diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..20c2e80
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,31 @@
+name: Continuous Integration
+
+on:
+  push:
+    branches:
+      - 'master'
+    tags:
+      - '*'
+  pull_request:
+    types:
+      - 'opened'
+      - 'synchronize'
+  workflow_dispatch:
+  schedule:
+    # Schedule every Saturday at 00:30 UTC
+    - cron: '30 0 * * 6'
+
+jobs:
+  python-ci:
+    uses: epsy/python-workflows/.github/workflows/python-ci.yaml@ykaiser/support-od
+    with:
+      package-folder: od
+      python-versions: |
+        [
+          '2.7',
+          'pypy2',
+          '3.5',
+          'pypy3',
+          '3.6',
+          '3.7'
+        ]
diff --git a/setup.py b/setup.py
index d87e81b..9c3fc0f 100755
--- a/setup.py
+++ b/setup.py
@@ -11,6 +11,9 @@
     author='Yann Kaiser',
     author_email='kaiser.yann@gmail.com',
     py_modules=('od', 'test_od'),
+    extras_require={
+        'test': ['unittest2', 'repeated_test'],
+    },
     tests_require=['unittest2', 'repeated_test'],
     test_suite='unittest2.collector',
     keywords=[
diff --git a/tox.ini b/tox.ini
index 4860e6f..c85bf7c 100644
--- a/tox.ini
+++ b/tox.ini
@@ -6,6 +6,17 @@ skipsdist=true
 3.5 = py35, coveralls, pyflakes
 pypy3 = test-pypy3
 
+[gh-actions]
+python =
+    3.5: py35
+    pypy3: pypy3
+    3.6: py36
+    3.7: py37
+    3.8: py38
+    3.9: py39
+    3.10: py310
+    3.10-dev: py310
+
 [testenv]
 deps=
     unittest2