diff --git a/src/api/__init__.py b/src/api/__init__.py
new file mode 100644
index 000000000..359eff96e
--- /dev/null
+++ b/src/api/__init__.py
@@ -0,0 +1 @@
+# This file makes src/api a Python package.
\ No newline at end of file
diff --git a/src/api/message_router.py b/src/api/message_router.py
new file mode 100644
index 000000000..687f48f1e
--- /dev/null
+++ b/src/api/message_router.py
@@ -0,0 +1,48 @@
+import time
+from typing import Literal
+
+from fastapi import APIRouter, HTTPException, Query
+
+from src.config.config import global_config
+from src.plugin_system.apis import message_api
+
+router = APIRouter()
+
+@router.get("/messages/recent")
+async def get_message_stats(
+    days: int = Query(1, ge=1, description="指定查询过去多少天的数据"),
+    message_type: Literal["all", "sent", "received"] = Query("all", description="筛选消息类型: 'sent' (BOT发送的), 'received' (BOT接收的), or 'all' (全部)")
+):
+    """
+    获取BOT在指定天数内的消息统计数据。
+    """
+    try:
+        end_time = time.time()
+        start_time = end_time - (days * 24 * 3600)
+
+        messages = await message_api.get_messages_by_time(start_time, end_time)
+
+        sent_count = 0
+        received_count = 0
+        bot_qq = str(global_config.bot.qq_account)
+
+        for msg in messages:
+            if msg.get("user_id") == bot_qq:
+                sent_count += 1
+            else:
+                received_count += 1
+        if message_type == "sent":
+            return {"days": days, "message_type": message_type, "count": sent_count}
+        elif message_type == "received":
+            return {"days": days, "message_type": message_type, "count": received_count}
+        else:
+            return {
+                "days": days,
+                "message_type": message_type,
+                "sent_count": sent_count,
+                "received_count": received_count,
+                "total_count": len(messages)
+            }
+
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=str(e))
diff --git a/src/chat/express/expression_learner.py b/src/chat/express/expression_learner.py
index f9e0e68af..517204351 100644
--- a/src/chat/express/expression_learner.py
+++ b/src/chat/express/expression_learner.py
@@ -511,11 +511,11 @@ class ExpressionLearnerManager:
             os.path.join(base_dir, "learnt_grammar"),
         ]
 
-        for directory in directories_to_create:
-            try:
+        try:
+            for directory in directories_to_create:
                 os.makedirs(directory, exist_ok=True)
-                logger.debug(f"确保目录存在: {directory}")
-            except Exception as e:
+            logger.debug(f"确保目录存在: {directory}")
+        except Exception as e:
                 logger.error(f"创建目录失败 {directory}: {e}")
 
     @staticmethod
diff --git a/src/main.py b/src/main.py
index 68d8e0801..8236f7472 100644
--- a/src/main.py
+++ b/src/main.py
@@ -245,6 +245,16 @@ MoFox_Bot(第三方修改版)
         # start_api_server()
         # logger.info("API服务器启动成功")
 
+        # 注册API路由
+        try:
+            from src.api.message_router import router as message_router
+            self.server.register_router(message_router, prefix="/api")
+            logger.info("API路由注册成功")
+        except ImportError as e:
+            logger.error(f"导入API路由失败: {e}")
+        except Exception as e:
+            logger.error(f"注册API路由时发生错误: {e}")
+
         # 加载所有actions，包括默认的和插件的
         plugin_manager.load_all_plugins()
 
diff --git a/src/plugins/built_in/proactive_thinker/_manifest.json b/src/plugins/built_in/proactive_thinker/_manifest.json
index 0ad67e293..30f2a138e 100644
--- a/src/plugins/built_in/proactive_thinker/_manifest.json
+++ b/src/plugins/built_in/proactive_thinker/_manifest.json
@@ -12,7 +12,7 @@
   "host_application": {
     "min_version": "0.10.0"
   },
-  "keywords": ["emoji", "reaction", "like", "表情", "回应", "点赞"],
+  "keywords": ["主动思考","自己发消息"],
   "categories": ["Chat", "Integration"],
   
   "default_locale": "zh-CN",
diff --git a/src/plugins/built_in/proactive_thinker/proactive_thinker_executor.py b/src/plugins/built_in/proactive_thinker/proactive_thinker_executor.py
index 8af6bbc35..78d2d6462 100644
--- a/src/plugins/built_in/proactive_thinker/proactive_thinker_executor.py
+++ b/src/plugins/built_in/proactive_thinker/proactive_thinker_executor.py
@@ -292,7 +292,7 @@ class ProactiveThinkerExecutor:
 - **简单问候作为备选**: 如果上下文中没有合适的话题，可以生成一个简单、真诚的日常问候（例如“在忙吗？”，“下午好呀~”）。
 - **避免抽象**: 避免创造过于复杂、抽象或需要对方思考很久才能明白的话题。目标是轻松、自然地开启对话。
 - **避免过于频繁**: 如果你最近（尤其是在最近的几次决策中）已经主动发起过对话，请倾向于选择“不回复”，除非有非常重要和紧急的事情。
-
+- **避免打扰**: 如果你最近（尤其是在最近的几次决策中）已经主动发起过对话，请倾向于选择“不回复”，除非有非常重要和紧急的事情。
 
 ---
 示例1 (基于上下文):