diff --git a/lib/utils.js b/lib/utils.js
index 59c760e9..a97c114a 100644
--- a/lib/utils.js
+++ b/lib/utils.js
@@ -133,6 +133,8 @@ export const isMobile = () => {
   if (!isBrowser()) {
     return isMobile
   }
+  
+  // 这个判断会引发 TypeError: navigator.userAgentData.mobile is undefined 问题，导致博客无法正常工作
   // if (!isMobile && navigator.userAgentData.mobile) {
   //   isMobile = true
   // }
diff --git a/pages/_app.js b/pages/_app.js
index 41feba71..e6749281 100644
--- a/pages/_app.js
+++ b/pages/_app.js
@@ -24,6 +24,7 @@ import smoothscroll from 'smoothscroll-polyfill'
 
 import AOS from 'aos'
 import 'aos/dist/aos.css' // You can also use <link> for styles
+import { isMobile } from '@/lib/utils'
 
 const Ackee = dynamic(() => import('@/components/Ackee'), { ssr: false })
 const Gtag = dynamic(() => import('@/components/Gtag'), { ssr: false })
@@ -57,7 +58,9 @@ const MyApp = ({ Component, pageProps }) => {
 
   useEffect(() => {
     AOS.init()
-    smoothscroll.polyfill()
+    if (isMobile()) {
+      smoothscroll.polyfill()
+    }
   }, [])
 
   return (
diff --git a/themes/example/components/BlogListScroll.js b/themes/example/components/BlogListScroll.js
index d70e4bc5..b3d7f3f0 100644
--- a/themes/example/components/BlogListScroll.js
+++ b/themes/example/components/BlogListScroll.js
@@ -78,5 +78,5 @@ export const BlogListScroll = props => {
               </div>
 
           </div>
-  );
+  )
 }
diff --git a/themes/hexo/LayoutBase.js b/themes/hexo/LayoutBase.js
index 701daa71..066c4404 100644
--- a/themes/hexo/LayoutBase.js
+++ b/themes/hexo/LayoutBase.js
@@ -1,6 +1,6 @@
 import CommonHead from '@/components/CommonHead'
-import { useEffect, useState } from 'react'
-
+import { useCallback, useEffect, useState } from 'react'
+import throttle from 'lodash.throttle'
 import Footer from './components/Footer'
 import JumpToTopButton from './components/JumpToTopButton'
 import SideRight from './components/SideRight'
@@ -42,23 +42,20 @@ const LayoutBase = props => {
     </>
   )
   const { onLoading } = useGlobal()
+  const throttleMs = 200
+  const scrollListener = useCallback(throttle(() => {
+    const targetRef = document.getElementById('wrapper')
+    const clientHeight = targetRef?.clientHeight
+    const scrollY = window.pageYOffset
+    const fullHeight = clientHeight - window.outerHeight
+    let per = parseFloat(((scrollY / fullHeight) * 100).toFixed(0))
+    if (per > 100) per = 100
+    const shouldShow = scrollY > 100 && per > 0
 
-  const scrollListener = () => {
-    requestAnimationFrame(() => {
-      const targetRef = document.getElementById('wrapper')
-      const clientHeight = targetRef?.clientHeight
-      const scrollY = window.pageYOffset
-      const fullHeight = clientHeight - window.outerHeight
-      let per = parseFloat(((scrollY / fullHeight) * 100).toFixed(0))
-      if (per > 100) per = 100
-      const shouldShow = scrollY > 100 && per > 0
-
-      if (shouldShow !== showFloatButton) {
-        switchShow(shouldShow)
-      }
-    // changePercent(per)
-    })
-  }
+    if (shouldShow !== showFloatButton) {
+      switchShow(shouldShow)
+    }
+  }, throttleMs))
   useEffect(() => {
     document.addEventListener('scroll', scrollListener)
     return () => document.removeEventListener('scroll', scrollListener)
diff --git a/themes/hexo/components/Announcement.js b/themes/hexo/components/Announcement.js
index 391fd3a8..677cb467 100644
--- a/themes/hexo/components/Announcement.js
+++ b/themes/hexo/components/Announcement.js
@@ -7,7 +7,7 @@ const Announcement = ({ post, className }) => {
   const { locale } = useGlobal()
   if (post?.blockMap) {
     return <div className={className}>
-        <section id='announcement-wrapper' className="hover:shadow-md dark:text-gray-300 border dark:border-black rounded-xl px-2 py-4 bg-white dark:bg-hexo-black-gray">
+        <section id='announcement-wrapper' className="dark:text-gray-300 border dark:border-black rounded-xl px-2 py-4 bg-white dark:bg-hexo-black-gray">
             <div><i className='mr-2 fas fa-bullhorn' />{locale.COMMON.ANNOUNCEMENT}</div>
             {post && (<div id="announcement-content">
             <NotionPage post={post} className='text-center ' />
diff --git a/themes/hexo/components/BlogPostCard.js b/themes/hexo/components/BlogPostCard.js
index e3e3d7ff..eeb6e0b2 100644
--- a/themes/hexo/components/BlogPostCard.js
+++ b/themes/hexo/components/BlogPostCard.js
@@ -1,98 +1,39 @@
 import BLOG from '@/blog.config'
 import Link from 'next/link'
 import React from 'react'
-import TagItemMini from './TagItemMini'
 import CONFIG_HEXO from '../config_hexo'
-import NotionPage from '@/components/NotionPage'
+import { BlogPostCardInfo } from './BlogPostCardInfo'
 // import Image from 'next/image'
 
-const BlogPostCard = ({ post, showSummary, siteInfo }) => {
+const BlogPostCard = ({ index, post, showSummary, siteInfo }) => {
   const showPreview = CONFIG_HEXO.POST_LIST_PREVIEW && post.blockMap
   if (post && !post.page_cover && CONFIG_HEXO.POST_LIST_COVER_DEFAULT) {
     post.page_cover = siteInfo?.pageCover
   }
   const showPageCover = CONFIG_HEXO.POST_LIST_COVER && post?.page_cover
+  const delay = (index % 2) * 200
+
   return (
     <div
         key={post.id}
-        data-aos="fade-up"
-        data-aso-delay="200"
-        data-aos-duration="200"
-        data-aos-once="true"
-        data-aos-anchor-placement="top-bottom"
         className={`flex md:flex-row flex-col-reverse ${CONFIG_HEXO.POST_LIST_IMG_CROSSOVER ? 'even:md:flex-row-reverse' : ''}
-        w-full md:h-72 h-96 justify-between overflow-hidden shadow-md
+        w-full md:h-52 justify-between overflow-hidden
         border dark:border-black rounded-xl bg-white dark:bg-hexo-black-gray`}>
 
-        <div className={`lg:p-8 p-4 flex flex-col  ${showPageCover ? 'md:w-7/12 w-full' : 'w-full'}`}>
-          <Link
-            href={`${BLOG.SUB_PATH}/${post.slug}`}
-            passHref
-            className={`replace cursor-pointer hover:underline text-2xl ${showPreview ? 'text-center' : ''
-              } leading-tight text-gray-600 dark:text-gray-100 hover:text-indigo-700 dark:hover:text-indigo-400`}>
+        {/* 文字内容 */}
+        <div
+            data-aos="fade-up"
+            data-aos-duration="200"
+            data-aos-delay={delay}
+            data-aos-once="true"
+            data-aos-anchor-placement="top-bottom"
+            className={`flex flex-col lg:p-6 p-4  ${showPageCover ? 'md:w-7/12 w-full ' : 'w-full'}`}>
 
-            {post.title}
+            <BlogPostCardInfo post={post} showPreview={showPreview} showSummary={showSummary}/>
 
-          </Link>
-
-          <div
-            className={`flex mt-2 items-center ${showPreview ? 'justify-center' : 'justify-start'
-              } flex-wrap dark:text-gray-500 text-gray-400 hover:text-indigo-700 dark:hover:text-indigo-400`}
-          >
-            <Link
-              href={`/archive#${post?.date?.start_date?.substr(0, 7)}`}
-              passHref
-              className="font-light hover:underline cursor-pointer text-sm leading-4 mr-3">
-
-              <i className="far fa-calendar-alt mr-1" />
-              {post.date?.start_date || post.lastEditedTime}
-
-            </Link>
-          </div>
-
-          {(!showPreview || showSummary) && !post.results && (
-            <p style={{ overflow: 'hidden', textOverflow: 'ellipsis', display: '-webkit-box', WebkitLineClamp: '4', WebkitBoxOrient: 'vertical' }}
-              className="replace h-full max-h-32 my-4 text-gray-700  dark:text-gray-300 text-sm font-light leading-7">
-              {post.summary}
-            </p>
-          )}
-
-          {/* 搜索结果 */}
-          {post.results && (
-            <p className="mt-4 text-gray-700 dark:text-gray-300 text-sm font-light leading-7">
-              {post.results.map(r => (
-                <span key={r}>{r}</span>
-              ))}
-            </p>
-          )}
-
-          {showPreview && (
-            <div className="overflow-ellipsis truncate">
-              <NotionPage post={post} />
-            </div>
-          )}
-
-          <div className="text-gray-400 justify-between flex">
-            <Link
-              href={`/category/${post.category}`}
-              passHref
-              className="cursor-pointer font-light text-sm hover:underline hover:text-indigo-700 dark:hover:text-indigo-400 transform">
-
-              <i className="mr-1 far fa-folder" />
-              {post.category}
-
-            </Link>
-            <div className="md:flex-nowrap flex-wrap md:justify-start inline-block">
-              <div>
-                {' '}
-                {post.tagItems.map(tag => (
-                  <TagItemMini key={tag.name} tag={tag} />
-                ))}
-              </div>
-            </div>
-          </div>
         </div>
 
