diff --git a/src/views/ops/pages/kb/items/index.vue b/src/views/ops/pages/kb/items/index.vue
index f282149..99346f4 100644
--- a/src/views/ops/pages/kb/items/index.vue
+++ b/src/views/ops/pages/kb/items/index.vue
@@ -540,14 +540,25 @@ function confirmDelete() {
 
 async function toggleFavorite() {
   if (!selected.value || favoriteLoading.value) return
+  const documentID = selected.value.id
+  const wasFavorited = selected.value.is_favorited
+  const listContext = listSequence
+  const readyListContext = readyListSequence
+  const detailContext = detailSequence
+  const isCurrentContext = () =>
+    selected.value?.id === documentID &&
+    listSequence === listContext &&
+    readyListSequence === readyListContext &&
+    detailSequence === detailContext
   favoriteLoading.value = true
   try {
-    const reply = selected.value.is_favorited ? await unfavoriteDocument(selected.value.id) : await favoriteDocument(selected.value.id)
+    const reply = wasFavorited ? await unfavoriteDocument(documentID) : await favoriteDocument(documentID)
     if (reply.code !== 0) throw new Error(reply.message || '收藏操作失败')
-    selected.value = { ...selected.value, is_favorited: !selected.value.is_favorited }
-    Message.success(selected.value.is_favorited ? '已收藏' : '已取消收藏')
+    if (!isCurrentContext() || !selected.value) return
+    selected.value = { ...selected.value, is_favorited: !wasFavorited }
+    Message.success(wasFavorited ? '已取消收藏' : '已收藏')
   } catch (error) {
-    showRequestError(error, '收藏操作失败')
+    if (isCurrentContext()) showRequestError(error, '收藏操作失败')
   } finally {
     favoriteLoading.value = false
   }