优化

Cursor/hide viewer admin UI

$null

@@ -0,0 +1,2 @@
+'Get-Content' is not recognized as an internal or external command,
+operable program or batch file.

internal/handler/danmaku_settings_test.go

@@ -112,7 +112,8 @@ func TestGetDanmakuConfigIncludesPerUserMergePreference(t *testing.T) {
 		t.Fatalf("status = %d, want 200", w.Code)
 	}
 	var cfg struct {
-		MergeSources bool `json:"merge_sources"`
+		MergeSources bool    `json:"merge_sources"`
+		PlaybackRate float64 `json:"playback_rate"`
 	}
 	if err := json.Unmarshal(w.Body.Bytes(), &cfg); err != nil {
 		t.Fatalf("decode: %v", err)
@@ -120,6 +121,9 @@ func TestGetDanmakuConfigIncludesPerUserMergePreference(t *testing.T) {
 	if cfg.MergeSources {
 		t.Fatal("default merge preference should be false")
 	}
+	if cfg.PlaybackRate != 1 {
+		t.Fatalf("default playback rate = %v, want 1", cfg.PlaybackRate)
+	}
 
 	if err := svc.Danmaku.SetMergeSources(t.Context(), "user-1", true); err != nil {
 		t.Fatalf("set: %v", err)
@@ -137,7 +141,7 @@ func TestGetDanmakuConfigIncludesPerUserMergePreference(t *testing.T) {
 func TestUpdateDanmakuSettingsPersistsAllPlayerPreferences(t *testing.T) {
 	svc := newDanmakuSettingsService(t)
 
-	body := "{\"enabled\":false,\"opacity\":0.6,\"font_size\":32,\"area\":0.7,\"merge_sources\":true,\"volume\":0.35,\"source\":\"https://dm.example/base/\",\"app_id\":\"my-app-id\",\"app_key\":\"my-app-secret\"}"
+	body := "{\"enabled\":false,\"opacity\":0.6,\"font_size\":32,\"area\":0.7,\"merge_sources\":true,\"volume\":0.35,\"playback_rate\":1.5,\"source\":\"https://dm.example/base/\",\"app_id\":\"my-app-id\",\"app_key\":\"my-app-secret\"}"
 	c, w := newDanmakuSettingsContext(t, svc, http.MethodPut, "/danmaku/settings", body, "user-1")
 	updateDanmakuSettingsHandler(svc)(c)
 
@@ -154,7 +158,7 @@ func TestUpdateDanmakuSettingsPersistsAllPlayerPreferences(t *testing.T) {
 	if cfg.Enabled || cfg.Opacity != "0.6" || cfg.FontSize != "32" || cfg.Area != "0.7" {
 		t.Fatalf("unexpected render config: %+v", cfg)
 	}
-	if !cfg.MergeSources || cfg.Volume != 0.35 {
+	if !cfg.MergeSources || cfg.Volume != 0.35 || cfg.PlaybackRate != 1.5 {
 		t.Fatalf("unexpected user preferences: %+v", cfg)
 	}
 	if cfg.Source != "https://dm.example/base" || cfg.AppID != "my-app-id" || !cfg.AppKeyConfigured {
@@ -165,11 +169,30 @@ func TestUpdateDanmakuSettingsPersistsAllPlayerPreferences(t *testing.T) {
 	if err != nil || user == nil {
 		t.Fatalf("read persisted user: %v", err)
 	}
-	if user.DanmakuAppKey != "my-app-secret" || user.PlayerVolume != 0.35 || user.DanmakuSource != "https://dm.example/base" {
+	if user.DanmakuAppKey != "my-app-secret" || user.PlayerVolume != 0.35 || user.PlayerPlaybackRate != 1.5 || user.DanmakuSource != "https://dm.example/base" {
 		t.Fatalf("preferences not persisted: %+v", user)
 	}
 }
 
+func TestUpdateDanmakuSettingsRejectsInvalidPlaybackRate(t *testing.T) {
+	svc := newDanmakuSettingsService(t)
+
+	c, w := newDanmakuSettingsContext(t, svc, http.MethodPut, "/danmaku/settings",
+		`{"playback_rate":4}`, "user-1")
+	updateDanmakuSettingsHandler(svc)(c)
+
+	if w.Code != http.StatusBadRequest {
+		t.Fatalf("status = %d, want 400 (body=%s)", w.Code, w.Body.String())
+	}
+	user, err := svc.Repo.User.FindByID(t.Context(), "user-1")
+	if err != nil || user == nil {
+		t.Fatalf("read user: %v", err)
+	}
+	if user.PlayerPlaybackRate != 1 {
+		t.Fatalf("invalid playback rate was persisted: %v", user.PlayerPlaybackRate)
+	}
+}
+
 func TestUpdateDanmakuSettingsRejectsInvalidSource(t *testing.T) {
 	svc := newDanmakuSettingsService(t)
 

internal/handler/emby_auth.go

@@ -26,6 +26,13 @@ func embyUserID(c *gin.Context) string {
 	return ""
 }
 
+// embyEffectiveUserID 返回当前鉴权用户。收藏、续播、播放进度等用户态数据必须
+// 绑定到登录身份；路径/Query 里的 UserId 只是 Emby URL 形态兼容，不能覆盖鉴权结果，
+// 否则多用户会串到同一个 UserId 上。
+func embyEffectiveUserID(c *gin.Context) string {
+	return embyUserID(c)
+}
+
 const embyCompatSessionTTL = 30 * time.Minute
 
 type embyCompatSession struct {

internal/handler/emby_items_handlers.go

@@ -13,13 +13,7 @@ import (
 func parseEmbyItemsParams(c *gin.Context) service.ItemsParams {
 	limit, _ := strconv.Atoi(embyFirstNonEmptyString(firstQueryValue(c, "Limit", "limit"), "50"))
 	offset, _ := strconv.Atoi(embyFirstNonEmptyString(firstQueryValue(c, "StartIndex", "startIndex", "startindex"), "0"))
-	uid := c.Param("userId")
-	if uid == "" {
-		uid = firstQueryValue(c, "UserId", "userId", "userid")
-	}
-	if uid == "" {
-		uid = embyUserID(c)
-	}
+	uid := embyEffectiveUserID(c)
 	splitOpt := func(s string) []string {
 		if s == "" {
 			return nil
@@ -73,10 +67,7 @@ func embyItemsHandler(svc *service.Container) gin.HandlerFunc {
 func embyItemByIDHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		id := c.Param("id")
-		uid := c.Param("userId")
-		if uid == "" {
-			uid = embyUserID(c)
-		}
+		uid := embyEffectiveUserID(c)
 		out, err := svc.Emby.Item(c.Request.Context(), id, uid)
 		if err != nil {
 			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
@@ -106,13 +97,7 @@ func embyUserItemByIDHandler(svc *service.Container) gin.HandlerFunc {
 
 func embyLatestItemsHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
-		uid := c.Param("userId")
-		if uid == "" {
-			uid = firstQueryValue(c, "UserId", "userId", "userid")
-		}
-		if uid == "" {
-			uid = embyUserID(c)
-		}
+		uid := embyEffectiveUserID(c)
 		limit, _ := strconv.Atoi(embyFirstNonEmptyString(firstQueryValue(c, "Limit", "limit"), "20"))
 		out, err := svc.Emby.LatestItems(c.Request.Context(), uid, firstQueryValue(c, "ParentId", "parentId", "parentid"), limit)
 		if err != nil {
@@ -126,13 +111,7 @@ func embyLatestItemsHandler(svc *service.Container) gin.HandlerFunc {
 
 func embyResumeItemsHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
-		uid := c.Param("userId")
-		if uid == "" {
-			uid = firstQueryValue(c, "UserId", "userId", "userid")
-		}
-		if uid == "" {
-			uid = embyUserID(c)
-		}
+		uid := embyEffectiveUserID(c)
 		limit, _ := strconv.Atoi(embyFirstNonEmptyString(firstQueryValue(c, "Limit", "limit"), "20"))
 		out, err := svc.Emby.ResumeItems(c.Request.Context(), uid, limit)
 		if err != nil {
@@ -147,13 +126,7 @@ func embyResumeItemsHandler(svc *service.Container) gin.HandlerFunc {
 func embyItemsCountsHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		if svc != nil && svc.Emby != nil {
-			uid := firstQueryValue(c, "UserId", "userId")
-			if uid == "" {
-				uid = c.Param("userId")
-			}
-			if uid == "" {
-				uid = embyUserID(c)
-			}
+			uid := embyEffectiveUserID(c)
 			out, err := svc.Emby.ItemCounts(c.Request.Context(), uid)
 			if err != nil {
 				c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
@@ -209,7 +182,7 @@ func embySaveDisplayPreferencesHandler(_ *service.Container) gin.HandlerFunc {
 func embyShowSeasonsHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		params := service.ItemsParams{
-			UserID:   firstQueryValue(c, "UserId", "userId"),
+			UserID:   embyEffectiveUserID(c),
 			ParentID: c.Param("id"),
 			Limit:    500,
 		}
@@ -230,7 +203,7 @@ func embyShowEpisodesHandler(svc *service.Container) gin.HandlerFunc {
 			parentID = c.Param("id")
 		}
 		params := service.ItemsParams{
-			UserID:           firstQueryValue(c, "UserId", "userId"),
+			UserID:           embyEffectiveUserID(c),
 			ParentID:         parentID,
 			IncludeItemTypes: []string{"Episode"},
 			Recursive:        true,

internal/handler/emby_playback.go

@@ -13,10 +13,7 @@ import (
 
 func embyPlaybackInfoHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
-		uid := c.Param("userId")
-		if uid == "" {
-			uid = embyUserID(c)
-		}
+		uid := embyEffectiveUserID(c)
 		out, err := svc.Emby.PlaybackInfo(c.Request.Context(), c.Param("id"), uid)
 		if err != nil {
 			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
@@ -47,10 +44,7 @@ func embySubtitleStreamHandler(svc *service.Container) gin.HandlerFunc {
 			}
 			return
 		}
-		uid := c.Param("userId")
-		if uid == "" {
-			uid = embyUserID(c)
-		}
+		uid := embyEffectiveUserID(c)
 		ctx := c.Request.Context()
 		// The official-format route carries a :format suffix (Stream.ass /
 		// Stream.vtt); prefer it for the Content-Type when present, otherwise

internal/handler/emby_playstate_handlers.go

@@ -92,10 +92,7 @@ func embyPlayingProgressHandler(svc *service.Container) gin.HandlerFunc {
 
 func embyFavoriteHandler(svc *service.Container, fav bool) gin.HandlerFunc {
 	return func(c *gin.Context) {
-		uid := c.Param("userId")
-		if uid == "" {
-			uid = embyUserID(c)
-		}
+		uid := embyEffectiveUserID(c)
 		mid := c.Param("itemId")
 		if uid == "" || mid == "" {
 			c.Status(http.StatusBadRequest)
@@ -116,10 +113,7 @@ func embyFavoriteHandler(svc *service.Container, fav bool) gin.HandlerFunc {
 
 func embyMarkPlayedHandler(svc *service.Container, played bool) gin.HandlerFunc {
 	return func(c *gin.Context) {
-		uid := c.Param("userId")
-		if uid == "" {
-			uid = embyUserID(c)
-		}
+		uid := embyEffectiveUserID(c)
 		mid := c.Param("itemId")
 		if uid == "" || mid == "" {
 			c.Status(http.StatusBadRequest)

internal/handler/emby_views_handlers.go

@@ -10,10 +10,7 @@ import (
 
 func embyViewsHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
-		uid := c.Param("userId")
-		if uid == "" {
-			uid = embyUserID(c)
-		}
+		uid := embyEffectiveUserID(c)
 		out, err := svc.Emby.Views(c.Request.Context(), uid)
 		if err != nil {
 			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})

internal/handler/pinned_libraries.go

@@ -6,6 +6,7 @@ import (
 	"github.com/gin-gonic/gin"
 
 	"github.com/truewhile/MeBox/internal/middleware"
+	"github.com/truewhile/MeBox/internal/model"
 	"github.com/truewhile/MeBox/internal/service"
 )
 
@@ -13,6 +14,45 @@ type pinnedLibrariesReq struct {
 	LibraryIDs []string `json:"library_ids"`
 }
 
+type libraryTagsReq struct {
+	Tags []model.LibraryTagSet `json:"tags"`
+}
+
+func getLibraryTagsHandler(svc *service.Container) gin.HandlerFunc {
+	return func(c *gin.Context) {
+		uid, _ := c.Get(middleware.CtxUserID)
+		tags, err := svc.Profile.GetLibraryTags(c.Request.Context(), uid.(string))
+		if err != nil {
+			c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+			return
+		}
+		if tags == nil {
+			tags = []model.LibraryTagSet{}
+		}
+		c.JSON(http.StatusOK, gin.H{"tags": tags})
+	}
+}
+
+func setLibraryTagsHandler(svc *service.Container) gin.HandlerFunc {
+	return func(c *gin.Context) {
+		var req libraryTagsReq
+		if err := c.ShouldBindJSON(&req); err != nil {
+			c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+			return
+		}
+		uid, _ := c.Get(middleware.CtxUserID)
+		tags, err := svc.Profile.SetLibraryTags(c.Request.Context(), uid.(string), req.Tags)
+		if err != nil {
+			c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+			return
+		}
+		if tags == nil {
+			tags = []model.LibraryTagSet{}
+		}
+		c.JSON(http.StatusOK, gin.H{"tags": tags})
+	}
+}
+
 func getPinnedLibrariesHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		uid, _ := c.Get(middleware.CtxUserID)

internal/handler/routes_authenticated_core.go

@@ -12,6 +12,8 @@ func registerAuthedUserAndLicenseRoutes(authed *gin.RouterGroup, svc *service.Co
 	authed.PATCH("/me", updateProfileHandler(svc))
 	authed.GET("/me/pinned-libraries", getPinnedLibrariesHandler(svc))
 	authed.PUT("/me/pinned-libraries", setPinnedLibrariesHandler(svc))
+	authed.GET("/me/library-tags", getLibraryTagsHandler(svc))
+	authed.PUT("/me/library-tags", setLibraryTagsHandler(svc))
 	authed.POST("/me/password", changePasswordHandler(svc))
 	authed.POST("/me/logout", logoutHandler(svc))
 	authed.GET("/me/temporary-password", temporaryPasswordHandler(svc))

internal/handler/routes_authenticated_test.go

@@ -27,6 +27,8 @@ func TestAuthenticatedRouteSurfacesAreRegistered(t *testing.T) {
 		"GET /api/me",
 		"GET /api/me/pinned-libraries",
 		"PUT /api/me/pinned-libraries",
+		"GET /api/me/library-tags",
+		"PUT /api/me/library-tags",
 		"GET /api/auth/permissions",
 		"GET /api/libraries",
 		"GET /api/media",

internal/handler/series.go

@@ -89,7 +89,7 @@ func listLibrarySeriesHandler(svc *service.Container) gin.HandlerFunc {
 				writeInternalOrCanceled(c, err)
 				return
 			}
-			cards = service.SortSeriesCards(cards, sortSpec.Field, sortSpec.Order, history)
+			cards = sortRemoteSeriesCards(cards, sortSpec, history)
 			page, _ := strconv.Atoi(c.DefaultQuery("page", "1"))
 			size, _ := strconv.Atoi(c.DefaultQuery("page_size", "500"))
 			if page < 1 {

internal/handler/series_sort.go

@@ -0,0 +1,23 @@
+package handler
+
+import (
+	"slices"
+	"time"
+
+	"github.com/truewhile/MeBox/internal/service"
+)
+
+// sortRemoteSeriesCards keeps the DateLastContentAdded order returned by the
+// remote Emby server when LastAddedAt is not exposed in the Series DTO.
+func sortRemoteSeriesCards(cards []service.SeriesCard, spec service.MediaSortSpec, history map[string]time.Time) []service.SeriesCard {
+	if spec.Field != "updated_at" {
+		return service.SortSeriesCards(cards, spec.Field, spec.Order, history)
+	}
+
+	out := append([]service.SeriesCard(nil), cards...)
+	// RemoteSeriesCards always fetches DateLastContentAdded in descending order.
+	if spec.Order == "asc" {
+		slices.Reverse(out)
+	}
+	return service.SortSeriesCards(out, spec.Field, spec.Order, history)
+}

internal/handler/series_sort_test.go

@@ -0,0 +1,21 @@
+package handler
+
+import (
+	"testing"
+
+	"github.com/truewhile/MeBox/internal/service"
+)
+
+func TestSortRemoteSeriesCardsUpdatedAtUsesRemoteOrder(t *testing.T) {
+	cards := []service.SeriesCard{{Key: "newest"}, {Key: "middle"}, {Key: "oldest"}}
+
+	desc := sortRemoteSeriesCards(cards, service.MediaSortSpec{Field: "updated_at", Order: "desc"}, nil)
+	if desc[0].Key != "newest" || desc[1].Key != "middle" || desc[2].Key != "oldest" {
+		t.Fatalf("descending order = %q, %q, %q", desc[0].Key, desc[1].Key, desc[2].Key)
+	}
+
+	asc := sortRemoteSeriesCards(cards, service.MediaSortSpec{Field: "updated_at", Order: "asc"}, nil)
+	if asc[0].Key != "oldest" || asc[1].Key != "middle" || asc[2].Key != "newest" {
+		t.Fatalf("ascending order = %q, %q, %q", asc[0].Key, asc[1].Key, asc[2].Key)
+	}
+}

internal/handler/watch_history.go

@@ -92,13 +92,14 @@ func historyStatsHandler(svc *service.Container) gin.HandlerFunc {
 func historyContinueHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		uid, _ := c.Get(middleware.CtxUserID)
+		userID := toString(uid)
 		limit, _ := strconv.Atoi(c.DefaultQuery("limit", "10"))
 		if limit <= 0 || limit > 50 {
 			limit = 10
 		}
 		var rows []model.PlaybackHistory
 		if err := svc.Repo.DB.
-			Where("user_id = ? AND completed = ?", toString(uid), false).
+			Where("user_id = ? AND completed = ?", userID, false).
 			Order("watched_at desc").
 			Limit(limit).
 			Find(&rows).Error; err != nil {
@@ -116,61 +117,52 @@ func historyContinueHandler(svc *service.Container) gin.HandlerFunc {
 		}
 		mIdx := make(map[string]model.Media, len(media))
 		for _, m := range media {
-			if !mediaVisibleForRequest(c, svc, &m) {
-				continue
-			}
 			mIdx[m.ID] = m
 		}
 		out := make([]gin.H, 0, len(rows))
+		staleIDs := make([]string, 0)
 		for _, r := range rows {
 			m, ok := mIdx[r.MediaID]
-			if !ok {
-				if svc.EmbyRemote != nil && service.IsEmbyRemoteID(r.MediaID) {
-					mountID, remoteID, _ := service.DecodeEmbyRemoteID(r.MediaID)
-					if mount, acct, _ := svc.EmbyRemote.ResolveMount(c.Request.Context(), mountID); mount != nil && acct != nil {
-						if rm, err := svc.EmbyRemote.RemoteMediaDetail(c.Request.Context(), mount, acct, remoteID); err == nil && rm != nil {
-							if mediaVisibleForRequest(c, svc, rm) {
-								out = append(out, gin.H{
-									"history": r,
-									"media":   *rm,
-								})
-							}
-							continue
-						}
-					}
-				}
-				fallback := fallbackHistoryMedia(r.MediaID)
-				if fallback != nil {
+			if ok {
+				if mediaVisibleForRequest(c, svc, &m) {
 					out = append(out, gin.H{
 						"history": r,
-						"media":   *fallback,
+						"media":   m,
 					})
 				}
 				continue
 			}
-			out = append(out, gin.H{
-				"history": r,
-				"media":   m,
-			})
+
+			if svc.EmbyRemote != nil && service.IsEmbyRemoteID(r.MediaID) {
+				mountID, remoteID, _ := service.DecodeEmbyRemoteID(r.MediaID)
+				mount, acct, resolveErr := svc.EmbyRemote.ResolveMount(c.Request.Context(), mountID)
+				if resolveErr == nil && mount != nil && acct != nil {
+					remoteMedia, detailErr := svc.EmbyRemote.RemoteMediaDetail(c.Request.Context(), mount, acct, remoteID)
+					if detailErr == nil && remoteMedia != nil {
+						if mediaVisibleForRequest(c, svc, remoteMedia) {
+							out = append(out, gin.H{
+								"history": r,
+								"media":   *remoteMedia,
+							})
+						}
+						continue
+					}
+				}
+			}
+
+			// 媒体记录已不存在。继续返回占位卡只会让用户点击后遇到 404，
+			// 因此清理这条失效播放记录，不再占用继续观看列表。
+			staleIDs = append(staleIDs, r.MediaID)
+		}
+		if len(staleIDs) > 0 {
+			_ = svc.Repo.DB.WithContext(c.Request.Context()).Unscoped().
+				Where("user_id = ? AND media_id IN ?", userID, staleIDs).
+				Delete(&model.PlaybackHistory{}).Error
 		}
 		c.JSON(http.StatusOK, out)
 	}
 }
 
-func fallbackHistoryMedia(mediaID string) *model.Media {
-	if mediaID == "" {
-		return nil
-	}
-	title := "媒体"
-	if service.IsEmbyRemoteID(mediaID) {
-		title = "远程媒体"
-	}
-	return &model.Media{
-		Base:  model.Base{ID: mediaID},
-		Title: title,
-	}
-}
-
 // historyDeleteHandler removes one or all history rows for the caller.
 //
 //	DELETE /api/watch-history?media_id=xxx  → delete just that media's row

internal/handler/watch_history_test.go

@@ -0,0 +1,105 @@
+package handler
+
+import (
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+	"time"
+
+	"github.com/gin-gonic/gin"
+	"github.com/glebarez/sqlite"
+	"go.uber.org/zap"
+	"gorm.io/gorm"
+
+	"github.com/truewhile/MeBox/internal/middleware"
+	"github.com/truewhile/MeBox/internal/model"
+	"github.com/truewhile/MeBox/internal/repository"
+	"github.com/truewhile/MeBox/internal/service"
+)
+
+func TestHistoryContinueRemovesMissingMedia(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if err := db.AutoMigrate(&model.PlaybackHistory{}, &model.Media{}); err != nil {
+		t.Fatal(err)
+	}
+
+	valid := model.Media{
+		Base:  model.Base{ID: "media-valid"},
+		Title: "有效影片",
+		Path:  "/media/valid.mkv",
+	}
+	if err := db.Create(&valid).Error; err != nil {
+		t.Fatal(err)
+	}
+
+	now := time.Now()
+	if err := db.Create(&model.PlaybackHistory{
+		Base:       model.Base{ID: "history-valid"},
+		UserID:     "user-1",
+		MediaID:    valid.ID,
+		PositionMs: 30_000,
+		DurationMs: 120_000,
+		WatchedAt:  now.Add(-time.Minute),
+	}).Error; err != nil {
+		t.Fatal(err)
+	}
+	if err := db.Create(&model.PlaybackHistory{
+		Base:       model.Base{ID: "history-stale"},
+		UserID:     "user-1",
+		MediaID:    "media-deleted",
+		PositionMs: 60_000,
+		DurationMs: 120_000,
+		WatchedAt:  now,
+	}).Error; err != nil {
+		t.Fatal(err)
+	}
+
+	repos := repository.New(db)
+	svc := &service.Container{
+		Log:      zap.NewNop(),
+		Repo:     repos,
+		Playback: service.NewPlaybackService(zap.NewNop(), repos),
+	}
+	router := gin.New()
+	router.Use(func(c *gin.Context) {
+		c.Set(middleware.CtxUserID, "user-1")
+		c.Next()
+	})
+	router.GET("/watch-history/continue", historyContinueHandler(svc))
+
+	req := httptest.NewRequest(http.MethodGet, "/watch-history/continue?limit=10", nil)
+	rec := httptest.NewRecorder()
+	router.ServeHTTP(rec, req)
+	if rec.Code != http.StatusOK {
+		t.Fatalf("status = %d, body = %s", rec.Code, rec.Body.String())
+	}
+
+	var body []struct {
+		History model.PlaybackHistory `json:"history"`
+		Media   model.Media           `json:"media"`
+	}
+	if err := json.Unmarshal(rec.Body.Bytes(), &body); err != nil {
+		t.Fatal(err)
+	}
+	if len(body) != 1 {
+		t.Fatalf("continue watching rows = %d, want 1: %s", len(body), rec.Body.String())
+	}
+	if body[0].Media.ID != valid.ID || body[0].History.ID != "history-valid" {
+		t.Fatalf("unexpected row: %#v", body[0])
+	}
+
+	var staleCount int64
+	if err := db.Unscoped().Model(&model.PlaybackHistory{}).
+		Where("user_id = ? AND media_id = ?", "user-1", "media-deleted").
+		Count(&staleCount).Error; err != nil {
+		t.Fatal(err)
+	}
+	if staleCount != 0 {
+		t.Fatalf("stale history rows remaining = %d, want 0", staleCount)
+	}
+}

internal/model/library_tag.go

@@ -0,0 +1,118 @@
+package model
+
+import (
+	"encoding/json"
+	"strings"
+)
+
+// MaxLibraryTags 是单个用户可创建的标签数量上限，避免恶意写入过大的 JSON。
+const MaxLibraryTags = 50
+
+// MaxLibraryTagNameLen 是单个标签名的最大字符长度（按 rune 计数）。
+const MaxLibraryTagNameLen = 24
+
+// LibraryTagSet 是用户自定义的媒体库标签分组。
+// LibraryIDs 保存该标签下媒体库的 ID（含远程 Emby 挂载库的 embyremote~ 形式），
+// 顺序即媒体库在该标签内的展示顺序。
+type LibraryTagSet struct {
+	Name       string   `json:"name"`
+	LibraryIDs []string `json:"library_ids"`
+}
+
+// DecodeLibraryTags 解析 LibraryTags 字段，忽略损坏的数据。
+func (u *User) DecodeLibraryTags() []LibraryTagSet {
+	if u == nil || strings.TrimSpace(u.LibraryTags) == "" {
+		return nil
+	}
+	var tags []LibraryTagSet
+	if err := json.Unmarshal([]byte(u.LibraryTags), &tags); err != nil {
+		return nil
+	}
+	out := make([]LibraryTagSet, 0, len(tags))
+	for _, tag := range NormalizeLibraryTags(tags) {
+		out = append(out, tag)
+	}
+	if len(out) == 0 {
+		return nil
+	}
+	return out
+}
+
+// EncodeLibraryTags 把标签集合序列化为可写入 LibraryTags 字段的 JSON 字符串。
+// 空集合序列化为空字符串，便于用零值表达"没有标签"。
+func EncodeLibraryTags(tags []LibraryTagSet) (string, error) {
+	if len(tags) == 0 {
+		return "", nil
+	}
+	raw, err := json.Marshal(tags)
+	if err != nil {
+		return "", err
+	}
+	return string(raw), nil
+}
+
+// NormalizeLibraryTags 清洗标签集合：去空白、丢弃空名标签、去掉标签名与
+// 标签内媒体库 ID 的重复项，并把标签名重复的项合并。保持传入顺序。
+func NormalizeLibraryTags(tags []LibraryTagSet) []LibraryTagSet {
+	if len(tags) == 0 {
+		return nil
+	}
+	out := make([]LibraryTagSet, 0, len(tags))
+	indexByName := make(map[string]int, len(tags))
+	for _, tag := range tags {
+		name := TruncateLibraryTagName(tag.Name)
+		if name == "" {
+			continue
+		}
+		if len(out) >= MaxLibraryTags {
+			break
+		}
+		key := strings.ToLower(name)
+		pos, exists := indexByName[key]
+		if !exists {
+			if len(out) >= MaxLibraryTags {
+				break
+			}
+			out = append(out, LibraryTagSet{Name: name, LibraryIDs: []string{}})
+			pos = len(out) - 1
+			indexByName[key] = pos
+		}
+		seen := make(map[string]struct{}, len(out[pos].LibraryIDs))
+		for _, id := range out[pos].LibraryIDs {
+			seen[id] = struct{}{}
+		}
+		for _, id := range tag.LibraryIDs {
+			trimmed := strings.TrimSpace(id)
+			if trimmed == "" {
+				continue
+			}
+			if _, ok := seen[trimmed]; ok {
+				continue
+			}
+			seen[trimmed] = struct{}{}
+			out[pos].LibraryIDs = append(out[pos].LibraryIDs, trimmed)
+		}
+	}
+	if len(out) == 0 {
+		return nil
+	}
+	for i := range out {
+		if out[i].LibraryIDs == nil {
+			out[i].LibraryIDs = []string{}
+		}
+	}
+	return out
+}
+
+// TruncateLibraryTagName 去掉首尾空白并按 rune 截断到长度上限。
+func TruncateLibraryTagName(name string) string {
+	name = strings.TrimSpace(name)
+	if name == "" {
+		return ""
+	}
+	runes := []rune(name)
+	if len(runes) > MaxLibraryTagNameLen {
+		runes = runes[:MaxLibraryTagNameLen]
+	}
+	return strings.TrimSpace(string(runes))
+}

internal/model/library_tag_test.go

@@ -0,0 +1,79 @@
+package model
+
+import "testing"
+
+func TestNormalizeLibraryTagsMergesDuplicatesAndTrims(t *testing.T) {
+	tags := []LibraryTagSet{
+		{Name: "  动画  ", LibraryIDs: []string{" a ", "", "b", "a"}},
+		{Name: "动画", LibraryIDs: []string{"c", "b"}},
+		{Name: "   ", LibraryIDs: []string{"x"}},
+		{Name: "电影", LibraryIDs: nil},
+	}
+	got := NormalizeLibraryTags(tags)
+	if len(got) != 2 {
+		t.Fatalf("NormalizeLibraryTags len = %d, want 2 (%#v)", len(got), got)
+	}
+	if got[0].Name != "动画" {
+		t.Fatalf("first tag name = %q, want 动画", got[0].Name)
+	}
+	want := []string{"a", "b", "c"}
+	if len(got[0].LibraryIDs) != len(want) {
+		t.Fatalf("first tag ids = %v, want %v", got[0].LibraryIDs, want)
+	}
+	for i := range want {
+		if got[0].LibraryIDs[i] != want[i] {
+			t.Fatalf("first tag ids = %v, want %v", got[0].LibraryIDs, want)
+		}
+	}
+	if got[1].Name != "电影" || got[1].LibraryIDs == nil {
+		t.Fatalf("empty tag should survive with an empty non-nil id list: %#v", got[1])
+	}
+}
+
+func TestNormalizeLibraryTagsCapsCountAndNameLength(t *testing.T) {
+	long := make([]rune, MaxLibraryTagNameLen+10)
+	for i := range long {
+		long[i] = 'x'
+	}
+	got := NormalizeLibraryTags([]LibraryTagSet{{Name: string(long)}})
+	if len(got) != 1 {
+		t.Fatalf("len = %d, want 1", len(got))
+	}
+	if runes := []rune(got[0].Name); len(runes) != MaxLibraryTagNameLen {
+		t.Fatalf("name length = %d, want %d", len(runes), MaxLibraryTagNameLen)
+	}
+
+	many := make([]LibraryTagSet, 0, MaxLibraryTags+5)
+	for i := 0; i < MaxLibraryTags+5; i++ {
+		many = append(many, LibraryTagSet{Name: string(rune('a' + i%26)) + "-" + string(rune('a'+i/26))})
+	}
+	if capped := NormalizeLibraryTags(many); len(capped) > MaxLibraryTags {
+		t.Fatalf("capped len = %d, want <= %d", len(capped), MaxLibraryTags)
+	}
+}
+
+func TestEncodeDecodeLibraryTagsRoundTrip(t *testing.T) {
+	user := &User{}
+	if encoded, err := EncodeLibraryTags(nil); err != nil || encoded != "" {
+		t.Fatalf("EncodeLibraryTags(nil) = %q, %v; want \"\", nil", encoded, err)
+	}
+	raw, err := EncodeLibraryTags([]LibraryTagSet{{Name: "动画", LibraryIDs: []string{"lib-1"}}})
+	if err != nil {
+		t.Fatalf("EncodeLibraryTags: %v", err)
+	}
+	user.LibraryTags = raw
+	decoded := user.DecodeLibraryTags()
+	if len(decoded) != 1 || decoded[0].Name != "动画" || len(decoded[0].LibraryIDs) != 1 || decoded[0].LibraryIDs[0] != "lib-1" {
+		t.Fatalf("DecodeLibraryTags = %#v", decoded)
+	}
+
+	user.LibraryTags = "{not json"
+	if decoded := user.DecodeLibraryTags(); decoded != nil {
+		t.Fatalf("corrupt payload should decode to nil, got %#v", decoded)
+	}
+
+	user.PopulateComputedFields()
+	if user.LibraryTagList != nil {
+		t.Fatalf("PopulateComputedFields should mirror DecodeLibraryTags, got %#v", user.LibraryTagList)
+	}
+}

internal/model/user.go

@@ -28,11 +28,17 @@ type User struct {
 	// PinnedLibraryIDs 存储用户置顶的媒体库 ID 列表（JSON 字符串），顺序即置顶优先级。
 	PinnedLibraryIDs  string   `gorm:"type:text" json:"-"`
 	PinnedLibraryList []string `gorm:"-" json:"pinned_library_ids,omitempty"`
+	// LibraryTags 存储用户自定义的媒体库标签分组（JSON 字符串），
+	// 形如 [{"name":"动画","library_ids":["lib-1","lib-2"]}]。标签属于用户本人，
+	// 用于在媒体库页把同一标签下的媒体库聚合到一起。
+	LibraryTags    string          `gorm:"type:text" json:"-"`
+	LibraryTagList []LibraryTagSet `gorm:"-" json:"library_tags,omitempty"`
 	// SubtitleChineseMode 是网页播放器外挂字幕的简繁转换偏好：
 	// original / simplified / traditional。
 	SubtitleChineseMode string `gorm:"size:16;not null;default:original" json:"subtitle_chinese_mode"`
 	// 网页播放器偏好按用户存储，切换媒体对象后继续沿用。
 	PlayerVolume        float64 `gorm:"not null;default:1" json:"player_volume"`
+	PlayerPlaybackRate  float64 `gorm:"not null;default:1" json:"player_playback_rate"`
 	DanmakuEnabled      bool    `gorm:"not null;default:true" json:"danmaku_enabled"`
 	DanmakuOpacity      float64 `gorm:"not null;default:1" json:"danmaku_opacity"`
 	DanmakuFontSize     int     `gorm:"not null;default:24" json:"danmaku_font_size"`
@@ -102,4 +108,5 @@ func (u *User) PopulateComputedFields() {
 	}
 	u.AllowedLibraryList = u.DecodeAllowedLibraryIDs()
 	u.PinnedLibraryList = u.DecodePinnedLibraryIDs()
+	u.LibraryTagList = u.DecodeLibraryTags()
 }

internal/service/danmaku_service.go

@@ -49,6 +49,12 @@ const (
 // dandanplay protocol (search/episodes + comment/{episodeId}) may be used.
 const DanmakuDefaultSource = "https://api.dandanplay.net"
 
+const (
+	minPlayerPlaybackRate     = 0.5
+	maxPlayerPlaybackRate     = 3.0
+	defaultPlayerPlaybackRate = 1.0
+)
+
 // danmakuOfficialBase is where identification (/api/v2/match) and the
 // comment/search fallback always go, regardless of the configured source.
 // A package var (not a const) so tests can point it at a local server.
@@ -63,6 +69,8 @@ type DanmakuRenderConfig struct {
 	FontSize string  `json:"font_size"`
 	Area     string  `json:"area"`
 	Volume   float64 `json:"volume"`
+	// PlaybackRate 是当前用户的播放倍速偏好（按用户存储）。
+	PlaybackRate float64 `json:"playback_rate"`
 	// MergeSources 是当前用户的弹幕合并偏好（按用户存储）。
 	MergeSources bool `json:"merge_sources"`
 	// AppKeyConfigured 只表明用户是否保存了应用密钥，不回传密钥明文。
@@ -89,6 +97,7 @@ type DanmakuSettingsPatch struct {
 	Area         *float64 `json:"area"`
 	MergeSources *bool    `json:"merge_sources"`
 	Volume       *float64 `json:"volume"`
+	PlaybackRate *float64 `json:"playback_rate"`
 }
 
 type danmakuUserContextKey struct{}
@@ -345,10 +354,11 @@ func cloneDanmakuAnimeList(in []DanmakuAnime) []DanmakuAnime {
 // Config reads danmaku settings from the runtime settings table.
 func (s *DanmakuService) Config(ctx context.Context) DanmakuRenderConfig {
 	cfg := DanmakuRenderConfig{
-		Opacity:  "1",
-		FontSize: "24",
-		Area:     "1",
-		Volume:   1,
+		Opacity:      "1",
+		FontSize:     "24",
+		Area:         "1",
+		Volume:       1,
+		PlaybackRate: defaultPlayerPlaybackRate,
 	}
 	if s == nil || s.repo == nil || s.repo.Setting == nil {
 		return cfg
@@ -399,7 +409,14 @@ func (s *DanmakuService) findUser(ctx context.Context, userID string) (*model.Us
 
 func danmakuConfigFromUser(user *model.User) DanmakuRenderConfig {
 	if user == nil {
-		return DanmakuRenderConfig{Enabled: true, Opacity: "1", FontSize: "24", Area: "1", Volume: 1}
+		return DanmakuRenderConfig{
+			Enabled:      true,
+			Opacity:      "1",
+			FontSize:     "24",
+			Area:         "1",
+			Volume:       1,
+			PlaybackRate: defaultPlayerPlaybackRate,
+		}
 	}
 	opacity := user.DanmakuOpacity
 	if opacity < 0.1 || opacity > 1 {
@@ -417,6 +434,10 @@ func danmakuConfigFromUser(user *model.User) DanmakuRenderConfig {
 	if volume < 0 || volume > 1 {
 		volume = 1
 	}
+	playbackRate := user.PlayerPlaybackRate
+	if playbackRate < minPlayerPlaybackRate || playbackRate > maxPlayerPlaybackRate {
+		playbackRate = defaultPlayerPlaybackRate
+	}
 	return DanmakuRenderConfig{
 		Enabled:          user.DanmakuEnabled,
 		Source:           strings.TrimSpace(user.DanmakuSource),
@@ -425,6 +446,7 @@ func danmakuConfigFromUser(user *model.User) DanmakuRenderConfig {
 		FontSize:         strconv.Itoa(fontSize),
 		Area:             strconv.FormatFloat(area, 'f', -1, 64),
 		Volume:           volume,
+		PlaybackRate:     playbackRate,
 		MergeSources:     user.DanmakuMergeSources,
 		AppKeyConfigured: strings.TrimSpace(user.DanmakuAppKey) != "",
 	}
@@ -495,6 +517,17 @@ func (s *DanmakuService) UpdateUserSettings(ctx context.Context, userID string,
 		}
 		updates["player_volume"] = *patch.Volume
 	}
+	if patch.PlaybackRate != nil {
+		if *patch.PlaybackRate < minPlayerPlaybackRate || *patch.PlaybackRate > maxPlayerPlaybackRate {
+			return DanmakuRenderConfig{}, fmt.Errorf(
+				"%w: playback_rate must be between %.2f and %.2f",
+				ErrInvalidDanmakuSettings,
+				minPlayerPlaybackRate,
+				maxPlayerPlaybackRate,
+			)
+		}
+		updates["player_playback_rate"] = *patch.PlaybackRate
+	}
 	if len(updates) == 0 {
 		return DanmakuRenderConfig{}, ErrNoDanmakuSettings
 	}

internal/service/danmaku_service_test.go

@@ -422,6 +422,7 @@ func TestDanmakuFetchUsesPerUserSourceAndCredentials(t *testing.T) {
 	user.DanmakuFontSize = 30
 	user.DanmakuArea = 0.7
 	user.PlayerVolume = 0.42
+	user.PlayerPlaybackRate = 1.25
 	require.NoError(t, svc.repo.User.Create(ctx, &user))
 	seedDanmakuMedia(t, svc, "per-user-media", "测试动画", "", 0)
 
