add precommit ci

.github/workflows/precommit.yaml

@@ -0,0 +1,21 @@
+name: pre-commit checks
+
+on:
+  pull_request:
+  push: { branches: [main] }
+  workflow_dispatch:
+
+jobs:
+  pre-commit-checks:
+    runs-on: ubuntu-22.04
+    steps:
+    - name: Checkout Repo
+      uses: actions/checkout@v3.3.0
+    - name: Setup Python
+      uses: actions/setup-python@v4.5.0
+      with:
+        python-version: '3.10'
+    - name: Install pre-commit and Jupyter
+      run: pip install pre-commit==3.3.3 jupyter==1.0.0
+    - name: Run pre-commit checks
+      run: pre-commit run --show-diff-on-failure