diff --git a/internal/pkg/constraints/const.go b/internal/pkg/constraints/const.go
index 89a7c71..a1baf7a 100644
--- a/internal/pkg/constraints/const.go
+++ b/internal/pkg/constraints/const.go
@@ -14,6 +14,7 @@ const (
 	ParamError
 	InternalErr
 	AllStats
+	AllScene
 
 	Defaults = "default"
 
diff --git a/internal/theme/twentyfifteen/twentyfifteen.go b/internal/theme/twentyfifteen/twentyfifteen.go
index 372dd4a..f4feb92 100644
--- a/internal/theme/twentyfifteen/twentyfifteen.go
+++ b/internal/theme/twentyfifteen/twentyfifteen.go
@@ -41,7 +41,7 @@ func Init(fs embed.FS) {
 	}
 }
 
-var pipe = wp.HandlePipe(wp.ExecuteHandleFn, widget.MiddleWare(ready, data)...)
+var pipe = wp.HandlePipe(wp.ExecuteHandleFn, widget.MiddleWare(ready, wp.DataHandle)...)
 
 func Hook(h *wp.Handle) {
 	pipe(h)
@@ -53,16 +53,6 @@ func ready(next wp.HandleFn[*wp.Handle], h *wp.Handle) {
 	next(h)
 }
 
-func data(next wp.HandleFn[*wp.Handle], h *wp.Handle) {
-	if h.Scene() == constraints.Detail {
-		wp.Details(h)
-	} else {
-		wp.Indexs(h)
-	}
-	h.DetermineHandleFns()
-	next(h)
-}
-
 func configs(h *wp.Handle) {
 	conf := config.GetConfig()
 	h.PushComponentFilterFn(widgets.Search, func(h *wp.Handle, s string, args ...any) string {
@@ -73,11 +63,15 @@ func configs(h *wp.Handle) {
 	h.PushCacheGroupHeadScript("CalCustomBackGround", 10, CalCustomBackGround, colorSchemeCss)
 	h.CommonComponents()
 	h.Index.SetListPlugin(wp.PostsPlugins(wp.PostPlugin(), wp.GetListPostPlugins(conf.ListPagePlugins, wp.ListPostPlugins())...))
-	h.PushHandleFn(constraints.Ok, wp.NewHandleFn(components.WidgetArea, 20))
-	h.PushHandleFn(constraints.AllStats, wp.NewHandleFn(customHeader, 10))
-	h.PushHandleFn(constraints.AllStats, wp.NewHandleFn(wp.IndexRender, 50))
-	h.PushHandleFn(constraints.Detail, wp.NewHandleFn(wp.DetailRender, 50))
-	h.PushHandleFn(constraints.Detail, wp.NewHandleFn(postThumb, 60))
+	components.WidgetArea(h)
+	h.PushRender(constraints.AllStats, wp.NewHandleFn(customHeader, 10))
+	h.PushRender(constraints.AllStats, wp.NewHandleFn(wp.IndexRender, 50))
+	h.PushRender(constraints.Detail, wp.NewHandleFn(wp.DetailRender, 50))
+	h.PushRender(constraints.Detail, wp.NewHandleFn(postThumb, 60))
+	h.PushDataHandler(constraints.Detail, wp.NewHandleFn(wp.Details, 100))
+	h.PushDataHandler(constraints.AllScene, wp.NewHandleFn(wp.Indexs, 100))
+	h.PushDataHandler(constraints.AllScene, wp.NewHandleFn(wp.PreCodeAndStats, 80))
+	h.PushDataHandler(constraints.AllScene, wp.NewHandleFn(wp.PreTemplate, 70))
 }
 
 func postThumb(h *wp.Handle) {
diff --git a/internal/theme/twentyseventeen/twentyseventeen.go b/internal/theme/twentyseventeen/twentyseventeen.go
index 9a876cc..ffe4913 100644
--- a/internal/theme/twentyseventeen/twentyseventeen.go
+++ b/internal/theme/twentyseventeen/twentyseventeen.go
@@ -42,7 +42,7 @@ var paginate = func() plugins.PageEle {
 	return p
 }()
 
