Cultural Book Creative Ceremonial Poster

At a glance

Model

GPT-image-2

Use cases

Xiaohongshu covers, event posters, official account headers

Audience

Social media managers, graphic designers, content creators

Problem solved

Having theme text but not knowing how to make a memorable main visual

Subject

Public space subject and prompt text

Core style

Minimalist, Retro

Aspect ratio

Choose 1:1, 4:5, 16:9, or 9:16 based on the publishing platform

Difficulty

Medium, replacing clear variables first will be more stable.

Variable replacement guide

Best use cases

A cultural creative poster design with books as the core concept, using hardcover books and steps stacked from books as the main visual subject, combined with golden silhouette figures, precise architectural line drawings, and an elegant dark red background, displaying a strong sense of ceremony and modern academic style. It is more suitable for Xiaohongshu covers, event posters, and official account headers that require fast finalization. The target users are social media managers, graphic designers, and content creators. Its core value is not piling up style words, but solving the pain point of 'having theme text but not knowing how to make a memorable main visual': first lock down the subject and composition, then replace variable information, allowing the same template to serve multiple topics.

Visual style

The style tone of "Cultural Book Creative Ceremonial Poster" is minimalist and retro. When analyzing the image, prioritize reading the readable text hierarchy, character poses and shot types, and minimalism, followed by the relationship between the public space subject and the prompt text and background; negative space, hierarchy, and color only serve this main relationship. The final result is more like a finished product that can be directly used for Xiaohongshu covers, event posters, and official account headers, rather than a style experiment.

How to generate a new image

1. 1Copy the full "Cultural Book Creative Ceremonial Poster" prompt, retaining descriptions of style, subject, composition, material, lighting, and aspect ratio.
2. 2Prioritize changing slots like Book and Background Tone Color, Typography Text, while keeping the style and camera descriptions intact for now.
3. 3Generate 2-4 images in GPT-image-2 or your favorite image tool with default parameters. Refer to 1:1, 4:5, 16:9, or 9:16 for the aspect ratio.
4. 4Check against the target public information poster: is the subject clear? Is the information hierarchy readable? Are the colors and style close to the preview?
5. 5If it deviates from expectations, reduce background noise first, then reinforce the core style words or adjust the aspect ratio, avoiding changing too many variables at once.

Prompt remix example

Book and Background Tone Color: red Typography Text: City Bookstore New Store Opening

Book and Background Tone Color: a clean public restroom sink area Typography Text: New Product Launch

After making this modification, the image still retains the minimalist style and composition logic of the public information poster, but the subject, text, or aspect ratio will change to fit a new publishing scenario, making it more suitable for directly generating another usable image.

A standing a clean public restroom sink area hardcover book and steps stacked from books serve as the main visual. Next to the steps is a delicate architectural line drawing, with a silhouette of a person reading a book sitting on the steps. The background is a noble dark red, presenting an overall minimalist poster style with a heavy sense of ceremony and cultural heritage. One side of the screen features an exquisite typographic design and artistic Chinese typography: "New Product Launch".

Model and parameter tips

• GPT-image-2：Suitable for Chinese comprehension, typography, and complex image relationships. When generating public information posters, it is recommended to directly write out the subject, aspect ratio, and purpose.
• Midjourney：Suitable for strengthening style atmosphere and composition reference. You can append aspect ratio parameters, but the stability of Chinese text may fluctuate.
• FLUX：Suitable for clear subjects, photographic texture, and graphic structures. Use natural language descriptions and reduce imperative parameters that the platform might not recognize.

How to improve weak results

• If the subject of the "Cultural Book Creative Ceremonial Poster" is not prominent, you can write "centered main visual", "clear outline", "large area of negative space", or directly name the core object of the public information poster.
• When the style drifts, adding "minimalism", "high contrast hierarchy", "clear materials" is more effective than just adding emotional words.
• When the image is messy, cut background elements, edge annotations, decorative symbols, and subtitles first, leaving only the most important layer of information.
• Blurry or messy text: shorten the copy, emphasize letter spacing, negative space, hierarchy, and readability, and reduce decorative strokes if necessary.
• If the colors are wrong, clearly write the main color, background color, brightness, and saturation, avoiding just writing "premium feeling" or "atmospheric".
• If the platform aspect ratio is incorrect, change it to 1:1 / 4:5 / 16:9 / 9:16, and simultaneously reduce the density of small text.