diff --git a/mini-program/src/pages/onboarding/index.vue b/mini-program/src/pages/onboarding/index.vue
index 7bcee2a..857c6e2 100644
--- a/mini-program/src/pages/onboarding/index.vue
+++ b/mini-program/src/pages/onboarding/index.vue
@@ -225,6 +225,8 @@ const form = reactive({
   company: '',
   personalityTags: [],
   hobbies: [],
+  personalityTagLibrary: [],   // 新增
+  hobbyLibrary: [],            // 新增
   childhood: { date: '', text: '' },
   joy: { date: '', text: '' },
   low: { date: '', text: '' },
@@ -243,8 +245,32 @@ const birthdayDisplay = computed(() => {
   return `${year}年${month}月${day}日`
 })
 
+/**
+ * 合并预设数组与已选数组，去重返回完整库
+ */
+const buildInitialLibrary = (preset, selected) => {
+  const library = [...preset]
+  if (Array.isArray(selected)) {
+    selected.forEach((tag) => {
+      if (!library.includes(tag)) library.push(tag)
+    })
+  }
+  return library
+}
+
 const syncFromStore = () => {
   const source = store.userProfile || store.registrationData || {}
+
+  // 性格标签库：后端有则用后端，否则用预设 + 已选合并（老用户兼容）
+  const personalityTagLibrary = Array.isArray(source.personalityTagLibrary) && source.personalityTagLibrary.length > 0
+    ? [...source.personalityTagLibrary]
+    : buildInitialLibrary(personalityTags, source.personalityTags)
+
+  // 兴趣爱好库：后端有则用后端，否则用预设 + 已选合并（老用户兼容）
+  const hobbyLibrary = Array.isArray(source.hobbyLibrary) && source.hobbyLibrary.length > 0
+    ? [...source.hobbyLibrary]
+    : buildInitialLibrary(hobbyOptions, source.hobbies)
+
   Object.assign(form, {
     nickname: source.nickname || '',
     gender: source.gender || '',
@@ -256,6 +282,8 @@ const syncFromStore = () => {
     company: source.company || '',
     personalityTags: Array.isArray(source.personalityTags) ? [...source.personalityTags] : [],
     hobbies: Array.isArray(source.hobbies) ? [...source.hobbies] : [],
+    personalityTagLibrary,
+    hobbyLibrary,
     childhood: { date: source.childhood?.date || '', text: source.childhood?.text || '' },
     joy: { date: source.joy?.date || '', text: source.joy?.text || '' },
     low: { date: source.low?.date || '', text: source.low?.text || '' },