-var pipe = wp.HandlePipe(wp.ExecuteHandleFn, widget.MiddleWare(ready, data)...)
+var pipe = wp.HandlePipe(wp.ExecuteHandleFn, widget.MiddleWare(ready, wp.DataHandle)...)
 
 func Hook(h *wp.Handle) {
 	pipe(h)
@@ -55,20 +55,23 @@ func configs(h *wp.Handle) {
 	h.PushCacheGroupHeadScript("colorScheme-customHeader", 10, colorScheme, customHeader)
 	components.WidgetArea(h)
 	pushScripts(h)
-	h.PushHandleFn(constraints.AllStats, wp.NewHandleFn(func(h *wp.Handle) {
+	h.PushRender(constraints.AllStats, wp.NewHandleFn(func(h *wp.Handle) {
 		h.SetData("HeaderImage", getHeaderImage(h))
 	}, 10))
 	h.SetComponentsArgs(widgets.Widget, map[string]string{
 		"{$before_widget}": `<section id="%s" class="%s">`,
 		"{$after_widget}":  `</section>`,
 	})
-	h.PushGroupHandleFn(constraints.AllStats, 90, wp.PreTemplate, errorsHandle)
+	h.PushGroupRender(constraints.AllStats, 90, wp.PreTemplate, errorsHandle)
 	h.CommonComponents()
 	h.Index.SetPageEle(paginate)
 	h.Index.SetListPlugin(wp.PostsPlugins(wp.PostPlugin(postThumbnail), wp.GetListPostPlugins(conf.ListPagePlugins, wp.ListPostPlugins())...))
 	wp.SetComponentsArgsForMap(h, widgets.Search, "{$form}", searchForm)
-	h.PushHandleFn(constraints.AllStats, wp.NewHandleFn(wp.IndexRender, 10))
-	h.PushHandleFn(constraints.Detail, wp.NewHandleFn(wp.DetailRender, 10))
+	h.PushRender(constraints.AllStats, wp.NewHandleFn(wp.IndexRender, 10))
+	h.PushRender(constraints.Detail, wp.NewHandleFn(wp.DetailRender, 10))
+	h.PushDataHandler(constraints.Detail, wp.NewHandleFn(detail, 100))
+	h.PushDataHandler(constraints.AllScene, wp.NewHandleFn(index, 100))
+	h.PushDataHandler(constraints.AllScene, wp.NewHandleFn(wp.PreCodeAndStats, 90))
 }
 func ready(next wp.HandleFn[*wp.Handle], h *wp.Handle) {
 	wp.InitThemeArgAndConfig(configs, h)
@@ -95,17 +98,6 @@ func errorsHandle(h *wp.Handle) {
 	}
 }
 
-func data(next wp.HandleFn[*wp.Handle], h *wp.Handle) {
-	if h.Scene() == constraints.Detail {
-		detail(h)
-	} else {
-		index(h)
-	}
-	wp.PreCodeAndStats(h)
-	h.DetermineHandleFns()
-	next(h)
-}
-
 func index(h *wp.Handle) {
 	if h.Scene() == constraints.Detail {
 		return
diff --git a/internal/theme/wp/customheader.go b/internal/theme/wp/customheader.go
index 8128b24..5350bab 100644
--- a/internal/theme/wp/customheader.go
+++ b/internal/theme/wp/customheader.go
@@ -93,7 +93,7 @@ func (h *Handle) GetHeaderImages(theme string) (r []models.PostThumbnail, err er
 }
 
