Print-Ready Agent Workflows

Guidance for agents preparing artwork, mockups, and Creative Studio outputs for production review.

Use reference files deliberately

For apparel and logo fidelity, pass each important reference as a separate reference image with role metadata.

  • Use role=logo for exact customer logo assets.
  • Use role=product for garment or product photos that should drive color and shape accuracy.
  • Use role=style or role=layout for inspiration that should not override logos or product references.

Prepare artwork for production review

designgen_print_prep (operation "prepare") can plan and run background cleanup, upscaling, vectorization, and knockout previews under one workflow approval.

  • Use workflowApprovalId for bounded multi-step print-prep work.
  • Treat final files as production-ready candidates until AMS production review completes.
  • Use Ultra Max and high thinking budget when small details, logo fidelity, or final customer-facing artwork matter.