diff --git a/task-templates/workflow/scope-decompose-sonnet@1.yaml b/task-templates/workflow/scope-decompose-sonnet@1.yaml
index 5de1376..4c54384 100644
--- a/task-templates/workflow/scope-decompose-sonnet@1.yaml
+++ b/task-templates/workflow/scope-decompose-sonnet@1.yaml
@@ -61,16 +61,6 @@ nodes:
       Include "airouter-eligible" in tags only for single-file, self-contained
       tasks that Qwen3.6 can handle alone. Omit tags for complex multi-file tasks.
 
-      After writing decompose.json, run this Python command to create the work items:
+      After writing decompose.json, run this command to create the work items:
 
-      python3 -c "
-      import sys, os
-      sys.path.insert(0, '/opt/agent')
-      cp_url = os.environ.get('CP_URL', 'http://controlplane.agent-runtimes.svc.cluster.local:8100').rstrip('/')
-      from actions.decompose_work_items import decompose_work_items_action
-      decompose_work_items_action(
-          {'cp_url': cp_url, 'plan_path': '/workspace/.agent-output/decompose.json'},
-          {}
-      )
-      print('decompose_work_items: done')
-      "
\ No newline at end of file
+      python3 -m lib.cp_cli planner items decompose ${item.uuid} --file /workspace/.agent-output/decompose.json
\ No newline at end of file