@@ -430,6 +431,7 @@ func TestDanmakuFetchUsesPerUserSourceAndCredentials(t *testing.T) {
 	require.Contains(t, res.Raw, "弹幕A")
 	require.Equal(t, srv.URL(), res.Source)
 	require.Equal(t, 0.42, res.Volume)
+	require.Equal(t, 1.25, res.PlaybackRate)
 	require.Equal(t, "0.65", res.Opacity)
 	require.Equal(t, "30", res.FontSize)
 	require.Equal(t, srv.lastHeaders.Get("X-AppId"), "user-app-id")

internal/service/emby_compat.go

@@ -205,6 +205,10 @@ func (e *EmbyService) Items(ctx context.Context, p ItemsParams) (map[string]any,
 			if containsEmbyFilter(p.Filters, "IsFavorite") {
 				return e.favoriteItems(ctx, p)
 			}
+			// 继续观看必须走 MeBox 本地 PlaybackHistory，不能转发到远程共用账号。
+			if containsEmbyFilter(p.Filters, "IsResumable") {
+				return e.resumableItems(ctx, p)
+			}
 			mountID, _, _ := DecodeEmbyRemoteID(p.ParentID)
 			mount, acct, _ := e.remote.ResolveMount(ctx, mountID)
 			if mount == nil || acct == nil {

internal/service/emby_items_detail.go

@@ -38,14 +38,6 @@ func (e *EmbyService) Item(ctx context.Context, mediaID, userID string) (map[str
 		if err := e.mergeRemoteUserData(ctx, userID, out); err != nil {
 			return nil, err
 		}
-		if favorite, _ := IsUserFavorite(ctx, e.repo, userID, mediaID); favorite {
-			userData, _ := out["UserData"].(map[string]any)
-			if userData == nil {
-				userData = map[string]any{}
-				out["UserData"] = userData
-			}
-			userData["IsFavorite"] = true
-		}
 		return out, nil
 	}
 	if lib, err := e.repo.Library.FindByID(ctx, mediaID); err != nil {
@@ -218,7 +210,7 @@ func (e *EmbyService) loadLatestItems(ctx context.Context, userID, parentID stri
 		if mount == nil || acct == nil || !EmbyMountLibraryAllowed(e.mediaVisibility(ctx, userID), mount) {
 			return embyLatestCacheValue{Items: []map[string]any{}}, nil
 		}
-		out, err := e.remote.RemoteLatest(ctx, mount, acct, remoteParent, limit)
+		out, err := e.remote.RemoteLatestForDisplay(ctx, mount, acct, remoteParent, limit)
 		if err != nil {
 			return embyLatestCacheValue{}, err
 		}
@@ -466,12 +458,26 @@ func (e *EmbyService) resumableItems(ctx context.Context, p ItemsParams) (map[st
 		return map[string]any{"Items": []any{}, "TotalRecordCount": int64(0), "StartIndex": p.StartIndex}, nil
 	}
 
+	mediaIDs := make([]string, 0, len(hist))
 	localIDs := make([]string, 0, len(hist))
 	for _, h := range hist {
+		mediaIDs = append(mediaIDs, h.MediaID)
 		if !IsEmbyRemoteID(h.MediaID) {
 			localIDs = append(localIDs, h.MediaID)
 		}
 	}
+	favSet := map[string]bool{}
+	if len(mediaIDs) > 0 {
+		var favs []model.Favorite
+		if err := e.repo.DB.WithContext(ctx).
+			Where("user_id = ? AND media_id IN ?", p.UserID, mediaIDs).
+			Find(&favs).Error; err != nil {
+			return nil, err
+		}
+		for _, fav := range favs {
+			favSet[fav.MediaID] = true
+		}
+	}
 	byID := map[string]*model.Media{}
 	if len(localIDs) > 0 {
 		var medias []model.Media
@@ -498,7 +504,7 @@ func (e *EmbyService) resumableItems(ctx context.Context, p ItemsParams) (map[st
 				continue
 			}
 			localTotal++
-			slots = append(slots, resumeSlot{item: e.itemPayload(ctx, m, false, h.PositionMs, false)})
+			slots = append(slots, resumeSlot{item: e.itemPayload(ctx, m, favSet[h.MediaID], h.PositionMs, false)})
 			continue
 		}
 		if e.remote == nil || !IsEmbyRemoteID(h.MediaID) {
@@ -559,7 +565,7 @@ func (e *EmbyService) resumableItems(ctx context.Context, p ItemsParams) (map[st
 					continue
 				}
 			}
-			item["UserData"] = mergedRemoteUserData(item["UserData"], &f.hist)
+			item["UserData"] = applyMeBoxUserData(item["UserData"], &f.hist, favSet[f.hist.MediaID])
 			slots[i].item = item
 		}
 	}

internal/service/emby_remote.go

@@ -860,6 +860,180 @@ func (r *EmbyRemoteService) RemoteLatest(ctx context.Context, mount *model.EmbyM
 	return out, nil
 }
 
+// RemoteLatestForDisplay 返回可直接展示的最新媒体条目。剧集库优先取 Series；
+// 远程 Latest 只返回 Episode 时，按 SeriesId 归并，避免调用方拿到单集 ID
+// 后无法在 Series 卡片列表中找到对应条目。
+func (r *EmbyRemoteService) RemoteLatestForDisplay(ctx context.Context, mount *model.EmbyMount, acct *model.StrmAccount, remoteViewID string, limit int) ([]map[string]any, error) {
+	if remoteCollectionLooksEpisodic(mount.CollectionType) {
+		return r.RemoteLatestSeries(ctx, mount, acct, remoteViewID, limit)
+	}
+	items, err := r.RemoteLatest(ctx, mount, acct, remoteViewID, limit)
+	if err != nil {
+		return nil, err
+	}
+	if remoteItemsContainEpisodes(items) {
+		return remoteSeriesItemsFromLatest(mount, items, limit), nil
+	}
+	return items, nil
+}
+
+// RemoteLatestSeries 拉取剧集库最近更新的 Series。部分 Emby 服务不支持
+// DateLastContentAdded 或过滤 Series，此时回退到 Latest 并把 Episode 归并到
+// 对应 Series。
+//
+// 使用 Recursive=true 并跳过 anime/ 等中间容器，与 RemoteSeriesCards /
+// Emby 客户端列剧集方式一致。
+func (r *EmbyRemoteService) RemoteLatestSeries(ctx context.Context, mount *model.EmbyMount, acct *model.StrmAccount, remoteViewID string, limit int) ([]map[string]any, error) {
+	if limit <= 0 || limit > 100 {
+		limit = 20
+	}
+	cfg, err := r.remoteConfigWithToken(ctx, acct)
+	if err != nil {
+		return nil, err
+	}
+	q := url.Values{}
+	q.Set("ParentId", remoteViewID)
+	q.Set("IncludeItemTypes", "Series")
+	q.Set("Recursive", "true")
+	q.Set("SortBy", "DateLastContentAdded")
+	q.Set("SortOrder", "Descending")
+	// 多取一些以便滤掉中间容器后仍够 limit。
+	q.Set("Limit", strconv.Itoa(limit*4))
+	q.Set("Fields", "Overview,Genres,ProviderIds,Path,RecursiveItemCount,SeriesPrimaryImage,DateCreated,DateLastMediaAdded,PremiereDate,ProductionYear,CommunityRating,CriticRating")
+	var body struct {
+		Items []map[string]any `json:"Items"`
+	}
+	if err := r.doGet(ctx, acct, cfg, "/Users/"+url.PathEscape(r.remoteUserID(cfg))+"/Items", q, &body); err == nil && len(body.Items) > 0 {
+		filtered := make([]map[string]any, 0, limit)
+		for _, it := range body.Items {
+			name := remoteItemString(it, "Name")
+			path := remoteItemString(it, "Path")
+			if remoteSeriesItemLooksLikeContainer(name, path) {
+				continue
+			}
+			filtered = append(filtered, it)
+			if len(filtered) >= limit {
+				break
+			}
+		}
+		if len(filtered) > 0 {
+			RewriteEmbyRemoteIDs(filtered, mount.ID)
+			return filtered, nil
+		}
+	}
+
+	items, err := r.RemoteLatest(ctx, mount, acct, remoteViewID, limit)
+	if err != nil {
+		return nil, err
+	}
+	return remoteSeriesItemsFromLatest(mount, items, limit), nil
+}
+
+func remoteCollectionLooksEpisodic(collectionType string) bool {
+	switch strings.ToLower(strings.TrimSpace(collectionType)) {
+	case "tvshows", "tv":
+		return true
+	default:
+		return false
+	}
+}
+
+func remoteItemsContainEpisodes(items []map[string]any) bool {
+	for _, item := range items {
+		if strings.EqualFold(strings.TrimSpace(remoteItemString(item, "Type")), "Episode") {
+			return true
+		}
+	}
+	return false
+}
+
+func remoteSeriesItemsFromLatest(mount *model.EmbyMount, items []map[string]any, limit int) []map[string]any {
+	if limit <= 0 || limit > 100 {
+		limit = 20
+	}
+	out := make([]map[string]any, 0, len(items))
+	seen := make(map[string]struct{}, len(items))
+	for _, item := range items {
+		if len(out) >= limit {
+			break
+		}
+		if !strings.EqualFold(strings.TrimSpace(remoteItemString(item, "Type")), "Episode") {
+			id := strings.TrimSpace(remoteItemString(item, "Id"))
+			if id == "" {
+				continue
+			}
+			if _, exists := seen[id]; exists {
+				continue
+			}
+			seen[id] = struct{}{}
+			out = append(out, item)
+			continue
+		}
+
+		seriesID := remoteItemSeriesID(item, mount)
+		if seriesID == "" {
+			continue
+		}
+		if _, exists := seen[seriesID]; exists {
+			continue
+		}
+		seen[seriesID] = struct{}{}
+		out = append(out, remoteSeriesPayloadFromEpisode(mount, item, seriesID))
+	}
+	return out
+}
+
+func remoteItemSeriesID(item map[string]any, mount *model.EmbyMount) string {
+	seriesID := strings.TrimSpace(remoteItemString(item, "SeriesId"))
+	if seriesID == "" {
+		return ""
+	}
+	if _, rawID, ok := DecodeEmbyRemoteID(seriesID); ok {
+		if mount == nil {
+			return rawID
+		}
+		return EncodeEmbyRemoteID(mount.ID, rawID)
+	}
+	if mount == nil {
+		return seriesID
+	}
+	return EncodeEmbyRemoteID(mount.ID, seriesID)
+}
+
+func remoteSeriesPayloadFromEpisode(mount *model.EmbyMount, episode map[string]any, seriesID string) map[string]any {
+	name := strings.TrimSpace(remoteItemString(episode, "SeriesName"))
+	if name == "" {
+		name = strings.TrimSpace(remoteItemString(episode, "Name"))
+	}
+	out := map[string]any{
+		"Id":   seriesID,
+		"Name": name,
+		"Type": "Series",
+	}
+	if mount != nil && strings.TrimSpace(mount.RemoteViewID) != "" {
+		out["ParentId"] = EncodeEmbyRemoteID(mount.ID, mount.RemoteViewID)
+	}
+	if tag := strings.TrimSpace(remoteItemString(episode, "SeriesPrimaryImageTag")); tag != "" {
+		out["ImageTags"] = map[string]any{"Primary": tag}
+	}
+	year := remoteItemInt(episode, "SeriesProductionYear")
+	if year == 0 {
+		year = remoteItemInt(episode, "SeriesYear")
+	}
+	if year == 0 {
+		year = remoteItemInt(episode, "ProductionYear")
+	}
+	if year > 0 {
+		out["ProductionYear"] = year
+	}
+	for _, key := range []string{"Genres", "ProviderIds", "DateLastMediaAdded", "CommunityRating", "CriticRating", "OfficialRating"} {
+		if value, ok := episode[key]; ok {
+			out[key] = value
+		}
+	}
+	return out
+}
+
 // RemotePlaybackInfo 拉取远程 PlaybackInfo，并按挂载的 proxy_play 配置重写
 // 播放 URL：不代理=指向远程绝对地址（播放字节不过 MeBox）；代理=指向 MeBox
 // 本地 /Videos/{encodedID} 端点（由 ProxyVideoStream 反代）。

internal/service/emby_remote_web.go

@@ -180,31 +180,31 @@ func (r *EmbyRemoteService) MapRemoteItemToMedia(ctx context.Context, mount *mod
 	if _, rid, ok := DecodeEmbyRemoteID(seriesID); ok {
 		seriesID = rid
 	}
-		rating := remoteItemFloat(item, "CommunityRating")
-		if rating == 0 {
-			rating = remoteItemFloat(item, "CriticRating")
-		}
-		year := remoteItemInt(item, "ProductionYear")
-		if year == 0 {
-			year = remoteItemInt(item, "Year")
-		}
-		if year == 0 {
-			year = remoteItemInt(item, "SeriesProductionYear")
-		}
-		if year == 0 {
-			year = remoteItemInt(item, "SeriesYear")
-		}
-		media := model.Media{
-			Base:         model.Base{ID: EncodeEmbyRemoteID(encodeScope, remoteID)},
-			Title:        remoteItemString(item, "Name"),
-			OriginalName: remoteItemString(item, "OriginalTitle"),
-			Overview:     remoteItemString(item, "Overview"),
-			Year:         year,
-			Rating:       float32(rating),
-			Path:         remoteItemString(item, "Path"),
-			Genres:       remoteItemGenres(item),
-			ScrapeStatus: "done",
-		}
+	rating := remoteItemFloat(item, "CommunityRating")
+	if rating == 0 {
+		rating = remoteItemFloat(item, "CriticRating")
+	}
+	year := remoteItemInt(item, "ProductionYear")
+	if year == 0 {
+		year = remoteItemInt(item, "Year")
+	}
+	if year == 0 {
+		year = remoteItemInt(item, "SeriesProductionYear")
+	}
+	if year == 0 {
+		year = remoteItemInt(item, "SeriesYear")
+	}
+	media := model.Media{
+		Base:         model.Base{ID: EncodeEmbyRemoteID(encodeScope, remoteID)},
+		Title:        remoteItemString(item, "Name"),
+		OriginalName: remoteItemString(item, "OriginalTitle"),
+		Overview:     remoteItemString(item, "Overview"),
+		Year:         year,
+		Rating:       float32(rating),
+		Path:         remoteItemString(item, "Path"),
+		Genres:       remoteItemGenres(item),
+		ScrapeStatus: "done",
+	}
 	if date, ok := parseEmbyRemoteDate(remoteItemString(item, "DateCreated")); ok {
 		media.CreatedAt = date
 		media.UpdatedAt = date
@@ -509,19 +509,24 @@ func (r *EmbyRemoteService) remoteEpisodesOf(ctx context.Context, mount *model.E
 	return items, total, nil
 }
 
+// remoteSeriesPageSize 是远程剧集分页拉取的每页条数：Fields 带 Overview/Path
+// 等重字段，单页 1000 条时载荷会超过 doGet 的 8MB 截断上限，JSON 被静默截断
+// 直接解析失败，因此按 200 条翻页拉全量。
+const remoteSeriesPageSize = 200
+
 // RemoteSeriesCards 远程剧集库的系列卡片（ChildCount 作为集数）。
 //
-// 远程 Emby 的 Series DTO 不会返回 DateLastMediaAdded 字段（即使请求 Fields
-// 也缺失），但其服务端排序支持 SortBy=DateLastContentAdded——即客户端"上次
-// 添加集日期"排序。因此这里直接按该键倒序分页拉全量，返回的卡片顺序与对方
-// Emby 客户端选择"上次添加集日期"完全一致；LastAddedAt 在远程提供字段时
-// 才填充，否则保持 nil（前端对无该值的卡片维持服务器顺序，不再回退加入日期）。
+// 与 Emby 客户端一致：IncludeItemTypes=Series + Recursive=true，按
+// DateLastContentAdded 倒序分页拉全库剧集。多媒体根下的 anime/ 等中间容器
+// 若偶发出现在结果里则过滤掉；LastAddedAt 仅在远程提供 DateLastMediaAdded
+// 时填充。
 func (r *EmbyRemoteService) RemoteSeriesCards(ctx context.Context, mount *model.EmbyMount, acct *model.StrmAccount, remoteViewID string) ([]SeriesCard, error) {
 	cfg, err := r.remoteConfigWithToken(ctx, acct)
 	if err != nil {
 		return nil, err
 	}
-	cacheKey := r.remoteCacheKey("series-cards", acct.ID, mount.ID, remoteViewID)
+	// v3：Recursive=true（对齐 Emby 客户端），与旧直属/下探缓存区分。
+	cacheKey := r.remoteCacheKey("series-cards-v3", acct.ID, mount.ID, remoteViewID)
 	var cached []SeriesCard
 	if r.cache != nil && r.cache.GetJSON(ctx, cacheKey, &cached) {
 		return cached, nil
@@ -529,19 +534,17 @@ func (r *EmbyRemoteService) RemoteSeriesCards(ctx context.Context, mount *model.
 	q := url.Values{}
 	q.Set("ParentId", remoteViewID)
 	q.Set("IncludeItemTypes", "Series")
-	q.Set("Recursive", "false")
+	q.Set("Recursive", "true")
 	q.Set("SortBy", "DateLastContentAdded")
 	q.Set("SortOrder", "Descending")
-	// 每页 200：Fields 带全量重字段（Overview/MediaStreams 等）时单页 1000
-	// 条的载荷会超过 doGet 的 8MB 截断上限，JSON 被静默截断直接解析失败。
-	q.Set("Limit", "200")
+	q.Set("Limit", strconv.Itoa(remoteSeriesPageSize))
 	q.Set("Fields", "Overview,Genres,ProviderIds,Path,RecursiveItemCount,SeriesPrimaryImage,DateCreated,DateLastMediaAdded,PremiereDate,ProductionYear,CommunityRating,CriticRating")
 	var body struct {
 		Items            []map[string]any `json:"Items"`
 		TotalRecordCount int64            `json:"TotalRecordCount"`
 	}
 	cards := make([]SeriesCard, 0)
-	for startIndex := 0; ; startIndex += 200 {
+	for startIndex := 0; ; startIndex += remoteSeriesPageSize {
 		q.Set("StartIndex", strconv.Itoa(startIndex))
 		body.Items = nil
 		if err := r.doGet(ctx, acct, cfg, "/Users/"+url.PathEscape(r.remoteUserID(cfg))+"/Items", q, &body); err != nil {
@@ -551,9 +554,13 @@ func (r *EmbyRemoteService) RemoteSeriesCards(ctx context.Context, mount *model.
 			break
 		}
 		for _, it := range body.Items {
+			name := remoteItemString(it, "Name")
+			path := remoteItemString(it, "Path")
+			if remoteSeriesItemLooksLikeContainer(name, path) {
+				continue
+			}
 			RewriteEmbyRemoteIDs(it, mount.ID)
 			m := r.MapRemoteItemToMedia(ctx, mount, acct, cfg, it)
-			// 集数优先用递归条目数（ChildCount 只算直属 Season 文件夹数）。
 			count := remoteItemInt(it, "RecursiveItemCount")
 			if count == 0 {
 				count = remoteItemInt(it, "ChildCount")
@@ -565,9 +572,16 @@ func (r *EmbyRemoteService) RemoteSeriesCards(ctx context.Context, mount *model.
 			if date, ok := parseEmbyRemoteDate(remoteItemString(it, "DateLastMediaAdded")); ok {
 				lastAdded = &date
 			}
-			cards = append(cards, SeriesCard{Key: m.ID, Rep: m, LinkMedia: m, Count: count, LastAddedAt: lastAdded})
+			cards = append(cards, SeriesCard{
+				Key:         m.ID,
+				Rep:         m,
+				LinkMedia:   m,
+				Count:       count,
+				IsSeries:    true,
+				LastAddedAt: lastAdded,
+			})
 		}
-		if int64(len(cards)) >= body.TotalRecordCount || len(body.Items) < 1000 {
+		if int64(startIndex+len(body.Items)) >= body.TotalRecordCount || len(body.Items) < remoteSeriesPageSize {
 			break
 		}
 	}
@@ -577,6 +591,14 @@ func (r *EmbyRemoteService) RemoteSeriesCards(ctx context.Context, mount *model.
 	return cards, nil
 }
 
+func remoteSeriesItemLooksLikeContainer(name, path string) bool {
+	if isEmbyGenericContainer(name) {
+		return true
+	}
+	base := pathBaseSlash(strings.TrimRight(strings.ReplaceAll(path, "\\", "/"), "/"))
+	return base != "" && isEmbyGenericContainer(base)
+}
+
 // RemoteLatestCards 远程库最新条目（首页预览卡片），映射 SeriesCard。
 func (r *EmbyRemoteService) RemoteLatestCards(ctx context.Context, mount *model.EmbyMount, acct *model.StrmAccount, remoteViewID string, limit int) ([]SeriesCard, error) {
 	cfg, err := r.remoteConfigWithToken(ctx, acct)
@@ -589,52 +611,14 @@ func (r *EmbyRemoteService) RemoteLatestCards(ctx context.Context, mount *model.
 		return cached, nil
 	}
 
-	// 剧集类媒体库：直接拉取最新入库/更新的 Series 剧集本身（按上次添加集日期倒序）。
-	// 避免 Emby /Items/Latest 默认返回无年份/无系列海报的单集（Episode）。
-	if mount != nil && (mount.CollectionType == "tvshows" || mount.CollectionType == "tv") {
-		q := url.Values{}
-		q.Set("ParentId", remoteViewID)
-		q.Set("IncludeItemTypes", "Series")
-		q.Set("Recursive", "false")
-		q.Set("SortBy", "DateLastContentAdded")
-		q.Set("SortOrder", "Descending")
-		q.Set("Limit", strconv.Itoa(limit))
-		q.Set("Fields", "Overview,Genres,ProviderIds,Path,RecursiveItemCount,SeriesPrimaryImage,DateCreated,DateLastMediaAdded,PremiereDate,ProductionYear,CommunityRating,CriticRating")
-		var body struct {
-			Items []map[string]any `json:"Items"`
-		}
-		if err := r.doGet(ctx, acct, cfg, "/Users/"+url.PathEscape(r.remoteUserID(cfg))+"/Items", q, &body); err == nil && len(body.Items) > 0 {
-			cards := make([]SeriesCard, 0, len(body.Items))
-			for _, it := range body.Items {
-				RewriteEmbyRemoteIDs(it, mount.ID)
-				m := r.MapRemoteItemToMedia(ctx, mount, acct, cfg, it)
-				count := remoteItemInt(it, "RecursiveItemCount")
-				if count == 0 {
-					count = remoteItemInt(it, "ChildCount")
-				}
-				if count == 0 {
-					count = 1
-				}
-				var lastAdded *time.Time
-				if date, ok := parseEmbyRemoteDate(remoteItemString(it, "DateLastMediaAdded")); ok {
-					lastAdded = &date
-				}
-				cards = append(cards, SeriesCard{Key: m.ID, Rep: m, LinkMedia: m, Count: count, LastAddedAt: lastAdded})
-			}
-			if r.cache != nil {
-				r.cache.SetJSON(ctx, cacheKey, cards, r.remoteMediaCacheTTL())
-			}
-			return cards, nil
-		}
-	}
-
-	items, err := r.RemoteLatest(ctx, mount, acct, remoteViewID, limit)
+	items, err := r.RemoteLatestForDisplay(ctx, mount, acct, remoteViewID, limit)
 	if err != nil {
 		return nil, err
 	}
 	cards := make([]SeriesCard, 0, len(items))
 	for _, it := range items {
 		m := r.MapRemoteItemToMedia(ctx, mount, acct, cfg, it)
+		isSeries := strings.EqualFold(strings.TrimSpace(remoteItemString(it, "Type")), "Series")
 		var lastAdded *time.Time
 		if !m.UpdatedAt.IsZero() {
 			t := m.UpdatedAt
@@ -647,7 +631,17 @@ func (r *EmbyRemoteService) RemoteLatestCards(ctx context.Context, mount *model.
 		if count == 0 {
 			count = remoteItemInt(it, "ChildCount")
 		}
-		cards = append(cards, SeriesCard{Key: m.ID, Rep: m, LinkMedia: m, Count: count, LastAddedAt: lastAdded})
+		if count == 0 {
+			count = 1
+		}
+		cards = append(cards, SeriesCard{
+			Key:         m.ID,
+			Rep:         m,
+			LinkMedia:   m,
+			Count:       count,
+			IsSeries:    isSeries,
+			LastAddedAt: lastAdded,
+		})
 	}
 	if r.cache != nil {
 		r.cache.SetJSON(ctx, cacheKey, cards, r.remoteMediaCacheTTL())

internal/service/emby_remote_web_test.go

@@ -5,6 +5,7 @@ import (
 	"encoding/json"
 	"net/http"
 	"net/http/httptest"
+	"strconv"
 	"strings"
 	"sync/atomic"
 	"testing"
@@ -120,10 +121,15 @@ func TestRemoteSeriesCardsAutoAuthOnFirstBrowse(t *testing.T) {
 		}
 		if r.URL.Path == "/emby/Users/real-user-guid/Items" {
 			q := r.URL.Query()
-			if q.Get("ParentId") != "view-1" || q.Get("IncludeItemTypes") != "Series" {
+			if q.Get("IncludeItemTypes") != "Series" || q.Get("ParentId") != "view-1" {
 				w.WriteHeader(http.StatusBadRequest)
 				return
 			}
+			if q.Get("Recursive") != "true" {
+				w.WriteHeader(http.StatusBadRequest)
+				_, _ = w.Write([]byte("expected Recursive=true"))
+				return
+			}
 			w.Header().Set("Content-Type", "application/json")
 			_ = json.NewEncoder(w).Encode(map[string]any{
 				"TotalRecordCount": 1,
@@ -230,6 +236,11 @@ func TestRemoteSeriesCardsResolveUserIDFromAPIKey(t *testing.T) {
 			return
 		}
 		if r.URL.Path == "/emby/Users/real-user-guid/Items" {
+			q := r.URL.Query()
+			if q.Get("ParentId") != "view-2" || q.Get("Recursive") != "true" {
+				w.WriteHeader(http.StatusNotFound)
+				return
+			}
 			w.Header().Set("Content-Type", "application/json")
 			_ = json.NewEncoder(w).Encode(map[string]any{
 				"TotalRecordCount": 1,
@@ -465,6 +476,9 @@ func TestRemoteLatestCardsTvShowsYearAndPoster(t *testing.T) {
 	if cards[0].Count != 12 {
 		t.Fatalf("expected Count 12, got %d", cards[0].Count)
 	}
+	if !cards[0].IsSeries {
+		t.Fatalf("expected remote latest card to be marked as series")
+	}
 	if cards[0].Rep.PosterURL == "" {
 		t.Fatalf("expected PosterURL not empty")
 	}
@@ -476,6 +490,439 @@ func TestRemoteLatestCardsTvShowsYearAndPoster(t *testing.T) {
 	}
 }
 
+func TestRemoteLatestCardsTvShowsGroupsEpisodeFallbackBySeries(t *testing.T) {
+	var seriesQueryCalled atomic.Bool
+	var latestCalled atomic.Bool
+	var requestedSeriesType atomic.Value
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		switch strings.TrimPrefix(r.URL.Path, "/emby") {
+		case "/Users/remote-user/Items":
+			seriesQueryCalled.Store(true)
+			requestedSeriesType.Store(r.URL.Query().Get("IncludeItemTypes"))
+			_ = json.NewEncoder(w).Encode(map[string]any{
+				"Items":            []map[string]any{},
+				"TotalRecordCount": 0,
+			})
+		case "/Users/remote-user/Items/Latest":
+			latestCalled.Store(true)
+			_ = json.NewEncoder(w).Encode([]map[string]any{
+				{
+					"Id":                    "episode-2",
+					"Name":                  "第二集",
+					"Type":                  "Episode",
+					"SeriesId":              "series-b",
+					"SeriesName":            "剧集 B",
+					"SeriesProductionYear":  2025,
+					"SeriesPrimaryImageTag": "poster-b",
+				},
+				{
+					"Id":                   "episode-1",
+					"Name":                 "第一集",
+					"Type":                 "Episode",
+					"SeriesId":             "series-a",
+					"SeriesName":           "剧集 A",
+					"SeriesProductionYear": 2024,
+				},
+				{
+					"Id":         "episode-1b",
+					"Name":       "第一集下",
+					"Type":       "Episode",
+					"SeriesId":   "series-a",
+					"SeriesName": "剧集 A",
+				},
+			})
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer server.Close()
+
+	db := newServiceTestDB(t, &model.StrmAccount{}, &model.EmbyMount{})
+	repos := repository.New(db)
+	svc := NewEmbyRemoteService(&config.Config{}, zap.NewNop(), repos, NewCryptoService("", zap.NewNop()))
+
+	rawConfig, _ := json.Marshal(map[string]string{
+		"url":            server.URL,
+		"token":          "fake-token",
+		"remote_user_id": "remote-user",
+	})
+	acct := &model.StrmAccount{
+		Base:     model.Base{ID: "acct-tv-fallback"},
+		Name:     "tv-emby",
+		Provider: model.StrmProviderEmbyRemote,
+		Config:   string(rawConfig),
+		Enabled:  true,
+	}
+	if err := repos.StrmAccount.Create(t.Context(), acct); err != nil {
+		t.Fatalf("create account: %v", err)
+	}
+	mount := &model.EmbyMount{
+		Base:           model.Base{ID: "mount-tv-fallback"},
+		AccountID:      acct.ID,
+		RemoteViewID:   "view-tv",
+		RemoteViewName: "剧集库",
+		CollectionType: "tvshows",
+		Enabled:        true,
+	}
+	if err := repos.EmbyMount.Create(t.Context(), mount); err != nil {
+		t.Fatalf("create mount: %v", err)
+	}
+
+	cards, err := svc.RemoteLatestCards(t.Context(), mount, acct, mount.RemoteViewID, 10)
+	if err != nil {
+		t.Fatalf("RemoteLatestCards failed: %v", err)
+	}
+	if !seriesQueryCalled.Load() || !latestCalled.Load() {
+		t.Fatalf("expected both Series query and Latest fallback, series=%v latest=%v", seriesQueryCalled.Load(), latestCalled.Load())
+	}
+	if got, _ := requestedSeriesType.Load().(string); got != "Series" {
+		t.Fatalf("series query IncludeItemTypes = %q, want Series", got)
+	}
+	if len(cards) != 2 {
+		t.Fatalf("expected 2 deduplicated series cards, got %d: %#v", len(cards), cards)
+	}
+	wantKeys := []string{
+		EncodeEmbyRemoteID(mount.ID, "series-b"),
+		EncodeEmbyRemoteID(mount.ID, "series-a"),
+	}
+	for i, want := range wantKeys {
+		if cards[i].Key != want {
+			t.Fatalf("card[%d].Key = %q, want %q", i, cards[i].Key, want)
+		}
+		if !cards[i].IsSeries {
+			t.Fatalf("card[%d] should be marked as series", i)
+		}
+	}
+}
+
+func TestEmbyLatestItemsRemoteTvShowsUseSeriesIDs(t *testing.T) {
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		switch strings.TrimPrefix(r.URL.Path, "/emby") {
+		case "/Users/remote-user/Items":
+			_ = json.NewEncoder(w).Encode(map[string]any{
+				"Items":            []map[string]any{},
+				"TotalRecordCount": 0,
+			})
+		case "/Users/remote-user/Items/Latest":
+			_ = json.NewEncoder(w).Encode([]map[string]any{
+				{
+					"Id":         "episode-10",
+					"Name":       "第十集",
+					"Type":       "Episode",
+					"SeriesId":   "series-10",
+					"SeriesName": "远程剧集",
+				},
+			})
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer server.Close()
+
+	db := newServiceTestDB(t,
+		&model.Setting{},
+		&model.User{},
+		&model.Favorite{},
+		&model.PlaybackHistory{},
+		&model.StrmAccount{},
+		&model.EmbyMount{},
+	)
+	repos := repository.New(db)
+	remoteSvc := NewEmbyRemoteService(&config.Config{}, zap.NewNop(), repos, NewCryptoService("", zap.NewNop()))
+	svc := NewEmbyService(&config.Config{}, zap.NewNop(), repos).SetEmbyRemote(remoteSvc)
+
+	rawConfig, _ := json.Marshal(map[string]string{
+		"url":            server.URL,
+		"token":          "fake-token",
+		"remote_user_id": "remote-user",
+	})
+	acct := &model.StrmAccount{
+		Base:     model.Base{ID: "acct-emby-latest"},
+		Name:     "tv-emby",
+		Provider: model.StrmProviderEmbyRemote,
+		Config:   string(rawConfig),
+		Enabled:  true,
+	}
+	if err := repos.StrmAccount.Create(t.Context(), acct); err != nil {
+		t.Fatalf("create account: %v", err)
+	}
+	mount := &model.EmbyMount{
+		Base:           model.Base{ID: "mount-emby-latest"},
+		AccountID:      acct.ID,
+		RemoteViewID:   "view-tv",
+		RemoteViewName: "剧集库",
+		CollectionType: "tvshows",
+		Enabled:        true,
+	}
+	if err := repos.EmbyMount.Create(t.Context(), mount); err != nil {
+		t.Fatalf("create mount: %v", err)
+	}
+
+	items, err := svc.LatestItems(t.Context(), "user-1", EncodeEmbyRemoteID(mount.ID, mount.RemoteViewID), 10)
+	if err != nil {
+		t.Fatalf("LatestItems failed: %v", err)
+	}
+	if len(items) != 1 {
+		t.Fatalf("expected 1 series item, got %d: %#v", len(items), items)
+	}
+	if items[0]["Type"] != "Series" {
+		t.Fatalf("latest item Type = %#v, want Series", items[0]["Type"])
+	}
+	wantID := EncodeEmbyRemoteID(mount.ID, "series-10")
+	if items[0]["Id"] != wantID {
+		t.Fatalf("latest item Id = %#v, want %q", items[0]["Id"], wantID)
+	}
+}
+
+// 远程剧集库分页拉全量：超过一页时必须继续翻页，否则第 201 条之后的剧集
+// 既不会出现在媒体库列表里，首页深链过来的 ?series= 也无从命中。
+func TestRemoteSeriesCardsFetchAllPages(t *testing.T) {
+	const totalSeries = remoteSeriesPageSize*2 + 50
+	var requests atomic.Int32
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		query := r.URL.Query()
+		if query.Get("Recursive") != "true" {
+			w.WriteHeader(http.StatusBadRequest)
+			_, _ = w.Write([]byte("expected Recursive=true"))
+			return
+		}
+		startIndex, _ := strconv.Atoi(query.Get("StartIndex"))
+		limit, _ := strconv.Atoi(query.Get("Limit"))
+		requests.Add(1)
+		items := make([]map[string]any, 0, limit)
+		for i := startIndex; i < totalSeries && len(items) < limit; i++ {
+			items = append(items, map[string]any{
+				"Id":                 "series-" + strconv.Itoa(i),
+				"Name":               "剧集 " + strconv.Itoa(i),
+				"Type":               "Series",
+				"RecursiveItemCount": 12,
+			})
+		}
+		_ = json.NewEncoder(w).Encode(map[string]any{
+			"Items":            items,
+			"TotalRecordCount": totalSeries,
+		})
+	}))
+	defer server.Close()
+
+	db := newServiceTestDB(t, &model.StrmAccount{}, &model.EmbyMount{})
+	repos := repository.New(db)
+	svc := NewEmbyRemoteService(&config.Config{}, zap.NewNop(), repos, NewCryptoService("", zap.NewNop()))
+
+	rawConfig, _ := json.Marshal(map[string]string{
+		"url":            server.URL,
+		"token":          "fake-token",
+		"remote_user_id": "remote-user",
+	})
+	acct := &model.StrmAccount{
+		Base:     model.Base{ID: "acct-series-pages"},
+		Name:     "tv-emby",
+		Provider: model.StrmProviderEmbyRemote,
+		Config:   string(rawConfig),
+		Enabled:  true,
+	}
+	if err := repos.StrmAccount.Create(t.Context(), acct); err != nil {
+		t.Fatalf("create account: %v", err)
+	}
+	mount := &model.EmbyMount{
+		Base:           model.Base{ID: "mount-series-pages"},
+		AccountID:      acct.ID,
+		RemoteViewID:   "view-tv",
+		RemoteViewName: "电视剧",
+		CollectionType: "tvshows",
+		Enabled:        true,
+	}
+	if err := repos.EmbyMount.Create(t.Context(), mount); err != nil {
+		t.Fatalf("create mount: %v", err)
+	}
+
+	cards, err := svc.RemoteSeriesCards(t.Context(), mount, acct, mount.RemoteViewID)
+	if err != nil {
+		t.Fatalf("RemoteSeriesCards failed: %v", err)
+	}
+	if len(cards) != totalSeries {
+		t.Fatalf("expected all %d series, got %d", totalSeries, len(cards))
+	}
+	if got := requests.Load(); got != 3 {
+		t.Fatalf("expected 3 paged requests, got %d", got)
+	}
+	lastKey := EncodeEmbyRemoteID(mount.ID, "series-"+strconv.Itoa(totalSeries-1))
+	if cards[len(cards)-1].Key != lastKey {
+		t.Fatalf("last card key = %q, want %q", cards[len(cards)-1].Key, lastKey)
+	}
+}
+
+// 与 Emby 客户端一致：Recursive=true 拉全库 Series，并过滤 anime 等中间容器。
+func TestRemoteSeriesCardsRecursiveFiltersAnimeContainers(t *testing.T) {
+	var sawRecursive atomic.Bool
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		if strings.TrimPrefix(r.URL.Path, "/emby") != "/Users/remote-user/Items" {
+			http.NotFound(w, r)
+			return
+		}
+		q := r.URL.Query()
+		if q.Get("ParentId") != "view-2023" || q.Get("IncludeItemTypes") != "Series" {
+			http.NotFound(w, r)
+			return
+		}
+		if q.Get("Recursive") == "true" {
+			sawRecursive.Store(true)
+		}
+		_ = json.NewEncoder(w).Encode(map[string]any{
+			"TotalRecordCount": 5,
+			"Items": []map[string]any{
+				{"Id": "c0", "Name": "anime", "Type": "Series", "Path": "https://cdn/0/anime/", "RecursiveItemCount": 3086},
+				{"Id": "c1", "Name": "anime", "Type": "Series", "Path": "https://cdn/1/anime/", "RecursiveItemCount": 567},
+				{"Id": "s-a", "Name": "数码宝贝 BEATBREAK", "Type": "Series", "Path": "https://cdn/0/anime/digimon", "RecursiveItemCount": 24},
+				{"Id": "s-b", "Name": "活死喵之夜", "Type": "Series", "Path": "https://cdn/0/anime/nyaight", "RecursiveItemCount": 12},
+				{"Id": "s-c", "Name": "药屋少女的呢喃", "Type": "Series", "Path": "https://cdn/1/anime/kusuriya", "RecursiveItemCount": 51},
+			},
+		})
+	}))
+	defer server.Close()
+
+	db := newServiceTestDB(t, &model.StrmAccount{}, &model.EmbyMount{})
+	repos := repository.New(db)
+	svc := NewEmbyRemoteService(&config.Config{}, zap.NewNop(), repos, NewCryptoService("", zap.NewNop()))
+
+	rawConfig, _ := json.Marshal(map[string]string{
+		"url":            server.URL,
+		"token":          "fake-token",
+		"remote_user_id": "remote-user",
+	})
+	acct := &model.StrmAccount{
+		Base:     model.Base{ID: "acct-recursive"},
+		Name:     "nijigem",
+		Provider: model.StrmProviderEmbyRemote,
+		Config:   string(rawConfig),
+		Enabled:  true,
+	}
+	if err := repos.StrmAccount.Create(t.Context(), acct); err != nil {
+		t.Fatalf("create account: %v", err)
+	}
+	mount := &model.EmbyMount{
+		Base:           model.Base{ID: "mount-recursive"},
+		AccountID:      acct.ID,
+		RemoteViewID:   "view-2023",
+		RemoteViewName: "2023前 动漫",
+		CollectionType: "tvshows",
+		Enabled:        true,
+	}
+	if err := repos.EmbyMount.Create(t.Context(), mount); err != nil {
+		t.Fatalf("create mount: %v", err)
+	}
+
+	cards, err := svc.RemoteSeriesCards(t.Context(), mount, acct, mount.RemoteViewID)
+	if err != nil {
+		t.Fatalf("RemoteSeriesCards failed: %v", err)
+	}
+	if !sawRecursive.Load() {
+		t.Fatal("expected Recursive=true on remote Items request")
+	}
+	if len(cards) != 3 {
+		t.Fatalf("cards = %d, want 3 real series after filtering anime containers", len(cards))
+	}
+	for _, card := range cards {
+		if strings.EqualFold(card.Rep.Title, "anime") {
+			t.Fatalf("container title %q should have been filtered", card.Rep.Title)
+		}
+	}
+}
+
+// 首页「最新条目」卡片 key 必须与媒体库剧集列表的 key 一致，否则点击后
+// 媒体库页找不到目标剧集，只能退回整库列表。
+func TestRemoteLatestCardsKeyMatchesSeriesList(t *testing.T) {
+	var seriesQueryCalls atomic.Int32
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		if strings.TrimPrefix(r.URL.Path, "/emby") != "/Users/remote-user/Items" {
+			http.NotFound(w, r)
+			return
+		}
+		seriesQueryCalls.Add(1)
+		parentID := r.URL.Query().Get("ParentId")
+		if parentID == "series-latest" {
+			_ = json.NewEncoder(w).Encode(map[string]any{
+				"Items":            []map[string]any{},
+				"TotalRecordCount": 0,
+			})
+			return
+		}
+		_ = json.NewEncoder(w).Encode(map[string]any{
+			"Items": []map[string]any{
+				{
+					"Id":                 "series-latest",
+					"Name":               "刚刚更新",
+					"Type":               "Series",
+					"RecursiveItemCount": 24,
+				},
+			},
+			"TotalRecordCount": 1,
+		})
+	}))
+	defer server.Close()
+
+	db := newServiceTestDB(t, &model.StrmAccount{}, &model.EmbyMount{})
+	repos := repository.New(db)
+	svc := NewEmbyRemoteService(&config.Config{}, zap.NewNop(), repos, NewCryptoService("", zap.NewNop()))
+
+	rawConfig, _ := json.Marshal(map[string]string{
+		"url":            server.URL,
+		"token":          "fake-token",
+		"remote_user_id": "remote-user",
+	})
+	acct := &model.StrmAccount{
+		Base:     model.Base{ID: "acct-latest-key"},
+		Name:     "tv-emby",
+		Provider: model.StrmProviderEmbyRemote,
+		Config:   string(rawConfig),
+		Enabled:  true,
+	}
+	if err := repos.StrmAccount.Create(t.Context(), acct); err != nil {
+		t.Fatalf("create account: %v", err)
+	}
+	mount := &model.EmbyMount{
+		Base:           model.Base{ID: "mount-latest-key"},
+		AccountID:      acct.ID,
+		RemoteViewID:   "view-tv",
+		RemoteViewName: "电视剧",
+		CollectionType: "tvshows",
+		Enabled:        true,
+	}
+	if err := repos.EmbyMount.Create(t.Context(), mount); err != nil {
+		t.Fatalf("create mount: %v", err)
+	}
+
+	latestCards, err := svc.RemoteLatestCards(t.Context(), mount, acct, mount.RemoteViewID, 10)
+	if err != nil {
+		t.Fatalf("RemoteLatestCards failed: %v", err)
+	}
+	if len(latestCards) != 1 || !latestCards[0].IsSeries {
+		t.Fatalf("expected 1 series latest card, got %#v", latestCards)
+	}
+	seriesCards, err := svc.RemoteSeriesCards(t.Context(), mount, acct, mount.RemoteViewID)
+	if err != nil {
+		t.Fatalf("RemoteSeriesCards failed: %v", err)
+	}
+	if seriesQueryCalls.Load() < 2 {
+		t.Fatalf("expected both latest and series list queries, got %d", seriesQueryCalls.Load())
+	}
+	found := false
+	for _, card := range seriesCards {
+		if card.Key == latestCards[0].Key {
+			found = true
+			break
+		}
+	}
+	if !found {
+		t.Fatalf("latest card key %q not present in series list keys %#v", latestCards[0].Key, seriesCards)
+	}
+}
+
 func TestRemoteLatestFields(t *testing.T) {
 	var requestedFields string
 	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {

internal/service/emby_user_data.go

@@ -11,8 +11,8 @@ import (
 	"github.com/truewhile/MeBox/internal/model"
 )
 
-// SetFavorite 把 mediaID 标为 userID 的收藏。挂载的远程 Emby 条目会同时写入
-// 本地 favourites 表并透传到对应远程服务器，保证网页与第三方 Emby 客户端一致。
+// SetFavorite 把 mediaID 标为 userID 的收藏。只写入 MeBox 本地 favourites 表，
+// 按 user_id 隔离；挂载远程 Emby 共用账号，不能再透传收藏以免串用户。
 func (e *EmbyService) SetFavorite(ctx context.Context, userID, mediaID string, favorite bool) error {
 	if err := SyncUserFavorite(ctx, e.repo, e.remote, userID, mediaID, favorite); err != nil {
 		return err
@@ -22,15 +22,8 @@ func (e *EmbyService) SetFavorite(ctx context.Context, userID, mediaID string, f
 }
 
 // MarkPlayed 把 mediaID 标为已看（写一个 100% 进度的 history 行）。
-// 远程 Emby 条目直接透传到对应服务器（本地不落库）。
+// 远程挂载条目同样只落本地 PlaybackHistory，按 MeBox 用户隔离。
 func (e *EmbyService) MarkPlayed(ctx context.Context, userID, mediaID string, played bool) error {
-	if e.remote != nil && IsEmbyRemoteID(mediaID) {
-		acctID, remoteID, _ := DecodeEmbyRemoteID(mediaID)
-		if err := e.ProxyRemoteSetPlayed(ctx, acctID, remoteID, played); err != nil {
-			return err
-		}
-		return nil
-	}
 	if !played {
 		err := e.repo.DB.WithContext(ctx).
 			Where("user_id = ? AND media_id = ?", userID, mediaID).
@@ -40,15 +33,20 @@ func (e *EmbyService) MarkPlayed(ctx context.Context, userID, mediaID string, pl
 		}
 		return err
 	}
-	m, err := e.repo.Media.FindByID(ctx, mediaID)
-	if err != nil || m == nil {
-		return errors.New("media not found")
+	dur := int64(0)
+	if IsEmbyRemoteID(mediaID) {
+		dur = remoteItemDurationMs(ctx, e, mediaID)
+	} else {
+		m, err := e.repo.Media.FindByID(ctx, mediaID)
+		if err != nil || m == nil {
+			return errors.New("media not found")
+		}
+		dur = int64(m.DurationSec) * 1000
 	}
-	dur := int64(m.DurationSec) * 1000
 	if dur <= 0 {
 		dur = 1
 	}
-	err = e.repo.History.Upsert(ctx, &model.PlaybackHistory{
+	err := e.repo.History.Upsert(ctx, &model.PlaybackHistory{
 		UserID:     userID,
 		MediaID:    mediaID,
 		PositionMs: dur,
@@ -62,6 +60,36 @@ func (e *EmbyService) MarkPlayed(ctx context.Context, userID, mediaID string, pl
 	return err
 }
 
+func remoteItemDurationMs(ctx context.Context, e *EmbyService, mediaID string) int64 {
+	if e == nil || e.remote == nil || !IsEmbyRemoteID(mediaID) {
+		return 0
+	}
+	mountID, remoteID, _ := DecodeEmbyRemoteID(mediaID)
+	mount, acct, err := e.remote.ResolveMount(ctx, mountID)
+	if err != nil || mount == nil || acct == nil {
+		return 0
+	}
+	item, err := e.remote.RemoteItem(ctx, mount, acct, remoteID)
+	if err != nil || item == nil {
+		return 0
+	}
+	switch ticks := item["RunTimeTicks"].(type) {
+	case float64:
+		if ticks > 0 {
+			return int64(ticks) / 10_000
+		}
+	case int64:
+		if ticks > 0 {
+			return ticks / 10_000
+		}
+	case int:
+		if ticks > 0 {
+			return int64(ticks) / 10_000
+		}
+	}
+	return 0
+}
+
 // RecordProgress 记录播放进度（来自 Emby 客户端的 /Sessions/Playing/Progress）。
 // 不携带 PlaySessionId 的旧调用仍保持兼容。
 func (e *EmbyService) RecordProgress(ctx context.Context, userID, mediaID string, positionTicks, runtimeTicks int64) error {
@@ -138,8 +166,9 @@ func embyPlaySessionStartedAtMs(playSessionID string) int64 {
 	return value
 }
 
-// mergeRemoteUserData applies the current MeBox user's locally recorded playback
-// and favourite state to remote Emby payloads.
+// mergeRemoteUserData overlays the current MeBox user's locally recorded
+// playback and favourite state onto remote Emby payloads. Remote mounts share
+// one upstream Emby account, so upstream UserData must never leak across MeBox users.
 func (e *EmbyService) mergeRemoteUserData(ctx context.Context, userID string, payload any) error {
 	if strings.TrimSpace(userID) == "" || payload == nil {
 		return nil
@@ -178,18 +207,7 @@ func (e *EmbyService) mergeRemoteUserData(ctx context.Context, userID string, pa
 	}
 	for _, item := range items {
 		id, _ := item["Id"].(string)
-		userData, _ := item["UserData"].(map[string]any)
-		if h := byMediaID[id]; h != nil {
-			item["UserData"] = mergedRemoteUserData(userData, h)
-			userData, _ = item["UserData"].(map[string]any)
-		}
-		if favSet[id] {
-			if userData == nil {
-				userData = map[string]any{}
-				item["UserData"] = userData
-			}
-			userData["IsFavorite"] = true
-		}
+		item["UserData"] = applyMeBoxUserData(item["UserData"], byMediaID[id], favSet[id])
 	}
 	return nil
 }
@@ -221,12 +239,37 @@ func remoteItemMaps(payload any) []map[string]any {
 }
 
 func mergedRemoteUserData(raw any, history *model.PlaybackHistory) map[string]any {
+	favorite := false
+	if existing, ok := raw.(map[string]any); ok {
+		if v, ok := existing["IsFavorite"].(bool); ok {
+			favorite = v
+		}
+	}
+	return applyMeBoxUserData(raw, history, favorite)
+}
+
+// applyMeBoxUserData rebuilds UserData for a remote item using only MeBox-local
+// per-user state. Shared upstream Emby favourite/progress fields are discarded.
+func applyMeBoxUserData(raw any, history *model.PlaybackHistory, favorite bool) map[string]any {
 	userData := map[string]any{}
 	if existing, ok := raw.(map[string]any); ok {
 		for key, value := range existing {
-			userData[key] = value
+			switch key {
+			case "IsFavorite", "PlaybackPositionTicks", "Played", "PlayedPercentage", "PlayCount", "LastPlayedDate":
+				continue
+			default:
+				userData[key] = value
+			}
 		}
 	}
+	userData["IsFavorite"] = favorite
+	if history == nil {
+		userData["PlaybackPositionTicks"] = int64(0)
+		userData["Played"] = false
+		userData["PlayedPercentage"] = float64(0)
+		userData["PlayCount"] = 0
+		return userData
+	}
 	duration := history.DurationMs
 	position := history.PositionMs
 	percentage := float64(0)
@@ -237,18 +280,9 @@ func mergedRemoteUserData(raw any, history *model.PlaybackHistory) map[string]an
 	userData["Played"] = history.Completed
 	userData["PlayedPercentage"] = percentage
 	if history.Completed {
-		playCount := 0
-		switch value := userData["PlayCount"].(type) {
-		case int:
-			playCount = value
-		case int64:
-			playCount = int(value)
-		case float64:
-			playCount = int(value)
-		}
-		if playCount < 1 {
-			userData["PlayCount"] = 1
-		}
+		userData["PlayCount"] = 1
+	} else {
+		userData["PlayCount"] = 0
 	}
 	return userData
 }

internal/service/emby_user_data_test.go

@@ -18,16 +18,18 @@ func TestMergedRemoteUserData(t *testing.T) {
 		preserve any
 	}{
 		{
-			name: "in-progress preserves remote fields",
+			name: "in-progress preserves non-user remote fields only",
 			raw: map[string]any{
-				"PlayCount": 2,
-				"Custom":    "remote-value",
+				"PlayCount":             2,
+				"IsFavorite":            true,
+				"PlaybackPositionTicks": int64(999),
+				"Custom":                "remote-value",
 			},
 			history:  model.PlaybackHistory{PositionMs: 25_000, DurationMs: 100_000},
 			position: 250_000_000,
 			played:   false,
 			percent:  25,
-			count:    2,
+			count:    0,
 			preserve: "remote-value",
 		},
 		{
@@ -59,10 +61,47 @@ func TestMergedRemoteUserData(t *testing.T) {
 			if tt.preserve != nil && out["Custom"] != tt.preserve {
 				t.Fatalf("Custom = %#v, want %#v", out["Custom"], tt.preserve)
 			}
+			if out["IsFavorite"] != false && out["IsFavorite"] != true {
+				t.Fatalf("IsFavorite missing: %#v", out)
+			}
 		})
 	}
 }
 
+func TestApplyMeBoxUserDataClearsSharedRemoteState(t *testing.T) {
+	out := applyMeBoxUserData(map[string]any{
+		"IsFavorite":            true,
+		"PlaybackPositionTicks": int64(42_000_000),
+		"Played":                true,
+		"PlayedPercentage":      80.0,
+		"PlayCount":             3,
+		"Key":                   "keep",
+	}, nil, false)
+	if out["IsFavorite"] != false {
+		t.Fatalf("IsFavorite = %#v, want false", out["IsFavorite"])
+	}
+	if out["PlaybackPositionTicks"] != int64(0) {
+		t.Fatalf("PlaybackPositionTicks = %#v, want 0", out["PlaybackPositionTicks"])
+	}
+	if out["Played"] != false {
+		t.Fatalf("Played = %#v, want false", out["Played"])
+	}
+	if out["PlayedPercentage"] != float64(0) {
+		t.Fatalf("PlayedPercentage = %#v, want 0", out["PlayedPercentage"])
+	}
+	if out["PlayCount"] != 0 {
+		t.Fatalf("PlayCount = %#v, want 0", out["PlayCount"])
+	}
+	if out["Key"] != "keep" {
+		t.Fatalf("Key = %#v, want keep", out["Key"])
+	}
+
+	fav := applyMeBoxUserData(map[string]any{"IsFavorite": false}, nil, true)
+	if fav["IsFavorite"] != true {
+		t.Fatalf("favorite overlay IsFavorite = %#v, want true", fav["IsFavorite"])
+	}
+}
+
 func TestRemoteItemMapsFindsEnvelopeItems(t *testing.T) {
 	remoteID := EncodeEmbyRemoteID("mount-1", "item-1")
 	payload := map[string]any{
@@ -108,3 +147,57 @@ func TestRecordProgressFallbacksToExistingHistoryDuration(t *testing.T) {
 		t.Fatalf("expected 95%% progress to be completed")
 	}
 }
+
+func TestMarkPlayedStoresRemoteItemLocallyPerUser(t *testing.T) {
+	svc := newTestEmbyService(t)
+	remoteID := EncodeEmbyRemoteID("mount-test", "item-played")
+	alice := &model.User{Username: "alice_played", Role: "user", Tier: "free", IsActive: true}
+	bob := &model.User{Username: "bob_played", Role: "user", Tier: "free", IsActive: true}
+	if err := svc.repo.User.Create(t.Context(), alice); err != nil {
+		t.Fatalf("create alice: %v", err)
+	}
+	if err := svc.repo.User.Create(t.Context(), bob); err != nil {
+		t.Fatalf("create bob: %v", err)
+	}
+
+	if err := svc.MarkPlayed(t.Context(), alice.ID, remoteID, true); err != nil {
+		t.Fatalf("mark played: %v", err)
+	}
+
+	var aliceRows, bobRows int64
+	_ = svc.repo.DB.Model(&model.PlaybackHistory{}).Where("user_id = ? AND media_id = ?", alice.ID, remoteID).Count(&aliceRows)
+	_ = svc.repo.DB.Model(&model.PlaybackHistory{}).Where("user_id = ? AND media_id = ?", bob.ID, remoteID).Count(&bobRows)
+	if aliceRows != 1 {
+		t.Fatalf("alice history rows = %d, want 1", aliceRows)
+	}
+	if bobRows != 0 {
+		t.Fatalf("bob should not see alice remote played state, rows=%d", bobRows)
+	}
+
+	payload := map[string]any{
+		"Id": remoteID,
+		"UserData": map[string]any{
+			"IsFavorite":            true,
+			"PlaybackPositionTicks": int64(50_000_000),
+			"Played":                true,
+		},
+	}
+	if err := svc.mergeRemoteUserData(t.Context(), bob.ID, payload); err != nil {
+		t.Fatalf("merge for bob: %v", err)
+	}
+	bobData := payload["UserData"].(map[string]any)
+	if bobData["IsFavorite"] != false {
+		t.Fatalf("bob IsFavorite leaked: %#v", bobData)
+	}
+	if bobData["Played"] != false || bobData["PlaybackPositionTicks"] != int64(0) {
+		t.Fatalf("bob playback leaked: %#v", bobData)
+	}
+
+	if err := svc.mergeRemoteUserData(t.Context(), alice.ID, payload); err != nil {
+		t.Fatalf("merge for alice: %v", err)
+	}
+	aliceData := payload["UserData"].(map[string]any)
+	if aliceData["Played"] != true {
+		t.Fatalf("alice Played = %#v, want true", aliceData["Played"])
+	}
+}

internal/service/favorites_sync.go

@@ -10,21 +10,14 @@ import (
 	"github.com/truewhile/MeBox/internal/repository"
 )
 
-// SyncUserFavorite keeps favourite state aligned across the local favourites table
-// and the upstream remote Emby server for mounted items.
-func SyncUserFavorite(ctx context.Context, repo *repository.Container, remote *EmbyRemoteService, userID, mediaID string, favorite bool) error {
+// SyncUserFavorite keeps favourite state in the local favourites table, keyed
+// by MeBox user_id. Remote Emby mounts share one upstream account, so favourite
+// state is intentionally not proxied upstream.
+func SyncUserFavorite(ctx context.Context, repo *repository.Container, _ *EmbyRemoteService, userID, mediaID string, favorite bool) error {
 	if repo == nil || userID == "" || mediaID == "" {
 		return errors.New("missing favourite sync inputs")
 	}
-	if err := setLocalFavorite(ctx, repo, userID, mediaID, favorite); err != nil {
-		return err
-	}
-	if favorite || IsEmbyRemoteID(mediaID) {
-		if err := proxyRemoteFavorite(ctx, remote, mediaID, favorite); err != nil {
-			return err
-		}
-	}
-	return nil
+	return setLocalFavorite(ctx, repo, userID, mediaID, favorite)
 }
 
 // IsUserFavorite reports whether the user has favourited mediaID locally.
@@ -57,18 +50,3 @@ func setLocalFavorite(ctx context.Context, repo *repository.Container, userID, m
 		Where("user_id = ? AND media_id = ?", userID, mediaID).
 		Delete(&model.Favorite{}).Error
 }
-
-func proxyRemoteFavorite(ctx context.Context, remote *EmbyRemoteService, mediaID string, favorite bool) error {
-	if remote == nil || !IsEmbyRemoteID(mediaID) {
-		return nil
-	}
-	mountID, remoteItemID, ok := DecodeEmbyRemoteID(mediaID)
-	if !ok {
-		return nil
-	}
-	_, acct, err := remote.ResolveMount(ctx, mountID)
-	if err != nil {
-		return err
-	}
-	return remote.ProxySetFavorite(ctx, acct, remoteItemID, favorite)
-}

internal/service/media_series.go

@@ -33,6 +33,7 @@ type SeriesCard struct {
 	Rep         model.Media `json:"rep"`
 	LinkMedia   model.Media `json:"linkMedia"`
 	Count       int         `json:"count"`
+	IsSeries    bool        `json:"is_series,omitempty"`
 	LastAddedAt *time.Time  `json:"last_added_at,omitempty"`
 }
 
@@ -45,6 +46,7 @@ type SeriesCardView struct {
 	Rep           model.Media `json:"rep"`
 	LinkLibraryID string      `json:"linkLibraryId,omitempty"`
 	Count         int         `json:"count"`
+	IsSeries      bool        `json:"is_series,omitempty"`
 	LastAddedAt   *time.Time  `json:"last_added_at,omitempty"`
 }
 
@@ -59,6 +61,7 @@ func NewSeriesCardViews(cards []SeriesCard) []SeriesCardView {
 			Rep:           card.Rep,
 			LinkLibraryID: mediaTargetLibraryID(card.LinkMedia),
 			Count:         card.Count,
+			IsSeries:      card.IsSeries,
 			LastAddedAt:   card.LastAddedAt,
 		}
 	}

internal/service/media_sort.go

@@ -70,7 +70,9 @@ func SortSeriesCards(cards []SeriesCard, field, order string, history map[string
 	}
 	sort.SliceStable(out, func(i, j int) bool {
 		cmp := compareSeriesByField(out[i], out[j], spec, history)
-		if cmp == 0 {
+		// updated_at 表示最后一集添加日期。远程卡片可能没有该字段，此时
+		// 保持调用方给定的顺序，不要用 ID 再次打乱。
+		if cmp == 0 && spec.Field != "updated_at" {
 			cmp = compareID(out[i].Key, out[j].Key)
 		}
 		return cmp < 0
@@ -173,7 +175,7 @@ func seriesUpdatedTime(card SeriesCard) (time.Time, bool) {
 	if card.LastAddedAt != nil && !card.LastAddedAt.IsZero() {
 		return *card.LastAddedAt, true
 	}
-	return mediaUpdatedTime(card.Rep)
+	return time.Time{}, false
 }
 
 func seriesLastPlayed(card SeriesCard, history map[string]time.Time) (time.Time, bool) {

internal/service/media_sort_test.go

@@ -2,6 +2,7 @@ package service
 
 import (
 	"testing"
+	"time"
 
 	"github.com/truewhile/MeBox/internal/model"
 )
@@ -40,3 +41,45 @@ func TestSortSeriesCardsTitleAsc(t *testing.T) {
 		t.Fatalf("series order = %q, %q", got[0].Key, got[1].Key)
 	}
 }
+
+func TestSortSeriesCardsUpdatedAtDoesNotFallbackToMediaDate(t *testing.T) {
+	olderMediaDate := time.Date(2023, time.January, 1, 0, 0, 0, 0, time.UTC)
+	newerMediaDate := time.Date(2025, time.January, 1, 0, 0, 0, 0, time.UTC)
+	cards := []SeriesCard{
+		{
+			Key: "remote-first",
+			Rep: model.Media{Base: model.Base{
+				ID:        "remote-first",
+				CreatedAt: olderMediaDate,
+				UpdatedAt: olderMediaDate,
+			}},
+		},
+		{
+			Key: "remote-second",
+			Rep: model.Media{Base: model.Base{
+				ID:        "remote-second",
+				CreatedAt: newerMediaDate,
+				UpdatedAt: newerMediaDate,
+			}},
+		},
+	}
+
+	got := SortSeriesCards(cards, "updated_at", "desc", nil)
+	if got[0].Key != "remote-first" || got[1].Key != "remote-second" {
+		t.Fatalf("series order = %q, %q, want remote-provided order", got[0].Key, got[1].Key)
+	}
+}
+
+func TestSortSeriesCardsUpdatedAtSortsKnownLastEpisodeDates(t *testing.T) {
+	older := time.Date(2024, time.January, 1, 0, 0, 0, 0, time.UTC)
+	newer := time.Date(2025, time.January, 1, 0, 0, 0, 0, time.UTC)
+	cards := []SeriesCard{
+		{Key: "older", LastAddedAt: &older},
+		{Key: "newer", LastAddedAt: &newer},
+	}
+
+	got := SortSeriesCards(cards, "updated_at", "desc", nil)
+	if got[0].Key != "newer" || got[1].Key != "older" {
+		t.Fatalf("series order = %q, %q", got[0].Key, got[1].Key)
+	}
+}

internal/service/profile.go

@@ -144,6 +144,85 @@ func (p *ProfileService) SetPinnedLibraryIDs(ctx context.Context, userID string,
 	return normalized, nil
 }
 
+// GetLibraryTags returns the user's library tag groups, filtered to libraries
+// the user can still access. Empty tags are kept so an editor does not lose a
+// tag that was just created.
+func (p *ProfileService) GetLibraryTags(ctx context.Context, userID string) ([]model.LibraryTagSet, error) {
+	user, err := p.repo.User.FindByID(ctx, userID)
+	if err != nil {
+		return nil, err
+	}
+	if user == nil {
+		return nil, errors.New("user not found")
+	}
+	tags := model.NormalizeLibraryTags(user.DecodeLibraryTags())
+	if len(tags) == 0 {
+		return []model.LibraryTagSet{}, nil
+	}
+	visibility := UserDefaultMediaVisibility(ctx, p.repo, userID)
+	accessible, err := p.accessibleLibraryIDSet(ctx, visibility)
+	if err != nil {
+		return nil, err
+	}
+	for i := range tags {
+		tags[i].LibraryIDs = filterPinnedLibraryIDs(tags[i].LibraryIDs, accessible)
+		if tags[i].LibraryIDs == nil {
+			tags[i].LibraryIDs = []string{}
+		}
+	}
+	return tags, nil
+}
+
+// SetLibraryTags persists the user's library tag groups after dropping
+// inaccessible libraries. A library belongs to at most one tag: the first tag
+// that lists it wins, so the saved state always matches the tab UI.
+func (p *ProfileService) SetLibraryTags(ctx context.Context, userID string, tags []model.LibraryTagSet) ([]model.LibraryTagSet, error) {
+	if userID == "" {
+		return nil, errors.New("missing user id")
+	}
+	user, err := p.repo.User.FindByID(ctx, userID)
+	if err != nil {
+		return nil, err
+	}
+	if user == nil {
+		return nil, errors.New("user not found")
+	}
+	visibility := UserDefaultMediaVisibility(ctx, p.repo, userID)
+	accessible, err := p.accessibleLibraryIDSet(ctx, visibility)
+	if err != nil {
+		return nil, err
+	}
+	normalized := model.NormalizeLibraryTags(tags)
+	if len(normalized) > model.MaxLibraryTags {
+		normalized = normalized[:model.MaxLibraryTags]
+	}
+	claimed := make(map[string]struct{})
+	for i := range normalized {
+		filtered := make([]string, 0, len(normalized[i].LibraryIDs))
+		for _, id := range filterPinnedLibraryIDs(normalized[i].LibraryIDs, accessible) {
+			if _, taken := claimed[id]; taken {
+				continue
+			}
+			claimed[id] = struct{}{}
+			filtered = append(filtered, id)
+		}
+		normalized[i].LibraryIDs = filtered
+	}
+	raw, err := model.EncodeLibraryTags(normalized)
+	if err != nil {
+		return nil, err
+	}
+	if err := p.repo.User.UpdateFields(ctx, userID, map[string]any{
+		"library_tags": raw,
+	}); err != nil {
+		return nil, err
+	}
+	if normalized == nil {
+		normalized = []model.LibraryTagSet{}
+	}
+	return normalized, nil
+}
+
 func (p *ProfileService) accessibleLibraryIDSet(ctx context.Context, visibility MediaVisibility) (map[string]struct{}, error) {
 	libs, err := p.repo.Library.List(ctx)
 	if err != nil {

internal/service/profile_library_tags_test.go

@@ -0,0 +1,150 @@
+package service
+
+import (
+	"testing"
+
+	"github.com/glebarez/sqlite"
+	"gorm.io/gorm"
+
+	"github.com/truewhile/MeBox/internal/model"
+	"github.com/truewhile/MeBox/internal/repository"
+	"go.uber.org/zap"
+)
+
+func TestProfileLibraryTagsFiltersInaccessibleAndKeepsOneTagPerLibrary(t *testing.T) {
+	db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if err := db.AutoMigrate(&model.User{}, &model.Library{}, &model.EmbyMount{}); err != nil {
+		t.Fatal(err)
+	}
+	repos := repository.New(db)
+	svc := NewProfileService(zap.NewNop(), repos)
+
+	user := &model.User{Username: "viewer", PasswordHash: "hash", Role: "user"}
+	if err := repos.User.Create(t.Context(), user); err != nil {
+		t.Fatal(err)
+	}
+	libA := &model.Library{Name: "Movies", Path: "/media/movies", Type: "movie", Enabled: true}
+	libB := &model.Library{Name: "TV", Path: "/media/tv", Type: "tv", Enabled: true}
+	libHidden := &model.Library{Name: "Adult", Path: "/media/adult", Type: "movie", Enabled: true}
+	for _, lib := range []*model.Library{libA, libB, libHidden} {
+		if err := repos.Library.Create(t.Context(), lib); err != nil {
+			t.Fatal(err)
+		}
+	}
+	if err := repos.User.UpdateFields(t.Context(), user.ID, map[string]any{
+		"allowed_library_ids": `["` + libA.ID + `","` + libB.ID + `"]`,
+	}); err != nil {
+		t.Fatal(err)
+	}
+
+	got, err := svc.SetLibraryTags(t.Context(), user.ID, []model.LibraryTagSet{
+		{Name: " 热门 ", LibraryIDs: []string{libA.ID, libHidden.ID, "missing", libA.ID}},
+		{Name: "热门", LibraryIDs: []string{libB.ID, libA.ID}},
+		{Name: "", LibraryIDs: []string{libB.ID}},
+	})
+	if err != nil {
+		t.Fatalf("SetLibraryTags: %v", err)
+	}
+	if len(got) != 1 {
+		t.Fatalf("SetLibraryTags returned %d tags, want 1 (%#v)", len(got), got)
+	}
+	if got[0].Name != "热门" {
+		t.Fatalf("tag name = %q, want 热门", got[0].Name)
+	}
+	// libA 已在第一个标签里占位，第二个标签里的 libA 应被丢弃。
+	want := []string{libA.ID, libB.ID}
+	if len(got[0].LibraryIDs) != len(want) {
+		t.Fatalf("tag ids = %v, want %v", got[0].LibraryIDs, want)
+	}
+	for i := range want {
+		if got[0].LibraryIDs[i] != want[i] {
+			t.Fatalf("tag ids = %v, want %v", got[0].LibraryIDs, want)
+		}
+	}
+
+	loaded, err := svc.GetLibraryTags(t.Context(), user.ID)
+	if err != nil {
+		t.Fatalf("GetLibraryTags: %v", err)
+	}
+	if len(loaded) != 1 || loaded[0].Name != "热门" || len(loaded[0].LibraryIDs) != len(want) {
+		t.Fatalf("GetLibraryTags = %#v, want one tag with %v", loaded, want)
+	}
+}
+
+func TestProfileLibraryTagsKeepsEmptyTagAndMountedEmby(t *testing.T) {
+	db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if err := db.AutoMigrate(&model.User{}, &model.Library{}, &model.EmbyMount{}); err != nil {
+		t.Fatal(err)
+	}
+	repos := repository.New(db)
+	svc := NewProfileService(zap.NewNop(), repos)
+
+	user := &model.User{Username: "viewer", PasswordHash: "hash", Role: "user"}
+	if err := repos.User.Create(t.Context(), user); err != nil {
+		t.Fatal(err)
+	}
+	mount := &model.EmbyMount{
+		AccountID:      "acct-1",
+		RemoteViewID:   "view-42",
+		RemoteViewName: "Remote Movies",
+		Enabled:        true,
+	}
+	if err := repos.EmbyMount.Create(t.Context(), mount); err != nil {
+		t.Fatal(err)
+	}
+	remoteID := EncodeEmbyRemoteID(mount.ID, mount.RemoteViewID)
+
+	got, err := svc.SetLibraryTags(t.Context(), user.ID, []model.LibraryTagSet{
+		{Name: "远程", LibraryIDs: []string{remoteID, "embyremote~missing~view"}},
+		{Name: "以后再用", LibraryIDs: []string{}},
+	})
+	if err != nil {
+		t.Fatalf("SetLibraryTags: %v", err)
+	}
+	if len(got) != 2 {
+		t.Fatalf("SetLibraryTags = %#v, want 2 tags", got)
+	}
+	if len(got[0].LibraryIDs) != 1 || got[0].LibraryIDs[0] != remoteID {
+		t.Fatalf("remote tag ids = %v, want [%s]", got[0].LibraryIDs, remoteID)
+	}
+	if got[1].Name != "以后再用" || len(got[1].LibraryIDs) != 0 {
+		t.Fatalf("empty tag should survive as-is, got %#v", got[1])
+	}
+
+	loaded, err := svc.GetLibraryTags(t.Context(), user.ID)
+	if err != nil {
+		t.Fatalf("GetLibraryTags: %v", err)
+	}
+	if len(loaded) != 2 || len(loaded[1].LibraryIDs) != 0 {
+		t.Fatalf("GetLibraryTags = %#v, want the empty tag preserved", loaded)
+	}
+}
+
+func TestProfileLibraryTagsEmptyStateReturnsEmptySlice(t *testing.T) {
+	db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if err := db.AutoMigrate(&model.User{}, &model.Library{}, &model.EmbyMount{}); err != nil {
+		t.Fatal(err)
+	}
+	repos := repository.New(db)
+	svc := NewProfileService(zap.NewNop(), repos)
+
+	user := &model.User{Username: "viewer", PasswordHash: "hash", Role: "user"}
+	if err := repos.User.Create(t.Context(), user); err != nil {
+		t.Fatal(err)
+	}
+	if tags, err := svc.GetLibraryTags(t.Context(), user.ID); err != nil || tags == nil || len(tags) != 0 {
+		t.Fatalf("GetLibraryTags = %#v, %v; want empty non-nil slice", tags, err)
+	}
+	if tags, err := svc.SetLibraryTags(t.Context(), user.ID, nil); err != nil || tags == nil || len(tags) != 0 {
+		t.Fatalf("SetLibraryTags(nil) = %#v, %v; want empty non-nil slice", tags, err)
+	}
+}

web/src/api/danmaku.ts

@@ -71,6 +71,7 @@ export interface DanmakuConfig {
   font_size: string
   area: string
   volume: number
+  playback_rate: number
   /** Per-user preference: merge the same episode's multiple sources. */
   merge_sources: boolean
 }
@@ -87,6 +88,7 @@ export interface DanmakuSettingsPatch {
   area?: number
   merge_sources?: boolean
   volume?: number
+  playback_rate?: number
 }
 
 // danmakuAPI fetches danmaku comments for a media item. The backend resolves

web/src/api/profile.ts

@@ -1,5 +1,5 @@
 import { api } from './client'
-import type { User } from '../types'
+import type { LibraryTagSet, User } from '../types'
 
 export const profileAPI = {
   get: () => api.get<User>('/me').then((r) => r.data),
@@ -21,6 +21,12 @@ export const profileAPI = {
   setPinnedLibraries: (libraryIds: string[]) =>
     api.put<{ library_ids: string[] }>('/me/pinned-libraries', { library_ids: libraryIds }).then((r) => r.data.library_ids ?? []),
 
+  getLibraryTags: () =>
+    api.get<{ tags: LibraryTagSet[] | null }>('/me/library-tags').then((r) => r.data.tags ?? []),
+
+  setLibraryTags: (tags: LibraryTagSet[]) =>
+    api.put<{ tags: LibraryTagSet[] | null }>('/me/library-tags', { tags }).then((r) => r.data.tags ?? []),
+
   adminUpdateRole: (id: string, role: 'admin' | 'user') =>
     api.patch<User>(`/admin/users/${id}/role`, { role }).then((r) => r.data),
 }

web/src/components/GlobalEvents.tsx

@@ -37,6 +37,7 @@ export function GlobalEvents() {
       }
     }
     if (topic === 'scrape' && p.finished) {
+      if (role !== 'admin') return
       const processed = Number(p.processed ?? 0)
       const matched = Number(p.matched ?? 0)
       const failed = Number(p.failed ?? 0)
@@ -51,6 +52,7 @@ export function GlobalEvents() {
       }
     }
     if (topic === 'subscription') {
+      if (role !== 'admin') return
       const queued = (p.queued as number | undefined) ?? 0
       if (queued > 0) toast.success(`订阅「${p.name}」已加入 ${queued} 项下载`)
     }

web/src/components/Layout.tsx

@@ -87,7 +87,11 @@ export function Layout() {
             pathname={location.pathname}
           />
         )}
-        <LayoutWorkspace routeKey={location.pathname} showMobileBottomNav={showMobileBottomNav} />
+        <LayoutWorkspace
+          routeKey={location.pathname}
+          userKey={user?.id}
+          showMobileBottomNav={showMobileBottomNav}
+        />
         {showMobileBottomNav && (
           <MobileBottomNav onOpenMenu={() => sidebar.setIsMobileDrawerOpen(true)} />
         )}

web/src/components/LayoutSections.tsx

@@ -4,6 +4,7 @@ import clsx from 'clsx'
 import { LayoutSidebarContent, type LayoutSidebarContentProps } from './LayoutSidebarContent'
 import { isPlayerRoute } from './layoutNavigation'
 import { RouteErrorBoundary } from './RouteErrorBoundary'
+import { useScrollMemory } from '../hooks/useScrollMemory'
 import type { useLayoutSidebar } from './useLayoutSidebar'
 
 type LayoutSidebarState = ReturnType<typeof useLayoutSidebar>
@@ -30,6 +31,7 @@ type LayoutSidebarsProps = Omit<
 
 type LayoutWorkspaceProps = {
   routeKey: string
+  userKey?: string
   showMobileBottomNav?: boolean
 }
 
@@ -109,7 +111,13 @@ export function LayoutSidebars({
   )
 }
 
-export function LayoutWorkspace({ routeKey, showMobileBottomNav = false }: LayoutWorkspaceProps) {
+export function LayoutWorkspace({
+  routeKey,
+  userKey = 'anonymous',
+  showMobileBottomNav = false,
+}: LayoutWorkspaceProps) {
+  useScrollMemory(routeKey, userKey)
+
   const bottomPad = showMobileBottomNav
     ? 'pb-[calc(3.75rem+env(safe-area-inset-bottom,0px))] lg:pb-10'
     : ''

web/src/components/LibraryListSortDropdown.tsx

@@ -0,0 +1,108 @@
+import { useEffect, useRef, useState } from 'react'
+import { ArrowDown, ArrowUp, ArrowUpDown, Check } from 'lucide-react'
+
+import {
+  LIBRARY_LIST_SORT_OPTIONS,
+  type LibraryListSortField,
+  type LibraryListSortOption,
+  type LibraryListSortOrder,
+} from '../utils/libraryListSort'
+
+type LibraryListSortDropdownProps = {
+  value: LibraryListSortField
+  order: LibraryListSortOrder
+  onChange: (field: LibraryListSortField, order: LibraryListSortOrder) => void
+  className?: string
+}
+
+export function LibraryListSortDropdown({
+  value,
+  order,
+  onChange,
+  className = '',
+}: LibraryListSortDropdownProps) {
+  const [isOpen, setIsOpen] = useState(false)
+  const dropdownRef = useRef<HTMLDivElement>(null)
+  const currentOption = LIBRARY_LIST_SORT_OPTIONS.find((opt) => opt.id === value) ?? LIBRARY_LIST_SORT_OPTIONS[0]
+
+  useEffect(() => {
+    const handleClickOutside = (event: MouseEvent) => {
+      if (dropdownRef.current && !dropdownRef.current.contains(event.target as Node)) {
+        setIsOpen(false)
+      }
+    }
+    if (isOpen) {
+      document.addEventListener('mousedown', handleClickOutside)
+    }
+    return () => {
+      document.removeEventListener('mousedown', handleClickOutside)
+    }
+  }, [isOpen])
+
+  const handleSelect = (option: LibraryListSortOption) => {
+    if (value === option.id) {
+      onChange(option.id, order === 'asc' ? 'desc' : 'asc')
+    } else {
+      onChange(option.id, option.defaultOrder)
+    }
+    setIsOpen(false)
+  }
+
+  return (
+    <div className={`relative inline-block text-left ${className}`} ref={dropdownRef}>
+      <button
+        type="button"
+        onClick={() => setIsOpen((prev) => !prev)}
+        className="inline-flex h-9 items-center gap-1.5 rounded-xl border border-sand-200 bg-white/90 px-3 py-1.5 text-xs font-semibold text-ink-600 shadow-sm transition-all hover:border-brand-300 hover:bg-brand-50/50 hover:text-brand-700 sm:h-10 sm:text-sm"
+        title="更改媒体库列表排序"
+      >
+        <ArrowUpDown size={14} className="text-sand-500" />
+        <span>排序: {currentOption.label}</span>
+        {order === 'asc' ? (
+          <ArrowUp size={13} className="font-bold text-brand-600" />
+        ) : (
+          <ArrowDown size={13} className="font-bold text-brand-600" />
+        )}
+      </button>
+
+      {isOpen && (
+        <div className="absolute left-0 z-50 mt-1.5 w-44 max-w-[calc(100vw-2rem)] origin-top-left rounded-2xl border border-sand-200/80 bg-white/95 p-1.5 shadow-xl backdrop-blur-md transition-all animate-in fade-in-0 zoom-in-95 sm:left-auto sm:right-0 sm:origin-top-right">
+          <div className="border-b border-sand-100 px-2.5 py-1.5 text-[11px] font-bold text-sand-500">
+            排序方式
+          </div>
+          <div className="space-y-0.5 py-1">
+            {LIBRARY_LIST_SORT_OPTIONS.map((option) => {
+              const isSelected = value === option.id
+              return (
+                <button
+                  key={option.id}
+                  type="button"
+                  onClick={() => handleSelect(option)}
+                  className={`flex w-full items-center justify-between rounded-xl px-3 py-2 text-xs font-medium transition-colors ${
+                    isSelected
+                      ? 'bg-brand-50 font-semibold text-brand-700'
+                      : 'text-ink-600 hover:bg-sand-50 hover:text-brand-600'
+                  }`}
+                >
+                  <div className="flex items-center gap-2">
+                    {isSelected && <Check size={13} className="text-brand-600" />}
+                    <span className={isSelected ? '' : 'pl-5'}>{option.label}</span>
+                  </div>
+                  {isSelected && (
+                    <div className="flex items-center text-brand-600">
+                      {order === 'asc' ? (
+                        <ArrowUp size={14} className="stroke-[2.5]" />
+                      ) : (
+                        <ArrowDown size={14} className="stroke-[2.5]" />
+                      )}
+                    </div>
+                  )}
+                </button>
+              )
+            })}
+          </div>
+        </div>
+      )}
+    </div>
+  )
+}

web/src/components/LibraryTagBar.tsx

@@ -0,0 +1,164 @@
+import { useEffect, useMemo, useRef, useState } from 'react'
+import { Layers, Plus, Settings2, X } from 'lucide-react'
+
+import { MAX_LIBRARY_TAGS } from '../utils/libraryTags'
+import type { LibraryTagTab } from '../utils/libraryTags'
+
+/**
+ * 媒体库标签栏：固定「全部」+ 每个标签一个页签，选中后只展示该标签下的媒体库。
+ * 只是管理员/普通用户都能用的展示层过滤，不改动媒体库本身。
+ */
+export function LibraryTagBar({
+  tabs,
+  selectedTagId,
+  onSelect,
+  onCreate,
+  onManage,
+  manageLabel = '管理标签',
+  showCreate = true,
+  busy = false,
+}: {
+  tabs: LibraryTagTab[]
+  selectedTagId: string
+  onSelect: (tagId: string) => void
+  onCreate?: (name: string) => void
+  onManage?: () => void
+  manageLabel?: string
+  showCreate?: boolean
+  busy?: boolean
+}) {
+  const [creating, setCreating] = useState(false)
+  const [draft, setDraft] = useState('')
+  const inputRef = useRef<HTMLInputElement | null>(null)
+  // 同一帧内 blur 与 Enter 都可能触发提交：用一个标记保证只提交一次。
+  const submittedRef = useRef(false)
+
+  useEffect(() => {
+    if (creating) {
+      submittedRef.current = false
+      inputRef.current?.focus()
+    }
+  }, [creating])
+
+  const hasTags = useMemo(() => tabs.some((tab) => !tab.isAll), [tabs])
+
+  const submit = () => {
+    if (submittedRef.current) return
+    submittedRef.current = true
+    const name = draft.trim()
+    setDraft('')
+    setCreating(false)
+    if (!name) return
+    onCreate?.(name)
+  }
+
+  const cancel = () => {
+    submittedRef.current = true
+    setDraft('')
+    setCreating(false)
+  }
+
+  return (
+    <div className="flex flex-wrap items-center gap-2 border-b border-[var(--app-border)] pb-3">
+      <div className="flex flex-wrap items-center gap-1.5">
+        {tabs.map((tab) => {
+          const active = tab.id === selectedTagId
+          return (
+            <button
+              key={tab.id}
+              type="button"
+              onClick={() => onSelect(tab.id)}
+              aria-pressed={active}
+              className={`inline-flex items-center gap-1.5 rounded-xl border px-3 py-1.5 text-xs font-bold transition-colors ${
+                active
+                  ? 'border-brand-500/60 bg-brand-500/10 text-brand-600'
+                  : 'border-[var(--app-border)] bg-[var(--app-panel-soft)] text-[var(--app-subtle)] hover:border-brand-500/40 hover:text-[var(--app-text)]'
+              }`}
+              title={tab.isAll ? '显示全部媒体库' : `只看「${tab.name}」标签下的媒体库`}
+            >
+              {tab.isAll && <Layers size={13} />}
+              <span className="max-w-[8rem] truncate">{tab.name}</span>
+              <span className={`font-mono text-[10px] ${active ? 'text-brand-500' : 'text-[var(--app-muted)]'}`}>
+                {tab.count}
+              </span>
+            </button>
+          )
+        })}
+      </div>
+
+      {(showCreate || onManage) && (
+        <div className="flex flex-wrap items-center gap-1.5">
+          {showCreate && onCreate && (creating || !hasTags) && (
+            <div className="inline-flex items-center gap-1 rounded-xl border border-[var(--app-border)] bg-[var(--app-panel-soft)] px-2 py-1">
+              <input
+                ref={inputRef}
+                value={draft}
+                onChange={(event) => setDraft(event.target.value)}
+                onKeyDown={(event) => {
+                  if (event.key === 'Enter') {
+                    event.preventDefault()
+                    submit()
+                  }
+                  if (event.key === 'Escape') {
+                    event.preventDefault()
+                    setDraft('')
+                    setCreating(false)
+                  }
+                }}
+                onBlur={() => submit()}
+                maxLength={24}
+                placeholder="新标签名"
+                className="h-6 w-24 bg-transparent text-xs font-semibold text-[var(--app-text)] outline-none placeholder:text-[var(--app-muted)]"
+                title={`最多 24 个字，当前最多 ${MAX_LIBRARY_TAGS} 个标签`}
+              />
+              <button
+                type="button"
+                onMouseDown={(event) => event.preventDefault()}
+                onClick={submit}
+                disabled={busy || !draft.trim()}
+                className="rounded-lg p-1 text-brand-500 transition-colors hover:bg-[var(--app-hover)] disabled:opacity-40"
+                title="创建标签"
+              >
+                <Plus size={13} />
+              </button>
+              <button
+                type="button"
+                onMouseDown={(event) => event.preventDefault()}
+                onClick={cancel}
+                className="rounded-lg p-1 text-[var(--app-muted)] transition-colors hover:bg-[var(--app-hover)]"
+                title="取消"
+              >
+                <X size={13} />
+              </button>
+            </div>
+          )}
+
+          {showCreate && onCreate && !creating && hasTags && (
+            <button
+              type="button"
+              onClick={() => setCreating(true)}
+              disabled={busy || tabs.length - 1 >= MAX_LIBRARY_TAGS}
+              className="inline-flex items-center gap-1 rounded-xl border border-dashed border-[var(--app-border)] px-2.5 py-1.5 text-xs font-bold text-[var(--app-muted)] transition-colors hover:border-brand-500/50 hover:text-brand-500 disabled:opacity-40"
+              title="新建标签"
+            >
+              <Plus size={13} />
+              <span>新建标签</span>
+            </button>
+          )}
+
+          {onManage && (
+            <button
+              type="button"
+              onClick={onManage}
+              className="inline-flex items-center gap-1 rounded-xl border border-[var(--app-border)] bg-[var(--app-panel-soft)] px-2.5 py-1.5 text-xs font-bold text-[var(--app-subtle)] transition-colors hover:border-brand-500/40 hover:text-brand-500"
+              title="重命名 / 删除标签，调整标签下的媒体库"
+            >
+              <Settings2 size={13} />
+              <span>{manageLabel}</span>
+            </button>
+          )}
+        </div>
+      )}
+    </div>
+  )
+}

web/src/components/ManageLibraryTagsDialogView.tsx

@@ -0,0 +1,488 @@
+import { useCallback, useEffect, useMemo, useState } from 'react'
+import { Check, Loader2, Pencil, Plus, Tag, Trash2, X } from 'lucide-react'
+import toast from 'react-hot-toast'
+
+import { confirmAction } from './confirmAction'
+import type { Library } from '../types'
+import {
+  MAX_LIBRARY_TAGS,
+  filterLibrariesForTagging,
+  normalizeTagName,
+  tagNameError,
+  type LibraryTag,
+} from '../utils/libraryTags'
+
+export type ManageLibraryTagsDialogProps = {
+  tags: LibraryTag[]
+  libraries: Library[]
+  saving: boolean
+  onCreate: (name: string) => Promise<string>
+  onRename: (from: string, to: string) => Promise<void>
+  onRemove: (name: string) => Promise<void>
+  /** 单个媒体库归类；tagName 为空表示移出所有标签。 */
+  onAssign: (libraryId: string, tagName: string) => Promise<void>
+  /** 批量归类；tagName 为空表示批量移出所有标签。一次写入。 */
+  onAssignBatch: (libraryIds: string[], tagName: string) => Promise<void>
+  onClose: () => void
+}
+
+/** 「未分类」在筛选/批量目标里的哨兵值，与标签名不会冲突。 */
+const UNTAGGED = '__untagged__'
+
+/**
+ * 标签管理对话框：左侧维护标签（新建 / 重命名 / 删除），右侧把媒体库归入
+ * 某个标签。一个媒体库同时只属于一个标签，未选择即为「未分类」。
+ *
+ * 右侧支持搜索、按当前标签筛选、多选后一次性批量归类，避免逐条点击下拉框。
+ */
+export function ManageLibraryTagsDialogView({
+  tags,
+  libraries,
+  saving,
+  onCreate,
+  onRename,
+  onRemove,
+  onAssign,
+  onAssignBatch,
+  onClose,
+}: ManageLibraryTagsDialogProps) {
+  const [draftName, setDraftName] = useState('')
+  const [renaming, setRenaming] = useState('')
+  const [renameDraft, setRenameDraft] = useState('')
+  const [busyLibrary, setBusyLibrary] = useState('')
+  const [keyword, setKeyword] = useState('')
+  const [tagFilter, setTagFilter] = useState('')
+  const [selectedIds, setSelectedIds] = useState<string[]>([])
+  const [batchTag, setBatchTag] = useState('')
+  const [applying, setApplying] = useState(false)
+
+  useEffect(() => {
+    const onKeyDown = (event: KeyboardEvent) => {
+      if (event.key === 'Escape') onClose()
+    }
+    window.addEventListener('keydown', onKeyDown)
+    return () => window.removeEventListener('keydown', onKeyDown)
+  }, [onClose])
+
+  const tagByLibrary = useMemo(() => {
+    const map = new Map<string, string>()
+    for (const tag of tags) {
+      for (const id of tag.library_ids) {
+        if (!map.has(id)) map.set(id, tag.name)
+      }
+    }
+    return map
+  }, [tags])
+
+  // 标签被删除/重命名后，批量目标与筛选值可能已经失效，落回默认项。
+  useEffect(() => {
+    if (batchTag && batchTag !== UNTAGGED && !tags.some((tag) => tag.name === batchTag)) {
+      setBatchTag('')
+    }
+    if (tagFilter && tagFilter !== UNTAGGED && !tags.some((tag) => tag.name === tagFilter)) {
+      setTagFilter('')
+    }
+  }, [tags, batchTag, tagFilter])
+
+  // 媒体库被删除后清掉已选项，避免批量应用时带着不存在的 ID。
+  useEffect(() => {
+    const available = new Set(libraries.map((lib) => lib.id))
+    setSelectedIds((prev) => {
+      const next = prev.filter((id) => available.has(id))
+      return next.length === prev.length ? prev : next
+    })
+  }, [libraries])
+
+  const visibleLibraries = useMemo(() => {
+    const searched = filterLibrariesForTagging(libraries, keyword)
+    if (!tagFilter) return searched
+    return searched.filter((lib) => {
+      const current = tagByLibrary.get(lib.id) ?? ''
+      return tagFilter === UNTAGGED ? current === '' : current === tagFilter
+    })
+  }, [libraries, keyword, tagFilter, tagByLibrary])
+
+  const selectedSet = useMemo(() => new Set(selectedIds), [selectedIds])
+  const visibleSelectedCount = visibleLibraries.reduce(
+    (sum, lib) => sum + (selectedSet.has(lib.id) ? 1 : 0),
+    0,
+  )
+  const allVisibleSelected = visibleLibraries.length > 0 && visibleSelectedCount === visibleLibraries.length
+
+  const toggleLibrary = useCallback((libraryId: string) => {
+    setSelectedIds((prev) =>
+      prev.includes(libraryId) ? prev.filter((id) => id !== libraryId) : [...prev, libraryId],
+    )
+  }, [])
+
+  const toggleVisible = useCallback(() => {
+    const visibleIds = visibleLibraries.map((lib) => lib.id)
+    setSelectedIds((prev) => {
+      const current = new Set(prev)
+      const everySelected = visibleIds.length > 0 && visibleIds.every((id) => current.has(id))
+      if (everySelected) return prev.filter((id) => !visibleIds.includes(id))
+      for (const id of visibleIds) current.add(id)
+      return Array.from(current)
+    })
+  }, [visibleLibraries])
+
+  const handleCreate = async () => {
+    const error = tagNameError(draftName, tags)
+    if (error) {
+      toast.error(error)
+      return
+    }
+    if (tags.length >= MAX_LIBRARY_TAGS) {
+      toast.error(`最多 ${MAX_LIBRARY_TAGS} 个标签`)
+      return
+    }
+    const created = await onCreate(normalizeTagName(draftName))
+    if (created) {
+      setDraftName('')
+      toast.success(`标签「${created}」已创建`)
+    } else {
+      toast.error('标签创建失败')
+    }
+  }
+
+  const handleRename = async (from: string) => {
+    const error = tagNameError(renameDraft, tags, from)
+    if (error) {
+      toast.error(error)
+      return
+    }
+    await onRename(from, renameDraft)
+    setRenaming('')
+    setRenameDraft('')
+  }
+
+  const handleRemove = async (tag: LibraryTag) => {
+    const confirmed = await confirmAction({
+      title: '删除标签',
+      message: `确定删除标签「${tag.name}」？\n媒体库本身不会被删除，只会回到「未分类」。`,
+      confirmText: '删除',
+    })
+    if (!confirmed) return
+    await onRemove(tag.name)
+  }
+
+  const handleAssign = async (library: Library, tagName: string) => {
+    setBusyLibrary(library.id)
+    try {
+      await onAssign(library.id, tagName)
+    } finally {
+      setBusyLibrary('')
+    }
+  }
+
+  const handleApplyBatch = async () => {
+    if (selectedIds.length === 0 || applying) return
+    setApplying(true)
+    try {
+      await onAssignBatch(selectedIds, batchTag)
+      const count = selectedIds.length
+      toast.success(
+        batchTag ? `已将 ${count} 个媒体库归入「${batchTag}」` : `已将 ${count} 个媒体库移出标签`,
+      )
+      setSelectedIds([])
+    } finally {
+      setApplying(false)
+    }
+  }
+
+  const busy = saving || applying
+
+  return (
+    <div
+      className="fixed inset-0 z-[100] flex items-center justify-center bg-black/35 p-2 backdrop-blur-sm sm:p-4"
+      onClick={onClose}
+    >
+      <div
+        role="dialog"
+        aria-modal="true"
+        className="flex h-[calc(100dvh-1rem)] w-full max-w-5xl flex-col overflow-hidden rounded-2xl border border-white/70 bg-[var(--app-panel)] shadow-2xl sm:h-[82vh] sm:rounded-3xl"
+        onClick={(event) => event.stopPropagation()}
+      >
+        <div className="flex items-center justify-between border-b border-[var(--app-border)] px-4 py-3 sm:px-6 sm:py-4">
+          <div className="flex items-center gap-2">
+            <Tag size={18} className="text-brand-500" />
+            <h3 className="font-display text-base font-bold text-[var(--app-text)] sm:text-lg">管理标签</h3>
+            {busy && <Loader2 size={14} className="animate-spin text-[var(--app-muted)]" />}
+          </div>
+          <button
+            type="button"
+            onClick={onClose}
+            className="rounded-xl p-1.5 text-[var(--app-muted)] transition hover:bg-[var(--app-hover)] hover:text-[var(--app-text)]"
+            title="关闭"
+          >
+            <X size={20} />
+          </button>
+        </div>
+
+        <div className="grid flex-1 grid-cols-1 gap-4 overflow-hidden p-3 sm:p-6 md:grid-cols-[minmax(0,1fr)_minmax(0,1.5fr)]">
+          <section className="flex min-h-0 flex-col gap-3">
+            <h4 className="text-xs font-bold uppercase tracking-widest text-[var(--app-muted)]">标签</h4>
+            <div className="flex items-center gap-1.5">
+              <input
+                value={draftName}
+                onChange={(event) => setDraftName(event.target.value)}
+                onKeyDown={(event) => {
+                  if (event.key === 'Enter') {
+                    event.preventDefault()
+                    void handleCreate()
+                  }
+                }}
+                maxLength={24}
+                placeholder="新建标签名"
+                className="input-base !py-2 text-sm"
+              />
+              <button
+                type="button"
+                onClick={() => void handleCreate()}
+                disabled={busy || !draftName.trim()}
+                className="btn-outline shrink-0 !px-3 !py-2 text-xs"
+                title="创建标签"
+              >
+                <Plus size={14} />
+                新建
+              </button>
+            </div>
+
+            <div className="min-h-0 flex-1 space-y-1.5 overflow-y-auto pr-1">
+              {tags.length === 0 ? (
+                <p className="rounded-xl border border-dashed border-[var(--app-border)] px-3 py-6 text-center text-xs text-[var(--app-muted)]">
+                  还没有标签。先创建一个，再把媒体库归入其中。
+                </p>
+              ) : (
+                tags.map((tag) => (
+                  <div
+                    key={tag.name}
+                    className="flex items-center gap-2 rounded-xl border border-[var(--app-border)] bg-[var(--app-panel-soft)] px-2.5 py-2"
+                  >
+                    {renaming === tag.name ? (
+                      <>
+                        <input
+                          autoFocus
+                          value={renameDraft}
+                          onChange={(event) => setRenameDraft(event.target.value)}
+                          onKeyDown={(event) => {
+                            if (event.key === 'Enter') {
+                              event.preventDefault()
+                              void handleRename(tag.name)
+                            }
+                            if (event.key === 'Escape') {
+                              setRenaming('')
+                              setRenameDraft('')
+                            }
+                          }}
+                          maxLength={24}
+                          className="min-w-0 flex-1 rounded-lg border border-[var(--app-border)] bg-[var(--app-panel)] px-2 py-1 text-xs font-semibold text-[var(--app-text)] outline-none focus:border-brand-500"
+                        />
+                        <button
+                          type="button"
+                          onClick={() => void handleRename(tag.name)}
+                          className="rounded-lg p-1 text-brand-500 transition-colors hover:bg-[var(--app-hover)]"
+                          title="保存名称"
+                        >
+                          <Check size={14} />
+                        </button>
+                        <button
+                          type="button"
+                          onClick={() => {
+                            setRenaming('')
+                            setRenameDraft('')
+                          }}
+                          className="rounded-lg p-1 text-[var(--app-muted)] transition-colors hover:bg-[var(--app-hover)]"
+                          title="取消"
+                        >
+                          <X size={14} />
+                        </button>
+                      </>
+                    ) : (
+                      <>
+                        <button
+                          type="button"
+                          onClick={() => setTagFilter(tag.name)}
+                          className="min-w-0 flex-1 truncate text-left text-sm font-bold text-[var(--app-text)] transition-colors hover:text-brand-500"
+                          title={`只看「${tag.name}」标签下的媒体库`}
+                        >
+                          {tag.name}
+                        </button>
+                        <span className="shrink-0 font-mono text-[10px] text-[var(--app-muted)]">
+                          {tag.library_ids.length}
+                        </span>
+                        <button
+                          type="button"
+                          onClick={() => {
+                            setRenaming(tag.name)
+                            setRenameDraft(tag.name)
+                          }}
+                          className="rounded-lg p-1 text-[var(--app-muted)] transition-colors hover:bg-[var(--app-hover)] hover:text-brand-500"
+                          title="重命名"
+                        >
+                          <Pencil size={13} />
+                        </button>
+                        <button
+                          type="button"
+                          onClick={() => void handleRemove(tag)}
+                          className="rounded-lg p-1 text-[var(--app-muted)] transition-colors hover:bg-[var(--app-hover)] hover:text-red-500"
+                          title="删除标签"
+                        >
+                          <Trash2 size={13} />
+                        </button>
+                      </>
+                    )}
+                  </div>
+                ))
+              )}
+            </div>
+          </section>
+
+          <section className="flex min-h-0 flex-col gap-3 border-t border-[var(--app-border)] pt-4 md:border-l md:border-t-0 md:pl-4 md:pt-0">
+            <div className="flex flex-wrap items-center justify-between gap-2">
+              <h4 className="text-xs font-bold uppercase tracking-widest text-[var(--app-muted)]">
+                媒体库归类（{libraries.length}）
+              </h4>
+              <span className="text-xs text-[var(--app-muted)]">勾选多个后可一次性设置标签</span>
+            </div>
+
+            <div className="flex flex-wrap items-center gap-1.5">
+              <input
+                value={keyword}
+                onChange={(event) => setKeyword(event.target.value)}
+                placeholder="搜索名称 / 路径 / 类型"
+                className="input-base h-9 min-w-[10rem] flex-1 !py-0 text-xs"
+              />
+              <select
+                value={tagFilter}
+                onChange={(event) => setTagFilter(event.target.value)}
+                className="input-base h-9 w-32 shrink-0 !py-0 text-xs"
+                title="筛选媒体库"
+              >
+                <option value="">全部标签</option>
+                <option value={UNTAGGED}>未分类</option>
+                {tags.map((tag) => (
+                  <option key={tag.name} value={tag.name}>
+                    {tag.name}
+                  </option>
+                ))}
+              </select>
+            </div>
+
+            <div className="flex flex-wrap items-center gap-2 rounded-xl border border-[var(--app-border)] bg-[var(--app-panel-soft)] px-2.5 py-2">
+              <button
+                type="button"
+                onClick={toggleVisible}
+                disabled={visibleLibraries.length === 0}
+                className="inline-flex items-center gap-1.5 rounded-lg border border-[var(--app-border)] bg-[var(--app-panel)] px-2.5 py-1 text-xs font-bold text-[var(--app-subtle)] transition-colors hover:border-brand-500/40 hover:text-brand-500 disabled:opacity-40"
+                title="全选 / 取消全选当前列表中的媒体库"
+              >
+                <Check size={13} />
+                {allVisibleSelected ? '取消全选' : '全选'}
+              </button>
+              <span className="text-xs font-semibold text-[var(--app-subtle)]">
+                已选 {selectedIds.length} 个
+              </span>
+              <select
+                value={batchTag}
+                onChange={(event) => setBatchTag(event.target.value)}
+                className="input-base ml-auto h-8 w-36 shrink-0 !py-0 text-xs"
+                title="选择要批量设置的标签"
+              >
+                <option value="">未分类（移出标签）</option>
+                {tags.map((tag) => (
+                  <option key={tag.name} value={tag.name}>
+                    {tag.name}
+                  </option>
+                ))}
+              </select>
+              <button
+                type="button"
+                onClick={() => void handleApplyBatch()}
+                disabled={busy || selectedIds.length === 0}
+                className="btn-outline shrink-0 !px-3 !py-1.5 text-xs"
+                title="把选中媒体库的标签一次性设为左侧所选值"
+              >
+                {applying && <Loader2 size={13} className="animate-spin" />}
+                应用到已选
+              </button>
+              {selectedIds.length > 0 && (
+                <button
+                  type="button"
+                  onClick={() => setSelectedIds([])}
+                  disabled={applying}
+                  className="rounded-lg p-1 text-[var(--app-muted)] transition-colors hover:bg-[var(--app-hover)]"
+                  title="清空选择"
+                >
+                  <X size={13} />
+                </button>
+              )}
+            </div>
+
+            <div className="min-h-0 flex-1 space-y-1.5 overflow-y-auto pr-1">
+              {visibleLibraries.length === 0 ? (
+                <p className="rounded-xl border border-dashed border-[var(--app-border)] px-3 py-6 text-center text-xs text-[var(--app-muted)]">
+                  {libraries.length === 0 ? '暂无可归类的媒体库。' : '没有符合当前筛选条件的媒体库。'}
+                </p>
+              ) : (
+                visibleLibraries.map((library) => {
+                  const current = tagByLibrary.get(library.id) ?? ''
+                  const checked = selectedSet.has(library.id)
+                  return (
+                    <div
+                      key={library.id}
+                      className={`flex items-center gap-2 rounded-xl border px-2.5 py-2 transition-colors ${
+                        checked
+                          ? 'border-brand-500/50 bg-brand-500/5'
+                          : 'border-[var(--app-border)] bg-[var(--app-panel-soft)]'
+                      }`}
+                    >
+                      <input
+                        type="checkbox"
+                        checked={checked}
+                        onChange={() => toggleLibrary(library.id)}
+                        disabled={applying}
+                        className="h-4 w-4 shrink-0 accent-brand-400"
+                        title="勾选后可批量设置标签"
+                      />
+                      <span
+                        className="min-w-0 flex-1 truncate text-xs font-semibold text-[var(--app-text)]"
+                        title={library.path || library.name}
+                      >
+                        {library.name}
+                      </span>
+                      {busyLibrary === library.id && (
+                        <Loader2 size={13} className="shrink-0 animate-spin text-[var(--app-muted)]" />
+                      )}
+                      <select
+                        value={current}
+                        disabled={busy || busyLibrary === library.id}
+                        onChange={(event) => void handleAssign(library, event.target.value)}
+                        className="input-base h-8 w-32 shrink-0 !py-0 text-xs"
+                        title="选择该媒体库所属标签"
+                      >
+                        <option value="">未分类</option>
+                        {tags.map((tag) => (
+                          <option key={tag.name} value={tag.name}>
+                            {tag.name}
+                          </option>
+                        ))}
+                      </select>
+                    </div>
+                  )
+                })
+              )}
+            </div>
+          </section>
+        </div>
+
+        <div className="flex items-center justify-between gap-3 border-t border-[var(--app-border)] px-4 py-3 sm:px-6">
+          <span className="text-xs text-[var(--app-muted)]">标签按用户保存；一个媒体库同时只属于一个标签。</span>
+          <button type="button" onClick={onClose} className="btn-outline !px-4 !py-2 text-sm">
+            完成
+          </button>
+        </div>
+      </div>
+    </div>
+  )
+}

web/src/components/MediaCard.tsx

@@ -4,6 +4,9 @@ import { Film, Play, Layers, Star } from 'lucide-react'
 import { imageURL } from '../api/client'
 import type { Media } from '../types'
 
+const ACTION_OVERLAY_CLASS =
+  'absolute right-2 top-2 z-20 flex flex-wrap justify-end gap-1 opacity-100 transition-opacity sm:pointer-events-none sm:opacity-0 sm:group-hover:pointer-events-auto sm:group-hover:opacity-100 sm:focus-within:pointer-events-auto sm:focus-within:opacity-100'
+
 // memo：父级状态变化（如轮播切图、其它卡片操作）不再级联重渲染所有卡片。
 // 注意 actions/renderActions 必须引用稳定（用 renderActions 传函数）memo 才生效。
 export const MediaCard = memo(function MediaCard({
@@ -79,25 +82,18 @@ export const MediaCard = memo(function MediaCard({
             </div>
           )}
 
-          {/* Episode count badge */}
-          {count !== undefined && count > 1 && (
-            <span className="absolute right-3 top-3 inline-flex items-center gap-1 rounded-xl border border-white/15 bg-[#111827]/90 px-2 py-1 text-[10px] font-bold text-white shadow-sm">
-              <Layers size={10} className="text-[#c9954a]" />
-              <span>{count} 集</span>
+          {/* Episode count badge：统一放右下角（桌面端与移动端一致），与左上角评分彻底错开 */}
+          {(count !== undefined && count > 1) || (count === undefined && versionCount > 1) ? (
+            <span className="absolute bottom-2 right-2 inline-flex items-center gap-1 rounded-lg border border-white/15 bg-[#111827]/90 px-1.5 py-0.5 text-[10px] font-bold text-white shadow-sm">
+              <Layers size={10} className="shrink-0 text-[#c9954a]" />
+              <span>{count !== undefined && count > 1 ? `${count} 集` : `${versionCount} 版本`}</span>
             </span>
-          )}
-
-          {count === undefined && versionCount > 1 && (
-            <span className="absolute right-3 top-3 inline-flex items-center gap-1 rounded-xl border border-white/15 bg-[#111827]/90 px-2 py-1 text-[10px] font-bold text-white shadow-sm">
-              <Layers size={10} className="text-[#c9954a]" />
-              <span>{versionCount} 版本</span>
-            </span>
-          )}
+          ) : null}
 
           {/* Rating Badge */}
           {displayRating > 0 && (
-            <span className="absolute left-3 top-3 inline-flex items-center gap-0.5 rounded-xl border border-white/15 bg-[#111827]/90 px-2 py-1 text-[10px] font-bold text-[#c9954a] shadow-sm">
-              <Star size={10} fill="currentColor" />
+            <span className="absolute left-2 top-2 inline-flex items-center gap-0.5 rounded-lg border border-white/15 bg-[#111827]/90 px-1.5 py-0.5 text-[10px] font-bold text-[#c9954a] shadow-sm">
+              <Star size={10} fill="currentColor" className="shrink-0" />
               <span>{displayRating.toFixed(1)}</span>
             </span>
           )}
@@ -160,7 +156,7 @@ export const MediaCard = memo(function MediaCard({
           {card}
         </button>
         {actionContent && (
-          <div className="absolute right-2 top-2 z-20 flex flex-wrap justify-end gap-1 opacity-0 transition-opacity group-hover:opacity-100 focus-within:opacity-100">
+          <div className={ACTION_OVERLAY_CLASS}>
             {actionContent}
           </div>
         )}
@@ -174,7 +170,7 @@ export const MediaCard = memo(function MediaCard({
         <Link to={href} className="block">
           {card}
         </Link>
-        <div className="absolute right-2 top-2 z-20 flex flex-wrap justify-end gap-1 opacity-0 transition-opacity group-hover:opacity-100 focus-within:opacity-100">
+        <div className={ACTION_OVERLAY_CLASS}>
           {actionContent}
         </div>
       </div>

web/src/components/PlayerControls.tsx

@@ -18,11 +18,18 @@ import {
   Rewind,
   SkipBack,
   SkipForward,
+  Timer,
   Volume2,
   VolumeX,
 } from 'lucide-react'
 import type { SubtitleTrack } from '../api/subtitles'
 import type { PlaybackQuality } from '../types'
+import {
+  formatPlaybackRate,
+  normalizePlaybackRate,
+  PLAYBACK_RATE_OPTIONS,
+  stepPlaybackRate,
+} from '../utils/playbackRate'
 import type { SubtitleChineseMode } from '../utils/subtitleChinese'
 import {
   SUBTITLE_POSITION_OPTIONS,
@@ -47,18 +54,28 @@ const SEEK_STEP_SEC = 10
 const SEEK_REPEAT_MS = 160
 const SEEK_APPLY_MS = 220
 const SEEK_HINT_MS = 700
+const PLAYBACK_RATE_REPEAT_MS = 140
+const PLAYBACK_RATE_HINT_MS = 900
 
 type SeekHint = {
   dir: 'back' | 'forward'
   seconds: number
 }
 
-function isEditableTarget(target: EventTarget | null): boolean {
+function isPlayerSeekRange(target: EventTarget | null): boolean {
+  return target instanceof HTMLInputElement && target.dataset.playerSeekRange === 'true'
+}
+
+function shouldIgnorePlayerSeekShortcut(target: EventTarget | null): boolean {
   if (!(target instanceof HTMLElement)) return false
-  return Boolean(
-    target.closest('input, textarea, select, [contenteditable="true"]') ||
-      target.isContentEditable,
+  const control = target.closest<HTMLElement>(
+    'input, textarea, select, [contenteditable="true"]',
   )
+  if (control instanceof HTMLInputElement) {
+    // 进度条需要继续走播放器的 10 秒快捷键；其它输入控件保留原生键盘行为。
+    return !isPlayerSeekRange(control)
+  }
+  return Boolean(control || target.isContentEditable)
 }
 
 type PlayerControlsProps = {
@@ -67,6 +84,10 @@ type PlayerControlsProps = {
   volume?: number
   onVolumeChange?: (volume: number) => void
   onVolumeCommit?: (volume: number) => void
+  /** 用户级播放倍速，由播放页从数据库读取。 */
+  playbackRate?: number
+  onPlaybackRateChange?: (rate: number) => void
+  onPlaybackRateCommit?: (rate: number) => void
   uiVisible: boolean
   onUiVisibleChange: (visible: boolean) => void
   subs: SubtitleTrack[]
@@ -108,6 +129,9 @@ export function PlayerControls({
   volume: volumeProp = 1,
   onVolumeChange,
   onVolumeCommit,
+  playbackRate: playbackRateProp = 1,
+  onPlaybackRateChange,
+  onPlaybackRateCommit,
   uiVisible,
   onUiVisibleChange,
   subs,
@@ -159,11 +183,14 @@ export function PlayerControls({
   const subtitleMenuRef = useRef<HTMLDivElement | null>(null)
   const [qualityMenuOpen, setQualityMenuOpen] = useState(false)
   const qualityMenuRef = useRef<HTMLDivElement | null>(null)
+  const [speedMenuOpen, setSpeedMenuOpen] = useState(false)
+  const speedMenuRef = useRef<HTMLDivElement | null>(null)
   const hideTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null)
   const controlsHoveredRef = useRef(false)
   const isScrubbingRef = useRef(false)
   const subtitleMenuOpenRef = useRef(false)
   const qualityMenuOpenRef = useRef(false)
+  const speedMenuOpenRef = useRef(false)
   const danmakuOpenRef = useRef(false)
   const playlistOpenRef = useRef(false)
   const pendingSeekRef = useRef<number | null>(null)
@@ -173,7 +200,11 @@ export function PlayerControls({
   const seekApplyTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null)
   const seekHintTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null)
   const lastSeekAtRef = useRef(0)
+  const playbackRateRef = useRef(normalizePlaybackRate(playbackRateProp))
+  const playbackRateHintTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null)
+  const lastPlaybackRateAtRef = useRef(0)
   const [seekHint, setSeekHint] = useState<SeekHint | null>(null)
+  const [playbackRateHint, setPlaybackRateHint] = useState<number | null>(null)
   const [stageEl, setStageEl] = useState<HTMLElement | null>(null)
 
   useEffect(() => {
@@ -192,6 +223,10 @@ export function PlayerControls({
     qualityMenuOpenRef.current = qualityMenuOpen
   }, [qualityMenuOpen])
 
