Fix media scraping rename and compose pulls

README.md

@@ -242,6 +242,8 @@ docker compose pull mediastation-go
 docker compose up -d --no-deps mediastation-go
 ```
 
+不要执行裸 `docker compose pull` 做日常更新。PostgreSQL / Redis 是数据与缓存基础组件，compose 已设置为 `pull_policy: never`；需要升级它们时，请先备份 `./postgres`，再手动修改镜像版本并单独拉取。
+
 第二档和第三档更新时继续带上叠加文件：
 
 ```bash

docker-compose.advanced.yml

@@ -2,7 +2,7 @@
 #
 # 快速开始：
 #   1. 按需修改下方 volumes 的宿主机路径。
-#   2. docker compose pull
+#   2. docker compose pull mediastation-go
 #   3. docker compose up -d
 #   4. 浏览器打开 http://<服务器IP>:18080
 #
@@ -201,6 +201,9 @@ services:
 
   postgres:
     image: postgres:16-alpine
+    # 数据库基础镜像不参与日常应用更新，避免误拉新版 PostgreSQL。
+    # 如需升级 PostgreSQL，请先备份 ./postgres 后再手动调整镜像版本并拉取。
+    pull_policy: never
     container_name: mediastation-postgres
     restart: unless-stopped
     environment:

docker-compose.standard.yml

@@ -17,6 +17,9 @@ services:
 
   redis:
     image: redis:7-alpine
+    # Redis 只做热缓存，日常更新 MediaStationGo 时不需要重新拉取。
+    # 如需升级 Redis，请先确认兼容性后再手动调整镜像版本并拉取。
+    pull_policy: never
     restart: unless-stopped
     command:
       - redis-server

docker-compose.yml

@@ -124,6 +124,9 @@ services:
 
   postgres:
     image: postgres:16-alpine
+    # 数据库基础镜像不参与日常应用更新，避免误拉新版 PostgreSQL。
+    # 如需升级 PostgreSQL，请先备份 ./postgres 后再手动调整镜像版本并拉取。
+    pull_policy: never
     restart: unless-stopped
     environment:
       POSTGRES_DB: mediastation

internal/service/fanart.go

@@ -88,6 +88,46 @@ func (f *FanartProvider) MovieArtwork(ctx context.Context, tmdbID int) (*Artwork
 	return a, nil
 }
 
+// TVArtwork looks up artwork for a TheTVDB series id.
+func (f *FanartProvider) TVArtwork(ctx context.Context, theTVDBID string) (*Artwork, error) {
+	if !f.Enabled() || theTVDBID == "" {
+		return nil, nil
+	}
+	type entry struct {
+		URL  string `json:"url"`
+		Lang string `json:"lang"`
+	}
+	type page struct {
+		TVPoster  []entry `json:"tvposter"`
+		ShowBack  []entry `json:"showbackground"`
+		HDLogo    []entry `json:"hdtvlogo"`
+		ClearLogo []entry `json:"clearlogo"`
+		TVThumb   []entry `json:"tvthumb"`
+	}
+	u := fmt.Sprintf("https://webservice.fanart.tv/v3/tv/%s?api_key=%s",
+		theTVDBID, f.cfg.Secrets.FanartAPIKey)
+	var p page
+	if err := f.getJSON(ctx, u, &p); err != nil {
+		return nil, err
+	}
+	a := &Artwork{}
+	if len(p.TVPoster) > 0 {
+		a.Poster = p.TVPoster[0].URL
+	}
+	if len(p.ShowBack) > 0 {
+		a.Backdrop = p.ShowBack[0].URL
+	}
+	if len(p.HDLogo) > 0 {
+		a.Logo = p.HDLogo[0].URL
+	} else if len(p.ClearLogo) > 0 {
+		a.Logo = p.ClearLogo[0].URL
+	}
+	if len(p.TVThumb) > 0 {
+		a.Thumb = p.TVThumb[0].URL
+	}
+	return a, nil
+}
+
 func (f *FanartProvider) getJSON(ctx context.Context, u string, out any) error {
 	req, err := http.NewRequestWithContext(ctx, http.MethodGet, u, nil)
 	if err != nil {

