diff --git a/src/renderer/src/modules/entry-column/article-item.tsx b/src/renderer/src/modules/entry-column/article-item.tsx
index 3ea83220f..768a452d4 100644
--- a/src/renderer/src/modules/entry-column/article-item.tsx
+++ b/src/renderer/src/modules/entry-column/article-item.tsx
@@ -21,23 +21,23 @@ export const ArticleItemSkeleton = (
   <div className="relative h-[120px] rounded-md bg-theme-background text-zinc-700 transition-colors dark:text-neutral-400">
     <div className="relative z-[1]">
       <div className="group relative flex py-4 pl-3 pr-2">
-        <div className="mr-2 size-5 animate-pulse rounded-sm bg-gray-200 dark:bg-neutral-800" />
+        <div className="mr-2 size-5 rounded-sm bg-gray-200 dark:bg-neutral-800" />
         <div className="-mt-0.5 line-clamp-4 flex-1 text-sm leading-tight">
           <div className="flex gap-1 text-[10px] font-bold text-zinc-400 dark:text-neutral-500">
-            <div className="h-3 w-24 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3 w-24 bg-gray-200 dark:bg-neutral-800" />
             <span>·</span>
-            <div className="h-3 w-12 shrink-0 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3 w-12 shrink-0 bg-gray-200 dark:bg-neutral-800" />
           </div>
           <div className="relative my-1 break-words font-medium">
-            <div className="h-3.5 w-full animate-pulse bg-gray-200 dark:bg-neutral-800" />
-            <div className="mt-1 h-3.5 w-3/4 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3.5 w-full bg-gray-200 dark:bg-neutral-800" />
+            <div className="mt-1 h-3.5 w-3/4 bg-gray-200 dark:bg-neutral-800" />
           </div>
           <div className="mt-1.5 text-[13px] text-zinc-400 dark:text-neutral-500">
-            <div className="h-3 w-full animate-pulse bg-gray-200 dark:bg-neutral-800" />
-            <div className="mt-1 h-3 w-4/5 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3 w-full bg-gray-200 dark:bg-neutral-800" />
+            <div className="mt-1 h-3 w-4/5 bg-gray-200 dark:bg-neutral-800" />
           </div>
         </div>
-        <div className="ml-2 size-20 animate-pulse overflow-hidden rounded bg-gray-200 dark:bg-neutral-800" />
+        <div className="ml-2 size-20 overflow-hidden rounded bg-gray-200 dark:bg-neutral-800" />
       </div>
     </div>
   </div>
diff --git a/src/renderer/src/modules/entry-column/audio-item.tsx b/src/renderer/src/modules/entry-column/audio-item.tsx
index 38e3b281e..083255fdc 100644
--- a/src/renderer/src/modules/entry-column/audio-item.tsx
+++ b/src/renderer/src/modules/entry-column/audio-item.tsx
@@ -23,17 +23,17 @@ export const AudioItemSkeleton = (
       <div className="group relative flex py-4 pl-3 pr-2">
         <div className="-mt-0.5 line-clamp-4 flex-1 text-sm leading-tight">
           <div className="flex gap-1 text-[10px] font-bold text-zinc-400 dark:text-neutral-500">
-            <div className="h-3 w-20 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3 w-20 bg-gray-200 dark:bg-neutral-800" />
             <span>·</span>
-            <div className="h-3 w-10 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3 w-10 bg-gray-200 dark:bg-neutral-800" />
           </div>
           <div className="relative my-0.5 break-words font-medium">
-            <div className="h-4 w-full animate-pulse bg-gray-200 dark:bg-neutral-800" />
