diff --git a/.github/workflows/apply-clang-format.yml b/.github/workflows/apply-clang-format.yml
new file mode 100644
index 0000000..e4b16b9
--- /dev/null
+++ b/.github/workflows/apply-clang-format.yml
@@ -0,0 +1,15 @@
+name: Apply clang-format to PR
+
+on:
+  pull_request:
+    types: [labeled]
+
+jobs:
+  clang-format:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v1
+    - uses: InsightSoftwareConsortium/ITKApplyClangFormatAction@master
+      with:
+        github-token: ${{ secrets.GITHUB_TOKEN }}