diff --git a/frontend_nuxt/components/TimelineCommentGroup.vue b/frontend_nuxt/components/TimelineCommentGroup.vue
index 89ce08b02..c7b1cd2f7 100644
--- a/frontend_nuxt/components/TimelineCommentGroup.vue
+++ b/frontend_nuxt/components/TimelineCommentGroup.vue
@@ -9,23 +9,6 @@
         <div class="comment-content-item-main">
           <comment-one class="comment-content-item-icon" />
           <div class="comment-content-item-text">
-            <span class="comment-content-item-prefix">
-              在
-              <NuxtLink :to="`/posts/${entry.comment.post.id}`" class="timeline-link">
-                {{ entry.comment.post.title }}
-              </NuxtLink>
-              <template v-if="entry.comment.parentComment">
-                下对
-                <NuxtLink
-                  :to="`/posts/${entry.comment.post.id}#comment-${entry.comment.parentComment.id}`"
-                  class="timeline-link"
-                >
-                  {{ parentSnippet(entry) }}
-                </NuxtLink>
-                回复了
-              </template>
-              <template v-else> 下评论了 </template>
-            </span>
             <NuxtLink
               :to="`/posts/${entry.comment.post.id}#comment-${entry.comment.id}`"
               class="timeline-comment-link"
@@ -65,7 +48,7 @@ const entries = computed(() => {
   return []
 })
 
-const formattedDate = computed(() => TimeManager.format(props.item.createdAt))
+const formattedDate = computed(() => TimeManager.formatWithDay(props.item.createdAt))
 
 const hasReplies = computed(() => entries.value.some((entry) => !!entry.comment.parentComment))
 const hasComments = computed(() => entries.value.some((entry) => !entry.comment.parentComment))
@@ -93,9 +76,8 @@ const parentSnippet = (entry) =>
   display: flex;
   flex-direction: column;
   gap: 12px;
-  padding: 10px 12px;
-  border-radius: 10px;
-  background: var(--timeline-card-background, transparent);
+  padding-top: 5px;
+  padding-bottom: 20px;
 }
 
 .timeline-header {
@@ -112,20 +94,20 @@ const parentSnippet = (entry) =>
 .timeline-date {
   font-size: 12px;
   color: var(--timeline-date-color, #888);
+  white-space: nowrap;
 }
 
 .comment-content {
   display: flex;
   flex-direction: column;
-  gap: 16px;
+  gap: 3px;
 }
 
 .comment-content-item {
   display: flex;
-  flex-direction: column;
+  flex-direction: row;
+  justify-content: space-between;
   gap: 6px;
-  padding-bottom: 6px;
-  border-bottom: 1px solid var(--comment-item-border, rgba(0, 0, 0, 0.05));
 }
 
 .comment-content-item:last-child {
@@ -160,11 +142,11 @@ const parentSnippet = (entry) =>
 .timeline-comment-link {
   font-size: 14px;
   color: var(--link-color);
-  text-decoration: none;
+  text-decoration: underline;
 }
 
 .timeline-comment-link:hover {
-  text-decoration: underline;
+  color: var(--primary-color);
 }
 
 .timeline-link {
diff --git a/frontend_nuxt/components/TimelinePostItem.vue b/frontend_nuxt/components/TimelinePostItem.vue
index ae6f92045..77dc6c69c 100644
--- a/frontend_nuxt/components/TimelinePostItem.vue
+++ b/frontend_nuxt/components/TimelinePostItem.vue
@@ -13,11 +13,7 @@
       </div>
       <div class="article-meta" v-if="hasMeta">
         <ArticleCategory v-if="item.post?.category" :category="item.post.category" />
-        <div class="article-tags" v-if="(item.post?.tags?.length ?? 0) > 0">
-          <span class="article-tag" v-for="tag in item.post?.tags" :key="tag.id || tag.name">
-            #{{ tag.name }}
-          </span>
-        </div>
+        <ArticleTags :tags="item.post?.tags" />
         <div class="article-comment-count" v-if="item.post?.commentCount !== undefined">
           <comment-one class="article-comment-count-icon" />
           <span>{{ item.post?.commentCount }}</span>
@@ -29,7 +25,6 @@
 
 <script setup>
 import { computed } from 'vue'
-import ArticleCategory from '~/components/ArticleCategory.vue'
 import { stripMarkdown } from '~/utils/markdown'
 import TimeManager from '~/utils/time'
 
