diff --git a/themes/magzine/components/CategoryItem.js b/themes/magzine/components/CategoryItem.js
index 44fd3845..f4cff30b 100644
--- a/themes/magzine/components/CategoryItem.js
+++ b/themes/magzine/components/CategoryItem.js
@@ -7,9 +7,9 @@ export default function CategoryItem({ selected, category, categoryCount }) {
       passHref
       className={
         (selected
-          ? ' bg-gray-600 text-white '
+          ? 'bg-gray-600 text-white '
           : 'dark:text-gray-400 text-gray-900 ') +
-        'text-sm hover:underline flex text-md items-center duration-300 cursor-pointer py-1 whitespace-nowrap'
+        'text-sm font-semibold hover:underline flex text-md items-center duration-300 cursor-pointer py-1 whitespace-nowrap'
       }>
       <div>
         {category} {categoryCount && `(${categoryCount})`}
diff --git a/themes/magzine/components/PostGroupLatest.js b/themes/magzine/components/PostGroupLatest.js
index 8731e7d6..55909552 100644
--- a/themes/magzine/components/PostGroupLatest.js
+++ b/themes/magzine/components/PostGroupLatest.js
@@ -12,7 +12,7 @@ import { useRouter } from 'next/router'
  * @constructor
  */
 const PostGroupLatest = props => {
-  const { latestPosts } = props
+  const { latestPosts, vertical } = props
   // 获取当前路径
   const currentPath = useRouter().asPath
   const { locale, siteInfo } = useGlobal()
@@ -23,12 +23,12 @@ const PostGroupLatest = props => {
   return (
     <>
       {/* 标题 */}
-      <div className=' mb-2 px-1 flex flex-nowrap justify-between'>
+      <div className='mb-2 px-1 flex flex-nowrap justify-between'>
         <div className='font-bold text-lg'>{locale.COMMON.LATEST_POSTS}</div>
       </div>
 
       {/* 文章列表 */}
-      <div className='grid grid-cols-1 lg:grid-cols-4'>
+      <div className={`grid grid-cols-1 ${!vertical ? 'lg:grid-cols-4' : ''}`}>
         {latestPosts.map(post => {
           const selected =
             currentPath === `${siteConfig('SUB_PATH', '')}/${post.slug}`
diff --git a/themes/magzine/components/PostItemCard.js b/themes/magzine/components/PostItemCard.js
index f25874d3..ae77cfcb 100644
--- a/themes/magzine/components/PostItemCard.js
+++ b/themes/magzine/components/PostItemCard.js
@@ -2,6 +2,7 @@ import LazyImage from '@/components/LazyImage'
 import NotionIcon from '@/components/NotionIcon'
 import { siteConfig } from '@/lib/config'
 import { useGlobal } from '@/lib/global'
+import { formatDateFmt } from '@/lib/utils/formatDate'
 import Link from 'next/link'
 import CategoryItem from './CategoryItem'
 
@@ -14,19 +15,19 @@ const PostItemCard = ({ post }) => {
   const cover = post?.pageCoverThumbnail || siteInfo?.pageCover
   return (
     <div key={post.id} className='mb-6 max-w-screen-2xl'>
-      <div className='flex flex-col'>
+      <div className='flex flex-col space-y-3'>
         {siteConfig('MAGZINE_POST_LIST_COVER') && (
           <Link
             href={post?.href}
             passHref
             className={
-              'cursor-pointer  hover:underline leading-tight text-gray-700 dark:text-gray-300 hover:text-gray-500 dark:hover:text-gray-400'
+              'cursor-pointer hover:underline leading-tight text-gray-700 dark:text-gray-300 hover:text-gray-500 dark:hover:text-gray-400'
             }>
             <div className='w-full h-40 aspect-video overflow-hidden mb-2'>
               <LazyImage
                 src={cover}
                 style={cover ? {} : { height: '0px' }}
-                className='w-full h-40 aspect-video object-cover hover:scale-125 duration-150'
+                className='w-full h-40 aspect-video object-cover'
               />
             </div>
           </Link>
@@ -39,7 +40,7 @@ const PostItemCard = ({ post }) => {
           href={post?.href}
           passHref
           className={
-            'text-lg cursor-pointer hover:underline leading-tight text-gray-700 dark:text-gray-300 hover:text-gray-500 dark:hover:text-gray-400'
+            'text-xl cursor-pointer hover:underline leading-tight text-gray-700 dark:text-gray-300 hover:text-gray-500 dark:hover:text-gray-400'
           }>
           <h2>
             {siteConfig('POST_TITLE_ICON') && (
@@ -49,7 +50,9 @@ const PostItemCard = ({ post }) => {
           </h2>
         </Link>
 
