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Most image prompts that fail share the same shape. They start with a subject, sprinkle some adjectives, and end with a vague stylistic note. The output looks like AI image generation in the way that earlier AI work used to look. Almost right, slightly composite, missing the specificity that makes a real image feel intentional.
The prompts that consistently produce work I keep follow a different shape. Six specific elements in a specific order. Subject, action, setting, style, lighting, composition. Each one is a discrete instruction. The order matters. The model uses each element as a separate constraint rather than averaging across a paragraph of descriptors.
Below is what each element does, followed by six worked examples you can copy and paste tonight across different kinds of image work.
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The Framework
Six elements, one specific order.
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Subject. Who or what is in the frame. Specific without overload. "Woman in her thirties" is stronger than "person."
Action. What the subject is doing. Small actions over poses. "Adjusting a sleeve" produces a real moment. "Standing" produces a static composite.
Setting. Where the subject is. One short clause anchoring the space. "In a sunlit kitchen with marble countertops" is enough.
Style. The visual register. Named modes over adjective stacks. "Editorial photography" carries more weight than "cinematic, dramatic, professional."
Lighting. The element that shifts the entire output most. Direction and quality. "Soft window light from the left" beats "good lighting."
Composition. The final note. Framing, angle, depth of field. Goes last because the final descriptor carries the most weight in the output.
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Six Examples to Try
Copy. Swap the variables. Generate.
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EXAMPLE 01 EDITORIAL PORTRAIT
Woman in her thirties with shoulder-length brown hair, reading a book and pausing mid-page, in a quiet corner of an independent bookstore, editorial photography in the style of a Sunday newspaper magazine, soft afternoon window light from the left casting warm shadows, close-up framing with shallow depth of field and the subject slightly off-center.
For author photos, profile pieces, lifestyle features, founder portraits.
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EXAMPLE 02 LUXURY PRODUCT
Amber glass perfume bottle with brass detailing, sitting still on the surface with a single dried botanical placed beside it, on a textured Carrara marble countertop, editorial product photography for a luxury brand, morning sunlight streaming in from the left at a low angle creating soft elongated shadows, square composition shot on medium format with the bottle centered and the botanical breaking the negative space.
For perfume, skincare, jewelry, premium ecommerce, magazine product shots.
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EXAMPLE 03 LIFESTYLE MOMENT
Man in his forties wearing a wool sweater, pouring coffee from a copper kettle into a ceramic mug, in a small kitchen with herringbone tile and a window above the sink, candid lifestyle photography with the warmth of a slow Sunday morning, soft overcast daylight filtering through the window from the right, medium shot framing with the subject sharp and the kitchen softly blurred behind him.
For brand storytelling, About pages, lifestyle marketing, slice-of-life content.
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EXAMPLE 04 EDITORIAL ILLUSTRATION
An empty rocking chair facing a window, slowly swaying as if just left, in an old wooden front porch overlooking a misty field at dawn, conceptual editorial illustration in muted painterly style, cool blue and gray morning light with one warm interior glow behind the chair, wide composition with the chair off-center to the right and the field stretching into negative space on the left.
For newsletter article images, magazine illustrations, conceptual editorial work.
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EXAMPLE 05 BRAND HERO
A handcrafted leather backpack, hanging from a single hook against a wall, in a minimal artisan workshop with concrete floors and warm wood beams, luxury brand campaign photography with magazine cover gravity, dramatic side lighting from the right creating sculptural shadows across the leather, vertical composition with the backpack as the focal point and negative space above and below for headline overlay.
For landing pages, ad creative, campaign launches, premium brand visuals.
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EXAMPLE 06 ATMOSPHERIC SCENE
A small wooden boat tied to a weathered dock, drifting gently with the current, on a quiet lake surrounded by pine forest at first light, atmospheric landscape photography with painterly color grading, low warm sunrise light cutting through morning mist with long shadows on the water, wide composition with the boat anchored in the lower-third and the mist receding into the distance.
For newsletter headers, blog banners, travel content, mood pieces, hero backdrops.
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How to Adapt These
Three rules for making them yours.
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Swap one element at a time. Take any example above and change only the subject. Then run it again and change only the lighting. The technique that builds your sense of how each element shifts the output is varying one variable while holding the rest constant.
End with what matters most. The composition cue carries the most weight because the final descriptors in a prompt influence the output more than the middle ones. If you want the model to honor a specific aesthetic above all else, move it to the end.
Generate three before judging any. The first generation is rarely the keeper. Generate three or four variations of the same prompt before deciding whether the prompt is working. The image you would have kept on the first generation often pales next to the third or fourth interpretation.
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The framework becomes reflexive faster than people expect. Two weeks of writing prompts in this format and the order starts to land without thinking about it. The shift in output quality compounds. By the thirtieth prompt, the framework is no longer something you reach for. It is the way you write.
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I am putting together an expanded pack with thirty image prompts built around the framework. Portraits, products, scenes, editorial, brand work, fashion. Each one tested. Each one ready to paste.
Want it when it ships? Reply with send me the image pack and I will get it to you.
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A QUESTION FOR YOU
Which element do you usually skip?
Reply and tell me. The element most creators skip is the one where the easiest improvement to their work is hiding.
If this resonated, forward it to a creator who has been writing prompts as adjective lists.
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Until next time,
Luxe Prompting
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Luxe Prompting
AI Image Generation for Creators
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