diff --git a/.github/workflows/add-remove-labels.yml b/.github/workflows/add-remove-labels.yml
index 31a6fd705..1665ccb89 100644
--- a/.github/workflows/add-remove-labels.yml
+++ b/.github/workflows/add-remove-labels.yml
@@ -38,10 +38,18 @@ jobs:
 
       - name: Acknowledge the review with thumbs up reaction
         if: ${{ github.event.review }}
-        uses: peter-evans/create-or-update-comment@v4
-        with:
-          comment-id: ${{ github.event.review.id }}
-          reactions: '+1'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          REVIEW_COMMENT_ID: ${{ github.event.review.id }}
+          REPO_NAME: ${{ github.event.repository.name }}
+          REPO_OWNER: ${{ github.event.repository.owner.login }}
+        run:
+          gh api \
+          --method POST \
+          -H "Accept: application/vnd.github+json" \
+          -H "X-GitHub-Api-Version: 2022-11-28" \
+          /repos/$REPO_OWNER/$REPO_NAME/pulls/comments/$REVIEW_COMMENT_ID/reactions \
+          -f "content=+1"
 
       - uses: actions/checkout@v4