diff --git a/.github/workflows/auto-rebase.yml b/.github/workflows/auto-rebase.yml
new file mode 100644
index 0000000000..f8b0444ee3
--- /dev/null
+++ b/.github/workflows/auto-rebase.yml
@@ -0,0 +1,25 @@
+on:
+    # Run on every push on every branch
+    push:
+        branches-ignore:
+            # Ignore branches automatically created by github-rebase
+            - rebase-pull-request**
+            - cherry-pick-rebase-pull-request**
+    # Run when pull requests get labeled
+    pull_request:
+        types: [labeled]
+jobs:
+    auto-rebase:
+        name: AutoRebase
+        runs-on: ubuntu-latest
+        steps:
+            - uses: Label305/AutoRebase@v0.1
+              with:
+                  # We can't use the built-in secrets.GITHUB_TOKEN yet because of this limitation:
+                  # https://github.community/t5/GitHub-Actions/Triggering-a-new-workflow-from-another-workflow/td-p/31676
+                  # In the meantime, use a token granting write access on the repo:
+                  # - a GitHub App token
+                  #   See https://github.com/marketplace/actions/github-app-token.
+                  # - a personal access token
+                  #   See https://help.github.com/en/articles/creating-a-personal-access-token-for-the-command-line.
+                  github_token: ${{ secrets.AUTOREBASE_TOKEN }}