internal/service/local_metadata.go

@@ -69,7 +69,7 @@ type nfoDocument struct {
 	OriginalTitle string        `xml:"originaltitle"`
 	SortTitle     string        `xml:"sorttitle"`
 	Num           string        `xml:"num"`
-	Year          int           `xml:"year"`
+	Year          nfoInt        `xml:"year"`
 	Premiered     string        `xml:"premiered"`
 	ReleaseDate   string        `xml:"releasedate"`
 	Release       string        `xml:"release"`
@@ -77,15 +77,15 @@ type nfoDocument struct {
 	Plot          string        `xml:"plot"`
 	Outline       string        `xml:"outline"`
 	OriginalPlot  string        `xml:"originalplot"`
-	Rating        float32       `xml:"rating"`
+	Rating        nfoFloat      `xml:"rating"`
 	Poster        string        `xml:"poster"`
 	Thumbs        []nfoThumb    `xml:"thumb"`
 	Fanart        nfoFanart     `xml:"fanart"`
 	Art           nfoArt        `xml:"art"`
-	TMDbID        int           `xml:"tmdbid"`
+	TMDbID        nfoInt        `xml:"tmdbid"`
 	UniqueIDs     []nfoUniqueID `xml:"uniqueid"`
-	Season        int           `xml:"season"`
+	Season        nfoInt        `xml:"season"`
-	Episode       int           `xml:"episode"`
+	Episode       nfoInt        `xml:"episode"`
 	Genres        []string      `xml:"genre"`
 	Tags          []string      `xml:"tag"`
 	Countries     []string      `xml:"country"`
@@ -98,6 +98,46 @@ type nfoDocument struct {
 	Actors        []nfoActor    `xml:"actor"`
 }
 
+type nfoInt int
+
+func (n *nfoInt) UnmarshalXML(d *xml.Decoder, start xml.StartElement) error {
+	var raw string
+	if err := d.DecodeElement(&raw, &start); err != nil {
+		return err
+	}
+	raw = cleanXMLText(raw)
+	if raw == "" || strings.EqualFold(raw, "none") || strings.EqualFold(raw, "null") || strings.EqualFold(raw, "nan") {
+		*n = 0
+		return nil
+	}
+	if v, err := strconv.Atoi(raw); err == nil {
+		*n = nfoInt(v)
+		return nil
+	}
+	if f, err := strconv.ParseFloat(raw, 64); err == nil {
+		*n = nfoInt(int(f))
+	}
+	return nil
+}
+
+type nfoFloat float32
+
+func (n *nfoFloat) UnmarshalXML(d *xml.Decoder, start xml.StartElement) error {
+	var raw string
+	if err := d.DecodeElement(&raw, &start); err != nil {
+		return err
+	}
+	raw = cleanXMLText(raw)
+	if raw == "" || strings.EqualFold(raw, "none") || strings.EqualFold(raw, "null") || strings.EqualFold(raw, "nan") {
+		*n = 0
+		return nil
+	}
+	if v, err := strconv.ParseFloat(raw, 32); err == nil {
+		*n = nfoFloat(v)
+	}
+	return nil
+}
+
 type nfoActor struct {
 	Name string `xml:"name"`
 	Role string `xml:"role"`
@@ -253,16 +293,16 @@ func metadataFromDoc(doc *nfoDocument, baseDir string, seriesLike bool) *LocalMe
 		Title:        cleanXMLText(doc.Title),
 		OriginalName: cleanXMLText(doc.OriginalTitle),
 		AdultCode:    normalizeAdultCode(doc.Num),
-		Year:         doc.Year,
+		Year:         int(doc.Year),
 		Overview:     firstText(doc.Plot, doc.Outline, doc.OriginalPlot),
-		Rating:       doc.Rating,
+		Rating:       float32(doc.Rating),
 		PosterURL:    firstRemoteURL(baseDir, nfoPosterValues(doc)...),
 		BackdropURL:  firstRemoteURL(baseDir, nfoBackdropValues(doc)...),
-		TMDbID:       doc.TMDbID,
+		TMDbID:       int(doc.TMDbID),
 		DoubanID:     externalIDFromUniqueIDs(doc.UniqueIDs, "douban"),
 		TheTVDBID:    externalIDFromUniqueIDs(doc.UniqueIDs, "thetvdb", "tvdb"),
-		SeasonNum:    doc.Season,
+		SeasonNum:    int(doc.Season),
-		EpisodeNum:   doc.Episode,
+		EpisodeNum:   int(doc.Episode),
 		Genres:       joinNFOValues(adultAwareGenres(doc)),
 		Countries:    joinNFOValues(doc.Countries),
 		Languages:    joinNFOValues(doc.Languages),