-            <div className="mt-2 h-4 w-3/4 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-4 w-full bg-gray-200 dark:bg-neutral-800" />
+            <div className="mt-2 h-4 w-3/4 bg-gray-200 dark:bg-neutral-800" />
           </div>
         </div>
         <div className="relative ml-2 size-20 shrink-0">
-          <div className="mr-2 size-20 shrink-0 animate-pulse overflow-hidden rounded-sm bg-gray-200 dark:bg-neutral-800" />
+          <div className="mr-2 size-20 shrink-0 overflow-hidden rounded-sm bg-gray-200 dark:bg-neutral-800" />
         </div>
       </div>
     </div>
diff --git a/src/renderer/src/modules/entry-column/index.tsx b/src/renderer/src/modules/entry-column/index.tsx
index 576a8a515..56e76829c 100644
--- a/src/renderer/src/modules/entry-column/index.tsx
+++ b/src/renderer/src/modules/entry-column/index.tsx
@@ -51,12 +51,20 @@ import {
   useState,
 } from "react"
 import { useHotkeys } from "react-hotkeys-hook"
-import type { VirtuosoHandle, VirtuosoProps } from "react-virtuoso"
+import type {
+  ScrollSeekConfiguration,
+  VirtuosoHandle,
+  VirtuosoProps,
+} from "react-virtuoso"
 import { Virtuoso, VirtuosoGrid } from "react-virtuoso"
 
 import { useEntriesByView, useEntryMarkReadHandler } from "./hooks"
 import { EntryItem, EntryItemSkeleton } from "./item"
 
+const scrollSeekConfiguration: ScrollSeekConfiguration = {
+  enter: (velocity) => Math.abs(velocity) > 500,
+  exit: (velocity) => Math.abs(velocity) < 500,
+}
 export function EntryColumn() {
   const virtuosoRef = useRef<VirtuosoHandle>(null)
   const entries = useEntriesByView({
@@ -95,12 +103,16 @@ export function EntryColumn() {
   const virtuosoOptions = {
     components: {
       List: ListContent,
-
       Footer: useCallback(() => {
         if (!isFetchingNextPage) return null
         return <EntryItemSkeleton view={view} />
       }, [isFetchingNextPage, view]),
+      ScrollSeekPlaceholder: useCallback(
+        () => <EntryItemSkeleton view={view} single />,
+        [view],
+      ),
     },
+    scrollSeekConfiguration,
     rangeChanged: (...args: any[]) => {
       handleMarkReadInRange &&
       // @ts-expect-error
diff --git a/src/renderer/src/modules/entry-column/item.tsx b/src/renderer/src/modules/entry-column/item.tsx
index ccd711b53..67d438f5f 100644
--- a/src/renderer/src/modules/entry-column/item.tsx
+++ b/src/renderer/src/modules/entry-column/item.tsx
@@ -188,7 +188,6 @@ function EntryItemImpl({
         onDoubleClick={handleDoubleClick}
         onContextMenu={handleContextMenu}
       >
-
         <ListItemHoverOverlay
           className={cn(views[view || 0].gridMode ? "inset-0" : "inset-y-1")}
           isActive={isActive}
@@ -220,18 +219,22 @@ const LoadingCircleFallback = (
     <LoadingCircle size="medium" />
   </div>
 )
-export const EntryItemSkeleton: FC<{ view: FeedViewType }> = memo(
-  ({ view }) => {
-    const SkeletonItem = SkeletonItemMap[view]
-    return SkeletonItem ?
-        (
-          <div className="flex flex-col">{createSkeletonItems(SkeletonItem)}</div>
-        ) :
-        (
-          LoadingCircleFallback
-        )
-  },
-)
+export const EntryItemSkeleton: FC<{
+  view: FeedViewType
+  single?: boolean
+}> = memo(({ view, single }) => {
+  const SkeletonItem = SkeletonItemMap[view]
+  if (single) {
+    return SkeletonItem
+  }
+  return SkeletonItem ?