-        <div className='text-sm py-1'>{post.date?.start_date}</div>
+        <div className='text-sm'>
+          {formatDateFmt(post.publishDate, 'yyyy-MM')}
+        </div>
       </div>
     </div>
   )
diff --git a/themes/magzine/components/PostItemCardSimple.js b/themes/magzine/components/PostItemCardSimple.js
index 3cf8a1ec..36fa00b9 100644
--- a/themes/magzine/components/PostItemCardSimple.js
+++ b/themes/magzine/components/PostItemCardSimple.js
@@ -1,6 +1,5 @@
 import NotionIcon from '@/components/NotionIcon'
 import { siteConfig } from '@/lib/config'
-import { useGlobal } from '@/lib/global'
 import Link from 'next/link'
 import CategoryItem from './CategoryItem'
 
@@ -10,12 +9,10 @@ import CategoryItem from './CategoryItem'
  * @returns
  */
 const PostItemCardSimple = ({ post, showSummary }) => {
-  const showPreview = siteConfig('MAGZINE_POST_LIST_PREVIEW') && post.blockMap
-  const { locale } = useGlobal()
   return (
     <div
       key={post.id}
-      className='lg:mb-6 max-w-screen-2xl border-t mr-8 py-2 gap-y-4 flex flex-col dark:border-gray-800 '>
+      className='lg:mb-6 max-w-screen-2xl border-t border-gray-300 mr-8 py-2 gap-y-3 flex flex-col dark:border-gray-800 '>
       <div className='flex mr-2 items-center'>
         {siteConfig('MAGZINE_POST_LIST_CATEGORY') && (
           <CategoryItem category={post.category} />
@@ -35,7 +32,7 @@ const PostItemCardSimple = ({ post, showSummary }) => {
         </h2>
       </Link>
 
-      <div className='text-sm py-2 text-gray-700'>{post.date?.start_date}</div>
+      <div className='text-sm text-gray-700'>{post.date?.start_date}</div>
     </div>
   )
 }
diff --git a/themes/magzine/components/PostListHorizontal.js b/themes/magzine/components/PostListHorizontal.js
index 5318cf3e..640c733a 100644
--- a/themes/magzine/components/PostListHorizontal.js
+++ b/themes/magzine/components/PostListHorizontal.js
@@ -1,6 +1,7 @@
 import Link from 'next/link'
 import PostItemCard from './PostItemCard'
 import PostListEmpty from './PostListEmpty'
+import Swiper from './Swiper'
 
 /**
  * 博文水平列表
@@ -15,22 +16,34 @@ const PostListHorizontal = ({ title, href, posts, hasBg }) => {
   }
 
