diff --git a/.github/workflows/pre-commit.yaml b/.github/workflows/pre-commit.yaml
new file mode 100644
index 000000000..a8fab7333
--- /dev/null
+++ b/.github/workflows/pre-commit.yaml
@@ -0,0 +1,20 @@
+name: pre-commit
+
+on:
+  push:
+    branches: [master]
+  pull_request:
+
+jobs:
+  pre-commit:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Setup Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+          architecture: x64
+      - name: Checkout Torchrec
+        uses: actions/checkout@v2
+      - name: Run pre-commit
+        uses: pre-commit/action@v2.0.3
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 000000000..c7f310e60
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,16 @@
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.0.1
+    hooks:
+      - id: check-toml
+      - id: check-yaml
+        exclude: packaging/.*
+      - id: end-of-file-fixer
+
+  - repo: https://github.com/omnilib/ufmt
+    rev: v1.3.0
+    hooks:
+      - id: ufmt
+        additional_dependencies:
+          - black == 21.9b0
+          - usort == 0.6.4
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..9f90a09d2
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,3 @@
+[tool.usort]
+
+first_party_detection = false