diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..c926ace1
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,29 @@
+name: doccano CI
+
+on: [push, pull_request]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python 3.8
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.8
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install pipenv
+        pipenv sync --dev
+    - name: Run migrations
+      run: |
+        pipenv run wait_for_db
+        pipenv run migrate
+      working-directory: ./app
+    - name: Run tests
+      run: |
+        pipenv run test
+      working-directory: ./app
diff --git a/Pipfile b/Pipfile
index 9517d208..9dedfe93 100644
--- a/Pipfile
+++ b/Pipfile
@@ -40,6 +40,13 @@ whitenoise = "*"
 dj-database-url = "*"
 python-jose = "*"
 pyexcel-xlsx = "*"
+lockfile = "*"
 
 [requires]
 python_version = "3.8"
+
+[scripts]
+isort = "isort . -c"
+wait_for_db = "python manage.py wait_for_db"
+test = "python manage.py test api.tests"
+migrate = "python manage.py migrate"
diff --git a/Pipfile.lock b/Pipfile.lock
index 26d65838..02227f89 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "7a101e25710dcef37ef85bbe7c5f3dd6b32e9e0af6e464f640433484e8534340"
+            "sha256": "c526ff500b5455d7a06d1c54ffe82f875617ed24cb53ac309b0414bd15e539eb"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -315,6 +315,14 @@
             ],
             "version": "==0.1.0"
         },
+        "lockfile": {
+            "hashes": [
+                "sha256:6aed02de03cba24efabcd600b30540140634fc06cfa603822d508d5361e9f799",
+                "sha256:6c3cb24f344923d30b2785d5ad75182c8ea7ac1b6171b08657258ec7429d50fa"
+            ],
+            "index": "pypi",
+            "version": "==0.12.2"
+        },
         "markupsafe": {
             "hashes": [
                 "sha256:00bc623926325b26bb9605ae9eae8a215691f33cae5df11ca5424f06f2d1f473",