diff --git a/.github/workflows/ci-stability.yaml b/.github/workflows/ci-stability.yaml
index c5345bbd42d3..c55b78d1c0aa 100644
--- a/.github/workflows/ci-stability.yaml
+++ b/.github/workflows/ci-stability.yaml
@@ -20,15 +20,22 @@ jobs:
   trigger-ci:
     runs-on: ubuntu-latest
     steps:
+      - name: Generate GitHub app token
+        id: github-app-token
+        uses: actions/create-github-app-token@5d869da34e18e7287c1daad50e0b8ea0f506ce69 # v1.11.0
+        with:
+          app-id: ${{ secrets.APP_ID }}
+          private-key: ${{ secrets.APP_PRIVATE_KEY }}
       - name: Checkout repository
         uses: actions/checkout@v3
         with:
           fetch-depth: 0
+          token: ${{ steps.github-app-token.outputs.token }}
       - name: Get open pull requests and save to file
         run: |
           gh pr list --json number,labels > open_prs.json
         env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_TOKEN: ${{ steps.github-app-token.outputs.token }}
       - name: Process PRs
         id: process_prs
         run: |
@@ -40,7 +47,7 @@ jobs:
           echo "pr_numbers_with_verify_stability=$pr_numbers_with_verify_stability" >> $GITHUB_OUTPUT
           echo "pr_numbers_with_verify_stability_merge_master=$pr_numbers_with_verify_stability_merge_master" >> $GITHUB_OUTPUT
         env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_TOKEN: ${{ steps.github-app-token.outputs.token }}
       - name: Merge master branch (if applicable) and push a single commit
         if: steps.process_prs.outputs.pr_numbers_with_verify_stability != ''
         run: |
@@ -71,4 +78,4 @@ jobs:
             git push origin $pr_branch
           done
         env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_TOKEN: ${{ steps.github-app-token.outputs.token }}