diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 00000000..72513dd3
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,20 @@
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.5.0
+    hooks:
+    -   id: trailing-whitespace
+    -   id: end-of-file-fixer
+    -   id: check-yaml
+    -   id: check-added-large-files
+
+-   repo: https://github.com/psf/black
+    rev: 24.1.1
+    hooks:
+    -   id: black
+        language_version: python3.12
+
+-   repo: https://github.com/pycqa/isort
+    rev: 5.13.2
+    hooks:
+    -   id: isort
+        name: isort (python)
diff --git a/pyproject.toml b/pyproject.toml
index df9d717d..6966c146 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,3 +20,13 @@ classifiers = [
 [project.urls]
 "Homepage" = "https://github.com/open-thought/reasoning-gym"
 "Bug Tracker" = "https://github.com/open-thought/reasoning-gym/issues"
+
+[tool.black]
+line-length = 120
+target-version = ['py312']
+include = '\.pyi?$'
+
+[tool.isort]
+profile = "black"
+multi_line_output = 3
+line_length = 120
diff --git a/requirements-dev.txt b/requirements-dev.txt
index f3a92e7f..5db97aaf 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -3,3 +3,4 @@ black>=23.7.0
 isort>=5.12.0
 flake8>=6.1.0
 mypy>=1.5.1
+pre-commit>=3.5.0