internal/service/local_metadata_test.go

@@ -77,6 +77,36 @@ func TestReadLocalEpisodeMetadataMergesShowAndEpisode(t *testing.T) {
 	}
 }
 
+func TestReadLocalEpisodeMetadataIgnoresNoneNumericFields(t *testing.T) {
+	root := t.TempDir()
+	showDir := filepath.Join(root, "链锯人 总集篇 (2025)")
+	seasonDir := filepath.Join(showDir, "Season 1")
+	if err := os.MkdirAll(seasonDir, 0o755); err != nil {
+		t.Fatal(err)
+	}
+	mediaPath := filepath.Join(seasonDir, "链锯人 总集篇 - S01E01.mkv")
+	if err := os.WriteFile(mediaPath, []byte("x"), 0o644); err != nil {
+		t.Fatal(err)
+	}
+	if err := os.WriteFile(filepath.Join(showDir, "tvshow.nfo"), []byte(`<tvshow><title>链锯人 总集篇</title><year>2025</year></tvshow>`), 0o644); err != nil {
+		t.Fatal(err)
+	}
+	if err := os.WriteFile(nfoPath(mediaPath), []byte(`<episodedetails><title>第 1 集</title><season>None</season><episode>None</episode><rating>None</rating></episodedetails>`), 0o644); err != nil {
+		t.Fatal(err)
+	}
+
+	got, err := ReadLocalMetadata(mediaPath, root, true)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if got == nil || got.Title != "链锯人 总集篇" || got.Year != 2025 {
+		t.Fatalf("unexpected metadata: %+v", got)
+	}
+	if got.SeasonNum != 0 || got.EpisodeNum != 0 || got.Rating != 0 {
+		t.Fatalf("None numeric fields should parse as zero, got %+v", got)
+	}
+}
+
 func TestReadLocalVarietyMetadataUsesLocalArtwork(t *testing.T) {
 	root := t.TempDir()
 	showDir := filepath.Join(root, "哈哈哈哈哈")

internal/service/organize_naming_test.go

@@ -3,6 +3,7 @@ package service
 import (
 	"os"
 	"path/filepath"
+	"strings"
 	"testing"
 
 	"go.uber.org/zap"
@@ -159,6 +160,49 @@ func TestOrganizeDirectoryHonorsMoviePilotStyleNamingFormat(t *testing.T) {
 	}
 }
 
