A Practical Workflow for Reusable AI Image Prompts

Short summary

The article proposes treating AI image prompts as reusable specifications rather than one-off sentences, using a structured contract with fields like subject, purpose, composition, style, palette, and constraints. It covers assigning roles to reference images, generating controlled variants for meaningful comparison, reviewing outputs against real delivery slots, and saving prompt metadata for reproducibility. The approach turns image generation from improvisation into a reviewable, team-scalable workflow.

• •Define a prompt contract with stable fields (subject, style, palette, constraints) and pass changing values as data
• •Assign specific roles to reference images to control which visual properties transfer
• •Generate three controlled variants with one changed variable, review at final crop sizes, and save winning prompt metadata

Generated with AI, which can make mistakes.