+      (
+        <div className="flex flex-col">{createSkeletonItems(SkeletonItem)}</div>
+      ) :
+      (
+        LoadingCircleFallback
+      )
+})
 
 const createSkeletonItems = (element: ReactNode) => {
   const children = [] as ReactNode[]
diff --git a/src/renderer/src/modules/entry-column/notification-item.tsx b/src/renderer/src/modules/entry-column/notification-item.tsx
index 024a45fee..765c88692 100644
--- a/src/renderer/src/modules/entry-column/notification-item.tsx
+++ b/src/renderer/src/modules/entry-column/notification-item.tsx
@@ -19,16 +19,16 @@ export function NotificationItem({
 export const NotificationItemSkeleton = (
   <div className="relative z-[1] mx-auto w-full max-w-lg">
     <div className="group relative flex py-4 pl-3 pr-2">
-      <div className="mr-2 size-5 shrink-0 animate-pulse overflow-hidden rounded-sm bg-gray-200 dark:bg-neutral-800" />
+      <div className="mr-2 size-5 shrink-0 overflow-hidden rounded-sm bg-gray-200 dark:bg-neutral-800" />
       <div className="-mt-0.5 line-clamp-4 flex-1 text-sm leading-tight">
         <div className="flex gap-1 text-[10px] font-bold text-zinc-400 dark:text-neutral-500">
-          <div className="h-3 w-32 animate-pulse truncate bg-gray-200 dark:bg-neutral-800" />
+          <div className="h-3 w-32 truncate bg-gray-200 dark:bg-neutral-800" />
           <span>·</span>
-          <div className="h-3 w-12 shrink-0 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+          <div className="h-3 w-12 shrink-0 bg-gray-200 dark:bg-neutral-800" />
         </div>
         <div className="relative my-0.5 break-words">
-          <div className="h-4 w-full animate-pulse bg-gray-200 dark:bg-neutral-800" />
-          <div className="mt-2 h-4 w-3/4 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+          <div className="h-4 w-full bg-gray-200 dark:bg-neutral-800" />
+          <div className="mt-2 h-4 w-3/4 bg-gray-200 dark:bg-neutral-800" />
         </div>
       </div>
     </div>
diff --git a/src/renderer/src/modules/entry-column/picture-item.tsx b/src/renderer/src/modules/entry-column/picture-item.tsx
index 1cfa6deef..f0d0dec8d 100644
--- a/src/renderer/src/modules/entry-column/picture-item.tsx
+++ b/src/renderer/src/modules/entry-column/picture-item.tsx
@@ -51,18 +51,18 @@ export const PictureItemSkeleton = (
       <div className="p-1.5">
         <div className="relative flex gap-2 overflow-x-auto">
           <div className="relative flex aspect-square w-full shrink-0 items-center overflow-hidden rounded-md">
-            <div className="size-full animate-pulse overflow-hidden rounded-none bg-gray-200 dark:bg-neutral-800" />
+            <div className="size-full overflow-hidden rounded-none bg-gray-200 dark:bg-neutral-800" />
           </div>
         </div>
         <div className="relative flex-1 px-2 pb-3 pt-1 text-sm">
           <div className="relative mb-1 mt-1.5 truncate font-medium leading-none">
-            <div className="h-4 w-3/4 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-4 w-3/4 bg-gray-200 dark:bg-neutral-800" />
           </div>
           <div className="mt-1 flex items-center gap-1 truncate text-[13px]">
-            <div className="mr-0.5 size-4 animate-pulse rounded-sm bg-gray-200 dark:bg-neutral-800" />
-            <div className="h-3 w-1/2 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="mr-0.5 size-4 rounded-sm bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3 w-1/2 bg-gray-200 dark:bg-neutral-800" />
             <span className="text-zinc-500">·</span>
-            <div className="h-3 w-12 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3 w-12 bg-gray-200 dark:bg-neutral-800" />
           </div>
         </div>
       </div>
diff --git a/src/renderer/src/modules/entry-column/social-media-item.tsx b/src/renderer/src/modules/entry-column/social-media-item.tsx
index 4065663f8..751ce62b6 100644
--- a/src/renderer/src/modules/entry-column/social-media-item.tsx
+++ b/src/renderer/src/modules/entry-column/social-media-item.tsx
@@ -139,31 +139,31 @@ export const SocialMediaItemSkeleton = (
   <div className="relative m-auto w-[75ch] rounded-md bg-theme-background text-zinc-700 transition-colors dark:text-neutral-400">
     <div className="relative z-[1]">
       <div className="group relative flex py-4 pl-3 pr-2">
-        <div className="mr-2 size-9 animate-pulse rounded-sm bg-gray-200 dark:bg-neutral-800" />
+        <div className="mr-2 size-9 rounded-sm bg-gray-200 dark:bg-neutral-800" />
