diff --git a/yuthon_base/models/ir_ui_menu.py b/yuthon_base/models/ir_ui_menu.py
index eeaafe667..a8d97f6dd 100644
--- a/yuthon_base/models/ir_ui_menu.py
+++ b/yuthon_base/models/ir_ui_menu.py
@@ -1,65 +1,43 @@
 # -*- coding: utf-8 -*-
 from odoo import api, fields, models, _
+from odoo.osv import expression
 import pypinyin
-import re
 
 
 class IrUiMenu(models.Model):
     _inherit = 'ir.ui.menu'
 
-    name_pinyin = fields.Char(
-        string='菜单名拼音',
-        compute='_compute_name_pinyin',
-        store=True,
-        index=True,
-    )
-
-    @api.depends('name')
-    def _compute_name_pinyin(self):
-        for menu in self:
-            if menu.name:
-                # 全拼：如 "通知公告" → "tongzhigonggao"
-                full_pinyin = ''.join(pypinyin.lazy_pinyin(menu.name)).lower()
-                # 首字母：如 "通知公告" → "tzgg"
-                first_letters = ''.join([
-                    p[0] for p in pypinyin.pinyin(menu.name)
-                ]).lower()
-                menu.name_pinyin = f"{full_pinyin} {first_letters}"
-            else:
-                menu.name_pinyin = False
-
     def name_search(self, name='', args=None, operator='ilike', limit=100):
-        """
-        重写 name_search 支持全拼/首字母模糊搜索菜单
-        """
+        """支持全拼/首字母模糊搜索菜单（Ctrl+K）"""
         if args is None:
             args = []
-        if name and operator in ('ilike', 'like', '=', '=like'):
-            # 清理输入：去掉空格、转小写
-            search_term = name.strip().lower().replace(' ', '')
-            if not search_term:
-                return super().name_search(name=name, args=args, operator=operator, limit=limit)
+        if not name or operator not in ('ilike', 'like', '=', '=like'):
+            return super().name_search(name=name, args=args, operator=operator, limit=limit)
 
-            # 生成搜索词的拼音和首字母
-            search_pinyin = ''.join(pypinyin.lazy_pinyin(search_term)).lower()
-            search_first = ''.join([p[0] for p in pypinyin.pinyin(search_term)]).lower()
+        search_term = name.strip().lower().replace(' ', '')
+        if not search_term:
+            return super().name_search(name=name, args=args, operator=operator, limit=limit)
 
-            # 构建拼音搜索域：匹配 name_pinyin 字段
-            pinyin_domain = [
-                '|',
-                ('name_pinyin', 'ilike', search_term),       # 直接搜索词
-                ('name_pinyin', 'ilike', search_pinyin),       # 全拼搜索
-            ]
-            # 如果首字母不同，也加上
-            if search_first != search_pinyin:
-                pinyin_domain = ['|'] + pinyin_domain + [('name_pinyin', 'ilike', search_first)]
+        # 生成搜索词的拼音和首字母
+        search_pinyin = ''.join(pypinyin.lazy_pinyin(search_term)).lower()
+        search_first = ''.join([p[0] for p in pypinyin.pinyin(search_term)]).lower()
 
-            # 组合：原名搜索 OR 拼音搜索
-            full_domain = ['|'] + expression.AND([args, [('name', operator, name)]]) + expression.AND([args, pinyin_domain])
+        # 原名搜索
+        name_domain = expression.AND([args, [('name', operator, name)]])
+        name_ids = self.search(name_domain, limit=limit).ids
 
-            # 去重：用 browse 把结果合并（优先按原名匹配排序）
-            name_results = self.search(expression.AND([args, [('name', operator, name)]]), limit=limit)
-            pinyin_results = self.search(expression.AND([args, pinyin_domain]), limit=limit)
-            all_ids = list(dict.fromkeys(name_results.ids + pinyin_results.ids))[:limit]
-            return self.browse(all_ids).name_get()
-        return super().name_search(name=name, args=args, operator=operator, limit=limit)
+        # 拼音搜索：拿到所有菜单，在 Python 层过滤
+        all_menus = self.search(args, limit=limit * 3)
+        pinyin_ids = []
+        for menu in all_menus:
+            if not menu.name:
+                continue
+            menu_pinyin = ''.join(pypinyin.lazy_pinyin(menu.name)).lower()
+            menu_first = ''.join([p[0] for p in pypinyin.pinyin(menu.name)]).lower()
+            search_key = f"{menu_pinyin} {menu_first}"
+            if search_term in search_key or search_pinyin in search_key or search_first in search_key:
+                pinyin_ids.append(menu.id)
+
+        # 合并，原名匹配优先
+        all_ids = list(dict.fromkeys(name_ids + pinyin_ids))[:limit]
+        return self.browse(all_ids).name_get()