+func TestOrganizeDirectoryUsesSeriesFolderWhenFileTitleIsOnlyReleaseTags(t *testing.T) {
+	root := t.TempDir()
+	dest := filepath.Join(root, "media")
+	src := filepath.Join(root, "downloads", "链锯人 总集篇 (2025)", "Season 1", "2025.2160p.120fps.WEB-DL.H265.10bit.DTS5.1.S01E01.mkv")
+	writeOrgFile(t, src, "episode")
+
+	repos := newOrganizerTestRepo(t)
+	template := "{{title}}{% if year %} ({{year}}){% endif %}/Season {{season}}/{{title}} - {{season_episode}}{% if video_format %} - {{video_format}}{% endif %}{{fileExt}}"
+	if err := repos.Setting.Set(t.Context(), "organize.tv_format", template); err != nil {
+		t.Fatal(err)
+	}
+	if err := repos.Setting.Set(t.Context(), "organize.anime_format", template); err != nil {
+		t.Fatal(err)
+	}
+	organizer := NewOrganizerService(&config.Config{}, zap.NewNop(), repos)
+	if _, err := organizer.OrganizeDirectory(t.Context(), OrganizeOptions{
+		SourcePath:    src,
+		DestPath:      dest,
+		MediaType:     "anime",
+		MediaCategory: "日番",
+		TransferMode:  TransferCopy,
+	}); err != nil {
+		t.Fatalf("organize anime: %v", err)
+	}
+
+	want := filepath.Join(dest, "电视剧", "日番", "链锯人 总集篇 (2025)", "Season 1", "链锯人 总集篇 - S01E01 - 2160p.120fps.WEB-DL.H265.10bit.DTS5.1.mkv")
+	if _, err := os.Stat(want); err != nil {
+		t.Fatalf("organize should use series folder title and keep video_format, want %q: %v", want, err)
+	}
+}
+
+func TestOrganizeNamingTemplateKeepsVideoFormatToken(t *testing.T) {
+	rel := renderOrganizeNamingTemplate("{title} - {episode_tag} - {video_format}{fileExt}", organizeNamingData{
+		Title:       "链锯人 总集篇",
+		EpisodeTag:  "S01E01",
+		VideoFormat: extractOrganizeReleaseTag("2025.2160p.120fps.WEB-DL.H265.10bit.DTS5.1.mkv"),
+		FileExt:     ".mkv",
+	})
+	if !strings.Contains(rel, "2160p.120fps.WEB-DL.H265.10bit.DTS5.1") {
+		t.Fatalf("video_format was lost from rendered name: %q", rel)
+	}
+}
+
 func TestOrganizePipelineUsesSameNamingFormat(t *testing.T) {
 	root := t.TempDir()
 	src := filepath.Join(root, "downloads", "Pipeline.Show.S01E02.2026.mkv")

internal/service/organizer.go

@@ -155,6 +155,7 @@ func (o *OrganizerService) OrganizeMediaWithOptions(ctx context.Context, mediaID
 			MediaType: lib.Type,
 			Category:  category,
 			Title:     title,
+			Source:    m.Path,
 			Ext:       ext,
 			Year:      m.Year,
 			Season:    m.SeasonNum,
@@ -172,6 +173,7 @@ func (o *OrganizerService) OrganizeMediaWithOptions(ctx context.Context, mediaID
 			MediaType: lib.Type,
 			Category:  category,
 			Title:     title,
+			Source:    m.Path,
 			Ext:       ext,
 			Year:      m.Year,
 		})

internal/service/organizer_directory.go

@@ -242,10 +242,18 @@ type organizeDirectoryLayout struct {
 // into destRoot, applying dedup + 洗版.
 func (o *OrganizerService) organizeSourceFile(ctx context.Context, src, sourceRoot, destRoot string, mode TransferMode, mediaTypeOverride, mediaCategoryOverride string, dryRun bool, allowReplaceExisting bool, metadataCache map[string]*Match, res *OrganizeResult) error {
 	ext := filepath.Ext(src)
+	season, episode := ParseEpisode(src)
 	title, year := CleanQuery(src)
-	if title == "" {
+	if organizeWeakFileTitle(title) {
+		if folderTitle, folderYear := organizeTitleFromParentFolder(src, sourceRoot, season > 0 || episode > 0); folderTitle != "" {
+			title = folderTitle
+			if year <= 0 {
+				year = folderYear
+			}
+		} else {
 			title = strings.TrimSuffix(filepath.Base(src), ext)
 		}
+	}
 	// CleanQuery lowercases the parsed title; title-case it so organized output
 	// matches typical library casing (and stays consistent for dedup).
 	parsedTitle := title
@@ -253,7 +261,6 @@ func (o *OrganizerService) organizeSourceFile(ctx context.Context, src, sourceRo
 	if title == "" {
 		title = "Unknown"
 	}
-	season, episode := ParseEpisode(src)
 	pathLayout := o.inferOrganizeDirectoryLayout(src, sourceRoot)
 	layout := pathLayout
 	forcedType := normalizeOrganizeMediaType(mediaTypeOverride)
@@ -320,6 +327,7 @@ func (o *OrganizerService) organizeSourceFile(ctx context.Context, src, sourceRo
 		MediaType: layout.MediaType,
 		Category:  layout.Category,
 		Title:     title,
+		Source:    src,
 		Ext:       ext,
 		Year:      year,
 		Season:    season,
@@ -425,6 +433,21 @@ func (o *OrganizerService) organizeSourceFile(ctx context.Context, src, sourceRo
 	return nil
 }
 
