diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index cbd9b0a06..363ef00c2 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,17 +5,11 @@ files: ^(.*\.(py|yaml))$
 # for example
 exclude: ^(\.[^/]*cache/.*|.*/freesurfer/contrib/.*)$
 repos:
-  - repo: https://github.com/psf/black
-    rev: 23.12.1
-    hooks:
-      - id: black
-        args:
-          - --safe
-          - --quiet
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.1.13
+    rev: v0.1.14
     hooks:
       - id: ruff
+      - id: ruff-format
   - repo: https://github.com/codespell-project/codespell
     rev: v2.2.6
     hooks:
diff --git a/mne_bids_pipeline/_main.py b/mne_bids_pipeline/_main.py
index 9489a2cca..5abdd142f 100755
--- a/mne_bids_pipeline/_main.py
+++ b/mne_bids_pipeline/_main.py
@@ -30,14 +30,16 @@ def main():
         metavar="FILE",
         help="The path of the pipeline configuration file to use.",
     )
-    parser.add_argument(
-        "--create-config",
-        dest="create_config",
-        default=None,
-        metavar="FILE",
-        help="Create a template configuration file with the specified name. "
-        "If specified, all other parameters will be ignored.",
-    ),
+    (
+        parser.add_argument(
+            "--create-config",
+            dest="create_config",
+            default=None,
+            metavar="FILE",
+            help="Create a template configuration file with the specified name. "
+            "If specified, all other parameters will be ignored.",
+        ),
+    )
     parser.add_argument(
         "--steps",
         dest="steps",
@@ -59,18 +61,20 @@ def main():
         default=None,
         help="BIDS root directory of the data to process.",
     )
-    parser.add_argument(
-        "--deriv_root",
-        dest="deriv_root",
-        default=None,
-        help=dedent(
-            """\
+    (
+        parser.add_argument(
+            "--deriv_root",
+            dest="deriv_root",
+            default=None,
+            help=dedent(
+                """\
         The root of the derivatives directory
         in which the pipeline will store the processing results.
         If unspecified, this will be derivatives/mne-bids-pipeline
         inside the BIDS root."""
+            ),
         ),
-    ),
+    )
     parser.add_argument(
         "--subject", dest="subject", default=None, help="The subject to process."
     )
diff --git a/mne_bids_pipeline/steps/sensor/_99_group_average.py b/mne_bids_pipeline/steps/sensor/_99_group_average.py
index a05a85a96..98e275336 100644
--- a/mne_bids_pipeline/steps/sensor/_99_group_average.py
+++ b/mne_bids_pipeline/steps/sensor/_99_group_average.py
@@ -814,7 +814,8 @@ def average_csp_decoding(
         import scipy.stats
 
         cluster_forming_t_threshold = scipy.stats.t.ppf(
-            1 - 0.05, len(cfg.subjects) - 1  # one-sided test
+            1 - 0.05,
+            len(cfg.subjects) - 1,  # one-sided test
         )
     else:
         cluster_forming_t_threshold = cfg.cluster_forming_t_threshold