# GPT Image 2.5 Prompts

> Source: <https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts>
> Published: 2026-09-16 06:47:52+00:00

**30 visual studies. 50 copyable prompts. Start with the picture; leave with a usable brief.**

An independent, open-source **GPT Image 2.5 prompt collection**, maintained by the **[gptimage25.ai project](https://gptimage25.ai)**. Explore campaign art, photographic portraits, miniature worlds, pixel art, graphic layouts and image-editing workflows through concrete visual examples.

The collection contains **30 illustrated cases + 20 original editing recipes = 50 prompts**, each in English and Chinese. Language versions are not counted as separate prompts. Every visual case includes a creator preview, a source link, our own copyable prompt, required inputs and a specific result check. Two cases intentionally document failures worth learning from.

**The images are creator/vendor source examples, not outputs generated with our rewritten prompts.** Our prompts are either visual reconstructions or editorial adaptations. A picture cannot reveal its exact original prompt, seed, hidden instructions or edit history. None of these rewritten prompts has been independently reproduced by this repository yet. Model attribution reflects the cited author or vendor, with comparison ambiguities noted on the affected cards.

[Read the OpenAI tutorial companion](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/docs/OFFICIAL_GUIDE.md) · [Browse 24 steps](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/docs/OFFICIAL_GUIDE.md#examples) · [中文导读](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/docs/OFFICIAL_GUIDE.zh-CN.md)

A separate guide to model choice, request parameters, prompting fundamentals, migration and result checks, with **24 prompt steps and 54 official Flare/Sunburst output previews**. Includes official prompt links, reference inputs, sequence dependencies and bilingual learning adaptations. These are separate from the 50 community prompts above; official images and wording are excluded from the MIT grant. The current page contains 24 individually prompted steps, rather than the reported 23.

1. Browse a picture and expand **Copy the prompt + inspect the result** .
2. Copy the English or Chinese version, and supply the listed references. For a new person or product, replace the example details with your own.
3. Generate in a tool that supports GPT Image 2.5. Check the actual selected model in that tool.
4. Compare the result against the card's review point: identity, spelling, object count, geometry or continuity.
5. Save the best image as your master, then use a [focused editing recipe](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/docs/REFINEMENTS.md) for the next revision.

[Explore gptimage25.ai](https://gptimage25.ai) · [Browse all cases](#gallery) · [20 editing recipes](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/docs/REFINEMENTS.md) · [Source register](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/docs/SOURCES.md) · [Contribute a case](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/CONTRIBUTING.md)

The website link opens the project homepage; it does not prefill a prompt. You can use this collection independently of the maintaining project.

| Goal | Start here | Inspect first | 
|---|---|---|
| Build a recognizable brand image | [Sage campaign](#sage-architecture) | Palette, silhouette and type placement | 
| Show a real product in context | [Travel product foreground](#travel-product-pov) | Label, grip and product proportions | 
| Get a photographic mood | [Subway stillness](#subway-stillness) | Sharp subject versus directional blur | 
| Make a dense imaginative scene | [Peony tea room](#peony-tea-room) | Person count and spatial scale | 
| Prepare sequential assets | [Clay hatchling](#clay-hatching-sheet) | Cell count, baseline and action order | 
| Fix something the model invented | [Unwanted lettering](#cyberpunk-without-copy) | Every sign, smooth surface and text region | 

| Label | Meaning | 
|---|---|
| **Visual reconstruction** | We inspected the image and wrote a plausible new brief; the exact source wording was not available in the retrieved post. | 
| **Editorial adaptation** | Source instructions were available; we wrote our own version with explicit changes and review criteria. Read the original at the linked source. | 
| **Not independently reproduced** | We checked the source and image, but did not test our rewritten prompt in an image-generation run. | 
| **Source failure / comparison** | The preview may include annotations or results from a comparison; read its qualification before drawing conclusions. | 

OpenAI describes **Flare** as fast everyday image generation and **Sunburst** as its option for workflows where editing precision matters most. These are model-positioning descriptions, not benchmark results from this repository. Select a model explicitly where your tool allows it; prompts requesting exact detail still need review. [Flare model card](https://developers.openai.com/api/docs/models/gpt-image-2.5-flare), [Sunburst model card](https://developers.openai.com/api/docs/models/gpt-image-2.5-sunburst).