+         {/* 图片封面 */}
         {showPageCover && !showPreview && post?.page_cover && (
            <div className="flex overflow-hidden md:w-5/12 h-full">
                 <Link href={`${BLOG.SUB_PATH}/${post.slug}`} passHref legacyBehavior>
@@ -100,6 +41,7 @@ const BlogPostCard = ({ post, showSummary, siteInfo }) => {
                     <img
                         src={post?.page_cover}
                         alt={post.title}
+                        loading='lazy'
                         className="w-full cursor-pointer object-cover duration-200 hover:scale-125 "
                     />
                     {/* <div className='relative w-full h-full'>
diff --git a/themes/hexo/components/BlogPostCardInfo.js b/themes/hexo/components/BlogPostCardInfo.js
new file mode 100644
index 00000000..8c6c6be1
--- /dev/null
+++ b/themes/hexo/components/BlogPostCardInfo.js
@@ -0,0 +1,79 @@
+import BLOG from '@/blog.config'
+import NotionPage from '@/components/NotionPage'
+import Link from 'next/link'
+import TagItemMini from './TagItemMini'
+
+export const BlogPostCardInfo = ({ post, showPreview, showSummary }) => {
+  return <>
+        {/* 标题 */}
+        <Link
+            href={`${BLOG.SUB_PATH}/${post.slug}`}
+            passHref
+            className={`replace cursor-pointer hover:underline text-2xl ${showPreview ? 'text-center' : ''
+                } leading-tight text-gray-600 dark:text-gray-100 hover:text-indigo-700 dark:hover:text-indigo-400`}>
+
+            {post.title}
+
+        </Link>
+
+        {/* 日期 */}
+        <div
+            className={`flex mt-2 items-center ${showPreview ? 'justify-center' : 'justify-start'
+                } flex-wrap dark:text-gray-500 text-gray-400 hover:text-indigo-700 dark:hover:text-indigo-400`}
+        >
+            <Link
+                href={`/archive#${post?.date?.start_date?.substr(0, 7)}`}
+                passHref
+                className="font-light hover:underline cursor-pointer text-sm leading-4 mr-3">
+
+                <i className="far fa-calendar-alt mr-1" />
+                {post.date?.start_date || post.lastEditedTime}
+
+            </Link>
+        </div>
+
+        {/* 摘要 */}
+        {(!showPreview || showSummary) && !post.results && (
+            <p style={{ overflow: 'hidden', textOverflow: 'ellipsis', display: '-webkit-box', WebkitLineClamp: '2', WebkitBoxOrient: 'vertical' }}
+                className="replace py-3 h-28 text-gray-700  dark:text-gray-300 text-sm font-light leading-7">
+                {post.summary}
+            </p>
+        )}
+
+        {/* 搜索结果 */}
+        {post.results && (
+            <p className="mt-4 text-gray-700 dark:text-gray-300 text-sm font-light leading-7">
+                {post.results.map(r => (
+                    <span key={r}>{r}</span>
+                ))}
+            </p>
+        )}
+        {/* 预览 */}
+        {showPreview && (
+            <div className="overflow-ellipsis truncate">
+                <NotionPage post={post} />
+            </div>
+        )}
+
+        {/* 分类标签 */}
+        <div className="text-gray-400 justify-between flex">
+            <Link
+                href={`/category/${post.category}`}
+                passHref
+                className="cursor-pointer font-light text-sm hover:underline hover:text-indigo-700 dark:hover:text-indigo-400 transform">
+
+                <i className="mr-1 far fa-folder" />
+                {post.category}
+
+            </Link>
+            <div className="md:flex-nowrap flex-wrap md:justify-start inline-block">
+                <div>
+                    {' '}
+                    {post.tagItems.map(tag => (
+                        <TagItemMini key={tag.name} tag={tag} />
+                    ))}
+                </div>
+            </div>
+        </div>
+    </>
+}
diff --git a/themes/hexo/components/BlogPostListPage.js b/themes/hexo/components/BlogPostListPage.js
index ff4249d7..9a2c68f7 100644
--- a/themes/hexo/components/BlogPostListPage.js
+++ b/themes/hexo/components/BlogPostListPage.js
@@ -22,7 +22,7 @@ const BlogPostListPage = ({ page = 1, posts = [], postCount, siteInfo }) => {
         {/* 文章列表 */}
         <div className="space-y-6 px-2">
           {posts.map(post => (
-            <BlogPostCard key={post.id} post={post} siteInfo={siteInfo}/>
+            <BlogPostCard index={posts.indexOf(post)} key={post.id} post={post} siteInfo={siteInfo}/>
           ))}
         </div>
         {showPagination && <PaginationNumber page={page} totalPage={totalPage} />}
diff --git a/themes/hexo/components/Header.js b/themes/hexo/components/Header.js
index 81b2fe2e..c15153f3 100644
--- a/themes/hexo/components/Header.js
+++ b/themes/hexo/components/Header.js
@@ -1,8 +1,9 @@
 // import Image from 'next/image'
-import { useEffect, useState } from 'react'
+import { useCallback, useEffect, useState } from 'react'
 import Typed from 'typed.js'
 import CONFIG_HEXO from '../config_hexo'
 import NavButtonGroup from './NavButtonGroup'
+import throttle from 'lodash.throttle'
 
