diff --git a/.github/workflows/spelling.yml b/.github/workflows/spelling.yml
new file mode 100644
index 00000000..458d728c
--- /dev/null
+++ b/.github/workflows/spelling.yml
@@ -0,0 +1,23 @@
+name: Spelling
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+jobs:
+  build:
+    name: Spelling
+
+    runs-on: ubuntu-18.04
+
+    steps:
+    - uses: actions/checkout@v1
+    - name: Install misspell and check
+      run: |
+        curl -L -o ./install-misspell.sh https://git.io/misspell
+        sh ./install-misspell.sh -b ~/bin
+        ~/bin/misspell .