 func thumb(m models.Posts, theme string) models.PostThumbnail {
-	m.Thumbnail = wpconfig.Thumbnail(m.AttachmentMetadata, "thumbnail", "", "thumbnail", "post-thumbnail", fmt.Sprintf("%s-thumbnail-avatar", theme))
+	m.Thumbnail = wpconfig.Thumbnail(m.AttachmentMetadata, "full", "", "thumbnail", "post-thumbnail", fmt.Sprintf("%s-thumbnail-avatar", theme))
 	m.Thumbnail.Width = m.AttachmentMetadata.Width
 	m.Thumbnail.Height = m.AttachmentMetadata.Height
 	if m.Thumbnail.Path != "" {
diff --git a/internal/theme/wp/detail.go b/internal/theme/wp/detail.go
index 64fa5cc..632bd84 100644
--- a/internal/theme/wp/detail.go
+++ b/internal/theme/wp/detail.go
@@ -116,6 +116,4 @@ func DetailRender(h *Handle) {
 
 func Details(h *Handle) {
 	_ = h.Detail.BuildDetailData()
-	PreCodeAndStats(h)
-	PreTemplate(h)
 }
diff --git a/internal/theme/wp/index.go b/internal/theme/wp/index.go
index 39dfa2b..61a2271 100644
--- a/internal/theme/wp/index.go
+++ b/internal/theme/wp/index.go
@@ -153,8 +153,6 @@ func Indexs(h *Handle) {
 	}
 	i := h.Index
 	_ = i.BuildIndexData(NewIndexParams(i.C))
-	PreCodeAndStats(h)
-	PreTemplate(h)
 }
 
 func (i *IndexHandle) MarkSticky(posts *[]models.Posts) {
diff --git a/internal/theme/wp/wp.go b/internal/theme/wp/wp.go
index e8c3b1a..0798943 100644
--- a/internal/theme/wp/wp.go
+++ b/internal/theme/wp/wp.go
@@ -30,7 +30,8 @@ type Handle struct {
 	templ             string
 	components        map[string][]Components[string]
 	themeMods         wpconfig.ThemeMods
-	handleFns         map[int][]HandleCall
+	renders           map[int][]HandleCall
+	dataHandler       map[int][]HandleCall
 	err               error
 	abort             bool
 	componentsArgs    map[string]any
@@ -69,7 +70,8 @@ func InitThemeArgAndConfig(fn func(*Handle), h *Handle) {
 	var inited = false
 	hh := reload.GetAnyValBys("themeArgAndConfig", h, func(h *Handle) Handle {
 		h.components = make(map[string][]Components[string])
-		h.handleFns = make(map[int][]HandleCall)
+		h.renders = make(map[int][]HandleCall)
+		h.dataHandler = make(map[int][]HandleCall)
 		h.componentsArgs = make(map[string]any)
 		h.componentFilterFn = make(map[string][]func(*Handle, string, ...any) string)
 		h.ginH = gin.H{}
@@ -97,7 +99,8 @@ func InitThemeArgAndConfig(fn func(*Handle), h *Handle) {
 	h.Index.postsPlugin = hh.Index.postsPlugin
 	h.Index.pageEle = hh.Index.pageEle
 	h.Detail.CommentRender = hh.Detail.CommentRender
-	h.handleFns = hh.handleFns
+	h.renders = hh.renders
+	h.dataHandler = hh.dataHandler
 	h.componentsArgs = hh.componentsArgs
 	h.componentFilterFn = hh.componentFilterFn
 }
@@ -227,16 +230,45 @@ func (h *Handle) NewCacheComponent(name string, order int, fn func(handle *Handl
 	return Components[string]{Fn: fn, CacheKey: name, Order: order}
 }
 
-func (h *Handle) PushHandleFn(statsOrScene int, fns ...HandleCall) {
-	h.handleFns[statsOrScene] = append(h.handleFns[statsOrScene], fns...)
+func (h *Handle) PushRender(statsOrScene int, fns ...HandleCall) {
+	h.renders[statsOrScene] = append(h.renders[statsOrScene], fns...)
+}
+func (h *Handle) PushDataHandler(Scene int, fns ...HandleCall) {
+	h.dataHandler[Scene] = append(h.dataHandler[Scene], fns...)
 }
 