+func organizeTitleFromParentFolder(src, sourceRoot string, seriesLike bool) (string, int) {
+	if !seriesLike {
+		return "", 0
+	}
+	raw := seriesFolderTitle(src, sourceRoot)
+	if strings.TrimSpace(raw) == "" {
+		return "", 0
+	}
+	title, year := CleanQuery(raw)
+	if title == "" {
+		title = strings.TrimSpace(raw)
+	}
+	return title, year
+}
+
 func shouldSkipOrganizeSourceVideo(path, sourceRoot string) (bool, string) {
 	cleanPath := filepath.Clean(path)
 	cleanRoot := filepath.Clean(sourceRoot)
@@ -473,6 +496,31 @@ func normalizeOrganizeMediaType(mediaType string) string {
 	}
 }
 
+func organizeWeakFileTitle(title string) bool {
+	title = strings.TrimSpace(title)
+	if title == "" {
+		return true
+	}
+	fields := strings.Fields(strings.ToLower(title))
+	if len(fields) == 0 {
+		return true
+	}
+	meaningful := 0
+	for _, field := range fields {
+		if _, ok := noiseTokenSet[field]; ok {
+			continue
+		}
+		if _, ok := releaseBoundaryTokenSet[field]; ok {
+			continue
+		}
+		if len(field) == 4 && strings.HasPrefix(field, "20") {
+			continue
+		}
+		meaningful++
+	}
+	return meaningful == 0
+}
+
 func (o *OrganizerService) inferMediaTypeForSourceFile(src, title string, season, episode int) string {
 	if season > 0 || episode > 0 {
 		return "tv"

internal/service/organizer_target.go

@@ -14,6 +14,7 @@ type organizeTargetInput struct {
 	MediaType string
 	Category  string
 	Title     string
+	Source    string
 	Ext       string
 	Year      int
 	Season    int
@@ -69,6 +70,8 @@ func (o *OrganizerService) buildOrganizeTargetPath(ctx context.Context, in organ
 			Category:    sanitizeFilename(in.Category),
 			MediaType:   normalizeOrganizeMediaType(in.MediaType),
 			EpisodeTag:  episodeTag,
+			VideoFormat: extractOrganizeReleaseTag(in.Source),
+			Part:        extractOrganizeReleaseTag(in.Source),
 		})
 		rel = cleanOrganizeRelativePath(rel)
 		if rel == "" {
@@ -133,6 +136,8 @@ type organizeNamingData struct {
 	Category    string
 	MediaType   string
 	EpisodeTag  string
+	VideoFormat string
+	Part        string
 }
 
 var organizeTemplateTokenRE = regexp.MustCompile(`\{([A-Za-z_]+)(?::([^}]+))?\}`)
@@ -204,8 +209,10 @@ func organizeTemplateTruthy(name string, data organizeNamingData) bool {
 		return data.MediaType != ""
 	case "episode_tag", "episodetag", "season_episode":
 		return data.EpisodeTag != ""
-	case "part", "videoformat", "video_format":
+	case "videoformat", "video_format":
-		return false
+		return data.VideoFormat != ""
+	case "part":
+		return data.Part != ""
 	default:
 		return false
 	}
@@ -234,13 +241,52 @@ func organizeTemplateValue(name, format string, data organizeNamingData, fallbac
 		return data.MediaType
 	case "episode_tag", "episodetag", "season_episode":
 		return data.EpisodeTag
-	case "part", "videoformat", "video_format":
+	case "videoformat", "video_format":
-		return ""
+		return data.VideoFormat
+	case "part":
+		return data.Part
 	default:
 		return fallback
 	}
 }
 