Browse by creative task. Every case has a source preview and an expandable prompt.

An oversized curve frames the model while a quiet left column carries the brand.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2098200383143207088) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** No reference required; optionally attach the approved outfit.

## Copy the prompt + inspect the result

```
Design a horizontal campaign for the fictional clothing label VERDE. Place one adult model in a sage overshirt and ivory trousers on the right. Build the set from a pale green quarter-cylinder and one off-white arch. Let broad window shadows cross the floor. Set only "VERDE" in small widely spaced capitals at left. Keep the entire outfit and shoes visible. Use restrained fabric texture and believable contact shadows; no sale badges.
```

**Review:** Check full-body crop, brand spelling, and whether the curve competes with the face.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#sage-architecture).

Seated and standing poses create hierarchy without breaking the warm palette.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2098200383143207088) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None, or two consenting adult portrait references.

## Copy the prompt + inspect the result

```
Create a 4:3 clothing lookbook for an invented label called EARTHLINE. One adult sits forward on a low cube; another stands just behind, offset to the right. Dress them in tobacco, sand and rust cotton separates. Put a large burnt-orange disc on a textured beige wall. Preserve separate limbs and clear silhouettes. Add "EARTHLINE" at upper left and no other copy. Soft side light should reveal seams and folds without glossy skin.
```

**Review:** Count two people; inspect overlapping hands, shoe placement and the disc edge.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#terracotta-duet).

Blue and orange outfits echo the oversized shapes behind them.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2098200383143207088) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None.

## Copy the prompt + inspect the result

```
Art-direct a playful horizontal apparel image. An adult in powder-blue sportswear sits on the floor at left; an adult in apricot separates leans against a pink plinth at right. Use a pale peach wall, one sky-blue circle and one orange semicircle. Make the people the largest readable shapes. Keep both pairs of shoes in frame. Add the fictional word "DAYPLAY" at top right. Flat studio light, natural fabric, tidy shadows, no floating geometry.
```

**Review:** Check the blue/orange assignment and that pose differences read at thumbnail size.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#pastel-color-block).

A warm circular light separates dark clothing from a dark set.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2098200383143207088) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None; an outfit reference is optional.

## Copy the prompt + inspect the result

```
Photograph an adult fashion model seated diagonally on a dark bench, wearing a burgundy suede jacket, charcoal trousers and polished ankle boots. Build a deep aubergine studio set with a large amber light circle behind the upper body. Keep the face readable inside the moody exposure. Leave the upper-left corner free for small cream text reading "AFTER HOURS". Show suede nap, trouser folds and subtle boot reflections; no crushed-black limbs.
```

**Review:** Look for lost jacket edges, merged legs and unreadable dark fabric.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#burgundy-spotlight).

Printed-paper clothing blends into the wall while the face provides a focal point.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2097439899280372107) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** Optional adult face reference.

## Copy the prompt + inspect the result

```
Create an editorial portrait of an adult wearing a sculptural hooded coat made from folded newsprint. Cover the background with loosely aligned monochrome newspaper sheets. Use a few pale-yellow highlight bars as the only color accent. The face remains uncovered and sharply focused. Distinguish overlapping coat panels with real paper thickness and soft edge shadows. Treat newspaper text as nonessential texture, not factual reporting. No readable real mastheads or logos.
```

**Review:** Check face separation, paper folds and whether highlights accidentally become ad copy.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#newspaper-couture).

Patterned fabric, tile and animal plumage form three contrasting textures.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None.

## Copy the prompt + inspect the result

```
Make a square storybook-fashion portrait for an invented textile collection. An adult wears a broad bonnet and blouse in a botanical blue-and-ochre print, holding a calm white hen. Frame at chest height against worn turquoise tiles. Place a few yellow stems near the lower edge, away from the face. Distinguish cotton weave, feathers and ceramic glaze. Use soft frontal daylight and a quiet direct gaze. No slogans or decorative borders.
```

**Review:** Inspect fingers around the animal and pattern continuity across seams.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#folk-fashion).

A reaching hand creates depth above a dense foreground of white flowers.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None.