 let wrapperTop = 0
 let windowTop = 0
@@ -53,6 +54,34 @@ const Header = props => {
     })
   }
 
+  const autoScrollEnd = () => {
+    if (autoScroll) {
+      windowTop = window.scrollY
+      autoScroll = false
+    }
+  }
+  const throttleMs = 200
+  const scrollTrigger = useCallback(throttle(() => {
+    if (screen.width <= 768) {
+      return
+    }
+
+    const scrollS = window.scrollY
+    // 自动滚动
+    if ((scrollS > windowTop) & (scrollS < window.innerHeight) && !autoScroll
+    ) {
+      autoScroll = true
+      window.scrollTo({ top: wrapperTop, behavior: 'smooth' })
+      autoScrollEnd()
+    }
+    if ((scrollS < windowTop) && (scrollS < window.innerHeight) && !autoScroll) {
+      autoScroll = true
+      window.scrollTo({ top: 0, behavior: 'smooth' })
+      autoScrollEnd()
+    }
+    windowTop = scrollS
+  }, throttleMs))
+
   return (
         <header
             id="header"
@@ -89,37 +118,4 @@ const Header = props => {
   )
 }
 
-const autoScrollEnd = () => {
-  if (autoScroll) {
-    windowTop = window.scrollY
-    autoScroll = false
-  }
-}
-
-/**
-   * 自动吸附滚动，移动端体验不好暂时关闭
-   */
-const scrollTrigger = () => {
-  requestAnimationFrame(() => {
-    if (screen.width <= 768) {
-      return
-    }
-
-    const scrollS = window.scrollY
-    // 自动滚动
-    if ((scrollS > windowTop) & (scrollS < window.innerHeight) && !autoScroll
-    ) {
-      autoScroll = true
-      window.scrollTo({ top: wrapperTop, behavior: 'smooth' })
-      autoScrollEnd()
-    }
-    if ((scrollS < windowTop) && (scrollS < window.innerHeight) && !autoScroll) {
-      autoScroll = true
-      window.scrollTo({ top: 0, behavior: 'smooth' })
-      autoScrollEnd()
-    }
-    windowTop = scrollS
-  })
-}
-
 export default Header
diff --git a/themes/hexo/components/LatestPostsGroup.js b/themes/hexo/components/LatestPostsGroup.js
index 009e91cb..e5d02a71 100644
--- a/themes/hexo/components/LatestPostsGroup.js
+++ b/themes/hexo/components/LatestPostsGroup.js
@@ -1,6 +1,6 @@
 import BLOG from '@/blog.config'
 import { useGlobal } from '@/lib/global'
-import Image from 'next/image'
+// import Image from 'next/image'
 import Link from 'next/link'
 import { useRouter } from 'next/router'
 
@@ -40,14 +40,16 @@ const LatestPostsGroup = ({ latestPosts, siteInfo }) => {
                     className={'my-2 flex'}>
 
                     <div className="w-20 h-16 overflow-hidden relative">
-                          <Image
+                          {/* <Image
                             src={headerImage}
                             fill
                             style={{ objectFit: 'cover' }}
                             placeholder='blur'
                             blurDataURL='/bg_image.jpg'
                             quality={10}
-                            alt={post.title} />
+                            alt={post.title} /> */}
+                            {/* eslint-disable-next-line @next/next/no-img-element */}
+                            <img src={headerImage} className='object-cover w-full h-full'/>
                     </div>
                     <div
                         className={
diff --git a/themes/hexo/components/TopNav.js b/themes/hexo/components/TopNav.js
index d3fe3f1b..43aa5340 100644
--- a/themes/hexo/components/TopNav.js
+++ b/themes/hexo/components/TopNav.js
@@ -1,6 +1,6 @@
 import { useGlobal } from '@/lib/global'
 import Link from 'next/link'
-import { useEffect, useRef, useState } from 'react'
+import { useCallback, useEffect, useRef, useState } from 'react'
 import CategoryGroup from './CategoryGroup'
 import Collapse from './Collapse'
 import Logo from './Logo'
@@ -9,6 +9,7 @@ import TagGroups from './TagGroups'
 import MenuButtonGroupTop from './MenuButtonGroupTop'
 import MenuList from './MenuList'
 import { useRouter } from 'next/router'
+import throttle from 'lodash.throttle'
 
