diff --git a/components/CommentItem/CommentItem.vue b/components/CommentItem/CommentItem.vue
index 3729b83..01fb156 100644
--- a/components/CommentItem/CommentItem.vue
+++ b/components/CommentItem/CommentItem.vue
@@ -1,5 +1,9 @@
 <template>
-  <view class="comment-item">
+  <view
+    class="comment-item"
+    :id="`comment-${localComment.id}`"
+    :class="{ 'comment-item--anchored': localComment.id === props.activeAnchorId }"
+  >
     <image class="c-avatar" :src="localComment.avatar" mode="aspectFill" />
     <view class="c-content-wrap">
       <view class="c-header">
@@ -45,6 +49,8 @@
           v-for="reply in localComment.replies"
           :key="reply.id"
           class="reply-item"
+          :id="`reply-${reply.id}`"
+          :class="{ 'reply-item--anchored': reply.id === props.activeAnchorId }"
         >
           <image class="reply-avatar" :src="reply.avatar" mode="aspectFill" />
           <view class="reply-main">
@@ -104,6 +110,10 @@ const props = defineProps({
   pageName: {
     type: String,
     default: 'rating_detail'
+  },
+  activeAnchorId: {
+    type: String,
+    default: ''
   }
 });
 
@@ -256,13 +266,21 @@ const handleLike = async (target = null) => {
   display: flex;
   padding: 32rpx 0;
   position: relative;
-  transition: background-color 0.2s;
+  transition: background-color 0.2s, transform 0.2s;
 }
 
 .comment-item:active {
   background-color: #fafbfe;
 }
 
+.comment-item--anchored {
+  margin: 0 -16rpx;
+  padding: 32rpx 16rpx;
+  border-radius: 24rpx;
+  background: linear-gradient(135deg, rgba(92, 67, 245, 0.1), rgba(92, 67, 245, 0.04));
+  transform: translateY(-2rpx);
+}
+
 .comment-item::after {
   content: '';
   position: absolute;
@@ -427,6 +445,13 @@ const handleLike = async (target = null) => {
   display: flex;
   gap: 16rpx;
   padding-bottom: 18rpx;
+  border-radius: 20rpx;
+  transition: background-color 0.2s, padding 0.2s;
+}
+
+.reply-item--anchored {
+  padding: 16rpx 14rpx 18rpx;
+  background: rgba(92, 67, 245, 0.08);
 }
 
 .reply-avatar {
diff --git a/components/CommentSection/CommentSection.vue b/components/CommentSection/CommentSection.vue
index 7cf8222..9850557 100644
--- a/components/CommentSection/CommentSection.vue
+++ b/components/CommentSection/CommentSection.vue
@@ -79,6 +79,7 @@
         :comment="comment"
         :like-handler="likeHandler"
         :page-name="pageName"
+        :active-anchor-id="activeAnchorId"
         @need-login="emitNeedLogin"
         @like-change="handleCommentLikeChange"
         @reply="openReplyPopup"
@@ -331,8 +332,10 @@ const replyPopupVisible = ref(false);
 const replyInputFocus = ref(false);
 const replyContent = ref("");
 const replyKeyboardHeight = ref(0);
+const activeAnchorId = ref("");
 
 let keyboardHeightListener = null;
+let anchorHighlightTimer = null;
 
 const isLoggedIn = computed(() => !!userStore.token || !!userStore.userInfo?.nickName);
 const replyPlaceholder = computed(() => {
@@ -433,6 +436,98 @@ const loadMoreComments = async () => {
   await loadComments();
 };
 
+const getCommentById = (commentId) => {
+  return comments.value.find((item) => item.id === commentId) || null;
+};
+
+const getLoadedAnchorTarget = (targetCommentId) => {
+  for (const comment of comments.value) {
+    if (String(comment.id) === String(targetCommentId)) {
+      return { type: "comment", id: comment.id };
+    }
+    const reply = (comment.replies || []).find((item) => String(item.id) === String(targetCommentId));
+    if (reply) {
+      return { type: "reply", id: reply.id, parentId: comment.id };
+    }
+  }
+  return null;
+};
+
+const markAnchorActive = (targetCommentId) => {
+  if (!targetCommentId) return;
+  activeAnchorId.value = String(targetCommentId);
+  if (anchorHighlightTimer) {
+    clearTimeout(anchorHighlightTimer);
+  }
+  anchorHighlightTimer = setTimeout(() => {
+    activeAnchorId.value = "";
+    anchorHighlightTimer = null;
+  }, 2200);
+};
+
+const scrollToAnchorNode = async (target) => {
+  if (!target?.id) return false;
+  markAnchorActive(target.id);
+  await nextTick();
+
+  return await new Promise((resolve) => {
+    uni.pageScrollTo({
+      selector: `#${target.type === "reply" ? "reply" : "comment"}-${target.id}`,
+      offsetTop: 108,
+      duration: 300,
+      success: () => resolve(true),
+      fail: () => resolve(false),
+    });
+  });
+};
+
+const ensureRepliesContainTarget = async (commentId, targetCommentId) => {
+  let currentComment = getCommentById(commentId);
+  if (!currentComment?.replyCount) return null;
+
+  if (!currentComment.repliesLoaded) {
+    await loadReplies(currentComment, 1);
+    currentComment = getCommentById(commentId);
+    const loadedTarget = getLoadedAnchorTarget(targetCommentId);
+    if (loadedTarget) return loadedTarget;
+  }
+
+  while (currentComment?.repliesHasMore) {
+    await loadReplies(currentComment, Number(currentComment.repliesPage || 1) + 1);
+    currentComment = getCommentById(commentId);
+    const loadedTarget = getLoadedAnchorTarget(targetCommentId);
+    if (loadedTarget) return loadedTarget;
+  }
+
+  return getLoadedAnchorTarget(targetCommentId);
+};
+
+const scrollToComment = async (targetCommentId) => {
+  if (!targetCommentId || !props.requestKey || !props.visible) return false;
+
+  let matchedTarget = getLoadedAnchorTarget(targetCommentId);
+  if (matchedTarget) {
+    return await scrollToAnchorNode(matchedTarget);
+  }
+
+  while (hasMore.value) {
+    await loadMoreComments();
+    matchedTarget = getLoadedAnchorTarget(targetCommentId);
+    if (matchedTarget) {
+      return await scrollToAnchorNode(matchedTarget);
+    }
+  }
+
+  for (const comment of comments.value) {
+    matchedTarget = await ensureRepliesContainTarget(comment.id, targetCommentId);
+    if (matchedTarget) {
+      return await scrollToAnchorNode(matchedTarget);
+    }
+  }
+
+  return false;
+};
+
 const switchTab = (tab) => {
   if (currentTab.value === tab) return;
   currentTab.value = tab;
@@ -627,11 +722,15 @@ onUnmounted(() => {
   if (uni.offKeyboardHeightChange && keyboardHeightListener) {
     uni.offKeyboardHeightChange(keyboardHeightListener);
   }
+  if (anchorHighlightTimer) {
+    clearTimeout(anchorHighlightTimer);
+  }
 });
 