## Copy the prompt + inspect the result

```
Create a wide-angle editorial photograph of an adult leaning over a table covered in white blossoms. One open hand reaches toward the upper-right foreground; the other rests visibly on the table. Dress the model in a white shirt with a muted green necktie. Use a hand-painted blue backdrop and a few airborne petals. Keep the foreground hand anatomically clear, with five separated fingers and believable foreshortening. Focus on the eyes. No lettering or duplicated flower-covered arms.
```

**Review:** Inspect near-hand anatomy and depth order between petals, body and table.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#petal-foreshortening).

An oversized fruit makes familiar fashion materials feel unexpectedly tactile.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None.

## Copy the prompt + inspect the result

```
Create a surreal full-body fashion photograph with an adult leaning on a giant glossy raspberry, approximately shoulder height. Dress the model in an oversized pale-pink wool coat whose hem pools on the floor. Use a muted sage seamless studio and soft side light. Contrast fuzzy wool with the fruit's rounded translucent segments. Keep the model's weight visibly supported and all feet grounded. One fruit only. No dripping juice, captions or miniature extra people.
```

**Review:** Check relative scale, coat hem contact and whether fruit texture remains coherent.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#oversized-fruit-fashion).

An off-balance pose keeps a simple outfit and painted backdrop lively.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None; optional outfit reference.

## Copy the prompt + inspect the result

```
Photograph an adult model laughing while dropping onto one knee, arms extended naturally to either side. Use a pale-blue striped shirt, sand shorts, gray socks and green suede sneakers. A mottled hand-painted blue-gray studio backdrop continues onto the floor. Diffuse light should preserve wrinkles and shoe texture. Show the complete pose with room above the hands. Keep both shoulders attached correctly and grounded knee contact believable. No text, props or second person.
```

**Review:** Check shoulder joints, knee position and matching green shoes.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#expressive-lookbook).

A waist-down crop turns ordinary accessories into a graphic summer still life.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2097439899280372107) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None, or approved skate and audio-product photos.

## Copy the prompt + inspect the result

```
Make a horizontal summer accessories photograph, cropped from the mid-thigh down. An adult wears white quad roller skates with red wheels and striped athletic socks beside a turquoise concrete wall. One hand holds a rectangular silver cassette player at knee height. Harsh afternoon sun casts a crisp single shadow. Keep skate trucks mechanically plausible and the handle continuous through the hand. No face, typography, extra feet or invented brand marks.
```

**Review:** Count four wheels per skate where visible; inspect handle and hand contact.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#roller-skate-still-life).

A product held toward the camera stays dominant over a recognizable travel setting.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2097439899280372107) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** A product photo and an authorized adult portrait.

## Copy the prompt + inspect the result

```
Use image 1 for the exact unbranded sunscreen bottle and image 2 for an adult traveler. Make a candid holiday photograph on a sunlit Roman stone street. The traveler extends the bottle toward the lens; its front label is parallel to the camera and occupies one third of the frame height. Keep the smiling person and an ancient arch softly behind it. Match warm backlight with gentle fill on the label. Preserve bottle geometry, cap color and supplied text.
```

**Review:** Inspect fingers, front-label spelling and product scale; do not add efficacy claims.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#travel-product-pov).

A damp street, period bus and soft grain establish place and era.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2097420057919848639) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** One adult portrait you may edit.

## Copy the prompt + inspect the result

```
Using my uploaded adult portrait, make a candid London travel photograph with an early-1980s atmosphere. Keep my facial proportions and natural expression. Dress me in a brown wool coat over a simple knitted layer. Place an older red double-decker bus and Westminster architecture behind me on an overcast damp street. Use faded color-negative tones, gentle grain and imperfect tourist framing. Exclude modern screens and contemporary vehicles. Present it as a fictional period restyling, without fake date stamps.
```

**Review:** Check face identity, era cues and perspective; this is not a historical photograph.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#london-film-portrait).

Sharp facial detail and saturated flowers counter the train's horizontal blur.

**Editorial adaptation · Not independently reproduced**

[@weiinberg](https://x.com/weiinberg/status/2097539717973627013) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None; optional authorized adult portrait.

## Copy the prompt + inspect the result

```
Photograph an adult standing safely behind the platform warning line while a train passes behind them. Keep the eyes, face and orange flower bouquet sharp; let only the train stretch into horizontal motion blur. Use a cream knit sweater against cool gray station materials. A breeze lifts a few hair strands without blurring the face. Blend soft overhead light with warmer skin highlights. Portrait framing, natural pores and wool fibers. No platform-edge pose, extra hands, text overlays or smeared flowers.
```

**Review:** Blur should follow one direction and spare the person, hands and bouquet.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#subway-stillness).