 let windowTop = 0
 
@@ -39,39 +40,40 @@ const TopNav = props => {
     }
   }, [])
 
-  const scrollTrigger = () => {
-    requestAnimationFrame(() => {
-      const scrollS = window.scrollY
-      const nav = document.querySelector('#sticky-nav')
-      const header = document.querySelector('#header')
-      // 是否将导航栏透明
-      const navTransparent = (scrollS < document.documentElement.clientHeight - 12 && router.route === '/') || scrollS < 300 // 透明导航条的条件
+  const throttleMs = 200
 
-      if (header && navTransparent) {
-        nav && nav.classList.replace('bg-white', 'bg-none')
-        nav && nav.classList.replace('text-black', 'text-white')
-        nav && nav.classList.replace('border', 'border-transparent')
-        nav && nav.classList.replace('drop-shadow-md', 'shadow-none')
-        nav && nav.classList.replace('dark:bg-hexo-black-gray', 'transparent')
-      } else {
-        nav && nav.classList.replace('bg-none', 'bg-white')
-        nav && nav.classList.replace('text-white', 'text-black')
-        nav && nav.classList.replace('border-transparent', 'border')
-        nav && nav.classList.replace('shadow-none', 'drop-shadow-md')
-        nav && nav.classList.replace('transparent', 'dark:bg-hexo-black-gray')
-      }
+  const scrollTrigger = useCallback(throttle(() => {
+    const scrollS = window.scrollY
+    const nav = document.querySelector('#sticky-nav')
+    const header = document.querySelector('#header')
+    // 是否将导航栏透明
+    const navTransparent = (scrollS < document.documentElement.clientHeight - 12 && router.route === '/') || scrollS < 300 // 透明导航条的条件
 
-      const showNav = scrollS <= windowTop || scrollS < 5 || (header && scrollS <= header.clientHeight * 2)// 非首页无大图时影藏顶部 滚动条置顶时隐藏
-      if (!showNav) {
-        nav && nav.classList.replace('top-0', '-top-20')
-        windowTop = scrollS
-      } else {
-        nav && nav.classList.replace('-top-20', 'top-0')
-        windowTop = scrollS
-      }
-      navDarkMode()
-    })
-  }
+    if (header && navTransparent) {
+      nav && nav.classList.replace('bg-white', 'bg-none')
+      nav && nav.classList.replace('text-black', 'text-white')
+      nav && nav.classList.replace('border', 'border-transparent')
+      nav && nav.classList.replace('drop-shadow-md', 'shadow-none')
+      nav && nav.classList.replace('dark:bg-hexo-black-gray', 'transparent')
+    } else {
+      nav && nav.classList.replace('bg-none', 'bg-white')
+      nav && nav.classList.replace('text-white', 'text-black')
+      nav && nav.classList.replace('border-transparent', 'border')
+      nav && nav.classList.replace('shadow-none', 'drop-shadow-md')
+      nav && nav.classList.replace('transparent', 'dark:bg-hexo-black-gray')
+    }
+
+    const showNav = scrollS <= windowTop || scrollS < 5 || (header && scrollS <= header.clientHeight * 2)// 非首页无大图时影藏顶部 滚动条置顶时隐藏
+    if (!showNav) {
+      nav && nav.classList.replace('top-0', '-top-20')
+      windowTop = scrollS
+    } else {
+      nav && nav.classList.replace('-top-20', 'top-0')
+      windowTop = scrollS
+    }
+    navDarkMode()
+  }, throttleMs)
+  )
 
   const navDarkMode = () => {
     const nav = document.getElementById('sticky-nav')
diff --git a/themes/matery/LayoutBase.js b/themes/matery/LayoutBase.js
index 9fcd9849..e5acdb63 100644
--- a/themes/matery/LayoutBase.js
+++ b/themes/matery/LayoutBase.js
@@ -1,5 +1,5 @@
 import CommonHead from '@/components/CommonHead'
-import { useEffect, useState } from 'react'
+import { useCallback, useEffect, useState } from 'react'
 
 import Footer from './components/Footer'
 import JumpToTopButton from './components/JumpToTopButton'
@@ -9,6 +9,7 @@ import LoadingCover from './components/LoadingCover'
 import { useGlobal } from '@/lib/global'
 import BLOG from '@/blog.config'
 import FloatDarkModeButton from './components/FloatDarkModeButton'
+import throttle from 'lodash.throttle'
 