+  useEffect(() => {
+    speedMenuOpenRef.current = speedMenuOpen
+  }, [speedMenuOpen])
+
   useEffect(() => {
     danmakuOpenRef.current = danmakuOpen
   }, [danmakuOpen])
@@ -204,6 +239,10 @@ export function PlayerControls({
     durationRef.current = duration
   }, [duration])
 
+  useEffect(() => {
+    playbackRateRef.current = normalizePlaybackRate(playbackRateProp)
+  }, [playbackRateProp])
+
   useEffect(() => {
     setStageEl(container())
   }, [container])
@@ -219,9 +258,19 @@ export function PlayerControls({
     setMuted(next === 0)
   }, [video, volumeProp])
 
-  // 点击控制栏外部时关闭字幕/画质菜单
+  // 倍速由播放页按用户持久化；配置加载、切换剧集或切换播放源后同步到当前 video。
   useEffect(() => {
-    if (!subtitleMenuOpen && !qualityMenuOpen) return
+    const el = video()
+    if (!el) return
+    const next = normalizePlaybackRate(playbackRateProp)
+    if (Math.abs(el.playbackRate - next) > 0.001) {
+      el.playbackRate = next
+    }
+  }, [video, playbackRateProp])
+
+  // 点击控制栏外部时关闭字幕/画质/倍速菜单
+  useEffect(() => {
+    if (!subtitleMenuOpen && !qualityMenuOpen && !speedMenuOpen) return
     const onDocClick = (e: MouseEvent) => {
       if (subtitleMenuRef.current && !subtitleMenuRef.current.contains(e.target as Node)) {
         setSubtitleMenuOpen(false)
@@ -229,10 +278,13 @@ export function PlayerControls({
       if (qualityMenuRef.current && !qualityMenuRef.current.contains(e.target as Node)) {
         setQualityMenuOpen(false)
       }
+      if (speedMenuRef.current && !speedMenuRef.current.contains(e.target as Node)) {
+        setSpeedMenuOpen(false)
+      }
     }
     document.addEventListener('mousedown', onDocClick)
     return () => document.removeEventListener('mousedown', onDocClick)
-  }, [subtitleMenuOpen, qualityMenuOpen])
+  }, [subtitleMenuOpen, qualityMenuOpen, speedMenuOpen])
 
   // 播放时 3 秒无操作自动隐藏控制栏；暂停/悬停/拖动进度条/打开菜单时保持显示。
   // 监听挂在整个播放器舞台容器（data-player-stage）上，避免光标移到控制栏时因离开视频画面而误触发 mouseleave。
@@ -249,6 +301,7 @@ export function PlayerControls({
         !isScrubbingRef.current &&
         !subtitleMenuOpenRef.current &&
         !qualityMenuOpenRef.current &&
+        !speedMenuOpenRef.current &&
         !danmakuOpenRef.current &&
         !playlistOpenRef.current
       ) {
@@ -258,6 +311,7 @@ export function PlayerControls({
             !isScrubbingRef.current &&
             !subtitleMenuOpenRef.current &&
             !qualityMenuOpenRef.current &&
+            !speedMenuOpenRef.current &&
             !danmakuOpenRef.current &&
             !playlistOpenRef.current
           ) {
@@ -360,7 +414,7 @@ export function PlayerControls({
 
   // 当悬停或菜单状态改变时，更新控制栏计时器
   useEffect(() => {
-    if (controlsHovered || isScrubbing || subtitleMenuOpen || qualityMenuOpen || danmakuOpen || playlistOpen) {
+    if (controlsHovered || isScrubbing || subtitleMenuOpen || qualityMenuOpen || speedMenuOpen || danmakuOpen || playlistOpen) {
       onUiVisibleChange(true)
       if (hideTimerRef.current) clearTimeout(hideTimerRef.current)
     } else {
@@ -370,7 +424,7 @@ export function PlayerControls({
         hideTimerRef.current = setTimeout(() => onUiVisibleChange(false), 3000)
       }
     }
-  }, [controlsHovered, isScrubbing, subtitleMenuOpen, qualityMenuOpen, danmakuOpen, playlistOpen, onUiVisibleChange, video])
+  }, [controlsHovered, isScrubbing, subtitleMenuOpen, qualityMenuOpen, speedMenuOpen, danmakuOpen, playlistOpen, onUiVisibleChange, video])
 
   const togglePlay = () => {
     const el = video()
@@ -379,6 +433,30 @@ export function PlayerControls({
     else el.pause()
   }
 
+  const changePlaybackRate = useCallback((next: number) => {
+    const normalized = normalizePlaybackRate(next)
+    playbackRateRef.current = normalized
+    onPlaybackRateChange?.(normalized)
+    setPlaybackRateHint(normalized)
+    if (playbackRateHintTimerRef.current) {
+      clearTimeout(playbackRateHintTimerRef.current)
+    }
+    playbackRateHintTimerRef.current = setTimeout(() => {
+      setPlaybackRateHint(null)
+      playbackRateHintTimerRef.current = null
+    }, PLAYBACK_RATE_HINT_MS)
+  }, [onPlaybackRateChange])
+
+  const commitPlaybackRate = useCallback(() => {
+    onPlaybackRateCommit?.(playbackRateRef.current)
+  }, [onPlaybackRateCommit])
+
+  const selectPlaybackRate = useCallback((next: number) => {
+    const normalized = normalizePlaybackRate(next)
+    changePlaybackRate(normalized)
+    onPlaybackRateCommit?.(normalized)
+  }, [changePlaybackRate, onPlaybackRateCommit])
+
   const applyAbsoluteSeek = useCallback(
     (absolute: number) => {
       const el = video()
@@ -454,7 +532,7 @@ export function PlayerControls({
     }, 3000)
   }, [onUiVisibleChange, video])
 
-  const queueRelativeSeek = useCallback((delta: number) => {
+  const queueRelativeSeek = useCallback((delta: number, immediate: boolean) => {
     const el = video()
     if (!el) return
     if (!seekBurstRef.current) {
@@ -489,6 +567,16 @@ export function PlayerControls({
 
     if (seekHintTimerRef.current) clearTimeout(seekHintTimerRef.current)
     seekHintTimerRef.current = setTimeout(() => setSeekHint(null), SEEK_HINT_MS)
+    if (immediate) {
+      if (seekApplyTimerRef.current) {
+        clearTimeout(seekApplyTimerRef.current)
+        seekApplyTimerRef.current = null
+      }
+      const burst = seekBurstRef.current
+      seekBurstRef.current = null
+      applySeekRef.current(burst.base + burst.delta)
+      return
+    }
     if (seekApplyTimerRef.current) clearTimeout(seekApplyTimerRef.current)
     seekApplyTimerRef.current = setTimeout(() => {
       const burst = seekBurstRef.current
@@ -502,23 +590,47 @@ export function PlayerControls({
   useEffect(() => {
     const onKey = (e: KeyboardEvent) => {
       if (e.altKey || e.ctrlKey || e.metaKey || e.shiftKey) return
-      if (isEditableTarget(e.target)) return
+      if (shouldIgnorePlayerSeekShortcut(e.target)) return
+      if (e.key === 'ArrowUp' || e.key === 'ArrowDown') {
+        e.preventDefault()
+        const now = Date.now()
+        if (e.repeat && now - lastPlaybackRateAtRef.current < PLAYBACK_RATE_REPEAT_MS) return
+        lastPlaybackRateAtRef.current = now
+        changePlaybackRate(
+          stepPlaybackRate(playbackRateRef.current, e.key === 'ArrowUp' ? 1 : -1),
+        )
+        return
+      }
       if (e.key !== 'ArrowLeft' && e.key !== 'ArrowRight') return
       e.preventDefault()
       const now = Date.now()
       if (e.repeat && now - lastSeekAtRef.current < SEEK_REPEAT_MS) return
+      const immediate = !e.repeat && now - lastSeekAtRef.current >= SEEK_APPLY_MS
       lastSeekAtRef.current = now
       e.preventDefault()
-      queueRelativeSeek(e.key === 'ArrowLeft' ? -SEEK_STEP_SEC : SEEK_STEP_SEC)
+      queueRelativeSeek(e.key === 'ArrowLeft' ? -SEEK_STEP_SEC : SEEK_STEP_SEC, immediate)
     }
-    window.addEventListener('keydown', onKey)
-    return () => window.removeEventListener('keydown', onKey)
-  }, [queueRelativeSeek])
+    window.addEventListener('keydown', onKey, true)
+    return () => window.removeEventListener('keydown', onKey, true)
+  }, [changePlaybackRate, queueRelativeSeek])
+
+  useEffect(() => {
+    const onKeyUp = (e: KeyboardEvent) => {
+      if (e.altKey || e.ctrlKey || e.metaKey || e.shiftKey) return
+      if (e.key !== 'ArrowUp' && e.key !== 'ArrowDown') return
+      if (shouldIgnorePlayerSeekShortcut(e.target)) return
+      e.preventDefault()
+      commitPlaybackRate()
+    }
+    window.addEventListener('keyup', onKeyUp, true)
+    return () => window.removeEventListener('keyup', onKeyUp, true)
+  }, [commitPlaybackRate])
 
   useEffect(() => {
     return () => {
       if (seekApplyTimerRef.current) clearTimeout(seekApplyTimerRef.current)
       if (seekHintTimerRef.current) clearTimeout(seekHintTimerRef.current)
+      if (playbackRateHintTimerRef.current) clearTimeout(playbackRateHintTimerRef.current)
     }
   }, [])
 
@@ -612,9 +724,24 @@ export function PlayerControls({
       )
     : null
 
+  const playbackRateOverlay = playbackRateHint && stageEl
+    ? createPortal(
+        <div className="pointer-events-none absolute inset-0 z-30 flex items-center justify-center">
+          <div className="flex items-center gap-2 rounded-full bg-black/65 px-5 py-3 text-white shadow-lg backdrop-blur-sm">
+            <Timer size={22} />
+            <span className="text-sm font-semibold tabular-nums">
+              {formatPlaybackRate(playbackRateHint)} 倍速
+            </span>
+          </div>
+        </div>,
+        stageEl,
+      )
+    : null
+
   return (
     <>
     {seekOverlay}
+    {playbackRateOverlay}
     <div
       className={`pointer-events-auto absolute inset-x-0 bottom-0 z-20 bg-gradient-to-t from-black/80 via-black/40 to-transparent px-3 pb-3 pt-14 transition-opacity duration-300 ${
         uiVisible ? 'opacity-100' : 'pointer-events-none opacity-0'
@@ -665,6 +792,7 @@ export function PlayerControls({
         <div className="order-2 flex min-w-0 basis-full items-center gap-2 sm:order-none sm:basis-auto sm:flex-1">
           <input
             type="range"
+            data-player-seek-range="true"
             min={0}
             max={duration || 0}
             step={0.1}
@@ -697,6 +825,7 @@ export function PlayerControls({
             <button
               onClick={() => {
                 setSubtitleMenuOpen(false)
+                setSpeedMenuOpen(false)
                 setQualityMenuOpen((v) => !v)
               }}
               className="flex items-center gap-1 rounded-full p-1.5 transition hover:bg-white/15"
@@ -754,11 +883,55 @@ export function PlayerControls({
           </div>
         )}
 
+        <div className="relative" ref={speedMenuRef}>
+          <button
+            onClick={() => {
+              setSubtitleMenuOpen(false)
+              setQualityMenuOpen(false)
+              setSpeedMenuOpen((v) => !v)
+            }}
+            className="flex items-center gap-1 rounded-full p-1.5 transition hover:bg-white/15"
+            title="播放速度（↑/↓ 调节）"
+          >
+            <Timer size={18} className={speedMenuOpen ? 'text-rose-400' : 'text-white/80'} />
+            <span className="text-[10px] font-semibold tabular-nums text-white/80">
+              {formatPlaybackRate(playbackRateProp)}
+            </span>
+          </button>
+          {speedMenuOpen && (
+            <div className="absolute bottom-11 right-0 z-30 min-w-36 overflow-hidden rounded-xl border border-white/15 bg-black/85 p-1 shadow-2xl backdrop-blur">
+              <p className="px-3 pb-1 pt-2 text-[10px] uppercase tracking-wide text-white/40">
+                播放速度
+              </p>
+              {PLAYBACK_RATE_OPTIONS.map((rate) => {
+                const current = normalizePlaybackRate(playbackRateProp) === rate
+                return (
+                  <button
+                    key={rate}
+                    type="button"
+                    onClick={() => {
+                      selectPlaybackRate(rate)
+                      setSpeedMenuOpen(false)
+                    }}
+                    className={`flex w-full items-center gap-2 rounded-lg px-3 py-1.5 text-left text-xs transition ${
+                      current ? 'text-rose-400 hover:bg-white/10' : 'text-white/85 hover:bg-white/10'
+                    }`}
+                  >
+                    <span className="tabular-nums">{formatPlaybackRate(rate)}</span>
+                    {current && <Check size={13} className="ml-auto text-rose-400" />}
+                  </button>
+                )
+              })}
+            </div>
+          )}
+        </div>
+
         {subs.length > 0 && (
           <div className="relative" ref={subtitleMenuRef}>
             <button
               onClick={() => {
                 setQualityMenuOpen(false)
+                setSpeedMenuOpen(false)
                 setSubtitleMenuOpen((v) => !v)
               }}
               className="rounded-full p-1.5 transition hover:bg-white/15"

web/src/components/useLayoutPermissions.ts

@@ -5,7 +5,6 @@ import type { User } from '../types'
 
 export function useLayoutPermissions(user: User | null | undefined) {
   const permissions = usePermissionStore((state) => state.permissions)
-  const isSuper = usePermissionStore((state) => state.isSuper)
   const isPermissionLoading = usePermissionStore((state) => state.isLoading)
   const fetchPermissions = usePermissionStore((state) => state.fetchPermissions)
 
@@ -17,8 +16,8 @@ export function useLayoutPermissions(user: User | null | undefined) {
 
   const isAdmin = user?.role === 'admin'
   const can = useCallback(
-    (key: string) => isAdmin || isSuper || (permissions ?? {})[key] === true,
-    [isAdmin, isSuper, permissions],
+    (key: string) => isAdmin || (permissions ?? {})[key] === true,
+    [isAdmin, permissions],
   )
 
   return { can, isAdmin }

web/src/hooks/useEpisodeArtworkPreference.ts

@@ -2,6 +2,7 @@ import { useCallback, useEffect, useRef, useState, type Dispatch, type SetStateA
 import toast from 'react-hot-toast'
 
 import { adminAPI } from '../api/admin'
+import { useAuthStore } from '../stores/auth'
 
 const SETTING_KEY = 'scrape.episode_images'
 
@@ -13,8 +14,11 @@ export function useEpisodeArtworkPreference(): [boolean, Dispatch<SetStateAction
   const enabledRef = useRef(false)
   const changedLocally = useRef(false)
   const saveQueue = useRef(Promise.resolve())
+  const isAdmin = useAuthStore((state) => state.user?.role === 'admin')
 
   useEffect(() => {
+    if (!isAdmin) return
+
     let active = true
     adminAPI.listSettings()
       .then((settings) => {
@@ -32,9 +36,11 @@ export function useEpisodeArtworkPreference(): [boolean, Dispatch<SetStateAction
     return () => {
       active = false
     }
-  }, [])
+  }, [isAdmin])
 
   const setEnabled = useCallback((nextValue: SetStateAction<boolean>) => {
+    if (!isAdmin) return
+
     const next = typeof nextValue === 'function' ? nextValue(enabledRef.current) : nextValue
     if (enabledRef.current === next) return
     changedLocally.current = true
@@ -47,7 +53,7 @@ export function useEpisodeArtworkPreference(): [boolean, Dispatch<SetStateAction
       .catch(() => {
         toast.error('保存每集图片设置失败')
       })
-  }, [])
+  }, [isAdmin])
 
   return [enabled, setEnabled]
 }

web/src/hooks/useLibraryTags.ts

@@ -0,0 +1,253 @@
+import { useCallback, useEffect, useRef, useState } from 'react'
+import toast from 'react-hot-toast'
+
+import {
+  ALL_TAG_ID,
+  assignLibrariesToTag,
+  attachLibraryToTag,
+  dedupeLibraryTags,
+  loadLibraryTags,
+  normalizeLibraryTags,
+  normalizeTagName,
+  readCachedLibraryTags,
+  readSelectedTagId,
+  resolveSelectedTagId,
+  saveLibraryTags,
+  writeCachedLibraryTags,
+  writeSelectedTagId,
+  type LibraryTag,
+} from '../utils/libraryTags'
+
+export type UseLibraryTagsResult = {
+  /** 当前用户维护的标签（顺序即标签栏顺序）。 */
+  tags: LibraryTag[]
+  /** 标签数据是否仍在首次加载中。 */
+  loading: boolean
+  /** 是否有写入在途（可用于禁用重复点击）。 */
+  saving: boolean
+  /** 接口不可用（例如旧后端）时降级为本地标签。 */
+  loadError: boolean
+  /** 当前选中的标签栏：ALL_TAG_ID 表示「全部」。 */
+  selectedTagId: string
+  setSelectedTagId: (tagId: string) => void
+  createTag: (name: string) => Promise<string>
+  renameTag: (from: string, to: string) => Promise<void>
+  removeTag: (name: string) => Promise<void>
+  /** 覆盖某个标签下的媒体库集合（保持传入顺序）。 */
+  setTagLibraries: (name: string, libraryIds: string[]) => Promise<void>
+  /** 把媒体库挂到标签下；tagName 为空表示移出所有标签。 */
+  assignLibrary: (libraryId: string, tagName: string) => Promise<void>
+  /** 批量把媒体库挂到标签下；tagName 为空表示批量移出所有标签。一次写入。 */
+  assignLibraries: (libraryIds: string[], tagName: string) => Promise<void>
+}
+
+/**
+ * 媒体库标签的用户级读写。
+ *
+ * 写入采用「先乐观更新、串行提交、失败回滚」：标签是整份替换（`PUT`），
+ * 并发请求可能让旧快照最后落库，因此所有写操作串行排队，每次发送的都是
+ * 排队时的最新本地状态。接口不可用（旧后端/网络异常）时退回本地存储，
+ * 标签栏依旧可用，不会因为一次失败就让标签凭空消失。
+ */
+export function useLibraryTags(): UseLibraryTagsResult {
+  const [tags, setTags] = useState<LibraryTag[]>([])
+  const [loading, setLoading] = useState(true)
+  const [saving, setSaving] = useState(false)
+  const [loadError, setLoadError] = useState(false)
+  const [selectedTagId, setSelectedTagIdState] = useState(() => readSelectedTagId())
+
+  const tagsRef = useRef<LibraryTag[]>([])
+  const selectedRef = useRef(selectedTagId)
+  const savedRef = useRef<LibraryTag[]>([])
+  const chainRef = useRef<Promise<unknown>>(Promise.resolve())
+  const pendingRef = useRef(0)
+  // 后端没有该接口（旧版本）时退化为仅本地存储，不再反复提示保存失败。
+  const localOnlyRef = useRef(false)
+
+  useEffect(() => {
+    tagsRef.current = tags
+  }, [tags])
+
+  useEffect(() => {
+    selectedRef.current = selectedTagId
+  }, [selectedTagId])
+
+  useEffect(() => {
+    let cancelled = false
+    setLoading(true)
+    loadLibraryTags()
+      .then((rows) => {
+        if (cancelled) return
+        tagsRef.current = rows
+        savedRef.current = rows
+        setTags(rows)
+        setLoadError(false)
+      })
+      .catch((err) => {
+        if (cancelled) return
+        // 旧后端没有 /me/library-tags：用本地缓存兜底，标签栏照常可用。
+        const cached = readCachedLibraryTags()
+        tagsRef.current = cached
+        savedRef.current = cached
+        setTags(cached)
+        setLoadError(true)
+        // 接口不存在时（旧后端）只做本地读写，避免每次编辑都弹一次保存失败。
+        localOnlyRef.current = isMissingEndpoint(err)
+      })
+      .finally(() => {
+        if (!cancelled) setLoading(false)
+      })
+    return () => {
+      cancelled = true
+    }
+  }, [])
+
+  // 选中的标签可能被删除，落回「全部」以免标签栏空白。
+  useEffect(() => {
+    const resolved = resolveSelectedTagId(tags, selectedTagId)
+    if (resolved !== selectedTagId) {
+      selectedRef.current = resolved
+      setSelectedTagIdState(resolved)
+    }
+  }, [tags, selectedTagId])
+
+  const setSelectedTagId = useCallback((tagId: string) => {
+    const next = tagId && tagId !== ALL_TAG_ID ? tagId : ALL_TAG_ID
+    selectedRef.current = next
+    writeSelectedTagId(next)
+    setSelectedTagIdState(next)
+  }, [])
+
+  const mutate = useCallback((updater: (current: LibraryTag[]) => LibraryTag[]) => {
+    const rollback = savedRef.current
+    const next = dedupeLibraryTags(normalizeLibraryTags(updater(tagsRef.current)))
+    tagsRef.current = next
+    setTags(next)
+
+    pendingRef.current += 1
+    setSaving(true)
+    const task = chainRef.current.then(async () => {
+      // 发送排队时的最新本地状态：链上更早的写入已经被后面的状态取代。
+      const snapshot = tagsRef.current
+      if (localOnlyRef.current) {
+        // 已知后端不支持标签接口：只落本地缓存，不再发请求。
+        if (tagsRef.current === snapshot) savedRef.current = snapshot
+        writeCachedLibraryTags(snapshot)
+        return
+      }
+      try {
+        const saved = await saveLibraryTags(snapshot)
+        savedRef.current = saved
+        setLoadError(false)
+        if (tagsRef.current === snapshot) {
+          tagsRef.current = saved
+          setTags(saved)
+        }
+      } catch (err) {
+        if (isMissingEndpoint(err)) {
+          // 旧后端不支持标签接口：本次修改保留在本地存储，标签栏照常可用。
+          localOnlyRef.current = true
+          savedRef.current = snapshot
+          writeCachedLibraryTags(snapshot)
+          setLoadError(true)
+          return
+        }
+        // 用最后一次成功保存的状态回滚，避免前端显示一份服务端并不存在的标签。
+        tagsRef.current = rollback
+        savedRef.current = rollback
+        setTags(rollback)
+        setLoadError(true)
+        toast.error('标签保存失败，请稍后重试')
+      }
+    })
+    chainRef.current = task.catch(() => undefined)
+    return task.finally(() => {
+      pendingRef.current = Math.max(0, pendingRef.current - 1)
+      if (pendingRef.current === 0) setSaving(false)
+    })
+  }, [])
+
+  const createTag = useCallback(
+    async (name: string) => {
+      const trimmed = normalizeTagName(name)
+      if (!trimmed) return ''
+      if (tagsRef.current.some((tag) => tag.name.toLowerCase() === trimmed.toLowerCase())) {
+        return trimmed
+      }
+      await mutate((current) => [...current, { name: trimmed, library_ids: [] }])
+      return tagsRef.current.some((tag) => tag.name === trimmed) ? trimmed : ''
+    },
+    [mutate],
+  )
+
+  const renameTag = useCallback(
+    async (from: string, to: string) => {
+      const trimmed = normalizeTagName(to)
+      if (!trimmed || trimmed === from) return
+      await mutate((current) =>
+        current.map((tag) => (tag.name === from ? { ...tag, name: trimmed } : tag)),
+      )
+      // 重命名后选中项要跟着换到新名字，否则标签栏会落回「全部」。
+      if (selectedRef.current === from) setSelectedTagId(trimmed)
+    },
+    [mutate, setSelectedTagId],
+  )
+
+  const removeTag = useCallback(
+    async (name: string) => {
+      await mutate((current) => current.filter((tag) => tag.name !== name))
+      if (selectedRef.current === name) setSelectedTagId(ALL_TAG_ID)
+    },
+    [mutate, setSelectedTagId],
+  )
+
+  const setTagLibraries = useCallback(
+    async (name: string, libraryIds: string[]) => {
+      await mutate((current) =>
+        current.map((tag) => (tag.name === name ? { ...tag, library_ids: libraryIds } : tag)),
+      )
+    },
+    [mutate],
+  )
+
+  const assignLibrary = useCallback(
+    async (libraryId: string, tagName: string) => {
+      await mutate((current) => {
+        if (tagName) return attachLibraryToTag(current, libraryId, tagName)
+        return current.map((tag) => ({
+          ...tag,
+          library_ids: tag.library_ids.filter((id) => id !== libraryId),
+        }))
+      })
+    },
+    [mutate],
+  )
+
+  const assignLibraries = useCallback(
+    async (libraryIds: string[], tagName: string) => {
+      await mutate((current) => assignLibrariesToTag(current, libraryIds, tagName))
+    },
+    [mutate],
+  )
+
+  return {
+    tags,
+    loading,
+    saving,
+    loadError,
+    selectedTagId,
+    setSelectedTagId,
+    createTag,
+    renameTag,
+    removeTag,
+    setTagLibraries,
+    assignLibrary,
+    assignLibraries,
+  }
+}
+
+/** 判断错误是否说明后端没有这个接口（旧版本 / 反向代理未更新）。 */
+function isMissingEndpoint(err: unknown): boolean {
+  const status = (err as { response?: { status?: number } })?.response?.status
+  return status === 404 || status === 405 || status === 501
+}

web/src/hooks/useListPositionMemory.test.ts

@@ -0,0 +1,62 @@
+import { createElement } from 'react'
+import { renderToStaticMarkup } from 'react-dom/server'
+
+import {
+  forgetListPosition,
+  normalizeListPosition,
+  readListPosition,
+  useRememberedListPosition,
+  writeListPosition,
+} from './useListPositionMemory.ts'
+
+function check(name: string, condition: boolean) {
+  if (!condition) throw new Error(`useListPositionMemory: ${name}`)
+}
+
+check('unknown key falls back', readListPosition('unknown-key', 3) === 3)
+check('missing value uses default fallback', readListPosition('unknown-key') === 1)
+
+writeListPosition('demo', 4)
+check('round trip keeps value', readListPosition('demo') === 4)
+
+writeListPosition('demo', 9)
+check('rewrite keeps latest value', readListPosition('demo') === 9)
+
+forgetListPosition('demo')
+check('forget resets to fallback', readListPosition('demo', 2) === 2)
+
+check('normalize parses numeric string', normalizeListPosition('7', 1) === 7)
+check('normalize floors decimals', normalizeListPosition(3.8, 1) === 3)
+check('normalize rejects zero', normalizeListPosition(0, 2) === 2)
+check('normalize rejects negatives', normalizeListPosition(-5, 2) === 2)
+check('normalize rejects NaN input', normalizeListPosition('abc', 2) === 2)
+check('normalize rejects infinity', normalizeListPosition(Number.POSITIVE_INFINITY, 2) === 2)
+check('normalize clamps to max', normalizeListPosition(99, 1, 8) === 8)
+check('normalize keeps value under max', normalizeListPosition(6, 1, 8) === 6)
+
+// 详情页返回时列表组件会重新挂载：挂载即可读到上次页码，而不是先回第一页。
+function PageProbe({ positionKey, max }: { positionKey: string; max?: number }) {
+  const [position] = useRememberedListPosition(positionKey, 1, max)
+  return createElement('span', null, String(position))
+}
+
+writeListPosition('grid:/libraries', 3)
+check(
+  'remount restores remembered page',
+  renderToStaticMarkup(createElement(PageProbe, { positionKey: 'grid:/libraries' })) === '<span>3</span>',
+)
+check(
+  'remount restores independent key',
+  renderToStaticMarkup(createElement(PageProbe, { positionKey: 'grid:/' })) === '<span>1</span>',
+)
+writeListPosition('shelves', 40)
+check(
+  'remount clamps to restore cap',
+  renderToStaticMarkup(createElement(PageProbe, { positionKey: 'shelves', max: 15 })) === '<span>15</span>',
+)
+check(
+  'live state can grow past restore cap',
+  readListPosition('shelves') === 40,
+)
+
+console.log('useListPositionMemory.test.ts ok')

web/src/hooks/useListPositionMemory.ts

@@ -0,0 +1,87 @@
+import { useCallback, useEffect, useState } from 'react'
+
+// 列表分页位置（媒体库入口当前页、媒体库已加载页数、货架解锁数量）需要在
+// 进入详情页再返回后依然生效，所以用 sessionStorage 记录，并在内存里留一份
+// 兜底缓存；同一标签页内刷新也仍然记得。
+const LIST_POSITION_PREFIX = 'mebox.listpos.'
+const positions = new Map<string, number>()
+
+/**
+ * 详情页返回时最多自动补拉的分页数量：滚动到很深的用户重新进入列表时
+ * 依次补拉这些页，剩下的继续由底部哨兵按需加载，避免一次打太多请求。
+ */
+export const MAX_RESTORE_PAGES = 8
+
+/** 把存储里的任意值收敛成 >= 1 的整数分页位置。 */
+export function normalizeListPosition(
+  value: unknown,
+  fallback = 1,
+  max = Number.MAX_SAFE_INTEGER,
+): number {
+  const numeric = typeof value === 'number' ? value : Number(value)
+  if (!Number.isFinite(numeric)) return fallback
+  const rounded = Math.floor(numeric)
+  if (rounded < 1) return fallback
+  return Math.min(rounded, max)
+}
+
+export function readListPosition(key: string, fallback = 1, max = Number.MAX_SAFE_INTEGER): number {
+  const cached = positions.get(key)
+  if (cached !== undefined) return Math.min(cached, max)
+  if (typeof window === 'undefined') return fallback
+  try {
+    const raw = window.sessionStorage.getItem(LIST_POSITION_PREFIX + key)
+    if (raw === null) return fallback
+    const value = normalizeListPosition(raw, fallback, max)
+    positions.set(key, value)
+    return value
+  } catch {
+    return fallback
+  }
+}
+
+export function writeListPosition(key: string, value: number): void {
+  const next = normalizeListPosition(value)
+  positions.set(key, next)
+  if (typeof window === 'undefined') return
+  try {
+    window.sessionStorage.setItem(LIST_POSITION_PREFIX + key, String(next))
+  } catch {
+    // 私密模式等场景忽略存储失败，不影响分页。
+  }
+}
+
+export function forgetListPosition(key: string): void {
+  positions.delete(key)
+  if (typeof window === 'undefined') return
+  try {
+    window.sessionStorage.removeItem(LIST_POSITION_PREFIX + key)
+  } catch {
+    // 同上，存储不可用时无需处理。
+  }
+}
+
+/**
+ * 记住列表当前分页位置。key 需要在一份挂载生命周期内保持稳定：路由切换会
+ * 让列表重新挂载，因此每次挂载都能直接读到上次记录的位置（不会先闪回第一页）。
+ */
+export function useRememberedListPosition(
+  key: string,
+  fallback = 1,
+  max = Number.MAX_SAFE_INTEGER,
+): [number, (next: number | ((prev: number) => number)) => void] {
+  const [position, setPosition] = useState(() => readListPosition(key, fallback, max))
+
+  useEffect(() => {
+    writeListPosition(key, position)
+  }, [key, position])
+
+  const remember = useCallback((next: number | ((prev: number) => number)) => {
+    setPosition((prev) => {
+      const value = typeof next === 'function' ? next(prev) : next
+      return normalizeListPosition(value, prev)
+    })
+  }, [])
+
+  return [position, remember]
+}

web/src/hooks/usePermission.ts

@@ -5,17 +5,17 @@ import { useAuthStore } from '../stores/auth'
 
 /**
  * usePermission hook - 检查用户是否拥有特定权限
- * 
+ *
  * @param key - 权限键名
  * @param options - 配置选项
  * @param options.autoFetch - 是否在权限未加载时自动获取（默认 true）
  * @returns boolean - 用户是否拥有该权限
- * 
+ *
  * @example
  * ```tsx
  * function MyComponent() {
  *   const canEdit = usePermission('can_edit_media')
- *   
+ *
  *   if (canEdit) {
  *     return <EditButton />
  *   }
@@ -30,26 +30,24 @@ export function usePermission(
   const { autoFetch = true } = options
   // selector 订阅：store 任何无关字段变化不会触发本组件重渲染
   const hasPermission = usePermissionStore((s) => s.hasPermission)
-  const isSuper = usePermissionStore((s) => s.isSuper)
   const fetchPermissions = usePermissionStore((s) => s.fetchPermissions)
-  const tier = useAuthStore((state) => state.tier)
   const role = useAuthStore((state) => state.user?.role)
   const isAuthenticated = useAuthStore((state) => state.token !== null)
-  const hasSuperAccess = isSuper || tier === 'plus' || role === 'admin'
+  const isAdmin = role === 'admin'
 
   // 权限未加载时自动获取；用 getState() 读最新快照而不是渲染闭包，
   // 同一次 commit 内挂载的多个消费方也只会有一个发出请求（store 内还有 inflight 去重兜底）。
   useEffect(() => {
-    if (!hasSuperAccess && isAuthenticated && autoFetch) {
+    if (!isAdmin && isAuthenticated && autoFetch) {
       const { permissions, isLoading } = usePermissionStore.getState()
       if (Object.keys(permissions).length === 0 && !isLoading) {
         fetchPermissions()
       }
     }
-  }, [autoFetch, fetchPermissions, hasSuperAccess, isAuthenticated])
+  }, [autoFetch, fetchPermissions, isAdmin, isAuthenticated])
 
-  // 超级用户有所有权限
-  if (hasSuperAccess) {
+  // 管理员拥有全部能力；plus / is_super 不能用来展示刮削、整理、删除等管理入口
+  if (isAdmin) {
     return true
   }
 
@@ -63,18 +61,18 @@ export function usePermission(
 
 /**
  * usePermissions hook - 获取所有权限
- * 
+ *
  * @returns 权限状态和检查函数
- * 
+ *
  * @example
  * ```tsx
  * function MyComponent() {
  *   const { permissions, isSuper, check } = usePermissions()
- *   
+ *
  *   if (isSuper) {
  *     return <AdminPanel />
  *   }
- *   
+ *
  *   return (
  *     <div>
  *       {check('can_view_dashboard') && <Dashboard />}
@@ -87,15 +85,14 @@ export function usePermission(
 export function usePermissions() {
   // selector 订阅：只关注 permissions/isSuper/isLoading 变化
   const permissions = usePermissionStore((s) => s.permissions)
-  const isSuper = usePermissionStore((s) => s.isSuper)
   const isLoading = usePermissionStore((s) => s.isLoading)
   const fetchPermissions = usePermissionStore((s) => s.fetchPermissions)
-  const tier = useAuthStore((state) => state.tier)
   const role = useAuthStore((state) => state.user?.role)
   const isAuthenticated = useAuthStore((state) => state.token !== null)
+  const isAdmin = role === 'admin'
 
   const check = (key: string): boolean => {
-    if (isSuper || tier === 'plus' || role === 'admin') {
+    if (isAdmin) {
       return true
     }
     return permissions[key] === true
@@ -103,7 +100,8 @@ export function usePermissions() {
 
   return {
     permissions,
-    isSuper: isSuper || tier === 'plus' || role === 'admin',
+    // Keep the field name for callers, but only admins are treated as full-access.
+    isSuper: isAdmin,
     isLoading,
     check,
     refetch: fetchPermissions,
@@ -113,10 +111,10 @@ export function usePermissions() {
 