Warm flash, colored practical light and a film-edge frame support the retro mood.

**Editorial adaptation · Not independently reproduced**

[@Goodmanprotocol](https://x.com/Goodmanprotocol/status/2097954772586557873) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** One adult portrait you are authorized to restyle.

Source uses public-figure likenesses. Use your own or an authorized reference when adapting the recipe.

## Copy the prompt + inspect the result

```
Restyle my adult portrait as an invented 1980s music-lounge snapshot. Preserve my facial structure and skin tone. Use a magenta tailored jacket, dark top and relaxed seated pose. Place a blurred red neon loop behind me with no readable words. Mix direct camera flash with warm amber room light. Add fine color-negative grain and modest highlight halation, but retain natural skin. Use a simple off-white print border rather than a real film-stock logo or forged timestamp.
```

**Review:** Compare facial landmarks before evaluating the nostalgic styling.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#neon-film-restyle).

The grazing horse provides a natural counterweight to the upright figure.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None; an authorized adult reference is optional.

## Copy the prompt + inspect the result

```
Photograph an adult in a weathered brown jacket and dark hat standing in an open grassy valley beside a grazing chestnut horse. The lead hangs loosely from one visible hand to the halter. Use an unposed documentary crop, muted early-autumn hills and thin overcast light. Keep animal anatomy credible and the rope continuous. Show wear in the jacket without adding dramatic dust. No riding action, second foreground horse or advertising text.
```

**Review:** Trace the lead from hand to halter and count visible legs.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#equestrian-candid).

A single oversized accessory interrupts a close portrait against deep black.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None, or an authorized adult portrait.

## Copy the prompt + inspect the result

```
Make a close night portrait of an adult with slick dark hair and a large cobalt fabric flower beside one temple. Use direct on-camera flash so the face is bright and the background falls to black. Keep pores, flyaway hairs and the woven flower edges visible. The flower must attach beside the ear rather than grow from the skin. Use a plain charcoal shirt and a slight forward lean. No beauty retouching, surreal extra eyes or writing.
```

**Review:** Keep highlights recoverable on forehead and nose; inspect the accessory attachment.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#flash-flower-portrait).

Warm practical light turns period electronics into environmental storytelling.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None.

## Copy the prompt + inspect the result

```
Photograph an adult seated in a walnut-paneled listening room, holding a copper rotary-phone receiver to one ear. Let the coiled cable run clearly to its base on a small round table. Place one old CRT television and a stereo in the background. Use amber lamplight, cream cotton clothing and subtle color-negative grain. Keep the pose quiet and the eyes lowered. No smartphones, extra receivers, brand labels or disconnected cable ends.
```

**Review:** Follow the cable, inspect receiver grip and make sure room objects share one perspective.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#rotary-phone-room).

A glance over the shoulder connects the close subject with a receding street.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None, or an authorized adult portrait.

## Copy the prompt + inspect the result

```
Make an early-digital-camera-style photograph of an adult turning toward the camera beside a metal pedestrian railing. Use a short copper haircut, plain white tank top and small dark shoulder bag. An older dense city street recedes behind them with closed shutters and weathered concrete. Use hard overhead daylight, mildly clipped bright areas and modest sensor grain. Keep the face sharp but avoid studio polish. Background signs remain soft and incidental; no promotional copy.
```

**Review:** Inspect railing continuity, arm anatomy and the balance of grain versus facial detail.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#digicam-street).

The low camera separates the bicycle from the skyline and foreground obstacle.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None.

## Copy the prompt + inspect the result

```
Capture a staged BMX jump on a closed street at dusk. Place the camera low beside a sticker-covered red hydrant, with an adult rider and black bicycle airborne beyond it. Use blue-to-peach twilight and gentle flash fill on the rider. Show the complete bike, two round wheels, continuous frame tubes and both hands on the bars. Keep the horizon low. Freeze the trick without turning spokes into solid discs. No crowd, traffic or added lettering.
```

**Review:** Inspect wheel ellipses, frame joints, pedals, fingers and obstacle clearance.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#bmx-twilight).

A monochrome cutout and red disc leave a simple, legible text column.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2097439899280372107) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** One adult portrait and approved name, role and handle.