 /**
  * 基础布局 采用左右两侧布局，移动端使用顶部导航栏
@@ -21,15 +22,15 @@ const LayoutBase = props => {
   const [show, switchShow] = useState(false)
   const { onLoading } = useGlobal()
 
-  const scrollListener = () => {
-    requestAnimationFrame(() => {
-      const scrollY = window.pageYOffset
-      const shouldShow = scrollY > 300
-      if (shouldShow !== show) {
-        switchShow(shouldShow)
-      }
-    })
-  }
+  const throttleMs = 200
+  const scrollListener = useCallback(throttle(() => {
+    const scrollY = window.pageYOffset
+    const shouldShow = scrollY > 300
+    if (shouldShow !== show) {
+      switchShow(shouldShow)
+    }
+  }, throttleMs))
+
   useEffect(() => {
     document.addEventListener('scroll', scrollListener)
     return () => document.removeEventListener('scroll', scrollListener)
diff --git a/themes/matery/LayoutSlug.js b/themes/matery/LayoutSlug.js
index 7e192e1f..12fefce4 100644
--- a/themes/matery/LayoutSlug.js
+++ b/themes/matery/LayoutSlug.js
@@ -1,4 +1,4 @@
-import React, { useEffect } from 'react'
+import React, { useCallback, useEffect } from 'react'
 import { ArticleLock } from './components/ArticleLock'
 import HeaderArticle from './components/HeaderArticle'
 import LayoutBase from './LayoutBase'
@@ -9,21 +9,21 @@ import ArticleCopyright from './components/ArticleCopyright'
 import { ArticleInfo } from './components/ArticleInfo'
 import Catalog from './components/Catalog'
 import JumpToCommentButton from './components/JumpToCommentButton'
+import throttle from 'lodash.throttle'
 
 export const LayoutSlug = props => {
   const { post, lock, validPassword } = props
 
   const [show, switchShow] = React.useState(false)
+  const throttleMs = 200
 
-  const scrollListener = () => {
-    requestAnimationFrame(() => {
-      const scrollY = window.pageYOffset
-      const shouldShow = scrollY > 220 && post?.toc?.length > 0
-      if (shouldShow !== show) {
-        switchShow(shouldShow)
-      }
-    })
-  }
+  const scrollListener = useCallback(throttle(() => {
+    const scrollY = window.pageYOffset
+    const shouldShow = scrollY > 220 && post?.toc?.length > 0
+    if (shouldShow !== show) {
+      switchShow(shouldShow)
+    }
+  }, throttleMs))
   useEffect(() => {
     document.addEventListener('scroll', scrollListener)
     return () => document.removeEventListener('scroll', scrollListener)
diff --git a/themes/matery/components/BlogPostCard.js b/themes/matery/components/BlogPostCard.js
index 18ae7c47..980141eb 100644
--- a/themes/matery/components/BlogPostCard.js
+++ b/themes/matery/components/BlogPostCard.js
@@ -5,18 +5,20 @@ import TagItemMini from './TagItemMini'
 import CONFIG_MATERY from '../config_matery'
 // import Image from 'next/image'
 
-const BlogPostCard = ({ post, showSummary, siteInfo }) => {
+const BlogPostCard = ({ index, post, showSummary, siteInfo }) => {
   const showPreview = CONFIG_MATERY.POST_LIST_PREVIEW && post.blockMap
   // matery 主题默认强制显示图片
   if (post && !post.page_cover) {
     post.page_cover = siteInfo?.pageCover
   }
   const showPageCover = CONFIG_MATERY.POST_LIST_COVER && !showPreview && post?.page_cover
+  const delay = (index % 3) * 300
   return (
       <div
           data-aos="zoom-in"
-          data-aos-duration="200"
-          data-aos-once="false"
+          data-aos-duration="500"
+          data-aos-delay={delay}
+          data-aos-once="true"
           data-aos-anchor-placement="top-bottom"
           className="w-full mb-4 h-full overflow-auto shadow-md border dark:border-black rounded-xl bg-white dark:bg-hexo-black-gray">
 