 /**
  * usePermissionMany hook - 批量检查多个权限
- * 
+ *
  * @param keys - 权限键数组
  * @returns 每个权限的布尔值映射
- * 
+ *
  * @example
  * ```tsx
  * function MyComponent() {
@@ -125,7 +123,7 @@ export function usePermissions() {
  *     'can_manage_users',
  *     'can_access_settings',
  *   ])
- *   
+ *
  *   return (
  *     <div>
  *       {perms['can_edit_media'] && <EditButton />}
@@ -137,7 +135,7 @@ export function usePermissions() {
  */
 export function usePermissionMany(keys: string[]): Record<string, boolean> {
   const { check } = usePermissions()
-  
+
   return keys.reduce((acc, key) => {
     acc[key] = check(key)
     return acc

web/src/hooks/useScrollMemory.test.ts

@@ -0,0 +1,51 @@
+import { shouldPersistScrollSample, shouldRememberScroll } from './useScrollMemory.ts'
+
+function check(name: string, condition: boolean) {
+  if (!condition) throw new Error(`useScrollMemory: ${name}`)
+}
+
+check('home remembers scroll', shouldRememberScroll('/'))
+check('library list remembers scroll', shouldRememberScroll('/libraries'))
+check('library detail remembers scroll', shouldRememberScroll('/library/lib-1'))
+check('media detail remembers scroll', shouldRememberScroll('/media/media-1'))
+check('settings does not remember scroll', !shouldRememberScroll('/settings'))
+check('player does not remember scroll', !shouldRememberScroll('/play/media-1'))
+
+check(
+  'route transition collapse is ignored',
+  !shouldPersistScrollSample({
+    current: 0,
+    lastSaved: 1800,
+    height: 400,
+    lastHeight: 4200,
+  }),
+)
+check(
+  'intentional scroll to top is persisted',
+  shouldPersistScrollSample({
+    current: 0,
+    lastSaved: 1800,
+    height: 4200,
+    lastHeight: 4200,
+  }),
+)
+check(
+  'normal downward scroll is persisted',
+  shouldPersistScrollSample({
+    current: 1900,
+    lastSaved: 1800,
+    height: 4200,
+    lastHeight: 4200,
+  }),
+)
+check(
+  'content growth still allows persist',
+  shouldPersistScrollSample({
+    current: 1800,
+    lastSaved: 1800,
+    height: 5200,
+    lastHeight: 4200,
+  }),
+)
+
+console.log('useScrollMemory.test.ts ok')

web/src/hooks/useScrollMemory.ts

@@ -0,0 +1,212 @@
+import { useLayoutEffect } from 'react'
+
+const SCROLL_STORAGE_PREFIX = 'mebox.scroll.'
+const scrollPositions = new Map<string, number>()
+
+function readScrollPosition(key: string): number {
+  const cached = scrollPositions.get(key)
+  if (cached !== undefined) return cached
+  if (typeof window === 'undefined') return 0
+  try {
+    const value = Number(window.sessionStorage.getItem(SCROLL_STORAGE_PREFIX + key))
+    if (Number.isFinite(value) && value >= 0) {
+      scrollPositions.set(key, value)
+      return value
+    }
+  } catch {
+    // sessionStorage 不可用时仍可使用内存缓存。
+  }
+  return 0
+}
+
+function writeScrollPosition(key: string, value: number): void {
+  const next = Math.max(0, Math.round(value))
+  scrollPositions.set(key, next)
+  if (typeof window === 'undefined') return
+  try {
+    window.sessionStorage.setItem(SCROLL_STORAGE_PREFIX + key, String(next))
+  } catch {
+    // 私密模式等场景忽略存储失败，不影响页面滚动。
+  }
+}
+
+export function shouldRememberScroll(pathname: string): boolean {
+  return (
+    pathname === '/' ||
+    pathname === '/libraries' ||
+    pathname.startsWith('/library/') ||
+    pathname.startsWith('/media/')
+  )
+}
+
+/**
+ * 路由切换时 Outlet 内容变矮，浏览器会把共享滚动容器的 scrollTop 钳低，
+ * 并可能同步触发 scroll 事件。这种“假滚动”不能写入存储，否则返回时永远回到顶部。
+ */
+export function shouldPersistScrollSample(input: {
+  current: number
+  lastSaved: number
+  height: number
+  lastHeight: number
+}): boolean {
+  const { current, lastSaved, height, lastHeight } = input
+  if (height + 1 < lastHeight && current < lastSaved) {
+    return false
+  }
+  return true
+}
+
+/**
+ * 记住列表页的滚动位置。页面内容会异步长高，因此恢复期间会监听内容高度，
+ * 直到目标位置可达；期间用户主动滚动会立即接管，避免和恢复逻辑抢滚动条。
+ */
+export function useScrollMemory(pathname: string, userKey = 'anonymous'): void {
+  useLayoutEffect(() => {
+    const el = document.getElementById('app-main-scroll')
+    if (!el) return
+
+    if (!shouldRememberScroll(pathname)) {
+      el.scrollTop = 0
+      return
+    }
+
+    const key = `${userKey}:${pathname}`
+    const saved = readScrollPosition(key)
+    let restoring = saved > 0
+    let observer: ResizeObserver | null = null
+    let restoreTimer: number | null = null
+    let restoreFrame = 0
+    let restorePumpUntil = 0
+    let lastSaved = saved
+    let lastHeight = el.scrollHeight
+
+    const stopRestore = () => {
+      if (restoreFrame) {
+        window.cancelAnimationFrame(restoreFrame)
+        restoreFrame = 0
+      }
+      if (restoreTimer != null) {
+        window.clearTimeout(restoreTimer)
+        restoreTimer = null
+      }
+      observer?.disconnect()
+      observer = null
+    }
+
+    const finishRestore = () => {
+      if (!restoring) return
+      restoring = false
+      stopRestore()
+      lastSaved = Math.round(el.scrollTop)
+      lastHeight = el.scrollHeight
+      writeScrollPosition(key, lastSaved)
+    }
+
+    const tryRestore = () => {
+      if (!restoring) return
+      const max = Math.max(0, el.scrollHeight - el.clientHeight)
+      const target = Math.min(saved, max)
+      if (target > 0 && Math.abs(el.scrollTop - target) > 1) {
+        el.scrollTop = target
+      }
+      if (target >= saved - 1) {
+        finishRestore()
+      }
+    }
+
+    const pumpRestore = () => {
+      if (!restoring) return
+      tryRestore()
+      if (restoring && performance.now() < restorePumpUntil) {
+        restoreFrame = window.requestAnimationFrame(pumpRestore)
+      } else {
+        restoreFrame = 0
+      }
+    }
+
+    const saveNow = () => {
+      if (restoring) return
+      const current = Math.round(el.scrollTop)
+      const height = el.scrollHeight
+      if (
+        !shouldPersistScrollSample({
+          current,
+          lastSaved,
+          height,
+          lastHeight,
+        })
+      ) {
+        lastHeight = height
+        return
+      }
+      lastHeight = height
+      if (current === lastSaved) return
+      lastSaved = current
+      writeScrollPosition(key, current)
+    }
+
+    const cancelRestore = () => {
+      if (!restoring) return
+      restoring = false
+      stopRestore()
+      lastSaved = Math.round(el.scrollTop)
+      lastHeight = el.scrollHeight
+      writeScrollPosition(key, lastSaved)
+    }
+
+    if (saved <= 0) {
+      el.scrollTop = 0
+    } else {
+      tryRestore()
+      if (restoring) {
+        const content = el.firstElementChild
+        if (typeof ResizeObserver !== 'undefined' && content instanceof HTMLElement) {
+          observer = new ResizeObserver(() => tryRestore())
+          observer.observe(content)
+        }
+        restorePumpUntil = performance.now() + 1000
+        restoreFrame = window.requestAnimationFrame(pumpRestore)
+        restoreTimer = window.setTimeout(finishRestore, 10000)
+      }
+    }
+
+    const onPointerDown = (event: PointerEvent) => {
+      if (event.target === el) {
+        cancelRestore()
+      }
+      saveNow()
+    }
+
+    const onKeyDown = (event: KeyboardEvent) => {
+      if (
+        event.key === 'PageDown' ||
+        event.key === 'PageUp' ||
+        event.key === 'Home' ||
+        event.key === 'End' ||
+        event.key === 'ArrowDown' ||
+        event.key === 'ArrowUp' ||
+        event.key === ' '
+      ) {
+        cancelRestore()
+      }
+      saveNow()
+    }
+
+    el.addEventListener('scroll', saveNow, { passive: true })
+    el.addEventListener('pointerdown', onPointerDown, true)
+    window.addEventListener('wheel', cancelRestore, { passive: true, capture: true })
+    window.addEventListener('touchstart', cancelRestore, { passive: true, capture: true })
+    window.addEventListener('keydown', onKeyDown, true)
+
+    return () => {
+      el.removeEventListener('scroll', saveNow)
+      el.removeEventListener('pointerdown', onPointerDown, true)
+      window.removeEventListener('wheel', cancelRestore, true)
+      window.removeEventListener('touchstart', cancelRestore, true)
+      window.removeEventListener('keydown', onKeyDown, true)
+      stopRestore()
+      // 清理时写入最后一次有效位置，避免依赖已被钳制的 el.scrollTop。
+      writeScrollPosition(key, lastSaved)
+    }
+  }, [pathname, userKey])
+}

web/src/index.css

@@ -430,7 +430,8 @@ video::cue(*) {
 
 .animate-overlay-in { animation: overlay-in 0.15s ease-out both; }
 .animate-drawer-in { animation: drawer-in 0.22s ease-out both; }
-.animate-page-in { animation: page-in 0.25s ease-out both; }
+/* 播放完成后不能保留 transform，否则长页面会成为 fixed 弹框的包含块。 */
+.animate-page-in { animation: page-in 0.25s ease-out backwards; }
 .animate-accordion-in { animation: accordion-in 0.18s ease-out both; }
 .animate-fade-slide-in { animation: fade-slide-in 0.2s ease-out both; }
 .animate-menu-in { animation: menu-in 0.15s ease-out both; }

web/src/pages/HomePage.tsx

@@ -6,6 +6,10 @@ import type { HistoryItem } from '../api/playback'
 import type { Library, Media } from '../types'
 import type { SeriesCard } from '../utils/groupSeries'
 import { fetchLibraries, peekLibraries } from '../utils/libraryCache'
+import { buildLibraryTagTabs, filterLibrariesByTag } from '../utils/libraryTags'
+import { LibraryTagBar } from '../components/LibraryTagBar'
+import { ManageLibraryTagsDialogView } from '../components/ManageLibraryTagsDialogView'
+import { useLibraryTags } from '../hooks/useLibraryTags'
 import { usePinnedLibraries } from '../hooks/usePinnedLibraries'
 import { sortByPinnedIds } from '../utils/pinnedLibraries'
 import { partitionPreviewIDs } from '../utils/remoteEmby'
@@ -30,6 +34,7 @@ export function HomePage() {
   const [librariesLoading, setLibrariesLoading] = useState(true)
   const [historyLoading, setHistoryLoading] = useState(true)
   const { pinnedIds } = usePinnedLibraries()
+  const libraryTags = useLibraryTags()
 
   // 1. 媒体库元数据极速加载（不带 preview，毫秒级秒开首屏）。
   //    会话内已有缓存则先用缓存立即渲染，后台仍刷新一次兜底。
@@ -87,6 +92,19 @@ export function HomePage() {
 
   const sortedLibraries = useMemo(() => sortByPinnedIds(libraries, pinnedIds), [libraries, pinnedIds])
 
+  // 标签过滤只作用于展示层：选中的标签栏决定哪部分媒体库参与轮播/入口网格/内容行。
+  const effectiveTagId = libraryTags.selectedTagId
+  const tagTabs = useMemo(
+    () => buildLibraryTagTabs(sortedLibraries, libraryTags.tags),
+    [sortedLibraries, libraryTags.tags],
+  )
+  const taggedLibraries = useMemo(
+    () => filterLibrariesByTag(sortedLibraries, libraryTags.tags, effectiveTagId),
+    [sortedLibraries, libraryTags.tags, effectiveTagId],
+  )
+
+  const [libraryTagsOpen, setLibraryTagsOpen] = useState(false)
+
   // 按需拉取卡片预览管理。同一个库可能先以 4 张封面用于入口网格，
   // 稍后需要 10 张用于内容横排，因此缓存的是已加载数量而不是简单布尔值。
   const fetchedPreviewLimitsRef = useRef<Map<string, number>>(new Map())
@@ -151,49 +169,46 @@ export function HomePage() {
     )
   }, [])
 
-  // 3. 首屏只预取轮播和前三行所需的预览；入口卡片进入视口后再按批加载。
+  // 3. 首屏只预取轮播和前三行所需的预览；入口卡片进入视口后自行按批加载。
   useEffect(() => {
-    if (sortedLibraries.length === 0) return
-    const carouselLibIds = sortedLibraries
+    if (taggedLibraries.length === 0) return
+    const carouselLibIds = taggedLibraries
       .filter((l) => l.carousel_enabled === true)
       .map((l) => l.id)
-    const topRowLibIds = sortedLibraries.slice(0, 3).map((l) => l.id)
-    // 入口网格仍然是一次展示 20 个库；没有自定义封面的库必须在首屏
-    // 立即拉预览，否则会先出现占位图标再补图，体感反而更慢。
-    const topGridLibIds = sortedLibraries
-      .slice(0, 20)
-      .filter((l) => !l.cover_url)
-      .map((l) => l.id)
+    const topRowLibIds = taggedLibraries.slice(0, 3).map((l) => l.id)
     const shelfTargets = Array.from(new Set([...carouselLibIds, ...topRowLibIds]))
-    const shelfTargetSet = new Set(shelfTargets)
-    const gridTargets = topGridLibIds.filter((id) => !shelfTargetSet.has(id))
-    // 入口网格只需要 2 张封面，横向货架才需要 10 张。分开请求可以避免
-    // 为暂时不会出现的货架预取完整卡片窗口。
     void fetchPreviews(shelfTargets, 10)
-    void fetchPreviews(gridTargets, 2)
-  }, [sortedLibraries, fetchPreviews])
+  }, [taggedLibraries, fetchPreviews])
 
   // 4. 媒体库展示行渐进流式加载：默认先检视前 3 个库，随向下滚动逐步检视后续库
   const INITIAL_ROWS = 3
   const STEP_ROWS = 2
   const [visibleTargetCount, setVisibleTargetCount] = useState(INITIAL_ROWS)
-  const sentinelRef = useRef<HTMLDivElement | null>(null)
+  const sentinelRef = useRef<HTMLButtonElement | null>(null)
+  const userScrolledRef = useRef(false)
+
+  const revealMoreLibraries = useCallback(() => {
+    setVisibleTargetCount((prev) => {
+      if (prev >= taggedLibraries.length) return prev
+      return Math.min(prev + STEP_ROWS, taggedLibraries.length)
+    })
+  }, [taggedLibraries.length])
 
   // 随 visibleTargetCount 增加，按需触发后续库的预览加载
   useEffect(() => {
-    if (sortedLibraries.length === 0) return
-    const currentTargets = sortedLibraries.slice(0, visibleTargetCount).map((l) => l.id)
+    if (taggedLibraries.length === 0) return
+    const currentTargets = taggedLibraries.slice(0, visibleTargetCount).map((l) => l.id)
     void fetchPreviews(currentTargets, 10)
-  }, [sortedLibraries, visibleTargetCount, fetchPreviews])
+  }, [taggedLibraries, visibleTargetCount, fetchPreviews])
 
   // 当前已拉取并确认有内容的媒体库行
   const visibleLibraries = useMemo(() => {
-    return sortedLibraries
+    return taggedLibraries
       .slice(0, visibleTargetCount)
       .filter((lib) => (libraryData[lib.id]?.cards?.length ?? 0) > 0)
-  }, [sortedLibraries, visibleTargetCount, libraryData])
+  }, [taggedLibraries, visibleTargetCount, libraryData])
 
-  const hasMoreLibraries = visibleTargetCount < sortedLibraries.length
+  const hasMoreLibraries = visibleTargetCount < taggedLibraries.length
 
   // 底部哨兵监听与滚动双保险（触底解锁后续媒体库行）
   useEffect(() => {
@@ -201,12 +216,11 @@ export function HomePage() {
     if (!scrollParent) return
 
     const handleCheckBottom = () => {
+      if (scrollParent.scrollTop <= 0) return
+      userScrolledRef.current = true
       const remaining = scrollParent.scrollHeight - scrollParent.scrollTop - scrollParent.clientHeight
       if (remaining < 600) {
-        setVisibleTargetCount((prev) => {
-          if (prev >= sortedLibraries.length) return prev
-          return Math.min(prev + STEP_ROWS, sortedLibraries.length)
-        })
+        revealMoreLibraries()
       }
     }
 
@@ -218,11 +232,8 @@ export function HomePage() {
       observer = new IntersectionObserver(
         (entries) => {
           const [entry] = entries
-          if (entry?.isIntersecting) {
-            setVisibleTargetCount((prev) => {
-              if (prev >= sortedLibraries.length) return prev
-              return Math.min(prev + STEP_ROWS, sortedLibraries.length)
-            })
+          if (entry?.isIntersecting && userScrolledRef.current) {
+            revealMoreLibraries()
           }
         },
         {
@@ -234,15 +245,13 @@ export function HomePage() {
       observer.observe(sentinel)
     }
 
-    handleCheckBottom()
-
     return () => {
       scrollParent.removeEventListener('scroll', handleCheckBottom)
       if (observer) {
         observer.disconnect()
       }
     }
-  }, [visibleLibraries.length, hasMoreLibraries, sortedLibraries.length])
+  }, [hasMoreLibraries, revealMoreLibraries, visibleLibraries.length])
 
   // Quick lookup map for libraries
   const libraryMap = useMemo(() => {
@@ -267,7 +276,7 @@ export function HomePage() {
   // series-type libs (loaded via /series), so gate on cards instead.
   const carouselItems = useMemo(() => {
     const candidateMedia: Media[] = []
-    const effectiveSelectedIds = libraries
+    const effectiveSelectedIds = taggedLibraries
       .filter((l) => l.carousel_enabled === true)
       .map((l) => l.id)
 
@@ -284,7 +293,7 @@ export function HomePage() {
 
     // Fallback to all loaded items with artwork
     if (candidateMedia.length === 0) {
-      for (const lib of libraries) {
+      for (const lib of taggedLibraries) {
         const data = libraryData[lib.id]
         if (data) {
           for (const card of data.cards) {
@@ -295,14 +304,13 @@ export function HomePage() {
     }
 
     return candidateMedia.slice(0, 10)
-  }, [libraries, libraryData])
+  }, [taggedLibraries, libraryData])
 
   // 库列表还没回来先展示整页 loading；库为空时再等一下播放记录，
   // 以免在"空站点"和"有观看记录"两个终态之间闪空白。
   if (librariesLoading || (libraries.length === 0 && historyLoading)) {
     return <HomeLoadingState />
   }
-
   const empty =
     libraries.length === 0 &&
     history.length === 0
@@ -322,18 +330,49 @@ export function HomePage() {
       {historyLoading && <ContinueWatchingSkeleton />}
       {!historyLoading && history.length > 0 && <ContinueWatchingSection history={history} />}
 
-      {/* 3. 媒体库卡片区（每页展示 20 个媒体库） */}
+      {/* 3. 媒体库标签栏 + 卡片区（每页展示 20 个媒体库） */}
       {sortedLibraries.length > 0 && (
-        <HomeLibrariesSection
-          libraries={sortedLibraries}
-          libraryData={libraryData}
-          libraryCounts={libraryCounts}
-          onNeedPreviews={fetchPreviews}
-        />
+        <section className="space-y-6">
+          <LibraryTagBar
+            tabs={tagTabs}
+            selectedTagId={effectiveTagId}
+            onSelect={libraryTags.setSelectedTagId}
+            onCreate={(name) => {
+              void libraryTags.createTag(name)
+            }}
+            onManage={() => setLibraryTagsOpen(true)}
+            busy={libraryTags.saving}
+          />
+          {libraryTagsOpen && (
+            <ManageLibraryTagsDialogView
+              tags={libraryTags.tags}
+              libraries={libraries}
+              saving={libraryTags.saving}
+              onCreate={libraryTags.createTag}
+              onRename={libraryTags.renameTag}
+              onRemove={libraryTags.removeTag}
+              onAssign={libraryTags.assignLibrary}
+              onAssignBatch={libraryTags.assignLibraries}
+              onClose={() => setLibraryTagsOpen(false)}
+            />
+          )}
+          {taggedLibraries.length === 0 ? (
+            <p className="rounded-2xl border border-dashed border-[var(--app-border)] bg-[var(--app-panel)] px-4 py-12 text-center text-sm text-[var(--app-muted)]">
+              「{effectiveTagId}」标签下还没有媒体库，可在「管理标签」里把媒体库归入该标签。
+            </p>
+          ) : (
+            <HomeLibrariesSection
+              libraries={taggedLibraries}
+              libraryData={libraryData}
+              libraryCounts={libraryCounts}
+              onNeedPreviews={fetchPreviews}
+            />
+          )}
+        </section>
       )}
 
       {/* 4. 各媒体库内容展示行（向下滑动渐进流式加载，不受上方20个分页限制） */}
-      {visibleLibraries.length > 0 && (
+      {(visibleLibraries.length > 0 || hasMoreLibraries) && (
         <div className="space-y-10">
           {visibleLibraries.map((lib) => {
             const cards = libraryData[lib.id]?.cards || []
@@ -346,12 +385,17 @@ export function HomePage() {
             )
           })}
           {hasMoreLibraries && (
-            <div ref={sentinelRef} className="flex h-10 w-full items-center justify-center py-2 opacity-60">
+            <button
+              ref={sentinelRef}
+              type="button"
+              onClick={revealMoreLibraries}
+              className="flex h-10 w-full items-center justify-center py-2 opacity-60 transition-opacity hover:opacity-100"
+            >
               <div className="flex items-center gap-2 text-xs text-[var(--app-muted)]">
                 <div className="h-1.5 w-1.5 animate-ping rounded-full bg-brand-500" />
                 <span>加载更多媒体库…</span>
               </div>
-            </div>
+            </button>
           )}
         </div>
       )}

web/src/pages/HomePageSections.tsx

@@ -1,5 +1,5 @@
 import { useEffect, useMemo, useRef, useState, type ReactNode } from 'react'
-import { Link } from 'react-router-dom'
+import { Link, useLocation } from 'react-router-dom'
 import {
   ArrowRight,
   ChevronLeft,
@@ -9,6 +9,7 @@ import {
   FolderOpen,
   Library as LibraryIcon,
   Music,
+  Pin,
   Play,
   PlayCircle,
   Sparkles,
@@ -19,6 +20,7 @@ import {
 import { imageURL } from '../api/client'
 import { useInViewOnce } from '../hooks/useInViewOnce'
 import { useLazyPreviewBatch } from '../hooks/useLazyPreviewBatch'
+import { useRememberedListPosition } from '../hooks/useListPositionMemory'
 import { MediaCard } from '../components/MediaCard'
 import type { HistoryItem } from '../api/playback'
 import type { Library, Media } from '../types'
@@ -355,14 +357,28 @@ export function HomeLibrariesSection({
   libraryData,
   libraryCounts,
   onNeedPreviews,
+  pinnedIds = [],
+  onTogglePin,
+  showAllLink = true,
+  title = '媒体库',
 }: {
   libraries: Library[]
   libraryData?: Record<string, { cards: SeriesCard[]; items: Media[]; total: number }>
   libraryCounts: Record<string, number>
   onNeedPreviews?: (ids: string[], limit?: number) => void
+  pinnedIds?: string[]
+  onTogglePin?: (libraryId: string) => void
+  showAllLink?: boolean
+  title?: string
 }) {
   const PAGE_SIZE = 20
-  const [currentPage, setCurrentPage] = useState(1)
+  // 分页位置按路由分别记忆：首页「媒体库」和 /libraries 的「媒体库入口」
+  // 各自保留自己的页码，进入媒体库详情再返回时不会掉回第一页。
+  const { pathname } = useLocation()
+  const [currentPage, setCurrentPage] = useRememberedListPosition(
+    `libraries-grid:${pathname}`,
+    1,
+  )
   const totalPages = Math.max(1, Math.ceil(libraries.length / PAGE_SIZE))
   const effectivePage = Math.min(currentPage, totalPages)
   const queuePreview = useLazyPreviewBatch((ids) => onNeedPreviews?.(ids, 2))
@@ -382,7 +398,7 @@ export function HomeLibrariesSection({
           <div>
             <div className="flex items-center gap-2">
               <h2 className="font-display text-xl font-extrabold tracking-tight text-[var(--app-text)]">
-                媒体库
+                {title}
               </h2>
               {libraries.length > PAGE_SIZE && (
                 <span className="rounded-md border border-[var(--app-border)] bg-[var(--app-panel-soft)] px-1.5 py-0.5 text-[11px] font-semibold text-[var(--app-muted)]">
@@ -396,41 +412,45 @@ export function HomeLibrariesSection({
           </div>
         </div>
 
-        <div className="flex items-center gap-3">
-          {totalPages > 1 && (
-            <div className="flex items-center gap-2 rounded-xl border border-[var(--app-border)] bg-[var(--app-panel-soft)] px-2 py-1 text-xs">
-              <button
-                type="button"
-                onClick={() => setCurrentPage((p) => Math.max(1, p - 1))}
-                disabled={effectivePage <= 1}
-                className="rounded-lg p-1 text-[var(--app-muted)] hover:bg-[var(--app-hover)] hover:text-[var(--app-text)] disabled:opacity-30 disabled:hover:bg-transparent disabled:hover:text-[var(--app-muted)] transition-colors"
-                title="上一页"
-              >
-                <ChevronLeft size={14} />
-              </button>
-              <span className="font-mono text-xs font-semibold text-[var(--app-subtle)]">
-                {effectivePage} / {totalPages}
-              </span>
-              <button
-                type="button"
-                onClick={() => setCurrentPage((p) => Math.min(totalPages, p + 1))}
-                disabled={effectivePage >= totalPages}
-                className="rounded-lg p-1 text-[var(--app-muted)] hover:bg-[var(--app-hover)] hover:text-[var(--app-text)] disabled:opacity-30 disabled:hover:bg-transparent disabled:hover:text-[var(--app-muted)] transition-colors"
-                title="下一页"
-              >
-                <ChevronRight size={14} />
-              </button>
-            </div>
-          )}
+        {(totalPages > 1 || showAllLink) && (
+          <div className="flex items-center gap-3">
+            {totalPages > 1 && (
+              <div className="flex items-center gap-2 rounded-xl border border-[var(--app-border)] bg-[var(--app-panel-soft)] px-2 py-1 text-xs">
+                <button
+                  type="button"
+                  onClick={() => setCurrentPage((p) => Math.max(1, p - 1))}
+                  disabled={effectivePage <= 1}
+                  className="rounded-lg p-1 text-[var(--app-muted)] hover:bg-[var(--app-hover)] hover:text-[var(--app-text)] disabled:opacity-30 disabled:hover:bg-transparent disabled:hover:text-[var(--app-muted)] transition-colors"
+                  title="上一页"
+                >
+                  <ChevronLeft size={14} />
+                </button>
+                <span className="font-mono text-xs font-semibold text-[var(--app-subtle)]">
+                  {effectivePage} / {totalPages}
+                </span>
+                <button
+                  type="button"
+                  onClick={() => setCurrentPage((p) => Math.min(totalPages, p + 1))}
+                  disabled={effectivePage >= totalPages}
+                  className="rounded-lg p-1 text-[var(--app-muted)] hover:bg-[var(--app-hover)] hover:text-[var(--app-text)] disabled:opacity-30 disabled:hover:bg-transparent disabled:hover:text-[var(--app-muted)] transition-colors"
+                  title="下一页"
+                >
+                  <ChevronRight size={14} />
+                </button>
+              </div>
+            )}
 
-          <Link
-            to="/libraries"
-            className="group inline-flex items-center gap-1 text-xs font-bold text-[var(--app-subtle)] transition-colors hover:text-brand-500"
-          >
-            <span>全部媒体库</span>
-            <ArrowRight size={14} className="transition-transform group-hover:translate-x-0.5" />
-          </Link>
-        </div>
+            {showAllLink && (
+              <Link
+                to="/libraries"
+                className="group inline-flex items-center gap-1 text-xs font-bold text-[var(--app-subtle)] transition-colors hover:text-brand-500"
+              >
+                <span>全部媒体库</span>
+                <ArrowRight size={14} className="transition-transform group-hover:translate-x-0.5" />
+              </Link>
+            )}
+          </div>
+        )}
       </div>
 
       <div className="grid grid-cols-2 gap-4 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 xl:grid-cols-5 2xl:grid-cols-6">
@@ -440,6 +460,8 @@ export function HomeLibrariesSection({
             library={lib}
             count={libraryCounts[lib.id] ?? 0}
             cards={libraryData?.[lib.id]?.cards ?? []}
+            pinned={pinnedIds.includes(lib.id)}
+            onTogglePin={onTogglePin ? () => onTogglePin(lib.id) : undefined}
             onVisible={() => {
               if (!lib.cover_url) {
                 queuePreview(lib.id)
@@ -452,73 +474,100 @@ export function HomeLibrariesSection({
   )
 }
 
-function HomeLibraryCard({
+export function HomeLibraryCard({
   library,
   count,
   cards,
+  pinned = false,
+  onTogglePin,
   onVisible,
 }: {
   library: Library
   count: number
   cards: SeriesCard[]
+  pinned?: boolean
+  onTogglePin?: () => void
   onVisible: () => void
 }) {
-  const ref = useInViewOnce<HTMLAnchorElement>(onVisible)
+  const ref = useInViewOnce<HTMLDivElement>(onVisible)
   const artwork = getLibraryArtworks(library, cards)
 
   return (
-    <Link
+    <div
       ref={ref}
-      to={`/library/${library.id}`}
-      className="group relative flex flex-col justify-between overflow-hidden rounded-2xl border border-[var(--app-border)] bg-[var(--app-panel)] p-3 transition-all duration-300 hover:-translate-y-1 hover:border-brand-500/50 hover:bg-[var(--app-hover)]/40 hover:shadow-lg hover:shadow-brand-500/10"
-      title={library.name}
+      className={`group relative h-full overflow-hidden rounded-2xl border bg-[var(--app-panel)] transition-all duration-300 hover:-translate-y-1 hover:border-brand-500/50 hover:bg-[var(--app-hover)]/40 hover:shadow-lg hover:shadow-brand-500/10 ${
+        pinned ? 'border-brand-500/60 ring-1 ring-brand-500/20' : 'border-[var(--app-border)]'
+      }`}
     >
-      <div
-        className={`relative h-28 w-full overflow-hidden rounded-xl bg-[linear-gradient(135deg,var(--app-panel-soft),var(--app-panel))] shadow-inner ${
-          artwork.length > 1 ? 'grid grid-cols-2 gap-0.5' : ''
-        }`}
+      <Link
+        to={`/library/${library.id}`}
+        className="flex h-full flex-col justify-between p-3"
+        title={library.name}
       >
-        {artwork.length > 0 ? (
-          artwork.map(({ src, version }, index) => (
-            <img
-              key={`${src}-${index}`}
-              src={imageURL(
-                src,
-                version,
-                library.cover_url ? undefined : { maxWidth: 480, maxHeight: 320, quality: 78 },
-              )}
-              alt=""
-              loading="lazy"
-              referrerPolicy="no-referrer"
-              className="h-full w-full object-cover transition-transform duration-500 group-hover:scale-105"
-              onError={(event) => {
-                event.currentTarget.style.visibility = 'hidden'
-              }}
-            />
-          ))
-        ) : (
-          <div className="flex h-full w-full items-center justify-center text-brand-500">
-            {TYPE_ICONS[library.type] || <FolderOpen size={28} />}
-          </div>
-        )}
-
-        <div className="absolute top-2 right-2 rounded-lg border border-white/20 bg-black/60 px-2 py-0.5 text-[10px] font-bold text-white backdrop-blur-md shadow-sm">
-          {TYPE_LABELS[library.type] || '自定义'}
-        </div>
-      </div>
-
-      <div className="mt-3 flex flex-col justify-between">
-        <h3
-          className="line-clamp-2 break-words font-display text-sm font-bold text-[var(--app-text)] group-hover:text-brand-500"
-          title={library.name}
+        <div
+          className={`relative h-28 w-full overflow-hidden rounded-xl bg-[linear-gradient(135deg,var(--app-panel-soft),var(--app-panel))] shadow-inner ${
+            artwork.length > 1 ? 'grid grid-cols-2 gap-0.5' : ''
+          }`}
         >
-          {library.name}
-        </h3>
-        <p className="mt-0.5 text-xs text-[var(--app-muted)]">
-          {count > 0 ? `${count} 部媒体` : '暂无条目'}
-        </p>
-      </div>
-    </Link>
+          {artwork.length > 0 ? (
+            artwork.map(({ src, version }, index) => (
+              <img
+                key={`${src}-${index}`}
+                src={imageURL(
+                  src,
+                  version,
+                  library.cover_url ? undefined : { maxWidth: 480, maxHeight: 320, quality: 78 },
+                )}
+                alt=""
+                loading="lazy"
+                referrerPolicy="no-referrer"
+                className="h-full w-full object-cover transition-transform duration-500 group-hover:scale-105"
+                onError={(event) => {
+                  event.currentTarget.style.visibility = 'hidden'
+                }}
+              />
+            ))
+          ) : (
+            <div className="flex h-full w-full items-center justify-center text-brand-500">
+              {TYPE_ICONS[library.type] || <FolderOpen size={28} />}
+            </div>
+          )}
+
+          <div className="absolute top-2 right-2 rounded-lg border border-white/20 bg-black/60 px-2 py-0.5 text-[10px] font-bold text-white backdrop-blur-md shadow-sm">
+            {TYPE_LABELS[library.type] || '自定义'}
+          </div>
+        </div>
+
+        <div className="mt-3 flex flex-col justify-between">
+          <h3
+            className="line-clamp-2 break-words font-display text-sm font-bold text-[var(--app-text)] group-hover:text-brand-500"
+            title={library.name}
+          >
+            {library.name}
+          </h3>
+          <p className="mt-0.5 text-xs text-[var(--app-muted)]">
+            {count > 0 ? `${count} 部媒体` : '暂无条目'}
+          </p>
+        </div>
+      </Link>
+
+      {onTogglePin && (
+        <button
+          type="button"
+          onClick={onTogglePin}
+          className={`absolute left-2 top-2 z-10 rounded-lg border p-1.5 shadow-sm backdrop-blur-md transition-all duration-200 opacity-100 sm:pointer-events-none sm:opacity-0 sm:group-hover:pointer-events-auto sm:group-hover:opacity-100 sm:group-focus-within:pointer-events-auto sm:group-focus-within:opacity-100 sm:focus-visible:pointer-events-auto sm:focus-visible:opacity-100 ${
+            pinned
+              ? 'border-brand-400/50 bg-brand-500 text-white'
+              : 'border-white/20 bg-black/60 text-white hover:bg-black/75'
+          }`}
+          title={pinned ? '取消置顶' : '置顶媒体库'}
+          aria-label={pinned ? '取消置顶' : '置顶媒体库'}
+          aria-pressed={pinned}
+        >
+          <Pin size={13} className={pinned ? 'fill-current' : ''} />
+        </button>
+      )}
+    </div>
   )
 }
 

web/src/pages/LibrariesPage.tsx

@@ -2,9 +2,13 @@ import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
 
 import { libraryAPI } from '../api/library'
 import { toolsAPI } from '../api/tools'
+import { LibraryTagBar } from '../components/LibraryTagBar'
+import { ManageLibraryTagsDialogView } from '../components/ManageLibraryTagsDialogView'
 import { openManageLibrariesDialog } from '../components/manageLibrariesDialog'
 import { useEpisodeArtworkPreference } from '../hooks/useEpisodeArtworkPreference'
+import { useLibraryTags } from '../hooks/useLibraryTags'
 import { usePinnedLibraries } from '../hooks/usePinnedLibraries'
+import { useAuthStore } from '../stores/auth'
 import {
   LibrariesContent,
   LibrariesEmptyState,
@@ -13,18 +17,30 @@ import {
 import type { LibraryPreview } from './librariesPageModel'
 import type { Library } from '../types'
 import type { SeriesCard } from '../utils/groupSeries'
+import {
+  readLibraryListSort,
+  sortLibraryPreviewsByField,
+  writeLibraryListSort,
+  type LibraryListSortField,
+  type LibraryListSortOrder,
+} from '../utils/libraryListSort'
 import { fetchLibraries, invalidateLibraries, peekLibraries } from '../utils/libraryCache'
-import { sortLibraryPreviews } from '../utils/pinnedLibraries'
+import { ALL_TAG_ID, buildLibraryTagTabs, filterLibrariesByTag } from '../utils/libraryTags'
+import type { LibraryTag } from '../utils/libraryTags'
 import { partitionPreviewIDs } from '../utils/remoteEmby'
 
 export function LibrariesPage() {
+  const isAdmin = useAuthStore((state) => state.user?.role === 'admin')
   const [libraries, setLibraries] = useState<Library[]>([])
   const [libraryData, setLibraryData] = useState<Record<string, { cards: SeriesCard[]; total: number }>>({})
   const { pinnedIds, loading: pinnedLoading, togglePin } = usePinnedLibraries()
+  const libraryTags = useLibraryTags()
   const [loading, setLoading] = useState(true)
   const [repairing, setRepairing] = useState(false)
   const [repairEpisodeArtwork, setRepairEpisodeArtwork] = useEpisodeArtworkPreference()
   const [repairMsg, setRepairMsg] = useState('')
+  const [sortField, setSortField] = useState<LibraryListSortField>(() => readLibraryListSort().field)
+  const [sortOrder, setSortOrder] = useState<LibraryListSortOrder>(() => readLibraryListSort().order)
 
   // 缓存每个库已加载到的预览数量：入口网格只需要 2 张，横向货架需要 10 张。
   const fetchedPreviewLimitsRef = useRef<Map<string, number>>(new Map())
@@ -103,7 +119,7 @@ export function LibrariesPage() {
   }, [])
 
   async function handleRepairRescrape() {
-    if (repairing) return
+    if (!isAdmin || repairing) return
     setRepairing(true)
     setRepairMsg('')
     try {
@@ -117,6 +133,7 @@ export function LibrariesPage() {
   }
 
   const handleManageLibraries = async () => {
+    if (!isAdmin) return
     await openManageLibrariesDialog()
     await loadLibraries({ force: true })
   }
