diff --git a/.github/workflows/lexi.yml b/.github/workflows/lexi.yml
new file mode 100644
index 000000000..36f1fbc34
--- /dev/null
+++ b/.github/workflows/lexi.yml
@@ -0,0 +1,18 @@
+name: Report readability
+
+# This action only works on pull request events
+on: pull_request
+
+jobs:
+    report-readability:
+        name: Report readability
+        runs-on: ubuntu-latest
+        steps:
+            - name: Checkout repo with history
+              uses: actions/checkout@v4
+              with:
+                  fetch-depth: 0
+            - uses: Rebilly/lexi@v2
+              with:
+                  github-token: ${{ secrets.GITHUB_TOKEN }}
+                  glob: 'docs/*.md'