diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 00000000..027eef04
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,27 @@
+name: Upload to PyPI
+
+on:
+  release:
+    types: [published]
+
+jobs:
+  Upload:
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v2
+
+    - name: Setup python
+      uses: actions/setup-python@v2
+
+    - name: Build wheel and source tarball
+      run: |
+        python setup.py sdist
+
+
+    - name: Publish to PyPI
+      uses: pypa/gh-action-pypi-publish@release/v1
+      with:
+        user: __token__
+        password: ${{ secrets.PYPI_COSMOSIS_UPLOAD }}
diff --git a/cosmosis/version.py b/cosmosis/version.py
index dd9570a8..2dda8e8e 100644
--- a/cosmosis/version.py
+++ b/cosmosis/version.py
@@ -1 +1 @@
-__version__ = '0.5.12'
+__version__ = '0.5.13'