diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 120e9fa60..965dc5246 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,45 +1,46 @@
 ci:
-    autofix_commit_msg: |
-        [pre-commit.ci] auto fixes from pre-commit.com hooks
+  autofix_commit_msg: |
+      [pre-commit.ci] auto fixes from pre-commit.com hooks
 
-        for more information, see https://pre-commit.ci
-    autofix_prs: true
-    autoupdate_branch: ''
-    autoupdate_commit_msg: '[pre-commit.ci] pre-commit autoupdate'
-    autoupdate_schedule: weekly
-    skip: []
-    submodules: false
+      for more information, see https://pre-commit.ci
+  autofix_prs: true
+  autoupdate_branch: ''
+  autoupdate_commit_msg: '[pre-commit.ci] pre-commit autoupdate'
+  autoupdate_schedule: weekly
+  skip: []
+  submodules: false
 
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    # Ruff version.
     rev: v0.5.6
     hooks:
       - id: ruff
         exclude: docs/.*
         args: ["--line-length=88"]
+
   - repo: https://github.com/nbQA-dev/nbQA
     rev: 1.8.7
     hooks:
       - id: nbqa-ruff
         args: ["--line-length=120"]
+
   - repo: https://github.com/psf/black
     rev: 24.8.0
     hooks:
       - id: black
-        # It is recommended to specify the latest version of Python
-        # supported by your project here, or alternatively use
-        # pre-commit's default_language_version, see
-        # https://pre-commit.com/#top_level-default_language_version
         language_version: python3
+
   - repo: https://github.com/psf/black
     rev: 24.8.0
     hooks:
       - id: black-jupyter
         language_version: python3
+
+  # Alternative configuration for docformatter with compatible language
   - repo: https://github.com/PyCQA/docformatter
     rev: v1.7.5
     hooks:
       - id: docformatter
+        language: python  # Change to 'python' instead of 'python_venv'
         additional_dependencies: [tomli]
         args: [-r, --black, --in-place]