+var organizeReleaseTailRE = regexp.MustCompile(`(?i)(?:^|[.\s_\-\[\(])((?:2160p|1080p|720p|480p|4k|uhd|fhd|web[\s._-]*dl|web[\s._-]*rip|bluray|blu[\s._-]*ray|bdrip|hdtv|remux|x26[45]|h[\s._-]*26[45]|hevc|avc|10bit|8bit|hdr10?\+?|dovi|dv|120fps|60fps|dts|ddp?|eac3|aac|flac|truehd|atmos).*)$`)
+
+func extractOrganizeReleaseTag(source string) string {
+	base := strings.TrimSuffix(filepath.Base(strings.TrimSpace(source)), filepath.Ext(source))
+	if base == "" {
+		return ""
+	}
+	matches := organizeReleaseTailRE.FindStringSubmatch(base)
+	if len(matches) < 2 {
+		return ""
+	}
+	value := strings.Trim(matches[1], " ._-[]()")
+	value = patSEnE.ReplaceAllString(value, " ")
+	value = patNxE.ReplaceAllString(value, " ")
+	value = patEP.ReplaceAllString(value, " ")
+	value = patCN.ReplaceAllString(value, " ")
+	if value == "" {
+		return ""
+	}
+	parts := strings.FieldsFunc(value, func(r rune) bool {
+		switch r {
+		case ' ', '_', '[', ']', '(', ')', '{', '}':
+			return true
+		default:
+			return false
+		}
+	})
+	out := make([]string, 0, len(parts))
+	for _, part := range parts {
+		part = strings.Trim(part, ".-")
+		if part != "" {
+			out = append(out, part)
+		}
+	}
+	return sanitizeFilename(strings.Join(out, "."))
+}
+
 func formatOrganizeNumber(value int, format string, fallback int) string {
 	if value <= 0 {
 		value = fallback

internal/service/scheduler.go

@@ -267,6 +267,11 @@ func (s *SchedulerService) loopWithInitialDelay(ctx context.Context, j *schedule
 		case <-timer.C:
 		}
 		if err := s.runOnce(ctx, j); err != nil {
+			if errors.Is(err, ErrSchedulerJobAlreadyRunning) {
+				s.log.Debug("scheduled job skipped; previous run still active", zap.String("name", j.name))
+				delay = j.interval
+				continue
+			}
 			s.log.Warn("scheduled job failed",
 				zap.String("name", j.name), zap.Error(err))
 		}

internal/service/scraper.go

@@ -1,14 +1,8 @@
 // Package service — scraper orchestrator.
 //
-// ScraperService takes a Media row and tries to enrich it with metadata
+// ScraperService takes a Media row and tries to enrich it with metadata from
-// from one or more providers. Selection is driven by the library type:
+// local NFO first, then TMDb -> Douban -> Bangumi -> TheTVDB. Fanart.tv is
-//
+// artwork-only and upgrades poster/backdrop after a metadata match.
-//	library.type == "anime"   -> Bangumi  (fallback: TMDb)
-//	library.type == "tv"      -> TheTVDB  (fallback: TMDb)
-//	default                   -> TMDb
-//
-// After the primary match we optionally upgrade poster / backdrop with
-// Fanart.tv when an API key is configured.
 package service
 
 import (
@@ -282,9 +276,20 @@ func (s *ScraperService) EnrichOne(ctx context.Context, m *model.Media) error {
 			zap.String("library_type", lib.Type))
 		return nil
 	}
-	// Optional Fanart upgrade.
+	s.applyFanartArtwork(ctx, match)
-	if s.fanart != nil && s.fanart.Enabled() && match.TMDbID > 0 {
+	mergeLocalMetadataIntoMatch(match, local)
-		if a, err := s.fanart.MovieArtwork(ctx, match.TMDbID); err == nil && a != nil {
+
+	return s.applyProviderMatch(ctx, m, lib, match)
+}
+
+func (s *ScraperService) applyFanartArtwork(ctx context.Context, match *Match) {
+	if s == nil || s.fanart == nil || !s.fanart.Enabled() || match == nil {
+		return
+	}
+	apply := func(a *Artwork) {
+		if a == nil {
+			return
+		}
 		if a.Poster != "" {
 			match.PosterURL = a.Poster
 		}
@@ -292,10 +297,20 @@ func (s *ScraperService) EnrichOne(ctx context.Context, m *model.Media) error {
 			match.BackdropURL = a.Backdrop
 		}
 	}
+	if match.TMDbID > 0 {
+		if a, err := s.fanart.MovieArtwork(ctx, match.TMDbID); err == nil {
+			apply(a)
+		} else {
+			s.log.Debug("fanart movie artwork failed", zap.Int("tmdb_id", match.TMDbID), zap.Error(err))
+		}
+	}
+	if strings.TrimSpace(match.TheTVDBID) != "" {
+		if a, err := s.fanart.TVArtwork(ctx, strings.TrimSpace(match.TheTVDBID)); err == nil {
+			apply(a)
+		} else {
+			s.log.Debug("fanart tv artwork failed", zap.String("thetvdb_id", match.TheTVDBID), zap.Error(err))
+		}
 	}
-	mergeLocalMetadataIntoMatch(match, local)
-
-	return s.applyProviderMatch(ctx, m, lib, match)
 }
 
