diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 00000000..58992121
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,25 @@
+stages:
+  - generate-readme
+
+generate_readme_job:
+  stage: generate-readme
+  image: python:3.10
+  script:
+    - pip install --upgrade pip
+    - |
+      if [[ $(git log -1 --pretty=%B) == "Auto-updated README" ]]; then
+        echo "Skipping job for automated commit."
+        exit 0
+      fi
+    - python script/generate_readme.py
+    - git diff --exit-code || echo "Changes detected!"
+    - git config --global user.email "ci@gitlab.ms-ds.org"
+    - git config --global user.name "GitLab CI"
+    - |
+      if ! git diff --cached --quiet; then
+        git add README.md
+        git commit -m "Auto-updated README"
+        git push origin main
+      fi
+  only:
+    - main