## Copy the prompt + inspect the result

```
Use the attached consenting adult portrait to design a 16:9 introduction card. Convert the person to neutral black and white, crop at the waist and place them on the left. Add a flat vermilion circle behind the head on a solid near-black canvas. Right column, exactly three lines: "JAMIE PARK", "Creative Developer", "@jamiecreates". Use a bold first line and lighter supporting lines, aligned left. Keep the face recognizable and all type clear of the silhouette.
```

**Review:** Proofread every character. Check the cutout around hair and folded arms.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#creator-title-card).

A large portrait anchors smaller prints, notes and a distressed headline.

**Editorial adaptation · Not independently reproduced**

[@Gdgtify](https://x.com/Gdgtify/status/2097438835328369117) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None. Use supplied archival images if factual accuracy is required.

Source compares four models and real public figures. We show the first attachment as a comparison reference; our prompt deliberately uses a fictional subject and a single poster.

## Copy the prompt + inspect the result

```
Create one documentary-style poster about a fictional ocean explorer named MARA VALE. A large monochrome portrait occupies the left third. Overlap five smaller white-bordered prints showing a boat, a field notebook, a harbor, a diving helmet and a weather station. Use tobacco-toned paper, silver-gray photographs and visible print edges. Put only "MARA VALE" across the top. Treat all documents as invented set dressing. Keep the collage readable, with no real archival claims or extra biographical text.
```

**Review:** Count five inset prints and inspect hierarchy. Generated memorabilia is fictional.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#documentary-memory-board).

Chunky lettering and rough print texture make a compact three-level hierarchy.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None; replace the three approved copy strings before use.

## Copy the prompt + inspect the result

```
Design a landscape risograph-style announcement for a fictional creative club. Use sky-blue paper, a cream irregular central shape and vermilion block lettering. Main text: "MAKE SOMETHING". Small top burst: "THIS WEEKEND". Bottom line: "IDEAS WELCOME". Give the main text roughly half the image height. Add sparse star shapes and slight ink misregistration, but keep all letters readable. No extra slogans, dates or logos. The output is a poster image, not an editable vector.
```

**Review:** Read at phone size, then check spelling and letter overlaps at full size.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#riso-announcement).

Loose washes surround a readable tailored silhouette on white paper.

**Visual reconstruction · Not independently reproduced**

[@bananaprompts](https://x.com/bananaprompts/status/2097453650100547924) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** An outfit photo; optional identity reference.

## Copy the prompt + inspect the result

```
Translate the supplied outfit into a full-length fashion illustration. Preserve its cut, belt placement, neckline and trouser width. Draw the adult figure with economical charcoal-black contour lines and warm beige watercolor washes. Let a few unfinished strokes trail beyond the hem, while the face and garment construction stay legible. Leave generous white paper around the figure. Show both feet and a light ground mark. Do not turn fabric folds into extra limbs or add captions.
```

**Review:** Check neckline, belt knot, hands and whether washes obscure the silhouette.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#ink-fashion-study).

A winding dragon silhouette makes the vertical fortress readable from a distance.

**Editorial adaptation · Not independently reproduced**

[@RealAstropulse](https://x.com/RealAstropulse/status/2097424407320809563) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None.

Source is a GPT Image 2.5 / Retro Diffusion comparison. Image 1 is shown in the author's listed order; per-image model provenance is not independently verified.

## Copy the prompt + inspect the result

```
Draw a square pixel-art fantasy scene with one copper-red dragon spiraling around a narrow mountain keep. Keep the tower entrance visible below the coil. Separate the dragon wing, tail and neck through clearly stepped silhouettes. Use a sunset apricot sky, violet distant ridges and dark fir trees at the bottom edge. Place a tiny warm light in one window to indicate scale. Restrict the palette and preserve hard pixel clusters; no airbrushed edges or title lettering.
```

**Review:** Trace one continuous dragon body and inspect repeated windows and pixel consistency.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#dragon-tower).

Translucent petals act as architecture, with tiny people providing the scale.

**Editorial adaptation · Not independently reproduced**

[@johnAGI168](https://x.com/johnAGI168/status/2097523873059147957) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None.