 func mediaYearHint(m *model.Media) int {
@@ -695,33 +710,14 @@ func librarySupportsSeasons(lib *model.Library) bool {
 	}
 }
 
-// lookup runs the provider chain. When the library is missing we fall
+// lookup runs the provider chain after local NFO has been considered:
-// back to TMDb only.
+// TMDb -> Douban -> Bangumi -> TheTVDB. Douban and Bangumi do not require API
-//
+// keys; providers that are unavailable or return an error are skipped.
-// 库类型决定首选 provider：
-//
-//	anime  -> Bangumi  -> TMDb /search/tv  -> TMDb /search/movie
-//	tv     -> TMDb /search/tv -> TMDb /search/movie -> TheTVDB
-//	movie  -> TMDb /search/movie
-//	(空)    -> TMDb /search/movie
-//
-// 任何 provider 错误都不会中止链式查询；只要返回 nil/err，就继续走下一个
-// provider。这避免了 Bangumi token 未配置时 anime 库整体失败的问题。
 func (s *ScraperService) lookup(ctx context.Context, lib *model.Library, query string, year int) *Match {
 	kind := ""
 	if lib != nil {
 		kind = lib.Type
 	}
-	switch kind {
-	case "anime":
-		if s.bangumi != nil && s.bangumi.Enabled() {
-			if m, err := s.bangumi.Search(ctx, query); err == nil && m != nil {
-				return m
-			} else if err != nil {
-				s.log.Debug("bangumi search failed", zap.String("query", query), zap.Error(err))
-			}
-		}
-	}
 	if s.tmdb != nil && s.tmdb.Enabled() {
 		// anime / tv 先用 TMDb /search/tv（剧名通常是 TV 类目）。
 		if kind == "anime" || kind == "tv" || kind == "variety" || kind == "show" || kind == "shows" {
@@ -737,13 +733,6 @@ func (s *ScraperService) lookup(ctx context.Context, lib *model.Library, query s
 			s.log.Debug("tmdb movie search failed", zap.String("query", query), zap.Error(err))
 		}
 	}
-	if (kind == "anime" || kind == "tv" || kind == "variety" || kind == "show" || kind == "shows") && s.thetvdb != nil && s.thetvdb.Enabled() {
-		if m, err := s.thetvdb.SearchSeries(ctx, query); err == nil && m != nil {
-			return m
-		} else if err != nil {
-			s.log.Debug("thetvdb search failed", zap.String("query", query), zap.Error(err))
-		}
-	}
 	if s.douban != nil && s.douban.Enabled() {
 		if m, err := s.douban.SearchMatch(ctx, query); err == nil && m != nil {
 			return m
@@ -751,6 +740,20 @@ func (s *ScraperService) lookup(ctx context.Context, lib *model.Library, query s
 			s.log.Debug("douban search failed", zap.String("query", query), zap.Error(err))
 		}
 	}
+	if s.bangumi != nil && s.bangumi.Enabled() {
+		if m, err := s.bangumi.Search(ctx, query); err == nil && m != nil {
+			return m
+		} else if err != nil {
+			s.log.Debug("bangumi search failed", zap.String("query", query), zap.Error(err))
+		}
+	}
+	if (kind == "anime" || kind == "tv" || kind == "variety" || kind == "show" || kind == "shows") && s.thetvdb != nil && s.thetvdb.Enabled() {
+		if m, err := s.thetvdb.SearchSeries(ctx, query); err == nil && m != nil {
+			return m
+		} else if err != nil {
+			s.log.Debug("thetvdb search failed", zap.String("query", query), zap.Error(err))
+		}
+	}
 	return nil
 }