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
diff --git a/torchrec/distributed/planner/embedding_planner.py b/torchrec/distributed/planner/embedding_planner.py
index dfe648049..30acb8e44 100644
--- a/torchrec/distributed/planner/embedding_planner.py
+++ b/torchrec/distributed/planner/embedding_planner.py
@@ -119,10 +119,7 @@ def plan(
             module=module,
             sharders=sharders,
         )
-        unplaced_param_infos: List[Tuple[ParamSortKey, ParameterInfo]] = [
-            (param_sort_key(param_info, self._world_size), param_info)
-            for param_info in param_infos
-        ]
+        unplaced_param_infos: List[Tuple[ParamSortKey, ParameterInfo]] = [(param_sort_key(param_info, self._world_size), param_info) for param_info in param_infos     ]
         placed_param_infos: List[Tuple[ParamSortKey, ParameterInfo]] = []
 
         heapq.heapify(unplaced_param_infos)
@@ -175,14 +172,13 @@ def _log_stats(
             ]
             emb_dims = [param_info.param.shape[1]]
             if shard.sharding_type == ShardingType.ROW_WISE.value:
-                pooling_factor = [pooling_factor[0] / self._world_size] * len(ranks)
+                pooling_factor = [
+                    pooling_factor[0] / self._world_size] * len(ranks)
                 emb_dims = emb_dims * len(ranks)
             elif shard.sharding_type == ShardingType.TABLE_ROW_WISE.value:
                 # pyre-ignore [16]
                 host_id = shard.ranks[0] // self._local_size
-                ranks = list(
-                    range(host_id * self._local_size, (host_id + 1) * self._local_size)
-                )
+                ranks = list(range(host_id * self._local_size, (host_id + 1) * self._local_size))
                 pooling_factor = [pooling_factor[0] / self._local_size] * len(ranks)
                 emb_dims = emb_dims * len(ranks)
             elif shard.sharding_type == ShardingType.COLUMN_WISE.value: