diff --git a/server/services/memory-service.js b/server/services/memory-service.js
index 15d0016..45cda00 100644
--- a/server/services/memory-service.js
+++ b/server/services/memory-service.js
@@ -229,7 +229,7 @@ function retrieveRelevantPlans(agentId, taskText) {
       const score = entryKeywords.length > 0
         ? hits.length / entryKeywords.length  // 命中了 entry 的多少比例关键词
         : 0;
-      console.log(`[HippocampusDebug] agent=${agentId} scenario="${entry.scenario}" score=${score} hits=${hits.length} taskKwLength=${taskKeywords.length} entryKws=${entryKeywords.length}`);
+      // console.log(`[HippocampusDebug] agent=${agentId} scenario="${entry.scenario}" score=${score} hits=${hits.length} taskKwLength=${taskKeywords.length} entryKws=${entryKeywords.length}`);
       return { ...entry, score, hits };
     });
 
diff --git a/server/services/task-service.js b/server/services/task-service.js
index 0182766..32b2f9a 100644
--- a/server/services/task-service.js
+++ b/server/services/task-service.js
@@ -183,7 +183,7 @@ class TaskService {
       
       if (bestParent) {
         t.parentTaskId = bestParent.taskId;
-        console.log(`[TaskService] 🔗 Inferred parent: ${t.taskId} → ${bestParent.taskId}`);
+        // console.log(`[TaskService] 🔗 Inferred parent: ${t.taskId} → ${bestParent.taskId}`);
       }
     }
 
@@ -219,7 +219,7 @@ class TaskService {
       
       if (bestConv) {
         t.parentTaskId = bestConv.taskId;
-        console.log(`[TaskService] 🔗 Inferred parent (master→T): ${t.taskId} → ${bestConv.taskId}`);
+        // console.log(`[TaskService] 🔗 Inferred parent (master→T): ${t.taskId} → ${bestConv.taskId}`);
       }
     }
 
@@ -261,7 +261,7 @@ class TaskService {
       
       if (bestConv) {
         t.parentTaskId = bestConv.taskId;
-        console.log(`[TaskService] 🔗 Inferred parent (conv→tpl): ${t.taskId} → ${bestConv.taskId}`);
+        // console.log(`[TaskService] 🔗 Inferred parent (conv→tpl): ${t.taskId} → ${bestConv.taskId}`);
       }
     }
   }