diff --git a/.github/labels.yml b/.github/labels.yml
index c0a73eb..62338f8 100644
--- a/.github/labels.yml
+++ b/.github/labels.yml
@@ -9,7 +9,7 @@
 - name: duplicate
   description: This issue or patch/merge request already exists
   color: cfd3d7
-- name: enchancement
+- name: enhancement
   description: New feature or request
   color: a2eeef
 - name: good first issue
diff --git a/.github/workflows/labels.yml b/.github/workflows/labels.yml
index 7baa96f..d706bcb 100644
--- a/.github/workflows/labels.yml
+++ b/.github/workflows/labels.yml
@@ -7,23 +7,22 @@ on:
     paths:
       - '.github/labels.yml'
       - '.github/workflows/labels.yml'
-  pull_request:
-    paths:
-      - '.github/labels.yml'
-      - '.github/workflows/labels.yml'
 
 jobs:
   labeler:
     runs-on: ubuntu-latest
     steps:
-      -
-        name: Checkout
+      - name: Checkout
         uses: actions/checkout@v3
-      -
-        name: Sync labels using config
+      - uses: actions/create-github-app-token@v1
+        id: app-token
+        with:
+          app-id: ${{ secrets.GH_RTDEV_APP_CLIENT_ID }}
+          private-key: ${{ secrets.GH_RTDEV_APP_KEY }}
+      - name: Sync labels using config
         uses: crazy-max/ghaction-github-labeler@v5
         with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
+          github-token: ${{ steps.app-token.outputs.token }}
           yaml-file: .github/labels.yml
           dry-run: ${{ github.event_name == 'pull_request' }}
           exclude: |