   return (
-    <div className={`w-full py-10 px-2 lg:px-0 ${hasBg ? 'bg-[#F6F6F1] dark:bg-black' : ''}`}>
+    <div
+      className={`w-full py-10 px-2 lg:px-0 ${hasBg ? 'bg-[#F6F6F1] dark:bg-black' : ''}`}>
       <div className='max-w-screen-2xl w-full mx-auto'>
         {/* 标题 */}
         <div className='flex justify-between items-center py-6'>
           <h3 className='text-2xl'>{title}</h3>
-          <Link className='text-lg underline' href={href}>
-            <span>查看全部</span>
-            <i className='ml-2 fas fa-arrow-right' />
-          </Link>
+          {href && (
+            <Link className='hidden lg:block text-lg underline' href={href}>
+              <span>查看全部</span>
+              <i className='ml-2 fas fa-arrow-right' />
+            </Link>
+          )}
         </div>
         {/* 列表 */}
-        <ul className='grid grid-cols-1 lg:grid-cols-4 gap-4'>
+        <ul className='hidden lg:grid grid-cols-1 lg:grid-cols-4 gap-4'>
           {posts?.map((p, index) => {
             return <PostItemCard key={index} post={p} />
           })}
         </ul>
+        <div className='block lg:hidden px-2'>
+          <Swiper posts={posts} />
+          {href && (
+            <Link className='lg:hidden block text-lg underline' href={href}>
+              <span>查看全部</span>
+              <i className='ml-2 fas fa-arrow-right' />
+            </Link>
+          )}
+        </div>
       </div>
     </div>
   )
diff --git a/themes/magzine/components/PostListRecommend.js b/themes/magzine/components/PostListRecommend.js
index 04a4f811..0ee0208e 100644
--- a/themes/magzine/components/PostListRecommend.js
+++ b/themes/magzine/components/PostListRecommend.js
@@ -1,6 +1,7 @@
 import { siteConfig } from '@/lib/config'
 import PostItemCard from './PostItemCard'
 import PostListEmpty from './PostListEmpty'
+import Swiper from './Swiper'
 
