diff --git a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/bot.py b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/bot.py
index 9045dbc2..c5ae46e1 100644
--- a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/bot.py
+++ b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/bot.py
@@ -1,22 +1,23 @@
-import httpx
 import json
 import re
+from typing import TYPE_CHECKING, Any, Dict, Optional, Tuple, Union
 
-from aiocache import cached, Cache
+import httpx
+from aiocache import Cache, cached
 from aiocache.serializers import PickleSerializer
-from typing import Any, Dict, Tuple, Union, Optional, TYPE_CHECKING
 
-from nonebot.log import logger
-from nonebot.typing import overrides
-from nonebot.message import handle_event
 from nonebot.adapters import Bot as BaseBot
 from nonebot.drivers import Driver, HTTPRequest, HTTPResponse
+from nonebot.log import logger
+from nonebot.message import handle_event
+from nonebot.typing import overrides
 
 from .config import Config as FeishuConfig
-from .event import Event, GroupMessageEvent, MessageEvent, PrivateMessageEvent, Reply, get_event_model
+from .event import (Event, GroupMessageEvent, MessageEvent,
+                    PrivateMessageEvent, get_event_model)
 from .exception import ActionFailed, ApiNotAvailable, NetworkError
 from .message import Message, MessageSegment, MessageSerializer
-from .utils import log, AESCipher
+from .utils import AESCipher, log
 
 if TYPE_CHECKING:
     from nonebot.config import Config
diff --git a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/event.py b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/event.py
index 5abeda95..26c5f4bb 100644
--- a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/event.py
+++ b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/event.py
@@ -1,9 +1,9 @@
 import inspect
 import json
-
 from typing import Any, Dict, List, Literal, Optional, Type
+
+from pydantic import BaseModel, Field, root_validator
 from pygtrie import StringTrie
-from pydantic import BaseModel, root_validator, Field
 
 from nonebot.adapters import Event as BaseEvent
 from nonebot.typing import overrides
diff --git a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/exception.py b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/exception.py
index 791000af..38336e53 100644
--- a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/exception.py
+++ b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/exception.py
@@ -1,9 +1,9 @@
 from typing import Optional
 
-from nonebot.exception import (AdapterException, ActionFailed as
-                               BaseActionFailed, NetworkError as
-                               BaseNetworkError, ApiNotAvailable as
-                               BaseApiNotAvailable)
+from nonebot.exception import ActionFailed as BaseActionFailed
+from nonebot.exception import AdapterException
+from nonebot.exception import ApiNotAvailable as BaseApiNotAvailable
+from nonebot.exception import NetworkError as BaseNetworkError
 
 
 class FeishuAdapterException(AdapterException):
diff --git a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/message.py b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/message.py
index efcea8b1..03f5a858 100644
--- a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/message.py
+++ b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/message.py
@@ -1,10 +1,11 @@
-import json
 import itertools
-
+import json
 from dataclasses import dataclass
-from typing import Any, Dict, List, Optional, Tuple, Type, Union, Mapping, Iterable
+from typing import (Any, Dict, Iterable, List, Mapping, Optional, Tuple, Type,
+                    Union)
 
-from nonebot.adapters import Message as BaseMessage, MessageSegment as BaseMessageSegment
+from nonebot.adapters import Message as BaseMessage
+from nonebot.adapters import MessageSegment as BaseMessageSegment
 from nonebot.typing import overrides
 
 
diff --git a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/utils.py b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/utils.py
index a04456a6..ba418356 100644
--- a/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/utils.py
+++ b/packages/nonebot-adapter-feishu/nonebot/adapters/feishu/utils.py
@@ -2,6 +2,7 @@ import base64
 import hashlib
 
 from Crypto.Cipher import AES
+
 from nonebot.utils import logger_wrapper
 
 log = logger_wrapper("FEISHU")