@@ -137,13 +154,35 @@ export function LibrariesPage() {
     })
   }, [libraries, libraryData])
 
-  const sortedPreviews = useMemo(() => sortLibraryPreviews(previews, pinnedIds), [previews, pinnedIds])
+  const sortedPreviews = useMemo(
+    () => sortLibraryPreviewsByField(previews, pinnedIds, sortField, sortOrder),
+    [previews, pinnedIds, sortField, sortOrder],
+  )
+
+  const handleSortChange = useCallback((field: LibraryListSortField, order: LibraryListSortOrder) => {
+    setSortField(field)
+    setSortOrder(order)
+    writeLibraryListSort(field, order)
+  }, [])
 
   const handleTogglePin = useCallback((libraryId: string) => {
     void togglePin(libraryId)
   }, [togglePin])
 
-  const total = useMemo(() => previews.reduce((sum, preview) => sum + preview.total, 0), [previews])
+  const [libraryTagsOpen, setLibraryTagsOpen] = useState(false)
+  const effectiveTagId = libraryTags.selectedTagId
+  const tagTabs = useMemo(
+    () => buildLibraryTagTabs(sortedPreviews.map((preview) => preview.library), libraryTags.tags),
+    [sortedPreviews, libraryTags.tags],
+  )
+  const taggedPreviews = useMemo(
+    () => filterPreviewsByTag(sortedPreviews, libraryTags.tags, effectiveTagId),
+    [sortedPreviews, libraryTags.tags, effectiveTagId],
+  )
+  const taggedTotal = useMemo(
+    () => taggedPreviews.reduce((sum, preview) => sum + preview.total, 0),
+    [taggedPreviews],
+  )
 
   if (loading || pinnedLoading) {
     return <p className="px-2 py-8 text-sm text-sand-500">媒体库加载中…</p>
@@ -152,21 +191,54 @@ export function LibrariesPage() {
   return (
     <div className="space-y-8">
       <LibrariesHeader
-        previewCount={previews.length}
-        total={total}
+        previewCount={taggedPreviews.length}
+        total={taggedTotal}
+        isAdmin={isAdmin}
         repairMsg={repairMsg}
         repairEpisodeArtwork={repairEpisodeArtwork}
         repairing={repairing}
+        sortField={sortField}
+        sortOrder={sortOrder}
+        onSortChange={handleSortChange}
         onRepairEpisodeArtworkChange={setRepairEpisodeArtwork}
         onRepairRescrape={handleRepairRescrape}
         onManageLibraries={handleManageLibraries}
       />
 
+      <LibraryTagBar
+        tabs={tagTabs}
+        selectedTagId={effectiveTagId}
+        onSelect={libraryTags.setSelectedTagId}
+        onCreate={(name) => {
+          void libraryTags.createTag(name)
+        }}
+        onManage={() => setLibraryTagsOpen(true)}
+        busy={libraryTags.saving}
+      />
+
+      {libraryTagsOpen && (
+        <ManageLibraryTagsDialogView
+          tags={libraryTags.tags}
+          libraries={libraries}
+          saving={libraryTags.saving}
+          onCreate={libraryTags.createTag}
+          onRename={libraryTags.renameTag}
+          onRemove={libraryTags.removeTag}
+          onAssign={libraryTags.assignLibrary}
+          onAssignBatch={libraryTags.assignLibraries}
+          onClose={() => setLibraryTagsOpen(false)}
+        />
+      )}
+
       {previews.length === 0 ? (
-        <LibrariesEmptyState />
+        <LibrariesEmptyState isAdmin={isAdmin} />
+      ) : taggedPreviews.length === 0 ? (
+        <p className="rounded-3xl border border-dashed border-[var(--app-border)] bg-[var(--app-panel)] px-4 py-16 text-center text-sm text-[var(--app-muted)]">
+          「{effectiveTagId}」标签下还没有媒体库，可在「管理标签」里把媒体库归入该标签。
+        </p>
       ) : (
         <LibrariesContent
-          previews={sortedPreviews}
+          previews={taggedPreviews}
           pinnedIds={pinnedIds}
           onTogglePin={handleTogglePin}
           onNeedPreviews={fetchPreviews}
@@ -175,3 +247,20 @@ export function LibrariesPage() {
     </div>
   )
 }
+
+/** 按选中标签过滤媒体库预览（ALL_TAG_ID 时原样返回，保留置顶/列表排序）。 */
+function filterPreviewsByTag(previews: LibraryPreview[], tags: LibraryTag[], tagId: string): LibraryPreview[] {
+  if (!tagId || tagId === ALL_TAG_ID) return previews
+  const ordered = filterLibrariesByTag(
+    previews.map((preview) => ({ id: preview.library.id })),
+    tags,
+    tagId,
+  )
+  const byId = new Map(previews.map((preview) => [preview.library.id, preview]))
+  const out: LibraryPreview[] = []
+  for (const item of ordered) {
+    const preview = byId.get(item.id)
+    if (preview) out.push(preview)
+  }
+  return out
+}

web/src/pages/LibrariesPageSections.tsx

@@ -1,49 +1,41 @@
-import { useEffect, useMemo, useRef, useState, type ReactNode } from 'react'
+import { useCallback, useEffect, useMemo, useRef } from 'react'
 import { Link } from 'react-router-dom'
-import { ArrowRight, ChevronLeft, ChevronRight, Film, FolderOpen, Library as LibraryIcon, Music, Pin, PlayCircle, RefreshCw, Sparkles, Tv } from 'lucide-react'
+import { Library as LibraryIcon, RefreshCw, Sparkles } from 'lucide-react'
 
-import { imageURL } from '../api/client'
 import { EpisodeArtworkToggle } from '../components/EpisodeArtworkToggle'
-import { MediaCard } from '../components/MediaCard'
-import { useInViewOnce } from '../hooks/useInViewOnce'
-import { useLazyPreviewBatch } from '../hooks/useLazyPreviewBatch'
-import { seriesCardLink } from '../utils/groupSeries'
-import { libraryDisplayPath } from './libraryDisplayModel'
-import { libraryArtworkItems, type LibraryPreview } from './librariesPageModel'
-import { isLibraryPinned } from '../utils/pinnedLibraries'
+import { LibraryListSortDropdown } from '../components/LibraryListSortDropdown'
+import { useRememberedListPosition } from '../hooks/useListPositionMemory'
+import type { LibraryListSortField, LibraryListSortOrder } from '../utils/libraryListSort'
+import { HomeLibrariesSection, HomeLibraryRowSection } from './HomePageSections'
+import type { LibraryPreview } from './librariesPageModel'
 
-const TYPE_ICONS: Record<string, ReactNode> = {
-  movie: <Film size={18} />,
-  tv: <Tv size={18} />,
-  anime: <PlayCircle size={18} />,
-  variety: <Tv size={18} />,
-  music: <Music size={18} />,
-  adult: <Film size={18} />,
-}
-const TYPE_LABELS: Record<string, string> = {
-  movie: '电影',
-  tv: '剧集',
-  anime: '动漫',
-  variety: '综艺',
-  music: '音乐',
-  adult: '成人',
-}
+// 返回媒体库列表时最多一次性解锁的货架数量：滚动到很深的位置后回来
+// 仍能落到原处，同时避免一次渲染过多货架。上限之外的继续按需解锁。
+const MAX_RESTORED_SHELVES = 15
 
 export function LibrariesHeader({
   previewCount,
   total,
+  isAdmin,
   repairMsg,
   repairEpisodeArtwork,
   repairing,
+  sortField,
+  sortOrder,
+  onSortChange,
   onRepairEpisodeArtworkChange,
   onRepairRescrape,
   onManageLibraries,
 }: {
   previewCount: number
   total: number
+  isAdmin: boolean
   repairMsg: string
   repairEpisodeArtwork: boolean
   repairing: boolean
+  sortField: LibraryListSortField
+  sortOrder: LibraryListSortOrder
+  onSortChange: (field: LibraryListSortField, order: LibraryListSortOrder) => void
   onRepairEpisodeArtworkChange: (value: boolean) => void
   onRepairRescrape: () => void
   onManageLibraries: () => void
@@ -57,48 +49,55 @@ export function LibrariesHeader({
         </p>
       </div>
       <div className="flex flex-wrap items-center gap-2 sm:gap-3">
-        {repairMsg && <span className="w-full text-xs text-ink-50">{repairMsg}</span>}
-        <EpisodeArtworkToggle
-          checked={repairEpisodeArtwork}
-          onChange={onRepairEpisodeArtworkChange}
-          title="关闭后仍会获取主海报和每集文字元数据，只跳过每集图片"
-          className="h-9 sm:h-10 text-xs sm:text-sm"
-        />
-        <button
-          type="button"
-          onClick={onRepairRescrape}
-          disabled={repairing}
-          className="btn-outline !px-3 !py-1.5 text-xs sm:!px-4 sm:!py-2.5 sm:text-sm disabled:cursor-not-allowed disabled:opacity-60"
-          title="从媒体路径回填缺失/错误的外部 ID，再批量重刮整库"
-        >
-          <RefreshCw size={14} className={repairing ? 'animate-spin' : ''} />
-          {repairing ? '正在启动…' : '全库修复+重刮'}
-        </button>
-        <Link
-          to="/scraper/queue"
-          className="btn-outline inline-flex items-center gap-1.5 !px-3 !py-1.5 text-xs sm:!px-4 sm:!py-2.5 sm:text-sm"
-          title="查看正在进行的刮削任务与进度"
-        >
-          <Sparkles size={14} className="text-brand-500" />
-          <span>刮削队列</span>
-        </Link>
-        <button
-          type="button"
-          onClick={onManageLibraries}
-          className="btn-outline !px-3 !py-1.5 text-xs sm:!px-4 sm:!py-2.5 sm:text-sm"
-        >
-          管理媒体库
-        </button>
+        <LibraryListSortDropdown value={sortField} order={sortOrder} onChange={onSortChange} />
+        {isAdmin && (
+          <>
+            {repairMsg && <span className="w-full text-xs text-ink-50">{repairMsg}</span>}
+            <EpisodeArtworkToggle
+              checked={repairEpisodeArtwork}
+              onChange={onRepairEpisodeArtworkChange}
+              title="关闭后仍会获取主海报和每集文字元数据，只跳过每集图片"
+              className="h-9 sm:h-10 text-xs sm:text-sm"
+            />
+            <button
+              type="button"
+              onClick={onRepairRescrape}
+              disabled={repairing}
+              className="btn-outline !px-3 !py-1.5 text-xs sm:!px-4 sm:!py-2.5 sm:text-sm disabled:cursor-not-allowed disabled:opacity-60"
+              title="从媒体路径回填缺失/错误的外部 ID，再批量重刮整库"
+            >
+              <RefreshCw size={14} className={repairing ? 'animate-spin' : ''} />
+              {repairing ? '正在启动…' : '全库修复+重刮'}
+            </button>
+            <Link
+              to="/scraper/queue"
+              className="btn-outline inline-flex items-center gap-1.5 !px-3 !py-1.5 text-xs sm:!px-4 sm:!py-2.5 sm:text-sm"
+              title="查看正在进行的刮削任务与进度"
+            >
+              <Sparkles size={14} className="text-brand-500" />
+              <span>刮削队列</span>
+            </Link>
+            <button
+              type="button"
+              onClick={onManageLibraries}
+              className="btn-outline !px-3 !py-1.5 text-xs sm:!px-4 sm:!py-2.5 sm:text-sm"
+            >
+              管理媒体库
+            </button>
+          </>
+        )}
       </div>
     </div>
   )
 }
 
-export function LibrariesEmptyState() {
+export function LibrariesEmptyState({ isAdmin = false }: { isAdmin?: boolean }) {
   return (
-    <div className="flex flex-col items-center justify-center rounded-3xl border border-dashed border-sand-200 bg-white py-24 text-center">
-      <LibraryIcon className="mb-4 h-12 w-12 text-gray-400" />
-      <p className="text-sm text-ink-50">暂无媒体库，请到管理后台添加目录。</p>
+    <div className="flex flex-col items-center justify-center rounded-3xl border border-dashed border-[var(--app-border)] bg-[var(--app-panel)] py-24 text-center">
+      <LibraryIcon className="mb-4 h-12 w-12 text-[var(--app-muted)]" />
+      <p className="text-sm text-[var(--app-muted)]">
+        {isAdmin ? '暂无媒体库，请到管理后台添加目录。' : '暂无可用媒体库。'}
+      </p>
     </div>
   )
 }
@@ -114,33 +113,40 @@ export function LibrariesContent({
   onTogglePin: (libraryId: string) => void
   onNeedPreviews?: (ids: string[], limit?: number) => void
 }) {
-  const pinnedCount = previews.filter((preview) => isLibraryPinned(preview.library.id, pinnedIds)).length
-  const queuePreview = useLazyPreviewBatch((ids) => onNeedPreviews?.(ids, 2))
-
-  // 下方媒体库货架支持向下滑动渐进流式加载：默认先展示前 3 个库货架，
-  // 随着用户向下滑动接近底部，通过 IntersectionObserver 动态解锁后续媒体库货架。
+  // 下方媒体库货架继续按需解锁：首屏先展示前 3 个，滚动接近底部再加载 2 个。
   const INITIAL_SHELVES = 3
   const STEP_SHELVES = 2
-  const [visibleCount, setVisibleCount] = useState(INITIAL_SHELVES)
-  const sentinelRef = useRef<HTMLDivElement | null>(null)
+  // 货架解锁数量同样跨路由记忆：进入媒体库详情再返回不会从头解锁。
+  const [visibleCount, setVisibleCount] = useRememberedListPosition(
+    'libraries-shelves',
+    INITIAL_SHELVES,
+    MAX_RESTORED_SHELVES,
+  )
+  const sentinelRef = useRef<HTMLButtonElement | null>(null)
+  const userScrolledRef = useRef(false)
+
+  const revealMoreShelves = useCallback(() => {
+    setVisibleCount((prev) => {
+      if (prev >= previews.length) return prev
+      return Math.min(prev + STEP_SHELVES, previews.length)
+    })
+  }, [previews.length, setVisibleCount])
 
   useEffect(() => {
-    const currentTargets = previews.slice(0, visibleCount).map((p) => p.library.id)
+    const currentTargets = previews.slice(0, visibleCount).map((preview) => preview.library.id)
     onNeedPreviews?.(currentTargets, 10)
   }, [previews, visibleCount, onNeedPreviews])
 
-  // 底部哨兵监听与滚动双保险（触底解锁后续媒体库货架）
   useEffect(() => {
     const scrollParent = document.getElementById('app-main-scroll')
     if (!scrollParent) return
 
     const handleCheckBottom = () => {
+      if (scrollParent.scrollTop <= 0) return
+      userScrolledRef.current = true
       const remaining = scrollParent.scrollHeight - scrollParent.scrollTop - scrollParent.clientHeight
       if (remaining < 600) {
-        setVisibleCount((prev) => {
-          if (prev >= previews.length) return prev
-          return Math.min(prev + STEP_SHELVES, previews.length)
-        })
+        revealMoreShelves()
       }
     }
 
@@ -152,11 +158,8 @@ export function LibrariesContent({
       observer = new IntersectionObserver(
         (entries) => {
           const [entry] = entries
-          if (entry?.isIntersecting) {
-            setVisibleCount((prev) => {
-              if (prev >= previews.length) return prev
-              return Math.min(prev + STEP_SHELVES, previews.length)
-            })
+          if (entry?.isIntersecting && userScrolledRef.current) {
+            revealMoreShelves()
           }
         },
         {
@@ -168,286 +171,74 @@ export function LibrariesContent({
       observer.observe(sentinel)
     }
 
-    handleCheckBottom()
-
     return () => {
       scrollParent.removeEventListener('scroll', handleCheckBottom)
-      if (observer) {
-        observer.disconnect()
-      }
+      if (observer) observer.disconnect()
     }
-  }, [visibleCount, previews.length])
-
-  const visiblePreviews = useMemo(() => {
-    return previews.slice(0, visibleCount)
-  }, [previews, visibleCount])
-
-  const ENTRY_PAGE_SIZE = 20
-  const [entryPage, setEntryPage] = useState(1)
-  const totalEntryPages = Math.max(1, Math.ceil(previews.length / ENTRY_PAGE_SIZE))
-  const effectiveEntryPage = Math.min(entryPage, totalEntryPages)
-
-  const pagedPreviews = useMemo<LibraryPreview[]>(() => {
-    const start = (effectiveEntryPage - 1) * ENTRY_PAGE_SIZE
-    return previews.slice(start, start + ENTRY_PAGE_SIZE)
-  }, [previews, effectiveEntryPage])
-
-  // 入口网格首屏展示前 20 个库；没有自定义封面的库需要立即拉预览，否则卡片会先渲染占位图标再补图。
-  useEffect(() => {
-    const ids = pagedPreviews.filter((preview) => !preview.library.cover_url).map((preview) => preview.library.id)
-    if (ids.length > 0) {
-      onNeedPreviews?.(ids, 2)
-    }
-  }, [pagedPreviews, onNeedPreviews])
+  }, [revealMoreShelves, visibleCount, previews.length])
 
+  const visiblePreviews = useMemo(
+    () => previews.slice(0, visibleCount),
+    [previews, visibleCount],
+  )
+  const libraries = useMemo(() => previews.map((preview) => preview.library), [previews])
+  const libraryData = useMemo(
+    () =>
+      Object.fromEntries(
+        previews.map((preview) => [
+          preview.library.id,
+          { cards: preview.cards, items: [], total: preview.total },
+        ]),
+      ),
+    [previews],
+  )
+  const libraryCounts = useMemo(
+    () =>
+      Object.fromEntries(
+        previews.map((preview) => [preview.library.id, preview.total]),
+      ),
+    [previews],
+  )
 
   return (
     <>
-      <section className="space-y-4">
-        <div className="flex flex-wrap items-center justify-between gap-3">
-          <div>
-            <div className="flex items-center gap-2">
-              <h2 className="font-display text-2xl font-bold text-ink-600">媒体库入口</h2>
-              {previews.length > ENTRY_PAGE_SIZE && (
-                <span className="rounded-md border border-sand-200 bg-sand-50 px-2 py-0.5 text-xs font-semibold text-sand-700">
-                  共 {previews.length} 个 · 每页 {ENTRY_PAGE_SIZE} 个
-                </span>
-              )}
-            </div>
-            <p className="text-sm text-ink-50">
-              按目录进入完整媒体库；下方每个目录也会直接展示最新内容。
-              {pinnedCount > 0 ? ` 已置顶 ${pinnedCount} 个媒体库。` : ' 点击卡片右上角图钉可置顶常用媒体库。'}
-            </p>
-          </div>
-
-          {totalEntryPages > 1 && (
-            <div className="flex items-center gap-2 rounded-xl border border-sand-200 bg-white px-2.5 py-1 text-xs shadow-sm">
-              <button
-                type="button"
-                onClick={() => setEntryPage((p) => Math.max(1, p - 1))}
-                disabled={effectiveEntryPage <= 1}
-                className="rounded-lg p-1 text-ink-50 hover:bg-sand-100 hover:text-ink-600 disabled:opacity-30 disabled:hover:bg-transparent disabled:hover:text-ink-50 transition-colors"
-                title="上一页"
-              >
-                <ChevronLeft size={14} />
-              </button>
-              <span className="font-mono text-xs font-semibold text-ink-600">
-                {effectiveEntryPage} / {totalEntryPages}
-              </span>
-              <button
-                type="button"
-                onClick={() => setEntryPage((p) => Math.min(totalEntryPages, p + 1))}
-                disabled={effectiveEntryPage >= totalEntryPages}
-                className="rounded-lg p-1 text-ink-50 hover:bg-sand-100 hover:text-ink-600 disabled:opacity-30 disabled:hover:bg-transparent disabled:hover:text-ink-50 transition-colors"
-                title="下一页"
-              >
-                <ChevronRight size={14} />
-              </button>
-            </div>
-          )}
-        </div>
-        <div className="grid grid-cols-1 gap-3 sm:grid-cols-2 sm:gap-4 xl:grid-cols-3">
-          {pagedPreviews.map((preview) => (
-            <div
-              key={preview.library.id}
-              className="animate-page-in"
-            >
-              <LibraryEntryCard
-                preview={preview}
-                pinned={isLibraryPinned(preview.library.id, pinnedIds)}
-                onTogglePin={() => onTogglePin(preview.library.id)}
-                onVisible={() => {
-                  if (!preview.library.cover_url) {
-                    queuePreview(preview.library.id)
-                  }
-                }}
-              />
-            </div>
-          ))}
-        </div>
-      </section>
+      <HomeLibrariesSection
+        libraries={libraries}
+        libraryData={libraryData}
+        libraryCounts={libraryCounts}
+        onNeedPreviews={onNeedPreviews}
+        pinnedIds={pinnedIds}
+        onTogglePin={onTogglePin}
+        showAllLink={false}
+        title="媒体库入口"
+      />
 
       {visiblePreviews.length > 0 && (
-        <section className="space-y-6">
+        <section className="space-y-10">
           {visiblePreviews.map((preview) => (
-            <div
-              key={preview.library.id}
-              className="animate-page-in"
-            >
-              <LibraryShelf
-                preview={preview}
-                pinned={isLibraryPinned(preview.library.id, pinnedIds)}
+            <div key={preview.library.id} className="animate-page-in">
+              <HomeLibraryRowSection
+                library={preview.library}
+                cards={preview.cards}
               />
             </div>
           ))}
 
           {visibleCount < previews.length && (
-            <div ref={sentinelRef} className="flex h-10 w-full items-center justify-center py-2 opacity-60">
+            <button
+              ref={sentinelRef}
+              type="button"
+              onClick={revealMoreShelves}
+              className="flex h-10 w-full items-center justify-center py-2 opacity-60 transition-opacity hover:opacity-100"
+            >
               <div className="flex items-center gap-2 text-xs text-[var(--app-muted)]">
                 <div className="h-1.5 w-1.5 animate-ping rounded-full bg-brand-500" />
                 <span>加载更多媒体库货架…</span>
               </div>
-            </div>
+            </button>
           )}
         </section>
       )}
     </>
   )
 }
-
-function LibraryEntryCard({
-  preview,
-  pinned,
-  onTogglePin,
-  onVisible,
-}: {
-  preview: LibraryPreview
-  pinned: boolean
-  onTogglePin: () => void
-  onVisible?: () => void
-}) {
-  const library = preview.library
-  const ref = useInViewOnce<HTMLDivElement>(onVisible ?? (() => {}))
-  const artwork = library.cover_url
-    ? [{ src: library.cover_url, version: library.updated_at }]
-    : libraryArtworkItems(preview.cards)
-  const displayPath = libraryDisplayPath(library.path)
-
-  return (
-    <div
-      ref={ref}
-      className={
-        'group relative flex overflow-hidden rounded-2xl sm:rounded-3xl border bg-white p-2.5 sm:p-3 shadow-card transition-all hover:-translate-y-0.5 hover:shadow-card-hover ' +
-        (pinned ? 'border-brand-300 ring-1 ring-brand-100' : 'border-sand-200 hover:border-brand-200')
-      }
-    >
-      <button
-        type="button"
-        onClick={(event) => {
-          event.preventDefault()
-          event.stopPropagation()
-          onTogglePin()
-        }}
-        className={
-          'absolute right-2 top-2 z-10 rounded-full border p-1.5 transition ' +
-          (pinned
-            ? 'border-brand-200 bg-brand-50 text-brand-600 hover:bg-brand-100'
-            : 'border-sand-200 bg-white/95 text-sand-500 opacity-0 hover:bg-gray-50 hover:text-brand-600 group-hover:opacity-100')
-        }
-        title={pinned ? '取消置顶' : '置顶媒体库'}
-        aria-label={pinned ? '取消置顶' : '置顶媒体库'}
-        aria-pressed={pinned}
-      >
-        <Pin size={14} className={pinned ? 'fill-current' : ''} />
-      </button>
-      <Link
-        to={`/library/${library.id}`}
-        className="flex min-w-0 flex-1"
-        title={library.name}
-      >
-      <div className={`grid h-20 w-24 sm:h-24 sm:w-36 shrink-0 gap-1 overflow-hidden rounded-xl sm:rounded-2xl bg-[linear-gradient(135deg,#fff7ed,#f8fafc)] ${artwork.length > 1 ? 'grid-cols-2' : 'grid-cols-1'}`}>
-        {artwork.length > 0 ? (
-          artwork.map(({ src, version }, index) => (
-            <img
-              key={`${src}-${index}`}
-              src={imageURL(
-                src,
-                version,
-                library.cover_url ? undefined : { maxWidth: 400, maxHeight: 300, quality: 78 },
-              )}
-              alt=""
-              loading="lazy"
-              referrerPolicy="no-referrer"
-              className="h-full w-full object-cover"
-              onError={(event) => { event.currentTarget.style.visibility = 'hidden' }}
-            />
-          ))
-        ) : (
-          <div className="col-span-2 flex h-full items-center justify-center text-brand-500">
-            {TYPE_ICONS[library.type] ?? <FolderOpen size={28} className="sm:h-8 sm:w-8" />}
-          </div>
-        )}
-      </div>
-      <div className="flex min-w-0 flex-1 flex-col justify-between px-3 sm:px-4 py-0.5 sm:py-1">
-        <div>
-          <div className="mb-1 flex items-center justify-between gap-1.5 pr-8">
-            <span className="inline-flex rounded-full bg-sand-100 px-2 py-0.5 text-[10px] font-bold text-sand-600">
-              {TYPE_LABELS[library.type] ?? library.type}
-            </span>
-            <span className="text-[11px] font-semibold text-sand-500 sm:hidden">
-              {preview.total.toLocaleString()} 个条目
-            </span>
-          </div>
-          <h2
-            className="line-clamp-2 break-words font-display text-sm font-bold leading-snug text-ink-600 group-hover:text-brand-600 sm:text-base lg:text-lg sm:font-black"
-            title={library.name}
-          >
-            {library.name}
-            {pinned ? <span className="ml-1.5 align-middle text-[10px] font-bold text-brand-600">置顶</span> : null}
-          </h2>
-          <p className="mt-0.5 line-clamp-1 break-all text-[11px] text-ink-50 sm:mt-1 sm:text-xs" title={library.path}>
-            {displayPath}
-          </p>
-        </div>
-        <div className="mt-1 flex items-center justify-between text-xs font-bold sm:mt-0">
-          <span className="hidden text-sand-600 sm:inline">{preview.total.toLocaleString()} 个条目</span>
-          <span className="ml-auto inline-flex items-center gap-0.5 text-[11px] text-brand-600 sm:text-xs">
-            浏览全部 <ArrowRight size={12} />
-          </span>
-        </div>
-      </div>
-      </Link>
-    </div>
-  )
-}
-
-function LibraryShelf({ preview, pinned }: { preview: LibraryPreview; pinned?: boolean }) {
-  const library = preview.library
-  const cards = preview.cards.slice(0, 10)
-  const displayPath = libraryDisplayPath(library.path)
-
-  return (
-    <section className="rounded-2xl sm:rounded-[1.7rem] border border-sand-200 bg-white/75 p-3.5 sm:p-4 shadow-card">
-      <div className="mb-3 sm:mb-4 flex flex-wrap items-end justify-between gap-2 sm:gap-3">
-        <div className="min-w-0">
-          <div className="mb-1 inline-flex items-center gap-1.5 sm:gap-2 rounded-full bg-brand-50 px-2 sm:px-2.5 py-0.5 sm:py-1 text-[10px] sm:text-[11px] font-bold text-brand-700">
-            {TYPE_ICONS[library.type] ?? <LibraryIcon size={14} />}
-            {TYPE_LABELS[library.type] ?? library.type}
-          </div>
-          <h2
-            className="line-clamp-2 break-words font-display text-xl sm:text-2xl font-black text-ink-600"
-            title={library.name}
-          >
-            {library.name}
-            {pinned ? <span className="ml-2 align-middle text-xs font-bold text-brand-600">置顶</span> : null}
-          </h2>
-          <p className="mt-1 line-clamp-1 break-all text-xs text-ink-50">
-            <span title={library.path}>{displayPath}</span> · {preview.total.toLocaleString()} 个条目 · 最新 {cards.length} 部
-          </p>
-        </div>
-        <Link to={`/library/${library.id}`} className="btn-outline !px-3 !py-1.5 text-xs sm:!px-4 sm:!py-2.5 sm:text-sm shrink-0">
-          浏览全部
-          <ArrowRight size={14} />
-        </Link>
-      </div>
-
-      {cards.length > 0 ? (
-        <div className="flex gap-4 overflow-x-auto pb-2 pr-1">
-          {cards.map((card) => (
-            <div key={card.key} className="w-[9.5rem] shrink-0 lg:w-[10rem] 2xl:w-[10.5rem]">
-              <MediaCard
-                media={card.rep}
-                count={card.count}
-                linkTo={seriesCardLink(card)}
-              />
-            </div>
-          ))}
-        </div>
-      ) : (
-        <div className="rounded-2xl border border-dashed border-sand-200 bg-white px-6 py-10 text-center text-sm text-ink-50">
-          该目录暂无可展示内容，扫描媒体库后会出现在这里。
-        </div>
-      )}
-    </section>
-  )
-}

web/src/pages/LibraryMovieActions.tsx

@@ -30,7 +30,7 @@ export function LibraryMovieActions({
   }
 
   return (
-    <>
+    <div className="hidden flex-wrap justify-end gap-1 sm:flex">
       <button title="智能刮削" disabled={busy} onClick={() => onSmartScrape(media)} className={buttonClass}>
         <Sparkles size={13} />
       </button>
@@ -46,6 +46,6 @@ export function LibraryMovieActions({
       <button title="删除" disabled={busy} onClick={() => onDelete(media)} className={`${buttonClass} hover:!bg-red-50 hover:!text-red-500`}>
         <Trash2 size={13} />
       </button>
-    </>
+    </div>
   )
 }

web/src/pages/LibraryPage.tsx

@@ -124,6 +124,7 @@ export function LibraryPage() {
   })
 
   const {
+    resolvingSeries,
     selectedEpisodes,
     visibleEpisodes,
     selectedSeriesEpisodes,
@@ -132,6 +133,7 @@ export function LibraryPage() {
     handleSeriesClick,
     clearSelectedSeries,
   } = useLibrarySeriesSelection({
+    libraryID: id,
     items,
     seriesEpisodeItems,
     isSeriesLibrary,
@@ -209,7 +211,9 @@ export function LibraryPage() {
     return <>{actions}</>
   }, [canFavorite, favouriteBusyID, handleToggleFavourite, isFavourite, movieActions])
 
-  if (loading) {
+  // resolvingSeries：深链目标剧集不在已加载的一页卡片里，正在按 key
+  // 单独解析。此时先显示加载态，避免先渲染整个媒体库列表再跳走。
+  if (loading || resolvingSeries) {
     return (
       <div className="flex items-center justify-center py-32">
         <motion.div animate={{ opacity: [0.4, 1, 0.4] }} transition={{ repeat: Infinity, duration: 2 }} className="flex items-center gap-3">

web/src/pages/PlayerPage.tsx

@@ -19,6 +19,7 @@ import { profileAPI } from '../api/profile'
 import { useAuthStore } from '../stores/auth'
 import type { Media, PlaybackInfo, PlaybackQuality } from '../types'
 import { getSeriesKey, seriesTitleFromPath } from '../utils/groupSeries'
+import { normalizePlaybackRate } from '../utils/playbackRate'
 import { isRemoteEmbyID } from '../utils/remoteEmby'
 import {
   normalizeSubtitleChineseMode,
@@ -109,8 +110,13 @@ export function PlayerPage() {
   const [playerVolume, setPlayerVolume] = useState(() =>
     normalizePlayerVolume(authUser?.player_volume),
   )
+  const [playerPlaybackRate, setPlayerPlaybackRate] = useState(() =>
+    normalizePlaybackRate(authUser?.player_playback_rate),
+  )
   const persistedSubtitleChineseModeRef = useRef(subtitleChineseMode)
   const playerVolumeTouchedRef = useRef(false)
+  const playerPlaybackRateTouchedRef = useRef(false)
+  const playerPlaybackRateSaveSeqRef = useRef(0)
   const subtitlePreferenceTouchedRef = useRef(false)
   const subtitlePreferenceSaveQueueRef = useRef<Promise<void>>(Promise.resolve())
   const [hlsUnavailable, setHlsUnavailable] = useState(false)
@@ -245,6 +251,10 @@ export function PlayerPage() {
         if (!playerVolumeTouchedRef.current) {
           setPlayerVolume(volume)
         }
+        const playbackRate = normalizePlaybackRate(cfg.playback_rate)
+        if (!playerPlaybackRateTouchedRef.current) {
+          setPlayerPlaybackRate(playbackRate)
+        }
         setDanmakuEnabled(cfg.enabled)
         setDanmakuOpacity(Number(cfg.opacity) || 1)
         setDanmakuFontSize(Number(cfg.font_size) || 24)
@@ -255,6 +265,10 @@ export function PlayerPage() {
           const current = useAuthStore.getState().user
           if (current) setAuthUser({ ...current, player_volume: volume })
         }
+        if (!playerPlaybackRateTouchedRef.current) {
+          const current = useAuthStore.getState().user
+          if (current) setAuthUser({ ...current, player_playback_rate: playbackRate })
+        }
       })
       .catch(() => {
         // 配置读取失败时保持本地默认值，不影响播放。
@@ -289,6 +303,34 @@ export function PlayerPage() {
     [setAuthUser],
   )
 
+  const changePlayerPlaybackRate = useCallback((next: number) => {
+    playerPlaybackRateTouchedRef.current = true
+    setPlayerPlaybackRate(normalizePlaybackRate(next))
+  }, [])
+
+  const commitPlayerPlaybackRate = useCallback(
+    (next: number) => {
+      playerPlaybackRateTouchedRef.current = true
+      const playbackRate = normalizePlaybackRate(next)
+      setPlayerPlaybackRate(playbackRate)
+      const saveSeq = ++playerPlaybackRateSaveSeqRef.current
+      void danmakuAPI
+        .updateSettings({ playback_rate: playbackRate })
+        .then((cfg) => {
+          if (saveSeq !== playerPlaybackRateSaveSeqRef.current) return
+          const saved = normalizePlaybackRate(cfg.playback_rate)
+          setPlayerPlaybackRate(saved)
+          const current = useAuthStore.getState().user
+          if (current) setAuthUser({ ...current, player_playback_rate: saved })
+        })
+        .catch(() => {
+          if (saveSeq !== playerPlaybackRateSaveSeqRef.current) return
+          toast.error('倍速保存失败，请重试')
+        })
+    },
+    [setAuthUser],
+  )
+
   const saveDanmakuAdvanced = useCallback(
     async (values: { source: string; appId: string; appKey: string; clearAppKey: boolean }) => {
       const patch: DanmakuSettingsPatch = {
@@ -1424,6 +1466,9 @@ export function PlayerPage() {
         playerVolume={playerVolume}
         onPlayerVolumeChange={changePlayerVolume}
         onPlayerVolumeCommit={commitPlayerVolume}
+        playerPlaybackRate={playerPlaybackRate}
+        onPlayerPlaybackRateChange={changePlayerPlaybackRate}
+        onPlayerPlaybackRateCommit={commitPlayerPlaybackRate}
         danmakuEnabled={danmakuEnabled}
         danmakuOpacity={danmakuOpacity}
         danmakuFontSize={danmakuFontSize}

web/src/pages/PlayerVideoStage.tsx

@@ -151,6 +151,9 @@ type PlayerVideoStageProps = {
   playerVolume: number
   onPlayerVolumeChange: (volume: number) => void
   onPlayerVolumeCommit: (volume: number) => void
+  playerPlaybackRate: number
+  onPlayerPlaybackRateChange: (rate: number) => void
+  onPlayerPlaybackRateCommit: (rate: number) => void
   danmakuEnabled: boolean
   danmakuOpacity: number
   danmakuFontSize: number
@@ -205,6 +208,9 @@ export function PlayerVideoStage({
   playerVolume,
   onPlayerVolumeChange,
   onPlayerVolumeCommit,
+  playerPlaybackRate,
+  onPlayerPlaybackRateChange,
+  onPlayerPlaybackRateCommit,
   danmakuEnabled,
   danmakuOpacity,
   danmakuFontSize,
@@ -653,6 +659,9 @@ export function PlayerVideoStage({
             volume={playerVolume}
             onVolumeChange={onPlayerVolumeChange}
             onVolumeCommit={onPlayerVolumeCommit}
+            playbackRate={playerPlaybackRate}
+            onPlaybackRateChange={onPlayerPlaybackRateChange}
+            onPlaybackRateCommit={onPlayerPlaybackRateCommit}
             uiVisible={controlsVisible}
             onUiVisibleChange={setControlsVisible}
             subs={subs}

web/src/pages/useLibraryData.ts

@@ -6,6 +6,7 @@ import type { Library, Media } from '../types'
 import { peekLibrary, resolveLibrary } from '../utils/libraryCache'
 import { groupSeries, isEpisodeLike, type SeriesCard } from '../utils/groupSeries'
 import type { SortField, SortOrder } from '../utils/mediaSort'
+import { MAX_RESTORE_PAGES, readListPosition, writeListPosition } from '../hooks/useListPositionMemory'
 
 export function useLibraryData(
   libraryID: string,
@@ -43,6 +44,84 @@ export function useLibraryData(
   const modeRef = useRef<'media' | 'series'>('media')
   const moreInFlightRef = useRef(false)
 
+  // 分页位置按「媒体库 + 排序」记忆：详情页返回、甚至换完排序再切回来，
+  // 都能回到上次加载到的页数。
+  const positionKey = `library:${libraryID}:${sortField}:${sortOrder}`
+
+  // 拉取并追加下一页。滚动哨兵、按钮和首屏分页恢复共用这一条路径，
+  // 避免两套分页逻辑各自算页码。
+  const appendNextPage = useCallback(async (options?: { remember?: boolean }) => {
+    const lib = libraryRef.current
+    if (!lib || !hasMoreRef.current) return false
+    const seq = requestSeqRef.current
+    const page = nextPageRef.current
+    try {
+      if (modeRef.current === 'series') {
+        const data = await libraryAPI.listSeries(libraryID, page, pageSizeFor(lib), {
+          sort: sortField,
+          order: sortOrder,
+        })
+        if (seq !== requestSeqRef.current) return false
+        const pageItems = data.items ?? []
+        setServerSeriesCards((prev) => [...prev, ...pageItems])
+        loadedCountRef.current += pageItems.length
+        totalRef.current = data.total ?? totalRef.current
+        nextPageRef.current = page + 1
+        hasMoreRef.current = pageItems.length > 0 && loadedCountRef.current < totalRef.current
+      } else {
+        const data = await libraryAPI.listMedia(libraryID, page, pageSizeFor(lib), {
+          sort: sortField,
+          order: sortOrder,
+        })
+        if (seq !== requestSeqRef.current) return false
+        const pageItems = data.items ?? []
+        setItems((prev) => [...prev, ...pageItems])
+        loadedCountRef.current += pageItems.length
+        totalRef.current = data.total ?? totalRef.current
+        nextPageRef.current = page + 1