 defineExpose({
   refreshComments,
   loadMoreComments,
+  scrollToComment,
 });
 </script>
 
diff --git a/pages/message/index.vue b/pages/message/index.vue
index 469a831..dd01c3c 100644
--- a/pages/message/index.vue
+++ b/pages/message/index.vue
@@ -294,9 +294,8 @@ const resolveActionText = (item) => {
 };
 
 const resolveJumpText = (item) => {
-  if(item.title.includes("已提交审核") || item.title.includes("未通过")) return "";
+  if(item.title.includes("已提交审核") || item.title.includes("未通过") || item.title.includes("评分项")) return "";
 
-  if (item.itemId) return "查看评分详情";
   if (item.topicId) return "查看话题";
   return "查看消息";
 };
@@ -405,9 +404,16 @@ const setItemReadState = (id, isRead = true) => {
 };
 
 const handleNavigate = (item) => {
+  const isCommentInteraction = item?.type === 'comment' || item?.type === 'comment_like';
+  const targetCommentId =
+    item?.commentId ||
+    (item?.targetType === 'comment' ? item?.targetId : '') ||
+    item?.metadata?.commentId ||
+    '';
+
   if (item.itemId) {
     uni.navigateTo({
-      url: `/pages/rating/detail?topicId=${item.topicId || ""}&itemId=${item.itemId}`,
+      url: `/pages/rating/detail?topicId=${item.topicId || ""}&itemId=${item.itemId}${isCommentInteraction && targetCommentId ? `&commentId=${targetCommentId}` : ""}`,
     });
     return;
   }
@@ -438,7 +444,7 @@ const markSingleAsRead = async (item) => {
 
 const handleItemTap = async (item) => {
   await markSingleAsRead(item);
-  if(item.title.includes("未通过") || item.title.includes("已提交审核")) return
+  if(item.title.includes("未通过") || item.title.includes("已提交审核") || item.title.includes("评分项")) return
   handleNavigate(item);
 };
 
diff --git a/pages/rating/detail.vue b/pages/rating/detail.vue
index 41a05b3..d6df28b 100644
--- a/pages/rating/detail.vue
+++ b/pages/rating/detail.vue
@@ -140,6 +140,7 @@ const commentSectionRef = ref(null);
 const isLoggedIn = computed(() => !!userStore.token || !!userStore.userInfo?.nickName);
 const isSendingComment = ref(false);
 const pkPreview = ref(null);
+const pendingAnchorCommentId = ref('');
 const commentRequestKey = computed(() => {
   if (!detailData.value.topicId || !itemId.value) return '';
   return `${detailData.value.topicId}_${itemId.value}`;
@@ -360,6 +361,14 @@ const handleCommentPublished = ({ mode, content, replyTarget }) => {
   });
 };
 
+const scrollToPendingComment = async () => {
+  if (!pendingAnchorCommentId.value) return;
+  const found = await commentSectionRef.value?.scrollToComment?.(pendingAnchorCommentId.value);
+  if (found) {
+    pendingAnchorCommentId.value = '';
+  }
+};
+
 const handleSendComment = async (payload) => {
   if (!isLoggedIn.value) {
     openLoginPopup();
@@ -424,6 +433,7 @@ const getDetailData = async () => {
     currentAction.value = data.userAction || '';
     
     await commentSectionRef.value?.refreshComments?.();
+    await scrollToPendingComment();
     getPkPreviewData();
   } catch (error) {
     console.error('获取详情失败:', error);
@@ -446,6 +456,9 @@ onLoad((options) => {
   if (options.topicId) {
     detailData.value.topicId = options.topicId;
   }
+  if (options.commentId) {
+    pendingAnchorCommentId.value = options.commentId;
+  }
   if (options.itemId) {
     itemId.value = options.itemId;
     getDetailData();