 /**
  * 博文水平列表
@@ -25,11 +26,14 @@ const PostListRecommend = ({ latestPosts, allNavPages }) => {
           <h3 className='text-4xl font-bold'>{title}</h3>
         </div>
         {/* 列表 */}
-        <ul className='flex flex-col lg:flex-row gap-4 lg:overflow-x-scroll'>
-          {recommendPosts?.map(p => {
-            return <PostItemCard key={p.id} post={p} />
+        <ul className='hidden lg:grid grid-cols-1 lg:grid-cols-4 gap-4'>
+          {recommendPosts?.map((p, index) => {
+            return <PostItemCard key={index} post={p} />
           })}
         </ul>
+        <div className='block lg:hidden px-2'>
+          <Swiper posts={recommendPosts} />
+        </div>
       </div>
     </div>
   )
diff --git a/themes/magzine/components/Swiper.js b/themes/magzine/components/Swiper.js
new file mode 100644
index 00000000..ac5decde
--- /dev/null
+++ b/themes/magzine/components/Swiper.js
@@ -0,0 +1,137 @@
+import { useRef, useState } from 'react'
+import PostItemCard from './PostItemCard'
+
+const Swiper = ({ posts }) => {
+  const [currentIndex, setCurrentIndex] = useState(0)
+  const containerRef = useRef(null)
+
+  // 用于记录触摸开始和结束的水平位置
+  const touchStartPos = useRef({ x: 0, y: 0 })
+  const touchEndPos = useRef({ x: 0, y: 0 })
+  const isHorizontalSwipe = useRef(false)
+
+  const handleTouchStart = e => {
+    // 记录初始触摸位置
+    touchStartPos.current = {
+      x: e.touches[0].clientX,
+      y: e.touches[0].clientY
+    }
+    isHorizontalSwipe.current = false // 重置滑动方向标志
+  }
+
+  const handleTouchMove = e => {
+    const touch = e.touches[0]
+    const deltaX = touch.clientX - touchStartPos.current.x
+    const deltaY = touch.clientY - touchStartPos.current.y
+
+    // 判断是否为水平滑动（避免垂直滑动干扰）
+    if (!isHorizontalSwipe.current) {
+      isHorizontalSwipe.current = Math.abs(deltaX) > Math.abs(deltaY)
+    }
+
+    // 如果是水平滑动，阻止垂直滚动
+    if (isHorizontalSwipe.current) {
+      e.preventDefault() // 阻止垂直方向的默认滚动行为
+    }
+  }
+
+  const handleTouchEnd = e => {
+    if (isHorizontalSwipe.current) {
+      // 记录触摸结束位置
+      touchEndPos.current = {
+        x: e.changedTouches[0].clientX,
+        y: e.changedTouches[0].clientY
+      }
+
+      // 计算滑动距离
+      const deltaX = touchEndPos.current.x - touchStartPos.current.x
+
+      // 如果滑动距离足够大，则决定滑动到下一张或上一张卡片
+      const swipeThreshold = 50 // 设置滑动的阈值
+      if (deltaX > swipeThreshold) {
+        goToPrevious() // 向右滑动，上一张
+      } else if (deltaX < -swipeThreshold) {
+        goToNext() // 向左滑动，下一张
+      } else {
+        // 滑动距离不够，回到当前卡片
+        scrollToCard(currentIndex)
+      }
+    }
+  }
+
+  const goToPrevious = () => {
+    const newIndex = currentIndex === 0 ? posts.length - 1 : currentIndex - 1
+    setCurrentIndex(newIndex)
+    scrollToCard(newIndex)
+  }
+
+  const goToNext = () => {
+    const newIndex = currentIndex === posts.length - 1 ? 0 : currentIndex + 1
+    setCurrentIndex(newIndex)
+    scrollToCard(newIndex)
+  }
+
+  const scrollToCard = index => {
+    const container = containerRef.current
+    if (!container) return
+
+    const cardWidth = container.scrollWidth / posts.length
+    container.scrollTo({
+      left: index * cardWidth,
+      behavior: 'smooth'
+    })
+  }
+
+  const handleIndicatorClick = index => {
+    setCurrentIndex(index)
+    scrollToCard(index)
+  }
+
+  return (
+    <div className='relative w-full mx-auto'>
+      {/* 左侧点击区域 */}
+      <div
+        className='absolute inset-y-0 left-0 w-1/5 z-10'
+        onClick={goToPrevious}></div>
+
+      {/* 右侧点击区域 */}
+      <div
+        className='absolute inset-y-0 right-0 w-1/5 z-10'
+        onClick={goToNext}></div>
+
+      {/* Swiper Container */}
+      <div
+        ref={containerRef}
+        className='relative w-full overflow-x-scroll scroll-smooth py-4'
+        onTouchStart={handleTouchStart}
+        onTouchMove={handleTouchMove}
+        onTouchEnd={handleTouchEnd}
+        style={{ WebkitOverflowScrolling: 'touch' }} // iOS自然滚动支持
+      >
+        <div className='flex gap-x-4'>
+          {posts.map((item, index) => (
+            <div key={index} className='w-5/6 flex-shrink-0'>
+              <PostItemCard key={index} post={item} />
+            </div>
+          ))}
+        </div>
+      </div>
+
+      {/* Indicator Dots */}
+      <div className='absolute bottom-0 left-0 right-0 flex justify-center space-x-2'>
+        {posts.map((_, index) => (
+          <button
+            key={index}
+            onClick={() => handleIndicatorClick(index)}
+            className={`w-3 h-3 rounded-full ${
+              currentIndex === index
+                ? 'bg-black dark:bg-white'
+                : 'bg-gray-300 dark:bg-gray-700'
+            }`}></button>
+        ))}
+      </div>
+    </div>
+  )
+}
+
+export default Swiper
diff --git a/themes/magzine/index.js b/themes/magzine/index.js
index 387ef437..d8b9c3b5 100644
--- a/themes/magzine/index.js
+++ b/themes/magzine/index.js
@@ -178,7 +178,7 @@ const LayoutSlug = props => {
 
             {/* 文章区块分为三列 */}
             <div className='grid grid-cols-1 lg:grid-cols-5 gap-8 py-12'>
-              <div className='h-full lg:col-span-1 hidden lg:contents'>
+              <div className='h-full lg:col-span-1 hidden lg:block'>
                 <Catalog toc={post?.toc} className='sticky top-20' />
               </div>
 
@@ -231,7 +231,7 @@ const LayoutSlug = props => {
 
                 {/* 最新文章区块 */}
                 <div>
-                  <PostGroupLatest {...props} />
+                  <PostGroupLatest {...props} vertical={true} />
                 </div>
 
                 {/* 文章分类区块 */}