好设置页 (评论/回复/点赞/关注 4 类开关)
- 后端通知列表支持按偏好过滤 (排除已关闭的通知类型)
- 下载 Chart.js 到本地静态资源 (static/js/chart.umd.min.js)
- 补充收藏夹卡片、开关滑块、趋势图网格等 CSS 样式

internal/router/api.go

@@ -25,6 +25,9 @@ func setupAPIRoutes(r *gin.Engine, cfg *config.Config, d *dependencies) {
 		settingsAPI.DELETE("/sessions/:sid", d.settingsCtrl.DestroySession)
 		settingsAPI.POST("/sessions/destroy-others", d.settingsCtrl.DestroyOtherSessions)
 		settingsAPI.PUT("/sessions/:sid/remark", d.settingsCtrl.UpdateSessionRemark)
+		// 通知偏好
+		settingsAPI.GET("/notify-prefs", d.settingsCtrl.GetNotifyPrefs)
+		settingsAPI.PUT("/notify-prefs", d.settingsCtrl.UpdateNotifyPref)
 	}
 
 	// --- 消息中心 API（需登录） ---
@@ -145,4 +148,38 @@ func setupAPIRoutes(r *gin.Engine, cfg *config.Config, d *dependencies) {
 	{
 		followAPI.POST("/follow", d.followCtrl.Toggle)
 	}
+
+	// --- 收藏夹 API ---
+	// 公开：文章收藏状态（未登录返回 false）
+	r.GET("/api/posts/:id/folder-status", d.favoriteCtrl.GetPostStatus)
+	// 公开：查看公开收藏夹内容
+	r.GET("/api/folders/:id/posts", d.favoriteCtrl.ListFolderItems)
+	// 需登录：收藏操作
+	folderAPI := r.Group("/api/folders")
+	folderAPI.Use(d.authMdw.Required())
+	folderAPI.Use(d.authMdw.BannedWriteGuard())
+	folderAPI.Use(middleware.CSRF(cfg))
+	{
+		folderAPI.GET("", d.favoriteCtrl.ListFolders)
+		folderAPI.POST("", d.favoriteCtrl.CreateFolder)
+		folderAPI.PUT("/:id", d.favoriteCtrl.UpdateFolder)
+		folderAPI.DELETE("/:id", d.favoriteCtrl.DeleteFolder)
+		folderAPI.POST("/:id/posts", d.favoriteCtrl.AddToFolder)
+		folderAPI.DELETE("/:id/posts/:postId", d.favoriteCtrl.RemoveFromFolder)
+	}
+	// 需登录：切换收藏（Toggle）
+	favToggleAPI := r.Group("/api/posts/:id")
+	favToggleAPI.Use(d.authMdw.Required())
+	favToggleAPI.Use(d.authMdw.BannedWriteGuard())
+	favToggleAPI.Use(middleware.CSRF(cfg))
+	{
+		favToggleAPI.POST("/favorite", d.favoriteCtrl.ToggleFavorite)
+	}
+
+	// --- Studio 趋势 API（需登录） ---
+	trendsAPI := r.Group("/api/studio")
+	trendsAPI.Use(d.authMdw.Required())
+	{
+		trendsAPI.GET("/trends", d.studioCtrl.TrendsAPI)
+	}
 }

internal/router/deps_core.go

@@ -40,6 +40,9 @@ type dependencies struct {
 	reactionCtrl    *controller.ReactionController
 	followCtrl      *controller.FollowController
 	followPageCtrl  *controller.FollowPageController
+	favoriteCtrl    *controller.FavoriteController
+	favoriteService *service.FavoriteService
+	trendsService   *service.TrendsService
 }
 
 func buildDepsCore(db *gorm.DB, cfg *config.Config, siteSettings *config.SiteSettings, redisClient *redis.Client) (

internal/router/deps_extra.go

@@ -40,6 +40,7 @@ func buildDeps(db *gorm.DB, cfg *config.Config, siteSettings *config.SiteSetting
 
 	settingsCtrl := controller.NewSettingsController(authService, avatarSvc, auditService, sessionMgr, cfg, levelSvc)
 	settingsCtrl.WithEnergyService(energyService)
+	settingsCtrl.SetNotifyPrefReader(authService)
 	siteSettingController := adminCtrl.NewSiteSettingController(
 		service.NewSiteSettingService(siteSettings),
 		&service.AuditDefaults{
@@ -85,6 +86,15 @@ func buildDeps(db *gorm.DB, cfg *config.Config, siteSettings *config.SiteSetting
 	spaceService := service.NewSpaceService(userRepo, postRepo)
 	spaceCtrl := controller.NewSpaceController(spaceService)
 
+	// 收藏夹系统
+	favoriteRepo := repository.NewFavoriteRepo(db)
+	favoriteService := service.NewFavoriteService(db, favoriteRepo)
+	favoriteCtrl := controller.NewFavoriteController(favoriteService)
+
+	// Studio 趋势图
+	trendsService := service.NewTrendsService(energyRepo, commentRepo, reactionRepo, favoriteRepo)
+	studioCtrl.WithTrendsService(trendsService)
+
 	maintenanceMdw := middleware.NewMaintenanceMiddleware(cfg, siteSettings, sessionMgr)
 
 	return &dependencies{
@@ -105,5 +115,8 @@ func buildDeps(db *gorm.DB, cfg *config.Config, siteSettings *config.SiteSetting
 		reactionCtrl:    reactionCtrl,
 		followCtrl:      followCtrl,
 		followPageCtrl:  followPageCtrl,
+		favoriteCtrl:    favoriteCtrl,
+		favoriteService: favoriteService,
+		trendsService:   trendsService,
 	}
 }