Task by Task · Free local practice

Build a reusable portrait-editing task kit

Portable instruction kit. This example runs locally; files selected here stay in browser memory.

Package one source-led job

Reusable instructions guide an editor; they do not fine-tune a model or install an integration by themselves.

Take the technique to your next job

Follow this focused portrait-editing brief for the current job. Use the freshly attached permitted original as the appearance authority. Ask for intended use, requested change, destination crop/size and available editor if missing. Preserve source proportions, expression, visible age detail, hair, accessories, actual clothes and posture. Change only the approved light, background or layout. Keep photographed coverage; no invented body or hidden features. Make one candidate at a time, inspect source differences and name a narrow repair or stop. Do not claim approval, exact likeness or a completed export without the actual evidence. Keep previous subjects out of this job.

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