diff --git a/src/common/logger.py b/src/common/logger.py
index 9e8bac520..5169b7b71 100644
--- a/src/common/logger.py
+++ b/src/common/logger.py
@@ -310,7 +310,7 @@ REMOTE_STYLE_CONFIG = {
     "simple": {
         "console_format": "<level>{time:MM-DD HH:mm}</level> | <light-yellow>远程</light-yellow> | {message}",
         "file_format": "{time:YYYY-MM-DD HH:mm:ss} | {level: <8} | {extra[module]: <15} | 远程 | {message}",
-    }, 
+    },
 }
 
 SUB_HEARTFLOW_STYLE_CONFIG = {
@@ -338,7 +338,7 @@ BACKGROUND_TASKS_STYLE_CONFIG = {
             "<level>{level: <8}</level> | "
             "<light-blue>后台任务</light-blue> | "
             "<level>{message}</level>"
-        ), 
+        ),
         "file_format": "{time:YYYY-MM-DD HH:mm:ss} | {level: <8} | {extra[module]: <15} | 后台任务 | {message}",
     },
     "simple": {
@@ -379,7 +379,6 @@ EMOJI_STYLE_CONFIG = {
         "console_format": "<level>{time:MM-DD HH:mm}</level> | <light-blue>表情 | {message} </light-blue>",  # noqa: E501
         "file_format": "{time:YYYY-MM-DD HH:mm:ss} | {level: <8} | {extra[module]: <15} | 表情 | {message}",
     },
-
 }
 
 MAI_STATE_CONFIG = {
@@ -445,7 +444,9 @@ CONFIRM_STYLE_CONFIG = {
 MAIN_STYLE_CONFIG = MAIN_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else MAIN_STYLE_CONFIG["advanced"]
 EMOJI_STYLE_CONFIG = EMOJI_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else EMOJI_STYLE_CONFIG["advanced"]
 REMOTE_STYLE_CONFIG = REMOTE_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else REMOTE_STYLE_CONFIG["advanced"]
-BACKGROUND_TASKS_STYLE_CONFIG = BACKGROUND_TASKS_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else BACKGROUND_TASKS_STYLE_CONFIG["advanced"]
+BACKGROUND_TASKS_STYLE_CONFIG = (
+    BACKGROUND_TASKS_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else BACKGROUND_TASKS_STYLE_CONFIG["advanced"]
+)
 MEMORY_STYLE_CONFIG = MEMORY_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else MEMORY_STYLE_CONFIG["advanced"]
 TOPIC_STYLE_CONFIG = TOPIC_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else TOPIC_STYLE_CONFIG["advanced"]
 SENDER_STYLE_CONFIG = SENDER_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else SENDER_STYLE_CONFIG["advanced"]
diff --git a/src/heart_flow/background_tasks.py b/src/heart_flow/background_tasks.py
index 190a73005..c24054bd8 100644
--- a/src/heart_flow/background_tasks.py
+++ b/src/heart_flow/background_tasks.py
@@ -11,7 +11,7 @@ from src.heart_flow.interest_logger import InterestLogger
 
 background_tasks_log_config = LogConfig(
     console_format=BACKGROUND_TASKS_STYLE_CONFIG["console_format"],
-    file_format=BACKGROUND_TASKS_STYLE_CONFIG["file_format"], 
+    file_format=BACKGROUND_TASKS_STYLE_CONFIG["file_format"],
 )
 
 logger = get_module_logger("background_tasks", config=background_tasks_log_config)
diff --git a/src/plugins/chat/emoji_manager.py b/src/plugins/chat/emoji_manager.py
index f7f507b76..cbc8e600a 100644
--- a/src/plugins/chat/emoji_manager.py
+++ b/src/plugins/chat/emoji_manager.py
@@ -18,7 +18,7 @@ from src.common.logger import get_module_logger, LogConfig, EMOJI_STYLE_CONFIG
 
 emoji_log_config = LogConfig(
     console_format=EMOJI_STYLE_CONFIG["console_format"],
-    file_format=EMOJI_STYLE_CONFIG["file_format"], 
+    file_format=EMOJI_STYLE_CONFIG["file_format"],
 )
 
 logger = get_module_logger("emoji", config=emoji_log_config)