diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 0e649b0..f087e18 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -8,12 +8,12 @@ ci:
   autoupdate_commit_msg: "⬆️ `pre-commit-ci`自动升级"
 repos:
   - repo: https://github.com/pycqa/isort
-    rev: 5.13.2
+    rev: 6.0.0
     hooks:
       - id: isort
 
   - repo: https://github.com/psf/black
-    rev: 24.10.0
+    rev: 25.1.0
     hooks:
       - id: black
 
diff --git a/gsuid_core/segment.py b/gsuid_core/segment.py
index ec79ea3..085a9ad 100644
--- a/gsuid_core/segment.py
+++ b/gsuid_core/segment.py
@@ -153,7 +153,7 @@ class MessageSegment:
 
     @staticmethod
     def node(
-        content_list: Union[List[Message], List[str], List[bytes]]
+        content_list: Union[List[Message], List[str], List[bytes]],
     ) -> Message:
         msg_list: List[Message] = []
         for msg in content_list:
diff --git a/gsuid_core/utils/database/base_models.py b/gsuid_core/utils/database/base_models.py
index c3ded62..4dabfa4 100644
--- a/gsuid_core/utils/database/base_models.py
+++ b/gsuid_core/utils/database/base_models.py
@@ -87,7 +87,7 @@ except:  # noqa: E722
 
 
 def with_session(
-    func: Callable[Concatenate[Any, AsyncSession, P], Awaitable[R]]
+    func: Callable[Concatenate[Any, AsyncSession, P], Awaitable[R]],
 ) -> Callable[Concatenate[Any, P], Awaitable[R]]:
     @wraps(func)
     async def wrapper(self, *args: P.args, **kwargs: P.kwargs):
diff --git a/gsuid_core/utils/image/image_tools.py b/gsuid_core/utils/image/image_tools.py
index 4a1429f..e3c1157 100644
--- a/gsuid_core/utils/image/image_tools.py
+++ b/gsuid_core/utils/image/image_tools.py
@@ -490,7 +490,7 @@ class CustomizeImage:
 
     @staticmethod
     def get_char_high_color(
-        bg_color: Tuple[int, int, int]
+        bg_color: Tuple[int, int, int],
     ) -> Tuple[int, int, int]:
         r = 140
         d = 20
@@ -505,7 +505,7 @@ class CustomizeImage:
 
     @staticmethod
     def get_bg_detail_color(
-        bg_color: Tuple[int, int, int]
+        bg_color: Tuple[int, int, int],
     ) -> Tuple[int, int, int]:
         r = 140
         if max(*bg_color) > 255 - r:
@@ -519,7 +519,7 @@ class CustomizeImage:
 
     @staticmethod
     def get_highlight_color(
-        color: Tuple[int, int, int]
+        color: Tuple[int, int, int],
     ) -> Tuple[int, int, int]:
         red_color = color[0]
         green_color = color[1]