Claude Prompts for a Modern Workwear Lookbook: One Shirt, Three Settings

One shirt. Three useful images. That sounds simple until the office version has a chest pocket, the café version loses it and the weekend version acquires a different collar.

A lookbook needs consistency before it needs more locations.

Use Claude to prepare a fixed garment description and three scene briefs. Generate them in ChatGPT with the same shirt reference, checking every result against the original.

Depop’s 2026 fashion report, released in December 2025, discusses renewed interest in repeatable wardrobe staples. This guide applies that idea to a small workwear-inspired image series.

Establish what the series is meant to show

Decide whether the shirt is a real product, something you own or an invented concept. Do not blur those categories.

For a real shirt, gather authorised images and verified details. Write a short record of colour, collar, pocket placement, buttons, sleeves and hem. Leave unknown material or performance information out.

In this workflow, Claude writes rather than generates the photograph; ChatGPT handles image creation.

Prompt 1: Ask Claude for a consistent scene plan

Build a three-image fashion lookbook brief around this shirt: [reference and visible details]. Keep the shirt, fictional adult model description and overall photographic style fixed. Plan office, café and weekend scenes. For each, specify one bottom, one footwear choice, a natural pose and an uncluttered setting. List the garment features that must be checked after generation. Do not invent fabric composition, stock or performance claims.

Review whether the brief has really kept the shirt constant. If a scene asks for rolled sleeves, record that as a deliberate styling change rather than allowing it to happen accidentally.

Prompt 2: Generate the office image

Create a full-length fictional adult outfit concept using the uploaded light-blue shirt reference. Preserve its pointed collar, single left chest pocket, visible buttons and sleeve construction as closely as possible. Pair it with charcoal straight trousers and brown loafers. Place the adult model in a minimal office atrium with natural window light. Keep the shirt unobstructed and show the complete outfit. No logos, lanyards or unreadable signs.

This shows a workwear direction, not universal office appropriateness. Your workplace may require a different level of formality.

Check the pocket first, then the collar and button spacing. Small changes matter when the article is about one recognisable shirt.

Prompt 3: Adapt the brief for the café

Write a ChatGPT image prompt for the café scene using the same shirt and fictional adult model. Change the trousers to dark straight jeans and retain understated shoes. Use a standing pose beside a plain café entrance so the shirt hem and front remain visible. Keep the photographic lighting natural. Explicitly prohibit a changed collar, missing pocket, new logos or an added jacket.

Paste Claude’s revised prompt into ChatGPT alongside the shirt reference. Do not rely only on the previous generated image, which may already contain deviations.

Avoid holding a cup across the chest if the point is to show the shirt.

Prompt 4: Plan the weekend frame and cover

Write two separate ChatGPT image prompts. First: the same shirt with beige straight trousers and simple white trainers in a quiet courtyard. Second: a landscape blog cover using that outfit with clear space for the exact headline “Claude + ChatGPT Workwear Lookbook” and the subtitle “One shirt. Three settings.” Keep the shirt details fixed, the adult model natural and all text readable.

These are two optional outputs from one planning instruction. Generate and inspect them separately rather than assuming a combined request will produce the exact set you need.

Review the series as a series

Place the three outfit concepts beside the original reference. Check collar shape, pocket count, visible fastening, sleeve treatment and colour drift.

Then assess the scenes. Has the weekend photograph become so stylised that it no longer belongs with the office frame? Correcting lighting or camera distance may improve coherence more than generating another location.

Do not label the series a real photoshoot or a tested product demonstration. If accurate catalogue representation is essential, retain real product photographs as the evidence.

Our striped-shirt prompt guide offers a further consistency exercise using a more demanding pattern.

Frequently asked questions

Can Claude create the final lookbook photographs?

It prepares the written briefs in this workflow. ChatGPT generates the images.

Is the same model guaranteed across images?

No. Reuse references and inspect the results; consistency is not automatic.

Should every look use the same trousers?

Not necessarily. Fix the shirt and change supporting pieces deliberately.

Can these prompts work for women’s workwear?

Yes. Specify the preferred adult model, garment shape, coverage and styling requirements.

Cover: AI-generated editorial concept. Pictured garments are fictional and are not verified TRYBUY.IN inventory or evidence of fit, materials or performance.