## Copy the prompt + inspect the result

```
Stage a wide cinematic photograph of five miniature adults sharing tea inside one open blush-pink peony. Use the curved petals as room walls and a canopy, with delicate veins illuminated from outside. Seat all five around a low wooden table; assign one pouring, one offering a plate, two conversing and one listening. Keep every face visible and hands separate. Garden stems beyond the opening must feel enormous. Pale silk clothing, pink bounced light, lavender shadows, restrained grain, no lettering.
```

**Review:** Count exactly five adults; inspect tableware, pouring liquid and relative scale.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#peony-tea-room).

A low wall and distant mountain create a simple two-scale travel scene.

**Editorial adaptation · Not independently reproduced**

[Higgsfield AI](https://higgsfield.ai/gpt-image-2.5) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None; use a pet reference if identity matters.

## Copy the prompt + inspect the result

```
Make a relaxed travel photograph of a calico cat stretched along a rough stone wall, with a distant snow-capped conical mountain to the right. Photograph near the cat's eye level. Use mild telephoto compression so the mountain is present but remains smaller than the animal. Give the cat a plain red collar and half-closed eyes. Natural midday shadows, worn stone texture and a pale sky. Keep whiskers distinct; no human hands, oversized bell or souvenir lettering.
```

**Review:** Check paw count, whiskers, collar position and the mountain's scale.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#fuji-cat).

Nine panels track the same costume through successive dressing actions.

**Editorial adaptation · Not independently reproduced**

[@DeepBlueX0](https://x.com/DeepBlueX0/status/2097630845435572490) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** Adult character and final outfit references.

This adaptation starts fully clothed and is a costume continuity exercise, not a claim of historical accuracy.

## Copy the prompt + inspect the result

```
Using the supplied adult character and completed costume references, create a 3-by-3 wardrobe-continuity sheet. Begin with a fully covered plain base outfit. Across panels add the skirt, inner jacket, outer robe, sash, shoes, hair ornament and earrings; finish with the complete look. Each panel retains everything already added. Keep the same face, room, window-light direction and garment colors. Use equal gutters and full-body framing. Do not introduce new costume designs, panel labels or extra people.
```

**Review:** Read left to right, row by row; no garment may disappear after it has been added.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#wardrobe-continuity).

A fixed camera makes the egg, hatchling and brief flame readable across the sheet.

**Editorial adaptation · Not independently reproduced**

[@cheerselflin](https://x.com/cheerselflin/status/2097903279506125119) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None; a character reference helps consistency.

The author combined image generation with Codex/GIF processing. A 3-second export at 12 fps requires assembly outside the image model.

## Copy the prompt + inspect the result

```
Create a 6-by-6 contact sheet for a handmade clay hatchling sequence. Use an original orange baby dragon with two small blue horns. Frames 1–6: intact egg rocks subtly. 7–12: cracks spread. 13–18: head emerges. 19–24: the dragon steps out. 25–30: one tiny flame appears. 31–36: flame fades and the dragon settles. Keep identical cell sizes, camera, beige tabletop and light. Preserve clay fingerprints. No frame numbers. Return a still sheet; animation assembly is a separate step.
```

**Review:** Count 36 cells; check action order, horn count and constant baseline before slicing.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#clay-hatching-sheet).

The creator circled unwanted words; the useful lesson is specifying a text-free environment.

**Editorial adaptation · Not independently reproduced**

[@GaelBreton](https://x.com/GaelBreton/status/2097427507712528468) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** One adult portrait.

Annotated source failure, not a clean output of our revised prompt. Red circles belong to the creator's annotation.

## Copy the prompt + inspect the result

```
Restyle my adult portrait as a rainy near-future street photograph. Keep my face, age and expression. Use violet rim light, cyan window reflections and a dark technical jacket. Every illuminated panel must show only abstract gradients or geometric light, never letters or symbols resembling writing. Include no slogans, subtitles, labels, logos or watermark. Keep visible skin naturally textured. Return one portrait image rather than a poster or magazine cover.
```

**Review:** Zoom into every luminous panel. Ask for a local repair if any pseudo-lettering remains.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#cyberpunk-without-copy).

The action is convincing, but unsolicited writing appears on the ball and street furniture.

**Editorial adaptation · Not independently reproduced**

[@GaelBreton](https://x.com/GaelBreton/status/2097427507712528468) · Source attribution: GPT Image 2.5 · variant not established

**Inputs:** None, or a pet reference.

The source deliberately illustrates unwanted text. The prompt here is a new attempt to avoid it, not a verified repair.

