diff --git a/zhuyuan-agent/core/hldp_memory.py b/zhuyuan-agent/core/hldp_memory.py
index 9ca7cf6..54e3c36 100644
--- a/zhuyuan-agent/core/hldp_memory.py
+++ b/zhuyuan-agent/core/hldp_memory.py
@@ -195,7 +195,7 @@ class HLDPTreeStore:
     def get_recent_leaves(self, persona_id: str = PERSONA_ID, limit: int = 10) -> list[dict]:
         """获取最近叶子（按创建时间倒序）。"""
         rows = self.conn.execute(
-            """SELECT n.*, l.trigger_text, l.emergence_text, l.lock_text, l.summary
+            """SELECT n.*, l.trigger_text, l.emergence_text, l.lock_text, n.summary
                FROM hldp_nodes n LEFT JOIN hldp_leaves l ON n.path = l.node_path
                WHERE n.persona_id = ? AND n.node_type = 'leaf' AND n.state = 'alive'
                ORDER BY n.created_at DESC LIMIT ?""",
@@ -205,7 +205,7 @@ class HLDPTreeStore:
     def search_leaves(self, query: str, persona_id: str = PERSONA_ID, limit: int = 5) -> list[dict]:
         """全文搜索叶子。"""
         rows = self.conn.execute(
-            """SELECT n.*, l.trigger_text, l.emergence_text, l.lock_text, l.summary
+            """SELECT n.*, l.trigger_text, l.emergence_text, l.lock_text, n.summary
                FROM hldp_nodes n
                JOIN hldp_leaves l ON n.path = l.node_path
                JOIN hldp_fts f ON n.id = f.rowid