diff --git a/.github/workflows/cleanup_workflow.yml b/.github/workflows/cleanup_workflow.yml
index 733637d8a73..b9c7e5bb0ae 100644
--- a/.github/workflows/cleanup_workflow.yml
+++ b/.github/workflows/cleanup_workflow.yml
@@ -1,3 +1,6 @@
+# This is a temporary solution until Github actions provide an official support for this.
+# Workflow ids are located here: https://api.github.com/repos/biolab/orange3/actions/workflows
+
 name: Cleanup workflow
 
 on:
@@ -5,9 +8,6 @@ on:
     branches:
       - master
 
-# This is a temporary solution until Github actions provide an official support for this.
-# Workflow ids are located here: https://api.github.com/repos/biolab/orange3/actions/workflows
-
 jobs:
   cancel:
     name: 'Cancel Previous Runs'
@@ -15,26 +15,8 @@ jobs:
     timeout-minutes: 3
 
     steps:
-      - name: Cleanup Linux workflow
-        uses: styfle/cancel-workflow-action@0.2.0
-        with:
-          workflow_id: 685155
-          access_token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Cleanup macOS workflow
-        uses: styfle/cancel-workflow-action@0.2.0
-        with:
-          workflow_id: 685156
-          access_token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Cleanup Windows workflow
-        uses: styfle/cancel-workflow-action@0.2.0
-        with:
-          workflow_id: 685157
-          access_token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Cleanup Documentation workflow
-        uses: styfle/cancel-workflow-action@0.2.0
+      - name: Cleanup workflow
+        uses: styfle/cancel-workflow-action@0.3.1
         with:
-          workflow_id: 685153
-          access_token: ${{ secrets.GITHUB_TOKEN }}
+          workflow_id: 685155, 685156, 685157, 685153, 685154
+          access_token: ${{ secrets.GH_ACCESS_TOKEN }}