## Copy the prompt + inspect the result

```
Make a low-angle candid photo of a Yorkshire terrier chasing a plain blue-and-red rubber ball along a Budapest riverside promenade. Freeze the paws just above the paving stones and keep the ball ahead of the dog. Let the bridge and hilltop buildings remain soft in the distance. All balls, benches and nearby objects are unbranded and text-free. Do not add captions or decorative writing. Use ordinary morning light and realistic fur, not an advertising layout.
```

**Review:** Check paws, ball shape and every smooth surface for accidental words.

Other language: [简体中文](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/README.zh-CN.md#budapest-dog).

There are [20 additional, bilingual editing recipes](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/docs/REFINEMENTS.md) for face preservation, unwanted text, product labels, material changes, aspect ratios, print mockups, diagrams and sequence repair. They are original companion prompts, not extra source-image cases.

A useful correction identifies **what changes, where it changes, and what stays fixed**. “Restore the four letters on the bottle label using image 1; keep the bottle shape and hand grip” is easier to assess than “make it more premium.” Save accepted versions and compare each revision with the original reference as well as the previous output.

**Are these the creators' exact prompts?** No. Every copyable prompt in this repository is our own editorial wording. Some original posts publish their prompts; others only show results. Each card tells you which type of work we did and links to the source.

**Will the prompt produce exactly the preview?** No. The preview is a source example. Our adaptations may intentionally change names, objects, wording or composition. Reference inputs, model variant and generation randomness can also affect results. The collection does not claim successful reproductions.

**Were all previews made with GPT Image 2.5?** Creators or vendors attribute them to 2.5. We did not inspect private generation logs. Two comparison cards qualify the uncertain attachment-to-model mapping. The separate editing-failure examples are included for learning, not as best-output claims.

**Can the image model export a GIF or a 3D model?** These prompts request stills, pose sheets or visual references. Animation assembly, actual 3D geometry, editable vector design and exact compositing require separate tools. A polished image is not a working app or a production file.

**Can I use this commercially?** The repository's original prompts, documentation and scripts are MIT-licensed. External previews, trademarks, likenesses and linked source material retain their own rights. The MIT license does not grant rights to reuse someone else's image. See [media and attribution notes](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/MEDIA_RIGHTS.md).

**Why is an image unavailable?** Previews are loaded from their original hosts, which can delete media, rate-limit requests or change access. The source register includes original URLs. Report an affected case through [Issues](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/issues).

The **[gptimage25.ai project](https://gptimage25.ai)** maintains the selection, bilingual prompt writing, source records and repository tooling. This is an independent community project, not an official OpenAI repository. No creator endorsement is implied.

We discover public examples, inspect each selected image, separate observations from inferences, write an original usable brief, then record evidence and checks. Read the [curation methodology](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/docs/METHODOLOGY.md) for the actual discovery process and its limitations.

| Path | What it contains | 
|---|---|
| `data/cases.json` | Source of truth for 30 illustrated cases | 
| `data/refinements.json` | 20 original bilingual editing recipes | 
| `prompts/` | Individual bilingual case pages | 
| `docs/SOURCES.md` | Per-case evidence, provenance and rights notes | 
| `docs/REFINEMENTS.md` | Copyable follow-up editing prompts | 
| `scripts/build.py` | Deterministic Markdown generation, no dependencies | 
| `scripts/validate.py` | Data, links, anchors and generated-file checks | 

To contribute, follow [CONTRIBUTING.md](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/CONTRIBUTING.md) and open a pull request with a source, image provenance and useful prompt. Source corrections and translations are welcome too.

```
python scripts/build.py
python scripts/validate.py
```

Thanks to the creators cited on every card and in the [source register](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/docs/SOURCES.md). The image-first, expandable-prompt presentation was inspired by [wangrunlin's collection](https://github.com/wangrunlin/awesome-gpt-image-2-5-prompts); its prompts and case text were not copied. See [acknowledgements](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/ACKNOWLEDGEMENTS.md).

Original repository content: **[MIT](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/LICENSE)**. External preview media: **[separate rights](https://github.com/VulcanEon/awesome-gpt-image-2.5-prompts/blob/main/MEDIA_RIGHTS.md)**.