@@ -58,8 +53,8 @@ const hasMeta = computed(() => {
 .timeline-container {
   display: flex;
   flex-direction: column;
+  padding-top: 5px;
   gap: 12px;
-  padding: 10px 12px;
   border-radius: 10px;
   background: var(--timeline-card-background, transparent);
 }
@@ -83,6 +78,9 @@ const hasMeta = computed(() => {
 .article-container {
   display: flex;
   flex-direction: column;
+  border: 1px solid var(--normal-border-color);
+  border-radius: 10px;
+  padding: 10px;
   gap: 6px;
 }
 
diff --git a/frontend_nuxt/pages/users/[id].vue b/frontend_nuxt/pages/users/[id].vue
index 1258f8fb6..3bb503924 100644
--- a/frontend_nuxt/pages/users/[id].vue
+++ b/frontend_nuxt/pages/users/[id].vue
@@ -212,13 +212,6 @@
             <div class="timeline-list">
               <BaseTimeline :items="filteredTimelineItems">
                 <template #item="{ item }">
-                  <!-- <template v-if="item.type === 'post'">
-                    发布了文章
-                    <NuxtLink :to="`/posts/${item.post.id}`" class="timeline-link">
-                      {{ item.post.title }}
-                    </NuxtLink>
-                    <div class="timeline-date">{{ formatDate(item.createdAt) }}</div>
-                  </template> -->
                   <template v-if="item.type === 'post'">
                     <TimelinePostItem :item="item" />
                   </template>
@@ -229,13 +222,17 @@
                     <TimelineCommentGroup :item="item" />
                   </template>
                   <template v-else-if="item.type === 'tag'">
-                    创建了标签
-                    <span class="timeline-link" @click="gotoTag(item.tag)">
+                    <div class="tags-container">
+                      <div class="timeline-tag-title">创建了标签</div>
+                      <!-- <span class="timeline-link" @click="gotoTag(item.tag)">
                       {{ item.tag.name }}<span v-if="item.tag.count"> x{{ item.tag.count }}</span>
                     </span>
                     <div class="timeline-snippet" v-if="item.tag.description">
                       {{ item.tag.description }}
                     </div>
+                    <div class="timeline-date">{{ formatDate(item.createdAt) }}</div> -->
+                      <ArticleTags :tags="[item.tag]" />
+                    </div>
                     <div class="timeline-date">{{ formatDate(item.createdAt) }}</div>
                   </template>
                 </template>
@@ -979,9 +976,16 @@ watch(selectedTab, async (val) => {
   justify-content: space-between;
 }
 
-.timeline-title {
-  font-size: 18px;
-  font-weight: bold;
+.tags-container {
+  display: flex;
+  flex-direction: row;
+  gap: 10px;
+  padding-top: 5px;
+}
+
+.timeline-tag-title {
+  font-size: 16px;
+  font-weight: 600;
 }
 
 .comment-content {
diff --git a/frontend_nuxt/utils/time.js b/frontend_nuxt/utils/time.js
index 3257e7fac..e9b5127c2 100644
--- a/frontend_nuxt/utils/time.js
+++ b/frontend_nuxt/utils/time.js
@@ -40,4 +40,33 @@ export default class TimeManager {
 
     return `${date.getFullYear()}.${month}.${day} ${timePart}`
   }
+
+  // 仅显示日期（不含时间）
+  static formatWithDay(input) {
+    const date = new Date(input)
+    if (Number.isNaN(date.getTime())) return ''
+
+    const now = new Date()
+
+    const startOfToday = new Date(now.getFullYear(), now.getMonth(), now.getDate())
+    const startOfDate = new Date(date.getFullYear(), date.getMonth(), date.getDate())
+    const diffDays = Math.floor((startOfToday - startOfDate) / 86400000)
+
+    if (diffDays === 0) return '今天'
+    if (diffDays === 1) return '昨天'
+    if (diffDays === 2) return '前天'
+
+    const month = date.getMonth() + 1
+    const day = date.getDate()
+
+    if (date.getFullYear() === now.getFullYear()) {
+      return `${month}.${day}`
+    }
+
+    if (date.getFullYear() === now.getFullYear() - 1) {
+      return `去年 ${month}.${day}`
+    }
+
+    return `${date.getFullYear()}.${month}.${day}`
+  }
 }