diff --git a/zhenxun/builtin_plugins/hooks/call_hook.py b/zhenxun/builtin_plugins/hooks/call_hook.py
index 1695a48e..f87bd983 100644
--- a/zhenxun/builtin_plugins/hooks/call_hook.py
+++ b/zhenxun/builtin_plugins/hooks/call_hook.py
@@ -1,6 +1,7 @@
 from typing import Any
 
 from nonebot.adapters import Bot, Message
+from nonebot.adapters.onebot.v11 import MessageSegment
 
 from zhenxun.configs.config import Config
 from zhenxun.models.bot_message_store import BotMessageStore
@@ -40,6 +41,35 @@ def replace_message(message: Message) -> str:
     return result
 
 
+def format_message_for_log(message: Message) -> str:
+    """
+    将消息对象转换为适合日志记录的字符串，对base64等长内容进行摘要处理。
+    """
+    if not isinstance(message, Message):
+        return str(message)
+
+    log_parts = []
+    for seg in message:
+        seg: MessageSegment
+        if seg.type == "text":
+            log_parts.append(seg.data.get("text", ""))
+        elif seg.type in ("image", "record", "video"):
+            file_info = seg.data.get("file", "")
+            if isinstance(file_info, str) and file_info.startswith("base64://"):
+                b64_data = file_info[9:]
+                data_size_bytes = (len(b64_data) * 3) / 4 - b64_data.count("=", -2)
+                log_parts.append(
+                    f"[{seg.type}: base64, size={data_size_bytes / 1024:.2f}KB]"
+                )
+            else:
+                log_parts.append(f"[{seg.type}]")
+        elif seg.type == "at":
+            log_parts.append(f"[@{seg.data.get('qq', 'unknown')}]")
+        else:
+            log_parts.append(f"[{seg.type}]")
+    return "".join(log_parts)
+
+
 @Bot.on_called_api
 async def handle_api_result(
     bot: Bot, exception: Exception | None, api: str, data: dict[str, Any], result: Any
@@ -78,7 +108,7 @@ async def handle_api_result(
             else replace_message(message),
             platform=PlatformUtils.get_platform(bot),
         )
-        logger.debug(f"消息发送记录，message: {message}")
+        logger.debug(f"消息发送记录，message: {format_message_for_log(message)}")
     except Exception as e:
         logger.warning(
             f"消息发送记录发生错误...data: {data}, result: {result}",