Content operationsCreate

Images, aesthetics, and LoRA

Compose character identity, pose, aesthetic, global resolution, and LoRA controls for repeatable image work.

Images, aesthetics, and LoRA — contract and behavior

  • Aesthetic presets and reusable styles provide bounded inputs rather than free-form prompt duplication.
  • Pose and LoRA matrices keep identity and composition choices explicit in advanced workflows.
  • Resolution and provider constraints are filtered globally before submission.
  • Generated image metadata retains the inputs needed to reproduce or audit the result without exposing provider secrets.

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