-func (h *Handle) PushGroupHandleFn(statsOrScene, order int, fns ...HandleFn[*Handle]) {
+func (h *Handle) PushGroupRender(statsOrScene, order int, fns ...HandleFn[*Handle]) {
 	var calls []HandleCall
 	for _, fn := range fns {
 		calls = append(calls, HandleCall{fn, order})
 	}
-	h.handleFns[statsOrScene] = append(h.handleFns[statsOrScene], calls...)
+	h.renders[statsOrScene] = append(h.renders[statsOrScene], calls...)
+}
+func (h *Handle) PushGroupDataHandler(scene, order int, fns ...HandleFn[*Handle]) {
+	var calls []HandleCall
+	for _, fn := range fns {
+		calls = append(calls, HandleCall{fn, order})
+	}
+	h.dataHandler[scene] = append(h.dataHandler[scene], calls...)
+}
+
+func DataHandle(next HandleFn[*Handle], h *Handle) {
+	handlers := reload.SafetyMapBy("dataHandle", h.scene, h, func(h *Handle) []HandleCall {
+		a := h.dataHandler[h.scene]
+		aa, ok := h.dataHandler[constraints.AllScene]
+		if ok {
+			a = append(a, aa...)
+		}
+		slice.Sort(a, func(i, j HandleCall) bool {
+			return i.Order > j.Order
+		})
+		return a
+	})
+	for _, handler := range handlers {
+		handler.Fn(h)
+	}
+	h.DetermineHandleFns()
+	next(h)
 }
 
 func (h *Handle) AddCacheComponent(name string, fn func(*Handle) string) {
@@ -280,16 +312,16 @@ func (h *Handle) GetPassword() {
 }
 
 func (h *Handle) ExecHandleFns() {
-	calls, ok := h.handleFns[h.Stats]
+	calls, ok := h.renders[h.Stats]
 	var fns []HandleCall
 	if ok {
 		fns = append(fns, calls...)
 	}
-	calls, ok = h.handleFns[h.scene]
+	calls, ok = h.renders[h.scene]
 	if ok {
 		fns = append(fns, calls...)
 	}
-	calls, ok = h.handleFns[constraints.AllStats]
+	calls, ok = h.renders[constraints.AllStats]
 	if ok {
 		fns = append(fns, calls...)
 	}
@@ -334,8 +366,8 @@ func (h *Handle) Render() {
 func (h *Handle) CommonComponents() {
 	h.AddCacheComponent("customLogo", CalCustomLogo)
 	h.PushCacheGroupHeadScript("siteIconAndCustomCss", 0, CalSiteIcon, CalCustomCss)
-	h.PushGroupHandleFn(constraints.AllStats, 10, CalComponents)
-	h.PushHandleFn(constraints.AllStats, NewHandleFn(func(h *Handle) {
+	h.PushGroupRender(constraints.AllStats, 10, CalComponents)
+	h.PushRender(constraints.AllStats, NewHandleFn(func(h *Handle) {
 		h.C.HTML(h.Code, h.templ, h.ginH)
 	}, 0))
 }
@@ -406,16 +438,20 @@ func HandlePipe[T any](initial func(T), fns ...HandlePipeFn[T]) HandleFn[T] {
 }
 
 func DetermineHandleFn(h *Handle) []HandleCall {
-	calls, ok := h.handleFns[h.Stats]
+	calls, ok := h.renders[h.Stats]
 	var fns []HandleCall
 	if ok {
 		fns = append(fns, calls...)
 	}
-	calls, ok = h.handleFns[h.scene]
+	calls, ok = h.renders[h.scene]
 	if ok {
 		fns = append(fns, calls...)
 	}
-	calls, ok = h.handleFns[constraints.AllStats]
+	calls, ok = h.renders[constraints.AllStats]
+	if ok {
+		fns = append(fns, calls...)
+	}
+	calls, ok = h.renders[constraints.AllScene]
 	if ok {
 		fns = append(fns, calls...)
 	}