diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f4f5935..91ffba3 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,22 +11,22 @@ repos:
       - id: end-of-file-fixer
       - id: trailing-whitespace
   - repo: https://github.com/alessandrojcm/commitlint-pre-commit-hook
-    rev: v9.23.0
+    rev: v9.24.0
     hooks:
         - id: commitlint
           stages:
             - commit-msg
           additional_dependencies: ['conventional-changelog-conventionalcommits']
   - repo: https://github.com/pycqa/isort
-    rev: 7.0.0
+    rev: 8.0.1
     hooks:
       - id: isort
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.12.0
+    rev: 26.3.1
     hooks:
       - id: black
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.4.1
+    rev: v2.4.2
     hooks:
       - id: codespell
         args: ["-x", ".codespellignorelines"]
diff --git a/luigi_tools/parameter.py b/luigi_tools/parameter.py
index c7dc989..50a3d2f 100644
--- a/luigi_tools/parameter.py
+++ b/luigi_tools/parameter.py
@@ -13,6 +13,7 @@
 # limitations under the License.
 
 """This module provides some specific luigi parameters."""
+
 import collections.abc
 import dataclasses
 import typing
diff --git a/luigi_tools/target.py b/luigi_tools/target.py
index 53193e5..690c553 100644
--- a/luigi_tools/target.py
+++ b/luigi_tools/target.py
@@ -13,6 +13,7 @@
 # limitations under the License.
 
 """This module provides some specific luigi targets."""
+
 from pathlib import Path
 
 import luigi
diff --git a/luigi_tools/task.py b/luigi_tools/task.py
index cd501f7..d423ed8 100644
--- a/luigi_tools/task.py
+++ b/luigi_tools/task.py
@@ -13,6 +13,7 @@
 # limitations under the License.
 
 """This module provides some specific luigi tasks and associated tools."""
+
 import logging
 import types
 from copy import deepcopy
diff --git a/luigi_tools/util.py b/luigi_tools/util.py
index 030651a..ea7efe7 100644
--- a/luigi_tools/util.py
+++ b/luigi_tools/util.py
@@ -13,6 +13,7 @@
 # limitations under the License.
 
 """This module provides some functions to work with luigi tasks."""
+
 import configparser
 import logging
 import os
diff --git a/tests/test_parameter.py b/tests/test_parameter.py
index 931d9bf..c9b30ea 100644
--- a/tests/test_parameter.py
+++ b/tests/test_parameter.py
@@ -1135,33 +1135,21 @@ def output(self):
             return luigi.LocalTarget("not_existing_file")
 
     # Test with values from config
-    with set_luigi_config(
-        {
-            "TaskDataClassParameter": {
-                "a": """{
+    with set_luigi_config({"TaskDataClassParameter": {"a": """{
                     "a": {"a": 1, "b": "2"},
                     "b": {"c": 3.0, "d": 4},
                     "c": {"e": 5, "f": 6},
                     "d": {"7": 8.0, "9": 10.0}
-                }"""
-            }
-        }
-    ):
+                }"""}}):
         assert luigi.build([TaskDataClassParameter()], local_scheduler=True)
 
     # Parsing fails with integer keys
-    with set_luigi_config(
-        {
-            "TaskDataClassParameter": {
-                "a": """{
+    with set_luigi_config({"TaskDataClassParameter": {"a": """{
                     "a": {"a": 1, "b": "2"},
                     "b": {"c": 3.0, "d": 4},
                     "c": {"e": 5, "f": 6},
                     "d": {7: 8.0, 9: 10.0}
-                }"""
-            }
-        }
-    ):
+                }"""}}):
         with pytest.raises(ValueError):
             luigi.build([TaskDataClassParameter()], local_scheduler=True)
 
diff --git a/tests/tools.py b/tests/tools.py
index 19a6d74..aa9f56f 100644
--- a/tests/tools.py
+++ b/tests/tools.py
@@ -13,6 +13,7 @@
 # limitations under the License.
 
 """A few helpers for luigi-tools test suite."""
+
 from pathlib import Path