@@ -26,7 +28,8 @@ const BlogPostCard = ({ post, showSummary, siteInfo }) => {
               {/* 头部图片 填充卡片 */}
               {showPageCover && (
                   <Link href={`${BLOG.SUB_PATH}/${post.slug}`} passHref legacyBehavior>
-                      <div className="flex flex-grow w-full relative duration-200 bg-black rounded-t-md  cursor-pointer transform overflow-hidden">
+                      <div
+                      className="flex flex-grow w-full relative duration-200 bg-black rounded-t-md  cursor-pointer transform overflow-hidden">
                           {/* eslint-disable-next-line @next/next/no-img-element */}
                           <img
                               src={post?.page_cover}
diff --git a/themes/matery/components/BlogPostListPage.js b/themes/matery/components/BlogPostListPage.js
index 2a458aea..2b716581 100644
--- a/themes/matery/components/BlogPostListPage.js
+++ b/themes/matery/components/BlogPostListPage.js
@@ -23,7 +23,7 @@ const BlogPostListPage = ({ page = 1, posts = [], postCount, siteInfo }) => {
         {/* 文章列表 */}
         <div className="px-4 pt-4 xl:columns-3 md:columns-2 pb-24" >
           {posts.map(post => (
-            <BlogPostCard key={post.id} post={post} siteInfo={siteInfo} />
+            <BlogPostCard index={posts.indexOf(post)} key={post.id} post={post} siteInfo={siteInfo} />
           ))}
         </div>
         {showPagination && <PaginationSimple page={page} totalPage={totalPage} />}
diff --git a/themes/matery/components/BlogPostListScroll.js b/themes/matery/components/BlogPostListScroll.js
index 2a611e98..33c5b577 100644
--- a/themes/matery/components/BlogPostListScroll.js
+++ b/themes/matery/components/BlogPostListScroll.js
@@ -2,9 +2,10 @@ import BLOG from '@/blog.config'
 import BlogPostCard from './BlogPostCard'
 import BlogPostListEmpty from './BlogPostListEmpty'
 import { useGlobal } from '@/lib/global'
-import React from 'react'
+import React, { useCallback } from 'react'
 import CONFIG_MATERY from '../config_matery'
 import { getListByPage } from '@/lib/utils'
+import throttle from 'lodash.throttle'
 
 /**
  * 博客列表滚动分页
@@ -29,8 +30,8 @@ const BlogPostListScroll = ({ posts = [], currentSearch, showSummary = CONFIG_MA
     updatePage(page + 1)
   }
 
-  // 监听滚动自动分页加载
-  const scrollTrigger = () => {
+  const throttleMs = 200
+  const scrollTrigger = useCallback(throttle(() => {
     requestAnimationFrame(() => {
       const scrollS = window.scrollY + window.outerHeight
       const clientHeight = targetRef ? (targetRef.current ? (targetRef.current.clientHeight) : 0) : 0
@@ -38,14 +39,13 @@ const BlogPostListScroll = ({ posts = [], currentSearch, showSummary = CONFIG_MA
         handleGetMore()
       }
     })
-  }
-
+  }, throttleMs))
   // 监听滚动
   React.useEffect(() => {
-    // window.addEventListener('scroll', scrollTrigger)
-    // return () => {
-    //   window.removeEventListener('scroll', scrollTrigger)
-    // }
+    window.addEventListener('scroll', scrollTrigger)
+    return () => {
+      window.removeEventListener('scroll', scrollTrigger)
+    }
   })
 
   const targetRef = React.useRef(null)
@@ -59,7 +59,7 @@ const BlogPostListScroll = ({ posts = [], currentSearch, showSummary = CONFIG_MA
       {/* 文章列表 */}
       <div className='flex flex-wrap space-y-1 lg:space-y-4 px-2'>
         {postsToShow.map(post => (
-          <BlogPostCard key={post.id} post={post} showSummary={showSummary} siteInfo={siteInfo}/>
+          <BlogPostCard index={posts.indexOf(post)} key={post.id} post={post} showSummary={showSummary} siteInfo={siteInfo}/>
         ))}
       </div>
 
diff --git a/themes/matery/components/Header.js b/themes/matery/components/Header.js
index d230b0ba..454e5249 100644
--- a/themes/matery/components/Header.js
+++ b/themes/matery/components/Header.js
@@ -1,12 +1,14 @@
 // import Image from 'next/image'
-import { useEffect, useState } from 'react'
+import { useCallback, useEffect, useState } from 'react'
 import Typed from 'typed.js'
 import CONFIG_MATERY from '../config_matery'
+import throttle from 'lodash.throttle'
 
 let wrapperTop = 0
 let windowTop = 0
 let autoScroll = false
 const enableAutoScroll = false // 是否开启自动吸附滚动
+const throttleMs = 200
 
 /**
  *
@@ -53,29 +55,27 @@ const Header = props => {
      * 吸附滚动，移动端关闭
      * @returns
      */
-  const scrollTrigger = () => {
-    requestAnimationFrame(() => {
-      if (screen.width <= 768) {
-        return
-      }
+  const scrollTrigger = useCallback(throttle(() => {
+    if (screen.width <= 768) {
+      return
+    }
 
