diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 0000000..a871d19
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,48 @@
+name: nbstripout
+
+on: [push]
+
+jobs:
+  test:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        # os: [ubuntu-latest, macos-latest, windows-latest]
+        os: [windows-latest]
+        # python-version: [3.5, 3.6, 3.7, 3.8]
+        python-version: [3.5]
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade setuptools wheel
+        # traitlets 4 does not support Python < 3.7
+        python -m pip install pytest 'traitlets<5' nbformat
+        python setup.py install
+    - name: Configure Git
+      run: git config --global init.defaultBranch main
+    - name: Run tests (Linux)
+      if: matrix.os == 'ubuntu-latest'
+      run: |
+        python setup.py test
+    - name: Run tests (MacOS)
+      if: matrix.os == 'macos-latest'
+      run: |
+        # Ignore test-hg.t as Mercurial is not installed
+        echo 'cramignore = test-hg.t' >> pytest.ini
+        python setup.py test
+    - name: Windows specific configuration
+      if: matrix.os == 'windows-latest'
+      shell: bash
+      env:
+        NBSTRIPOUT_EXE: ${{ env.pythonLocation }}\Scripts\nbstripout.exe
+      run: |
+        env
+        git config --global core.autocrlf true
+        echo NBSTRIPOUT_EXE=${NBSTRIPOUT_EXE}
+        ${NBSTRIPOUT_EXE} --help
\ No newline at end of file