         <div className="ml-2 min-w-0 flex-1">
           <div className="-mt-0.5 line-clamp-5 flex-1 text-sm">
             <div className="flex w-[calc(100%-10rem)] space-x-1">
-              <div className="h-4 w-16 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+              <div className="h-4 w-16 bg-gray-200 dark:bg-neutral-800" />
               <span className="text-zinc-500">·</span>
-              <div className="h-4 w-12 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+              <div className="h-4 w-12 bg-gray-200 dark:bg-neutral-800" />
             </div>
             <div className="relative mt-0.5 whitespace-pre-line text-base">
-              <div className="h-4 w-full animate-pulse bg-gray-200 dark:bg-neutral-800" />
-              <div className="mt-1.5 h-4 w-full animate-pulse bg-gray-200 dark:bg-neutral-800" />
-              <div className="mt-1.5 h-4 w-3/4 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+              <div className="h-4 w-full bg-gray-200 dark:bg-neutral-800" />
+              <div className="mt-1.5 h-4 w-full bg-gray-200 dark:bg-neutral-800" />
+              <div className="mt-1.5 h-4 w-3/4 bg-gray-200 dark:bg-neutral-800" />
             </div>
           </div>
           <div className="mt-2 flex gap-2 overflow-x-auto">
-            <div className="size-28 animate-pulse overflow-hidden rounded bg-gray-200 dark:bg-neutral-800" />
+            <div className="size-28 overflow-hidden rounded bg-gray-200 dark:bg-neutral-800" />
           </div>
         </div>
         <div className="invisible absolute right-1 top-1.5 opacity-0 duration-200 group-hover:visible group-hover:opacity-80">
           <div className="flex origin-right scale-90 items-center gap-1">
-            <div className="size-8 animate-pulse justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
-            <div className="size-8 animate-pulse justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
-            <div className="size-8 animate-pulse justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
-            <div className="size-8 animate-pulse justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
-            <div className="size-8 animate-pulse justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
+            <div className="size-8 justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
+            <div className="size-8 justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
+            <div className="size-8 justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
+            <div className="size-8 justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
+            <div className="size-8 justify-center rounded-md bg-gray-200 dark:bg-neutral-800" />
           </div>
         </div>
       </div>
diff --git a/src/renderer/src/modules/entry-column/video-item.tsx b/src/renderer/src/modules/entry-column/video-item.tsx
index cd4b5af90..d877aa748 100644
--- a/src/renderer/src/modules/entry-column/video-item.tsx
+++ b/src/renderer/src/modules/entry-column/video-item.tsx
@@ -144,18 +144,18 @@ export const VideoItemSkeleton = (
       <div className="p-1.5">
         <div className="w-full">
           <div className="overflow-x-auto">
-            <div className="aspect-video w-full shrink-0 animate-pulse overflow-hidden rounded-md bg-gray-200 dark:bg-neutral-800" />
+            <div className="aspect-video w-full shrink-0 overflow-hidden rounded-md bg-gray-200 dark:bg-neutral-800" />
           </div>
         </div>
         <div className="relative flex-1 px-2 pb-3 pt-1 text-sm">
           <div className="relative mb-1 mt-1.5 truncate font-medium leading-none">
-            <div className="h-4 w-3/4 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-4 w-3/4 bg-gray-200 dark:bg-neutral-800" />
           </div>
           <div className="mt-1 flex items-center gap-1 truncate text-[13px]">
-            <div className="mr-0.5 size-4 animate-pulse rounded-sm bg-gray-200 dark:bg-neutral-800" />
-            <div className="h-3 w-1/2 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="mr-0.5 size-4 rounded-sm bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3 w-1/2 bg-gray-200 dark:bg-neutral-800" />
             <span className="text-zinc-500">·</span>
-            <div className="h-3 w-12 animate-pulse bg-gray-200 dark:bg-neutral-800" />
+            <div className="h-3 w-12 bg-gray-200 dark:bg-neutral-800" />
           </div>
         </div>
       </div>