Qwen Training Desktop Ops

Qwen Training Desktop Ops

Use this skill for the local Qwen Training Workbench desktop surface, not just the long-running training lane behind it.

Workflow

1. Treat the desktop shell and the 9041 worker as one owned local contract.
2. Validate the backend first:
   • http://127.0.0.1:9041/health
   • http://127.0.0.1:9041/ready
   • http://127.0.0.1:9041/v1/training-agent/status
3. Launch only through the canonical repo-owned desktop entrypoint.
4. Confirm the shell loads the worker UI from http://127.0.0.1:9041/ instead of drifting to a packaged or remote surface.
5. Prefer worker truth over renderer assumptions for queue, campaigns, jobs, and submissions.
6. Keep the operator flow explicit:
   • desktop start
   • worker readiness
   • campaign or job submission
   • active and queued job visibility
   • artifact and runtime inspection
7. Restart the desktop after Electron-shell changes. Do not claim UI fixes without a real relaunch.

Canonical Commands

Desktop launch:

powershell -ExecutionPolicy Bypass -File `
  <training-workbench-root>\tools\start_qwen_training_workbench_desktop.ps1

Worker lifecycle:

powershell -ExecutionPolicy Bypass -File `
  <training-workbench-root>\tools\start_qwen_training_workbench_agent.ps1

powershell -ExecutionPolicy Bypass -File `
  <training-workbench-root>\tools\stop_qwen_training_workbench_agent.ps1

powershell -ExecutionPolicy Bypass -File `
  <training-workbench-root>\tools\get_qwen_training_workbench_agent_status.ps1

Health checks:

curl http://127.0.0.1:9041/health
curl http://127.0.0.1:9041/ready
curl http://127.0.0.1:9041/v1/training-agent/status
curl http://127.0.0.1:9041/v1/training-agent/jobs
curl http://127.0.0.1:9041/v1/training-agent/campaigns

Runtime Truth

Prefer these surfaces as the source of truth:

• apps/qwen-training-desktop/
• apps/local_dashboard/
• tools/qwen_training_workbench_agent.py
• evidence/agent_runtime/qwen_training_workbench_agent_state.json
• evidence/agent_runtime/jobs/
• evidence/agent_runtime/submissions/

Scope Boundary

Use this skill for the training desktop shell, launcher, worker coupling, and operator-facing runtime views.

Do not use this skill for:

1. dataset-factory or continuation-batch decision making without the desktop/operator context
2. generic Electron packaging work outside this app
3. docs-only wording cleanup

References

• references/ops-checklist.md
• references/runtime-surfaces.md