diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index 8b6665f..63e924b 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -61,8 +61,10 @@ jobs:
           configuration-path: .github/auto_label.yml
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      - uses: pascalgn/automerge-action@v0.16.4
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          MERGE_LABELS: "automerge,!WIP,!do-not-merge"
-          MERGE_METHOD: squash
+      - run: echo "automerge=$(gh api repos/${{ github.repository }}/issues/${{ github.event.pull_request.number }}/labels | jq -r '.[].name' | grep -qw 'automerge' && echo true || echo false)" >> $GITHUB_ENV
+      - uses: daneden/enable-automerge-action@v1.0.2
+        if: env.automerge == 'true'
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          allowed-author: "dependabot[bot]"
+          merge-method: SQUASH