Prompt Library

A prompt library should help make finished business assets. It should not become a drawer full of magic sentences that looked good once.

The strongest prompt starts with the job. Then it defines the subject, setting, composition, visual style, limits, and output shape. That gives the image model enough direction while leaving the artist room to judge the result.

The Reusable Prompt Framework

Create a [type of visual] for [business use]. Show [subject] in [setting or context]. Use [composition, camera, light, palette, and style]. Leave [location] clear for [headline, product copy, or interface]. Keep [brand, product, anatomy, text, and accuracy limits] consistent. Deliver in [aspect ratio and output format].

Replace every bracket with a real decision. If a decision does not matter, remove it. A shorter clear brief usually works better than a long prompt padded with visual adjectives.

Website Hero Image Kit

Business job: Establish the page mood and support the headline before the visitor scrolls.

Create a wide website hero image for [company and page purpose]. Show [subject] in [specific setting]. Use [lighting and palette] with one clear focal point. Keep the [left or right] third calm and uncluttered for the headline and button. Avoid visible words, logos, interface elements, and distracting details. Deliver at 16:9 with enough edge room for mobile cropping.

Test the image with the real headline before approving it. The hero succeeds when the picture and copy feel like one idea. The full website hero image workflow covers framing, cleanup, compression, and placement.

Product Scene Kit

Business job: Show a product clearly without changing the details a buyer expects to receive.

Create a [packshot or lifestyle scene] for [product]. Preserve the exact [shape, material, color, label position, and included parts]. Place it in [setting] with [light direction] and a clean commercial composition. Leave room for [price, feature copy, or button]. Do not invent logos, label text, accessories, or product features. Deliver in [square, portrait, or wide] format.

AI can build the scene, but the real product reference remains the authority. Check packaging, proportions, reflections, labels, and variant colors against it. Use the product mockup workflow for the full production sequence.

Comparison Graphic Kit

Business job: Make a difference visible faster than a paragraph can explain it.

Create a two-part comparison graphic showing [option A] and [option B]. Use the same viewing angle, scale, light, and background so the comparison is fair. Make [the important difference] easy to see. Leave a clean title area and two short label areas. Do not generate final text inside the image. Deliver in [format] for [page, presentation, or social use].

Add labels during editing. Generated lettering is too unreliable for final facts, measurements, product names, and prices.

Publishing Artwork Kit

Business job: Turn the subject and emotional promise of a book, article, or course into one visual idea.

Create a cover concept for [title or topic] aimed at [audience]. The central idea is [one-sentence concept]. Use [symbol, scene, or character] with [mood and palette]. Build a strong silhouette that remains clear at thumbnail size. Leave deliberate space for the title and author. Do not render words. Deliver in [portrait ratio and trim size].

A good cover concept creates curiosity without trying to summarize every chapter. The type, spine, and final print details belong in the editing stage.

Thumbnail Kit

Business job: Communicate one reason to click when the image is viewed very small.

Create a thumbnail background for [video or article topic]. Feature [one subject] with [clear expression, object, or visual contrast]. Use bold separation between subject and background, simple shapes, and a limited palette. Reserve [location] for no more than [number] words added later. Avoid tiny props, busy scenery, and generated text. Deliver at 16:9.

View the result at actual thumbnail size. If the focal point disappears, the composition is not finished.

Explainer And Infographic Kit

Business job: Help the reader understand a sequence, system, or relationship.

Create a clean visual concept for [process or system]. Show [number] stages moving from [start] to [finish]. Use a consistent visual language and clear space for labels added during editing. Emphasize [most important relationship]. Avoid decorative objects that do not explain the idea. Deliver in [wide or portrait] format.

Build the facts and labels outside the image model. The model can establish the visual metaphor, but a person must control the information.

Before The Prompt Leaves The Library

• Name the business result and final placement.
• Attach current product, brand, or character references.
• Set the aspect ratio before generation.
• List the details the model must preserve.
• Decide which text and facts will be added during editing.
• Check the result at the size and crop where people will actually see it.

These kits are starting points. The commercial workflows show what happens after the first image appears, and the guide to commercial asset systems explains how one prompt becomes a repeatable body of work.