+        hasMoreRef.current = pageItems.length > 0 && loadedCountRef.current < totalRef.current
+      }
+      setTotal(totalRef.current)
+      setHasMore(hasMoreRef.current)
+      if (options?.remember !== false) writeListPosition(positionKey, page)
+      return true
+    } catch {
+      if (seq === requestSeqRef.current) {
+        toast.error('媒体库加载失败')
+        hasMoreRef.current = false
+        setHasMore(false)
+      }
+      return false
+    }
+  }, [libraryID, positionKey, sortField, sortOrder])
+
+  const loadMore = useCallback(async (options?: { remember?: boolean }) => {
+    if (moreInFlightRef.current || !hasMoreRef.current) return
+    moreInFlightRef.current = true
+    setLoadingMore(true)
+    try {
+      await appendNextPage(options)
+    } finally {
+      moreInFlightRef.current = false
+      setLoadingMore(false)
+    }
+  }, [appendNextPage])
+
+  const loadAll = useCallback(async () => {
+    const seq = requestSeqRef.current
+    setLoadingMore(true)
+    try {
+      while (seq === requestSeqRef.current && hasMoreRef.current) {
+        // 一次拉全量（random 排序前的准备）不代表用户的分页位置，不写入记忆。
+        await loadMore({ remember: false })
+        if (seq !== requestSeqRef.current || !hasMoreRef.current) break
+        await yieldToBrowser()
+      }
+    } finally {
+      if (seq === requestSeqRef.current) setLoadingMore(false)
+    }
+  }, [loadMore])
+
   useEffect(() => {
     if (!libraryID) return
     const seq = ++requestSeqRef.current
@@ -86,7 +165,7 @@ export function useLibraryData(
 
       const seriesMode = isSeriesLibraryType(lib.type)
       modeRef.current = seriesMode ? 'series' : 'media'
-      const pageSize = pageSizeFor(lib, seriesMode)
+      const pageSize = pageSizeFor(lib)
       try {
         if (seriesMode) {
           const data = await libraryAPI.listSeries(libraryID, 1, pageSize, { sort: sortField, order: sortOrder })
@@ -106,6 +185,19 @@ export function useLibraryData(
         setTotal(totalRef.current)
         hasMoreRef.current = loadedCountRef.current < totalRef.current
         setHasMore(hasMoreRef.current)
+
+        // 按记忆的分页位置把后续页补回来：从详情页返回时直接回到上次翻到的
+        // 位置，而不是只剩第一页。超出上限的部分继续交给底部哨兵按需加载。
+        const restoreTarget = Math.min(readListPosition(positionKey, 1), MAX_RESTORE_PAGES)
+        while (
+          !cancelled &&
+          seq === requestSeqRef.current &&
+          hasMoreRef.current &&
+          nextPageRef.current <= restoreTarget
+        ) {
+          const advanced = await appendNextPage()
+          if (!advanced) break
+        }
       } catch {
         if (!cancelled && seq === requestSeqRef.current) {
           toast.error('媒体库加载失败')
@@ -122,7 +214,7 @@ export function useLibraryData(
       cancelled = true
       requestSeqRef.current += 1
     }
-  }, [libraryID, reloadTick, sortField, sortOrder])
+  }, [appendNextPage, libraryID, positionKey, reloadTick, sortField, sortOrder])
 
   useEffect(() => {
     if (!libraryID || !isSeriesLibrary || !selectedSeries) {
@@ -146,65 +238,6 @@ export function useLibraryData(
     return () => { cancelled = true }
   }, [libraryID, isSeriesLibrary, selectedSeries])
 
-  const loadMore = useCallback(async () => {
-    const lib = libraryRef.current
-    if (!lib || moreInFlightRef.current || !hasMoreRef.current) return
-    const seq = requestSeqRef.current
-    moreInFlightRef.current = true
-    setLoadingMore(true)
-    try {
-      const page = nextPageRef.current
-      if (modeRef.current === 'series') {
-        const data = await libraryAPI.listSeries(libraryID, page, pageSizeFor(lib, true), {
-          sort: sortField,
-          order: sortOrder,
-        })
-        if (seq !== requestSeqRef.current) return
-        const pageItems = data.items ?? []
-        setServerSeriesCards((prev) => [...prev, ...pageItems])
-        loadedCountRef.current += pageItems.length
-        totalRef.current = data.total ?? totalRef.current
-        nextPageRef.current = page + 1
-        hasMoreRef.current = pageItems.length > 0 && loadedCountRef.current < totalRef.current
-      } else {
-        const data = await libraryAPI.listMedia(libraryID, page, pageSizeFor(lib, false), {
-          sort: sortField,
-          order: sortOrder,
-        })
-        if (seq !== requestSeqRef.current) return
-        const pageItems = data.items ?? []
-        setItems((prev) => [...prev, ...pageItems])
-        loadedCountRef.current += pageItems.length
-        totalRef.current = data.total ?? totalRef.current
-        nextPageRef.current = page + 1
-        hasMoreRef.current = pageItems.length > 0 && loadedCountRef.current < totalRef.current
-      }
-      setTotal(totalRef.current)
-      setHasMore(hasMoreRef.current)
-    } catch {
-      toast.error('媒体库加载失败')
-      hasMoreRef.current = false
-      setHasMore(false)
-    } finally {
-      moreInFlightRef.current = false
-      setLoadingMore(false)
-    }
-  }, [libraryID, sortField, sortOrder])
-
-  const loadAll = useCallback(async () => {
-    const seq = requestSeqRef.current
-    setLoadingMore(true)
-    try {
-      while (seq === requestSeqRef.current && hasMoreRef.current) {
-        await loadMore()
-        if (seq !== requestSeqRef.current || !hasMoreRef.current) break
-        await yieldToBrowser()
-      }
-    } finally {
-      if (seq === requestSeqRef.current) setLoadingMore(false)
-    }
-  }, [loadMore])
-
   const reloadCurrentLibrary = useCallback(() => {
     setReloadTick((tick) => tick + 1)
   }, [])
@@ -238,9 +271,11 @@ function isSeriesLibraryType(type?: string) {
   return type === 'tv' || type === 'anime' || type === 'variety'
 }
 
-function pageSizeFor(lib: Library, seriesMode: boolean): number {
-  if (lib.is_remote_emby) return 100
-  return seriesMode ? 500 : 2000
+function pageSizeFor(lib: Library): number {
+  // 首屏保持一屏多一点，后续统一由底部哨兵按页追加。此前沿用旧的
+  // 500/2000 批量值，会让中小型媒体库在第一次请求时就等于全量加载。
+  if (lib.is_remote_emby) return 50
+  return 60
 }
 
 function yieldToBrowser(): Promise<void> {
@@ -251,4 +286,4 @@ function yieldToBrowser(): Promise<void> {
       setTimeout(resolve, 0)
     }
   })
-}
+}

web/src/pages/useLibrarySeriesSelection.ts

@@ -1,4 +1,4 @@
-import { useEffect, useMemo } from 'react'
+import { useEffect, useMemo, useState } from 'react'
 
 import type { Media } from '../types'
 import {
@@ -9,6 +9,7 @@ import {
   specialSectionForMedia,
   type SeriesCard,
 } from '../utils/groupSeries'
+import { resolveSeriesCardByKey } from '../utils/seriesCardResolve'
 
 type SeasonEpisodes = {
   season: number
@@ -16,6 +17,7 @@ type SeasonEpisodes = {
 }
 
 type UseLibrarySeriesSelectionOptions = {
+  libraryID: string
   items: Media[]
   seriesEpisodeItems: Media[]
   isSeriesLibrary: boolean
@@ -32,6 +34,7 @@ type UseLibrarySeriesSelectionOptions = {
 }
 
 export function useLibrarySeriesSelection({
+  libraryID,
   items,
   seriesEpisodeItems,
   isSeriesLibrary,
@@ -46,6 +49,14 @@ export function useLibrarySeriesSelection({
   setSelectedSeason,
   onClearSeriesState,
 }: UseLibrarySeriesSelectionOptions) {
+  // 深链（首页最新条目 / 海报墙 ?series=<key>）指向的剧集不在已加载的
+  // 一页卡片里时，需要单独按 key 解析；resolvingSeries 让页面在这段时间
+  // 显示加载态，而不是先闪一下整个媒体库列表。
+  const [resolvingSeries, setResolvingSeries] = useState(false)
+  const [pendingSeriesKey, setPendingSeriesKey] = useState('')
+  // 当前 URL 请求的剧集 key（非剧集库 / 加载中 / 没带参数时为空）。
+  const requestedSeriesKey = !loading && isSeries ? (searchParams.get('series') ?? '') : ''
+
   const selectedEpisodes = useMemo(() => {
     const sourceItems = isSeriesLibrary ? seriesEpisodeItems : items
     if (!selectedSeries || sourceItems.length === 0) return []
@@ -92,20 +103,53 @@ export function useLibrarySeriesSelection({
   useEffect(() => {
     if (loading) return
     if (!isSeries) {
+      setPendingSeriesKey('')
       setSelectedSeries(null)
       setSelectedSeason(null)
       return
     }
 
-    const key = searchParams.get('series')
-    if (!key) {
+    if (!requestedSeriesKey) {
+      setPendingSeriesKey('')
       setSelectedSeries(null)
       return
     }
 
-    const next = seriesCards.find((card) => card.key === key)
-    setSelectedSeries(next ?? null)
-  }, [isSeries, loading, searchParams, seriesCards, setSelectedSeason, setSelectedSeries])
+    const next = seriesCards.find((card) => card.key === requestedSeriesKey)
+    if (next) {
+      setPendingSeriesKey('')
+      setSelectedSeries(next)
+      return
+    }
+
+    // 目标剧集尚未加载到（远程库分页 / 大库分页）：登记待解析 key。
+    setPendingSeriesKey((prev) => (prev === requestedSeriesKey ? prev : requestedSeriesKey))
+  }, [isSeries, loading, requestedSeriesKey, seriesCards, setSelectedSeason, setSelectedSeries])
+
+  useEffect(() => {
+    // pendingSeriesKey 必须仍然是 URL 上请求的 key：切换媒体库/清空参数
+    // 时直接丢弃待解析状态，避免把别的库的剧集解析进来。
+    if (!pendingSeriesKey || pendingSeriesKey !== requestedSeriesKey) {
+      setResolvingSeries(false)
+      return
+    }
+    let cancelled = false
+    setResolvingSeries(true)
+    resolveSeriesCardByKey(libraryID, pendingSeriesKey)
+      .then((card) => {
+        if (cancelled) return
+        setResolvingSeries(false)
+        setSelectedSeries(card)
+      })
+      .catch(() => {
+        if (cancelled) return
+        setResolvingSeries(false)
+        setSelectedSeries(null)
+      })
+    return () => {
+      cancelled = true
+    }
+  }, [libraryID, pendingSeriesKey, requestedSeriesKey, setSelectedSeries])
 
   useEffect(() => {
     if (!selectedSeries || selectedEpisodes.length === 0) {
@@ -135,6 +179,7 @@ export function useLibrarySeriesSelection({
   }
 
   return {
+    resolvingSeries,
     selectedEpisodes,
     visibleEpisodes,
     selectedSeriesEpisodes,

web/src/stores/permissions.ts

@@ -53,8 +53,9 @@ export const usePermissionStore = create<PermissionState>((set, get) => ({
 
   hasPermission: (key: string) => {
     const state = get()
-    // Super user (admin or plus) has all permissions
-    if (state.isSuper) {
+    // Only admins implicitly have every capability in the UI.
+    // Plus / is_super must not reveal scrape/organize/delete controls.
+    if (state.role === 'admin') {
       return true
     }
     return (state.permissions ?? {})[key] === true

web/src/types/auth.ts

@@ -1,3 +1,5 @@
+import type { LibraryTagSet } from './library'
+
 export interface User {
   id: string
   username: string
@@ -10,10 +12,14 @@ export interface User {
   subtitle_chinese_mode?: 'original' | 'simplified' | 'traditional'
   /** 本地缓存的播放器音量，服务端配置接口会刷新。 */
   player_volume?: number
+  /** 本地缓存的播放倍速，服务端配置接口会刷新。 */
+  player_playback_rate?: number
   force_password_reset: boolean
   is_active: boolean
   allowed_library_ids?: string[]
   pinned_library_ids?: string[]
+  /** 当前用户维护的媒体库标签分组。 */
+  library_tags?: LibraryTagSet[]
   is_default_admin?: boolean
   is_protected?: boolean
   realtime_online?: boolean

web/src/types/library.ts

@@ -28,6 +28,15 @@ export interface Library {
   total?: number
 }
 
+/**
+ * 用户自定义的媒体库标签分组。标签属于当前用户本人，用于在媒体库页把
+ * 同一标签下的媒体库聚合到一起。一个媒体库同时只属于一个标签。
+ */
+export interface LibraryTagSet {
+  name: string
+  library_ids: string[]
+}
+
 export interface ScanResult {
   library_id: string
   visited: number

web/src/utils/groupSeries.ts

@@ -36,6 +36,7 @@ export type SeriesCard = {
   linkMedia?: Media
   linkLibraryId?: string
   count: number
+  is_series?: boolean
   last_added_at?: string
 }
 
@@ -223,6 +224,7 @@ export function seasonLabel(season: number): string {
 export function isSeriesCard(card: SeriesCard): boolean {
   const linkMedia = card.linkMedia ?? card.rep
   return (
+    card.is_series === true ||
     card.count > 1 ||
     isEpisodeLike(card.rep) ||
     isEpisodeLike(linkMedia) ||
@@ -458,7 +460,7 @@ export function groupSeries(items: Media[] = []): SeriesCard[] {
             ? compactSeriesKey(externalKey)
             : getSeriesKey(m)
 
-    const mAddedAt = m.created_at || m.updated_at || ''
+    const mAddedAt = m.updated_at || m.created_at || ''
     const g = groups.get(key)
     if (!g) {
       groups.set(key, { key, rep: m, linkMedia: m, count: 1, last_added_at: mAddedAt })

web/src/utils/libraryListSort.ts

@@ -0,0 +1,100 @@
+import type { Library } from '../types'
+
+export type LibraryListSortField = 'name' | 'sort_order'
+export type LibraryListSortOrder = 'asc' | 'desc'
+
+export type LibraryListSortOption = {
+  id: LibraryListSortField
+  label: string
+  defaultOrder: LibraryListSortOrder
+}
+
+export const LIBRARY_LIST_SORT_OPTIONS: LibraryListSortOption[] = [
+  { id: 'name', label: '库名', defaultOrder: 'desc' },
+  { id: 'sort_order', label: '手动顺序', defaultOrder: 'asc' },
+]
+
+export const DEFAULT_LIBRARY_LIST_SORT_FIELD: LibraryListSortField = 'name'
+export const DEFAULT_LIBRARY_LIST_SORT_ORDER: LibraryListSortOrder = 'desc'
+
+const FIELD_KEY = 'mebox_libraries_sort_field'
+const ORDER_KEY = 'mebox_libraries_sort_order'
+
+export function readLibraryListSort(): { field: LibraryListSortField; order: LibraryListSortOrder } {
+  if (typeof window === 'undefined') {
+    return { field: DEFAULT_LIBRARY_LIST_SORT_FIELD, order: DEFAULT_LIBRARY_LIST_SORT_ORDER }
+  }
+  const rawField = window.localStorage.getItem(FIELD_KEY)
+  const rawOrder = window.localStorage.getItem(ORDER_KEY)
+  const field: LibraryListSortField =
+    rawField === 'name' || rawField === 'sort_order' ? rawField : DEFAULT_LIBRARY_LIST_SORT_FIELD
+  const order: LibraryListSortOrder =
+    rawOrder === 'asc' || rawOrder === 'desc'
+      ? rawOrder
+      : field === 'name'
+        ? DEFAULT_LIBRARY_LIST_SORT_ORDER
+        : 'asc'
+  return { field, order }
+}
+
+export function writeLibraryListSort(field: LibraryListSortField, order: LibraryListSortOrder): void {
+  if (typeof window === 'undefined') return
+  window.localStorage.setItem(FIELD_KEY, field)
+  window.localStorage.setItem(ORDER_KEY, order)
+}
+
+function compareNames(a: string, b: string, order: LibraryListSortOrder): number {
+  const cmp = a.localeCompare(b, 'zh-CN', { numeric: true, sensitivity: 'base' })
+  return order === 'asc' ? cmp : -cmp
+}
+
+function compareSortOrder(a: number, b: number, order: LibraryListSortOrder): number {
+  const cmp = a - b
+  return order === 'asc' ? cmp : -cmp
+}
+
+function librarySortKey(library: Library): { name: string; sortOrder: number } {
+  return {
+    name: (library.name || '').trim(),
+    sortOrder: library.sort_order ?? 0,
+  }
+}
+
+function compareLibraries(a: Library, b: Library, field: LibraryListSortField, order: LibraryListSortOrder): number {
+  const ka = librarySortKey(a)
+  const kb = librarySortKey(b)
+  if (field === 'name') {
+    const byName = compareNames(ka.name, kb.name, order)
+    if (byName !== 0) return byName
+    return compareSortOrder(ka.sortOrder, kb.sortOrder, 'asc') || a.id.localeCompare(b.id)
+  }
+  const byOrder = compareSortOrder(ka.sortOrder, kb.sortOrder, order)
+  if (byOrder !== 0) return byOrder
+  return compareNames(ka.name, kb.name, 'asc') || a.id.localeCompare(b.id)
+}
+
+/**
+ * 置顶组始终在前；组内按 field/order 排序。
+ * pinnedIds 的相对顺序只决定「是否置顶」，组内不再保留置顶拖拽序。
+ */
+export function sortLibraryPreviewsByField<T extends { library: Library }>(
+  items: T[],
+  pinnedIds: string[],
+  field: LibraryListSortField,
+  order: LibraryListSortOrder,
+): T[] {
+  if (items.length < 2) return items
+
+  const pinnedRank = new Map(pinnedIds.map((id, index) => [id, index]))
+  const pinned: T[] = []
+  const rest: T[] = []
+  for (const item of items) {
+    if (pinnedRank.has(item.library.id)) pinned.push(item)
+    else rest.push(item)
+  }
+
+  const byField = (a: T, b: T) => compareLibraries(a.library, b.library, field, order)
+  pinned.sort(byField)
+  rest.sort(byField)
+  return [...pinned, ...rest]
+}

web/src/utils/libraryTags.test.ts

@@ -0,0 +1,138 @@
+import {
+  ALL_TAG_ID,
+  assignLibrariesToTag,
+  attachLibrariesToTag,
+  attachLibraryToTag,
+  buildLibraryTagTabs,
+  dedupeLibraryTags,
+  detachLibrariesFromTag,
+  detachLibraryFromTag,
+  filterLibrariesByTag,
+  filterLibrariesForTagging,
+  normalizeLibraryTags,
+  normalizeTagName,
+  resolveSelectedTagId,
+  tagNameError,
+} from './libraryTags.ts'
+
+function check(name: string, condition: boolean) {
+  if (!condition) throw new Error(`libraryTags: ${name}`)
+}
+
+const libs = [
+  { id: 'lib-a', total: 10 },
+  { id: 'lib-b', total: 5 },
+  { id: 'lib-c', total: 0 },
+]
+
+check('empty input normalizes to empty list', normalizeLibraryTags(null).length === 0)
+check('trims and drops blank names', normalizeLibraryTags([{ name: '  ', library_ids: [] }]).length === 0)
+check(
+  'merges duplicate tag names case-insensitively',
+  normalizeLibraryTags([
+    { name: 'Anime', library_ids: ['a'] },
+    { name: 'anime', library_ids: ['b', 'a'] },
+  ]).length === 1,
+)
+check(
+  'dedupes ids inside one tag',
+  normalizeLibraryTags([{ name: '动画', library_ids: ['a', '', 'a', 'b'] }])[0].library_ids.join(',') === 'a,b',
+)
+check('truncates over-long names to 24 chars', Array.from(normalizeTagName('x'.repeat(40))).length === 24)
+
+const tabs = buildLibraryTagTabs(libs, [
+  { name: '动画', library_ids: ['lib-b', 'missing'] },
+  { name: '电影', library_ids: [] },
+])
+check('tab bar always starts with 全部', tabs[0].id === ALL_TAG_ID && tabs[0].count === 3)
+check('tag tab keeps creation order', tabs[1].name === '动画' && tabs[2].name === '电影')
+check('tag count ignores unavailable libraries', tabs[1].count === 1)
+
+check(
+  'filtering keeps tag order and drops unknown ids',
+  filterLibrariesByTag(libs, [{ name: '动画', library_ids: ['lib-c', 'missing', 'lib-a'] }], '动画')
+    .map((lib) => lib.id)
+    .join(',') === 'lib-c,lib-a',
+)
+check('全部 returns every library in original order', filterLibrariesByTag(libs, [], ALL_TAG_ID).length === 3)
+check('unknown tag yields no libraries', filterLibrariesByTag(libs, [], 'nope').length === 0)
+
+check(
+  'selected tag falls back to 全部 when the tag is gone',
+  resolveSelectedTagId([{ name: '动画', library_ids: [] }], '动画') === '动画' &&
+    resolveSelectedTagId([{ name: '动画', library_ids: [] }], '电影') === ALL_TAG_ID,
+)
+
+const claimed = dedupeLibraryTags([
+  { name: '动画', library_ids: ['a', 'b'] },
+  { name: '电影', library_ids: ['b', 'c'] },
+])
+check('one library belongs to a single tag', claimed[0].library_ids.join(',') === 'a,b')
+check('later tag loses the shared library', claimed[1].library_ids.join(',') === 'c')
+
+const attached = attachLibraryToTag(
+  [
+    { name: '动画', library_ids: ['a'] },
+    { name: '电影', library_ids: ['b'] },
+  ],
+  'a',
+  '电影',
+)
+check('attach moves the library out of its old tag', attached[0].library_ids.length === 0)
+check('attach appends to the target tag', attached[1].library_ids.join(',') === 'b,a')
+
+const detached = detachLibraryFromTag(
+  [{ name: '电影', library_ids: ['b', 'a'] }],
+  'a',
+  '电影',
+)
+check('detach removes only the requested library', detached[0].library_ids.join(',') === 'b')
+
+const batchAttached = attachLibrariesToTag(
+  [
+    { name: '动画', library_ids: ['a', 'x'] },
+    { name: '电影', library_ids: ['b'] },
+  ],
+  ['b', 'x', 'b', ' missing '],
+  '动画',
+)
+check('batch attach moves every id out of its old tag', batchAttached[1].library_ids.length === 0)
+check('batch attach keeps order and dedupes ids', batchAttached[0].library_ids.join(',') === 'a,b,x,missing')
+check('batch attach ignores unknown target tag', attachLibrariesToTag([{ name: '动画', library_ids: [] }], ['a'], '不存在')[0].library_ids.length === 0)
+check('batch attach with no ids is a no-op', attachLibrariesToTag([{ name: '动画', library_ids: ['a'] }], [], '动画')[0].library_ids.join(',') === 'a')
+
+const batchDetached = detachLibrariesFromTag(
+  [
+    { name: '动画', library_ids: ['a', 'b'] },
+    { name: '电影', library_ids: ['b', 'c'] },
+  ],
+  ['b', 'c'],
+)
+check('batch detach removes ids from every tag', batchDetached[0].library_ids.join(',') === 'a')
+check('batch detach clears emptied tags', batchDetached[1].library_ids.length === 0)
+check(
+  'assign with empty tag name clears everything',
+  assignLibrariesToTag([{ name: '动画', library_ids: ['a'] }], ['a'], '')[0].library_ids.length === 0,
+)
+check(
+  'assign with a tag routes to attach',
+  assignLibrariesToTag([{ name: '动画', library_ids: [] }], ['a'], '动画')[0].library_ids.join(',') === 'a',
+)
+
+const searchable = [
+  { id: 'lib-a', name: '电影库', path: '/media/movies', type: 'movie' },
+  { id: 'lib-b', name: 'TV Shows', path: '/media/tv', type: 'tv' },
+]
+check('tagging search matches name', filterLibrariesForTagging(searchable as never, '电影').length === 1)
+check('tagging search matches path', filterLibrariesForTagging(searchable as never, 'media/tv').length === 1)
+check('tagging search matches type case-insensitively', filterLibrariesForTagging(searchable as never, 'MOVIE').length === 1)
+check('tagging search with blank keyword returns all', filterLibrariesForTagging(searchable as never, '  ').length === 2)
+
+check('blank name is rejected', tagNameError('   ', []) !== '')
+check('duplicate name is rejected', tagNameError('动画', [{ name: '动画', library_ids: [] }]) !== '')
+check(
+  'renaming a tag to itself is allowed',
+  tagNameError('动画', [{ name: '动画', library_ids: [] }], '动画') === '',
+)
+
+console.log('libraryTags.test.ts ok')

web/src/utils/libraryTags.ts

@@ -0,0 +1,298 @@
+import type { Library, LibraryTagSet } from '../types'
+
+/** 与后端 model.MaxLibraryTagNameLen 保持一致。 */
+export const MAX_TAG_NAME_LENGTH = 24
+/** 与后端 model.MaxLibraryTags 保持一致。 */
+export const MAX_LIBRARY_TAGS = 50
+
+/** 「全部」伪标签：不参与持久化，仅用于标签栏选中项。 */
+export const ALL_TAG_ID = '__all__'
+
+export type LibraryTag = LibraryTagSet
+
+export type LibraryTagTab = {
+  /** 选中的稳定标识：ALL_TAG_ID 或标签名。 */
+  id: string
+  name: string
+  count: number
+  /** 是否为「全部」标签栏 */
+  isAll: boolean
+}
+
+const STORAGE_KEY = 'mebox_library_tags'
+const SELECTED_KEY = 'mebox_library_tag_selected'
+
+/** 标签名去空白并按字符数截断，与后端清洗规则一致。 */
+export function normalizeTagName(name: string): string {
+  return Array.from(name.trim()).slice(0, MAX_TAG_NAME_LENGTH).join('').trim()
+}
+
+export function normalizeLibraryTags(tags: unknown): LibraryTag[] {
+  if (!Array.isArray(tags)) return []
+  const out: LibraryTag[] = []
+  const indexByName = new Map<string, number>()
+  for (const raw of tags) {
+    if (!raw || typeof raw !== 'object') continue
+    const name = normalizeTagName(String((raw as LibraryTagSet).name ?? ''))
+    if (!name) continue
+    const key = name.toLowerCase()
+    let pos = indexByName.get(key)
+    if (pos === undefined) {
+      if (out.length >= MAX_LIBRARY_TAGS) break
+      out.push({ name, library_ids: [] })
+      pos = out.length - 1
+      indexByName.set(key, pos)
+    }
+    const ids = (raw as LibraryTagSet).library_ids
+    if (!Array.isArray(ids)) continue
+    const seen = new Set(out[pos].library_ids)
+    for (const id of ids) {
+      const trimmed = String(id ?? '').trim()
+      if (!trimmed || seen.has(trimmed)) continue
+      seen.add(trimmed)
+      out[pos].library_ids.push(trimmed)
+    }
+  }
+  return out
+}
+
+/** 读取本地兜底缓存：接口不可用时标签栏仍然可用。 */
+export function readCachedLibraryTags(): LibraryTag[] {
+  if (typeof window === 'undefined') return []
+  try {
+    return normalizeLibraryTags(JSON.parse(window.localStorage.getItem(STORAGE_KEY) ?? '[]'))
+  } catch {
+    return []
+  }
+}
+
+export function writeCachedLibraryTags(tags: LibraryTag[]): void {
+  if (typeof window === 'undefined') return
+  try {
+    if (tags.length === 0) {
+      window.localStorage.removeItem(STORAGE_KEY)
+      return
+    }
+    window.localStorage.setItem(STORAGE_KEY, JSON.stringify(tags))
+  } catch {
+    // 私密模式等场景忽略存储失败。
+  }
+}
+
+export function readSelectedTagId(): string {
+  if (typeof window === 'undefined') return ALL_TAG_ID
+  try {
+    return window.localStorage.getItem(SELECTED_KEY)?.trim() || ALL_TAG_ID
+  } catch {
+    return ALL_TAG_ID
+  }
+}
+
+export function writeSelectedTagId(tagId: string): void {
+  if (typeof window === 'undefined') return
+  try {
+    if (!tagId || tagId === ALL_TAG_ID) {
+      window.localStorage.removeItem(SELECTED_KEY)
+      return
+    }
+    window.localStorage.setItem(SELECTED_KEY, tagId)
+  } catch {
+    // 同上。
+  }
+}
+
+export async function loadLibraryTags(): Promise<LibraryTag[]> {
+  const { profileAPI } = await import('../api/profile')
+  const remote = normalizeLibraryTags(await profileAPI.getLibraryTags())
+  writeCachedLibraryTags(remote)
+  return remote
+}
+
+export async function saveLibraryTags(tags: LibraryTag[]): Promise<LibraryTag[]> {
+  const { profileAPI } = await import('../api/profile')
+  const saved = normalizeLibraryTags(await profileAPI.setLibraryTags(normalizeLibraryTags(tags)))
+  writeCachedLibraryTags(saved)
+  return saved
+}
+
+/**
+ * 把标签集合中的媒体库 ID 收敛为「每个库只归属一个标签」：越靠前的标签优先，
+ * 后面的标签里重复出现的库会被移除。与后端 SetLibraryTags 的语义一致。
+ */
+export function dedupeLibraryTags(tags: LibraryTag[]): LibraryTag[] {
+  const claimed = new Set<string>()
+  return tags.map((tag) => {
+    const libraryIds: string[] = []
+    for (const id of tag.library_ids) {
+      if (claimed.has(id)) continue
+      claimed.add(id)
+      libraryIds.push(id)
+    }
+    return { ...tag, library_ids: libraryIds }
+  })
+}
+
+/** 标签名是否可用：非空、未超长、且（除了自身以外）没有重名。 */
+export function tagNameError(name: string, tags: LibraryTag[], exceptName?: string): string {
+  const trimmed = normalizeTagName(name)
+  if (!trimmed) return '标签名不能为空'
+  if (Array.from(name.trim()).length > MAX_TAG_NAME_LENGTH) {
+    return `标签名最多 ${MAX_TAG_NAME_LENGTH} 个字`
+  }
+  const key = trimmed.toLowerCase()
+  const selfKey = exceptName ? normalizeTagName(exceptName).toLowerCase() : ''
+  if (key !== selfKey && tags.some((tag) => tag.name.toLowerCase() === key)) {
+    return '标签名已存在'
+  }
+  return ''
+}
+
+export function findTagIdByName(tags: LibraryTag[], name: string): string {
+  const key = normalizeTagName(name).toLowerCase()
+  if (!key) return ''
+  return tags.find((tag) => tag.name.toLowerCase() === key)?.name ?? ''
+}
+
+export function tagLibraryIds(tags: LibraryTag[], tagId: string): string[] {
+  if (!tagId || tagId === ALL_TAG_ID) return []
+  const tag = tags.find((item) => item.name === tagId)
+  return tag ? tag.library_ids : []
+}
+
+export function isLibraryInTag(tags: LibraryTag[], tagId: string, libraryId: string): boolean {
+  return tagLibraryIds(tags, tagId).includes(libraryId)
+}
+
+/**
+ * 按标签过滤媒体库：`tagId` 为「全部」时原样返回（保持原有置顶/手动排序），
+ * 否则只保留该标签下的库，并保持标签里记录的顺序。
+ */
+export function filterLibrariesByTag<T extends { id: string }>(
+  libraries: T[],
+  tags: LibraryTag[],
+  tagId: string,
+): T[] {
+  if (!tagId || tagId === ALL_TAG_ID) return libraries
+  const ids = tagLibraryIds(tags, tagId)
+  if (ids.length === 0) return []
+  const byId = new Map(libraries.map((lib) => [lib.id, lib]))
+  const out: T[] = []
+  for (const id of ids) {
+    const lib = byId.get(id)
+    if (lib) out.push(lib)
+  }
+  return out
+}
+
+/** 生成标签栏模型：首项固定为「全部」，其后按标签顺序追加。 */
+export function buildLibraryTagTabs(libraries: Library[], tags: LibraryTag[]): LibraryTagTab[] {
+  const tabs: LibraryTagTab[] = [
+    { id: ALL_TAG_ID, name: '全部', count: libraries.length, isAll: true },
+  ]
+  if (tags.length === 0) return tabs
+  const available = new Set(libraries.map((lib) => lib.id))
+  for (const tag of tags) {
+    tabs.push({
+      id: tag.name,
+      name: tag.name,
+      count: tag.library_ids.filter((id) => available.has(id)).length,
+      isAll: false,
+    })
+  }
+  return tabs
+}
+
+/** 选中的标签是否仍存在；被删除或被过滤掉时回落到「全部」。 */
+export function resolveSelectedTagId(tags: LibraryTag[], selectedId: string): string {
+  if (!selectedId || selectedId === ALL_TAG_ID) return ALL_TAG_ID
+  return tags.some((tag) => tag.name === selectedId) ? selectedId : ALL_TAG_ID
+}
+
+/** 标签下的媒体库条目总数（用于标题文案）。 */
+export function sumLibraryTotals(libraries: Library[]): number {
+  return libraries.reduce((sum, lib) => sum + (lib.total ?? 0), 0)
+}
+
+/** 把一个媒体库挂到标签下：会先从原标签移除，保证一库一标签。 */
+export function attachLibraryToTag(tags: LibraryTag[], libraryId: string, tagName: string): LibraryTag[] {
+  const target = findTagIdByName(tags, tagName)
+  if (!target) return tags
+  const next = tags.map((tag) => ({
+    ...tag,
+    library_ids: tag.library_ids.filter((id) => id !== libraryId),
+  }))
+  return next.map((tag) =>
+    tag.name === target ? { ...tag, library_ids: [...tag.library_ids, libraryId] } : tag,
+  )
+}
+
+/** 从标签下移除媒体库。 */
+export function detachLibraryFromTag(tags: LibraryTag[], libraryId: string, tagName: string): LibraryTag[] {
+  return tags.map((tag) =>
+    tag.name === tagName ? { ...tag, library_ids: tag.library_ids.filter((id) => id !== libraryId) } : tag,
+  )
+}
+
+/**
+ * 批量把一个或多个媒体库挂到标签下：先从各自原标签移除，再按传入顺序追加，
+ * 保证「一库一标签」。整批只产生一次写入。
+ */
+export function attachLibrariesToTag(
+  tags: LibraryTag[],
+  libraryIds: string[],
+  tagName: string,
+): LibraryTag[] {
+  const target = findTagIdByName(tags, tagName)
+  const moving = normalizeLibraryIds(libraryIds)
+  if (!target || moving.length === 0) return tags
+  const movingSet = new Set(moving)
+  const next = tags.map((tag) => ({
+    ...tag,
+    library_ids: tag.library_ids.filter((id) => !movingSet.has(id)),
+  }))
+  return next.map((tag) =>
+    tag.name === target ? { ...tag, library_ids: [...tag.library_ids, ...moving] } : tag,
+  )
+}
+
+/** 批量把媒体库移出所有标签（即变为「未分类」）。 */
+export function detachLibrariesFromTag(tags: LibraryTag[], libraryIds: string[]): LibraryTag[] {
+  const moving = new Set(normalizeLibraryIds(libraryIds))
+  if (moving.size === 0) return tags
+  return tags.map((tag) => ({
+    ...tag,
+    library_ids: tag.library_ids.filter((id) => !moving.has(id)),
+  }))
+}
+
+/** 批量归类：tagName 为空表示移出所有标签。 */
+export function assignLibrariesToTag(
+  tags: LibraryTag[],
+  libraryIds: string[],
+  tagName: string,
+): LibraryTag[] {
+  return tagName ? attachLibrariesToTag(tags, libraryIds, tagName) : detachLibrariesFromTag(tags, libraryIds)
+}
+
+/** 去掉空白与重复，保留首次出现的顺序。 */
+export function normalizeLibraryIds(libraryIds: unknown): string[] {
+  if (!Array.isArray(libraryIds)) return []
+  const seen = new Set<string>()
+  const out: string[] = []
+  for (const raw of libraryIds) {
+    const trimmed = String(raw ?? '').trim()
+    if (!trimmed || seen.has(trimmed)) continue
+    seen.add(trimmed)
+    out.push(trimmed)
+  }
+  return out
+}
+
+/** 媒体库列表的模糊匹配（名称 / 路径 / 类型），供标签管理里的搜索框使用。 */
+export function filterLibrariesForTagging(libraries: Library[], keyword: string): Library[] {
+  const needle = keyword.trim().toLowerCase()
+  if (!needle) return libraries
+  return libraries.filter((lib) =>
+    `${lib.name} ${lib.path} ${lib.type}`.toLowerCase().includes(needle),
+  )
+}

web/src/utils/mediaSort.ts

@@ -114,7 +114,7 @@ export function sortMediaList(
       case 'created_at':
         return compareDates(a.created_at, b.created_at, order) || compareStrings(a.title, b.title, 'asc')
       case 'updated_at':
-        return compareDates(a.created_at || a.updated_at, b.created_at || b.updated_at, order) || compareStrings(a.title, b.title, 'asc')
+        return compareDates(a.updated_at || a.created_at, b.updated_at || b.created_at, order) || compareStrings(a.title, b.title, 'asc')
       case 'rating':
       case 'imdb_rating': {
         const cmp = compareNumbers(a.rating || 0, b.rating || 0, order)

web/src/utils/playbackRate.test.ts

@@ -0,0 +1,22 @@
+import {
+  formatPlaybackRate,
+  normalizePlaybackRate,
+  stepPlaybackRate,
+} from './playbackRate.ts'
+
+function check(name: string, condition: boolean) {
+  if (!condition) throw new Error(`playbackRate: ${name}`)
+}
+
+check('invalid value falls back to 1x', normalizePlaybackRate(undefined) === 1)
+check('value snaps to nearest selectable rate', normalizePlaybackRate(1.2) === 1.25)
+check('value below range clamps to the minimum', normalizePlaybackRate(0.1) === 0.5)
+check('value above range clamps to the maximum', normalizePlaybackRate(9) === 3)
+check('up steps to the next rate', stepPlaybackRate(1, 1) === 1.25)
+check('down steps to the previous rate', stepPlaybackRate(1, -1) === 0.75)
+check('up stops at the maximum', stepPlaybackRate(3, 1) === 3)
+check('down stops at the minimum', stepPlaybackRate(0.5, -1) === 0.5)
+check('integer formatting', formatPlaybackRate(1) === '1x')
+check('decimal formatting', formatPlaybackRate(1.25) === '1.25x')
+
+console.log('playbackRate.test.ts ok')

web/src/utils/playbackRate.ts

@@ -0,0 +1,31 @@
+export const PLAYBACK_RATE_OPTIONS = [0.5, 0.75, 1, 1.25, 1.5, 1.75, 2, 2.5, 3] as const
+
+export const MIN_PLAYBACK_RATE = PLAYBACK_RATE_OPTIONS[0]
+export const MAX_PLAYBACK_RATE = PLAYBACK_RATE_OPTIONS[PLAYBACK_RATE_OPTIONS.length - 1]
+
+export function normalizePlaybackRate(value: unknown): number {
+  const parsed = Number(value)
+  if (!Number.isFinite(parsed)) return 1
+  let closest: number = PLAYBACK_RATE_OPTIONS[0]
+  let closestDistance = Number.POSITIVE_INFINITY
+  for (const option of PLAYBACK_RATE_OPTIONS) {
+    const distance = Math.abs(option - parsed)
+    if (distance < closestDistance) {
+      closest = option
+      closestDistance = distance
+    }
+  }
+  return closest
+}
+
+export function stepPlaybackRate(current: unknown, direction: 1 | -1): number {
+  const normalized = normalizePlaybackRate(current)
+  const index = PLAYBACK_RATE_OPTIONS.indexOf(normalized as (typeof PLAYBACK_RATE_OPTIONS)[number])
+  const next = Math.min(PLAYBACK_RATE_OPTIONS.length - 1, Math.max(0, index + direction))
+  return PLAYBACK_RATE_OPTIONS[next]
+}
+
+export function formatPlaybackRate(rate: unknown): string {
+  const normalized = normalizePlaybackRate(rate)
+  return `${Number.isInteger(normalized) ? normalized.toFixed(0) : String(normalized)}x`
+}

web/src/utils/seriesCardResolve.ts

@@ -0,0 +1,59 @@
+import { libraryAPI, mediaAPI } from '../api/library'
+import type { Media } from '../types'
+import { groupSeries, type SeriesCard } from './groupSeries'
+import { isRemoteEmbyID } from './remoteEmby'
+
+/**
+ * 按 series key 反解出剧集卡片。
+ *
+ * 首页「最新条目」、海报墙等入口点击后带 ?series=<key> 深链进媒体库页，
+ * 但媒体库页每次只加载一页剧集卡片（远程 Emby 库 100 条），目标剧集不在
+ * 这一页时列表里找不到对应卡片，页面就退化成整个媒体库列表。这里按 key
+ * 单独解析目标剧集，与分页无关：
+ *
+ * - 远程 Emby 的 key 本身就是（伪装后的）剧集 ID，直接取该条目详情；
+ * - 本地 key 是分组 hash，改取该剧集的集列表，再折叠出代表条目。
+ *
+ * key 失效（剧集已删除等）时返回 null，调用方保持"整库列表"原状态。
+ */
+export async function resolveSeriesCardByKey(libraryID: string, key: string): Promise<SeriesCard | null> {
+  if (!libraryID || !key) return null
+
+  if (isRemoteEmbyID(key)) {
+    const rep = await fetchRemoteSeriesMedia(key)
+    if (rep) {
+      return { key, rep, linkMedia: rep, count: 0, is_series: true }
+    }
+  }
+
+  const episodes = await fetchSeriesEpisodes(libraryID, key)
+  if (episodes.length === 0) return null
+  // 与列表页同一套折叠规则，选出海报/元数据最好的那一集做代表卡片。
+  const [grouped] = groupSeries(episodes)
+  const rep = grouped?.rep ?? episodes[0]
+  return {
+    key,
+    rep,
+    linkMedia: grouped?.linkMedia ?? rep,
+    count: episodes.length,
+    is_series: true,
+  }
+}
+
+async function fetchRemoteSeriesMedia(id: string): Promise<Media | null> {
+  try {
+    const media = await mediaAPI.get(id)
+    return media?.id ? media : null
+  } catch {
+    return null
+  }
+}
+
+async function fetchSeriesEpisodes(libraryID: string, key: string): Promise<Media[]> {
+  try {
+    const page = await libraryAPI.listSeriesEpisodes(libraryID, key)
+    return Array.isArray(page.items) ? page.items : []
+  } catch {
+    return []
+  }
+}