-      const scrollS = window.scrollY
+    const scrollS = window.scrollY
 
-      // 自动滚动
-      if ((scrollS > windowTop) & (scrollS < window.innerHeight) && !autoScroll
-      ) {
-        autoScroll = true
-        window.scrollTo({ top: wrapperTop, behavior: 'smooth' })
-        setTimeout(autoScrollEnd, 500)
-      }
-      if ((scrollS < windowTop) && (scrollS < window.innerHeight) && !autoScroll) {
-        autoScroll = true
-        window.scrollTo({ top: 0, behavior: 'smooth' })
-        setTimeout(autoScrollEnd, 500)
-      }
-      windowTop = scrollS
-    })
-  }
+    // 自动滚动
+    if ((scrollS > windowTop) & (scrollS < window.innerHeight) && !autoScroll
+    ) {
+      autoScroll = true
+      window.scrollTo({ top: wrapperTop, behavior: 'smooth' })
+      setTimeout(autoScrollEnd, 500)
+    }
+    if ((scrollS < windowTop) && (scrollS < window.innerHeight) && !autoScroll) {
+      autoScroll = true
+      window.scrollTo({ top: 0, behavior: 'smooth' })
+      setTimeout(autoScrollEnd, 500)
+    }
+    windowTop = scrollS
+  }, throttleMs))
 
   function updateHeaderHeight() {
     requestAnimationFrame(() => {
diff --git a/themes/matery/components/TopNav.js b/themes/matery/components/TopNav.js
index 73086b76..1aa58db6 100644
--- a/themes/matery/components/TopNav.js
+++ b/themes/matery/components/TopNav.js
@@ -1,6 +1,6 @@
 import { useGlobal } from '@/lib/global'
 import Link from 'next/link'
-import { useEffect, useRef, useState } from 'react'
+import { useCallback, useEffect, useRef, useState } from 'react'
 import CategoryGroup from './CategoryGroup'
 import Logo from './Logo'
 import SearchDrawer from './SearchDrawer'
@@ -8,6 +8,7 @@ import TagGroups from './TagGroups'
 import MenuButtonGroupTop from './MenuButtonGroupTop'
 import SideBarDrawer from '@/components/SideBarDrawer'
 import SideBar from './SideBar'
+import throttle from 'lodash.throttle'
 
 let windowTop = 0
 
@@ -21,8 +22,8 @@ const TopNav = props => {
   const { locale } = useGlobal()
   const searchDrawer = useRef()
   const { isDarkMode } = useGlobal()
-
-  const scrollTrigger = () => {
+  const throttleMs = 200
+  const scrollTrigger = useCallback(throttle(() => {
     requestAnimationFrame(() => {
       const scrollS = window.scrollY
       const nav = document.querySelector('#sticky-nav')
@@ -52,7 +53,7 @@ const TopNav = props => {
       }
       navDarkMode()
     })
-  }
+  }, throttleMs))
 
   const navDarkMode = () => {
     const nav = document.getElementById('sticky-nav')
diff --git a/themes/simple/components/ArticleInfo.js b/themes/simple/components/ArticleInfo.js
index 5a52750c..4dc2912c 100644
--- a/themes/simple/components/ArticleInfo.js
+++ b/themes/simple/components/ArticleInfo.js
@@ -23,8 +23,8 @@ export const ArticleInfo = (props) => {
                     <div className="mb-4 text-sm text-gray-700 dark:text-gray-300">
                         <span> <i className="fa-regular fa-user"></i> <a href={CONFIG_SIMPLE.AUTHOR_LINK}>{BLOG.AUTHOR}</a></span>
                         <span> - <i className="fa-regular fa-clock"></i> {post.date?.start_date || post.createdTime}</span>
-                        {post.category && <span> - <i className="fa-regular fa-folder"></i> <a href="#" className="hover:text-red-400 transition-all duration-200">{post.category}</a></span>}
-                        {post.tags && post.tags?.length > 0 && post.tags.map(t => <span key={t}> / <Link href={`tag/${t}`}><span className=' hover:text-red-400 transition-all duration-200'>{t}</span></Link></span>)}
+                        {post.category && <span> - <i className="fa-regular fa-folder"></i> <a href={`/category/${post.category}`} className="hover:text-red-400 transition-all duration-200">{post.category}</a></span>}
+                        {post.tags && post.tags?.length > 0 && post.tags.map(t => <span key={t}> / <Link href={`/tag/${t}`}><span className=' hover:text-red-400 transition-all duration-200'>{t}</span></Link></span>)}
                     </div>
                 </>)}