diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8b3dbc564..9edf63951 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -10,7 +10,17 @@ repos:
         args: [--fix]
       - id: ruff-format
         types_or: [python, pyi, jupyter]
-
+  - repo: https://github.com/psf/black
+    rev: 24.4.2
+    hooks:
+      - id: black
+        always_run: true
+        pass_filenames: false
+        args:
+          - .
+          - --config=black.toml
+          - --safe
+          - --target-version=py311
   - repo: https://github.com/pre-commit/mirrors-mypy
     rev: "v1.9.0"
     hooks:
@@ -26,6 +36,15 @@ repos:
             types-PyYAML,
             types-protobuf,
           ]
+  - repo: https://github.com/Quantco/pre-commit-mirrors-prettier
+    rev: 3.2.5
+    hooks:
+      - id: prettier-conda
+        files: "\\.(md|json|yml|yaml)$"
+  - repo: https://github.com/myint/docformatter
+    rev: v1.7.5
+    hooks:
+      - id: docformatter
   - repo: https://github.com/crate-ci/typos
     rev: v1.20.9
     hooks: