add precommit workflow

.github/workflows/pre_commit.yml

@@ -0,0 +1,37 @@
+name: Lint, Test, Build, and Push Docker Image
+
+on:
+  push:
+    branches:
+      - '**'
+    tags:
+      - '**'
+  pull_request:
+    branches:
+      - '**'
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+
+      - name: Cache pre-commit environment
+        uses: actions/cache@v3
+        with:
+          path: |
+            ~/.cache/pre-commit
+          key: ${{ runner.os }}-pre-commit-${{ hashFiles('**/.pre-commit-config.yaml') }}
+          restore-keys: |
+            ${{ runner.os }}-pre-commit-
+
+      - name: Install dependencies
+        run: |
+          pip install pre-commit
+          pre-commit install
+
+      - name: Run pre-commit
+        run: |
+          pre-commit run --all-files