OpenAI 的 GPT-Image-2 已成为目前最强的文生图模型之一。 但再强的模型，也要靠 Prompt 喂对料。 我们按 7 大真实场景分类，精选了 59 条高频实用 Prompt ，每条下方都配有 GPT-Image-2 实机出图 ，复制即用。
你不需要从头造轮子—— 找到对应场景，复制 Prompt，改几个词就是你自己的图。 下面挑每个分类里最出效果、最值得抄的几条，配实机图给你看。
| 👤 一、人像与摄影：真实感人像 + 胶片质感
| 📝 复刻 Prompt（直接复制）：
35mm film photography with harsh convenience store fluorescent lighting mixed with colorful neon signs from outside, authentic film grain, high contrast, slight color cast, cinematic street editorial style, intimate medium shot, early 20s woman with ultra-realistic delicate features, seductive almond-shaped eyes with natural double eyelids, high nose bridge, small sharp V-shaped jawline, flawless porcelain skin with cool ivory undertone and visible specular highlights from fluorescent light, subtle skin texture and micro pores, natural dewy makeup with soft flush on cheeks, glossy natural pink lips slightly parted, long dark hair in a messy high ponytail with loose strands falling around face, wearing an oversized white button-up shirt loosely tied at the waist, paired with a tiny black pleated mini skirt, seductive casual leaning pose against the glass door of a 24-hour convenience store at late night, bright cold fluorescent store light from inside mixed with pink and blue neon glow from outside signs, realistic reflections on glass door, blurred convenience store interior in background, authentic 35mm film color grading, no plastic skin, no watermark, no text📌 35mm 胶片质感 + 便利店霓虹。核心是把光线拆细：店内冷白荧光 + 店外粉蓝霓虹，再加 authentic film grain（真实颗粒）、visible specular highlights（可见高光）、subtle skin texture（细微肤质）——越具体越像真拍。
💡 解析： 这条是整套合集里 最值得抄的人像模板 。它把『脸型、肤质、光线、服装、姿势、背景』全拆开了写，AI 才不会给你一张『塑料感』的假脸。记住三件套： no plastic skin / no watermark / no text ，杜绝 AI 味。换场景只需改『便利店』为『地铁』『天台』即可。
| 📝 复刻 Prompt（直接复制）：
35mm film photography, warm vintage Japanese onsen ryokan aesthetic, soft ambient wooden lantern lighting mixed with gentle natural window light, subtle film grain, gentle color shift, high atmosphere editorial style, intimate medium shot, early 20s woman with ultra-realistic delicate refined features, seductive almond-shaped fox eyes with natural double eyelids, flawless porcelain skin with warm ivory undertone, visible subtle skin texture, soft natural makeup with dewy glow, long dark hair tied in a loose low bun with some messy strands falling around face, wearing a loose white yukata deliberately slipped off one shoulder, warm wooden interior with paper sliding doors and distant steaming hot spring in soft focus, authentic vintage film color grading with warm tones, no plastic skin, no watermark, no text, authentic 35mm film Japanese onsen ryokan atmosphere📌 日式温泉旅馆风。把『和服一肩滑落 + 木质灯笼暖光 + 窗外雾气温泉』写成一组，氛围感立刻拉满。
💡 解析： 『和风写真』的关键在 暖调 + 柔光 + 一点凌乱 （loose low bun with messy strands）。越『完美』越假，留点碎发和衣领歪斜，照片才活。
| 📝 复刻 Prompt（直接复制）：
A stunning 18-year-old woman with a youthful, pure face and realistic skin texture, sitting on a cozy, slightly messy bed in her bedroom. She is taking a mirror selfie with a smartphone, capturing a natural and intimate moment. Wearing casual gray loungewear and neat white crew socks. Soft natural light (golden hour) streams in from a side window, creating a warm, moody, and cinematic atmosphere. 35mm lens, sharp focus on the subject in the mirror, depth of field with a beautifully blurred background (bokeh). Photorealistic, 8K, high resolution, studio quality, masterpiece. Aspect Ratio: 3:4.📌 卧室镜面自拍。手机自拍视角 + 黄金时刻侧窗光 + 虚化背景，最日常的『生活切片』感。
💡 解析： 自拍类最吃 视角和光线 。这条用『mirror selfie + golden hour side window + 35mm lens + bokeh』把日常瞬间拍出电影感。Aspect Ratio: 3:4 直接锁竖版。
| 📝 复刻 Prompt（直接复制）：
9:16 vertical, Korean idol portrait photoshoot, 3x3 grid (nine frames), same person in all images, consistent facial features and styling, soft black mist filter effect, lowered contrast, blooming highlights, subtle glow around light sources
📌 韩系偶像 3×3 九宫格。同一人九宫格 + 柔雾滤镜，粉丝向必备。
💡 解析： 九宫格的命门是 人脸一致 。Prompt 里必须写『same person in all images， consistent facial features』，否则九张脸各长各的。配『soft black mist filter（柔黑雾滤镜）+ blooming highlights（泛光）』出韩味。
| 🖼️ 二、海报与插画：城市宣传 / 旅行 / 科幻
| 📝 复刻 Prompt（直接复制）：
A striking Spring 2026 city poster for Boston with an elegant celebratory mood and a bold contemporary design. On a clean off-white textured background with large areas of negative space, a miniature single sculler rows across the lower right corner of the image on a narrow ribbon of reflective water. The wake from the oar sweeps upward in a dynamic calligraphic curve, gradually transforming into the Charles River and then into a dreamlike hand-painted panorama of Boston. Inside this flowing river-shaped composition are iconic Boston elements: the Back Bay skyline, Beacon Hill brownstones, Acorn Street, Boston Public Garden, Swan Boats, Zakim Bridge, Fenway-inspired details, historic brick architecture, harbor ferries, and the city's waterfront atmosphere. Soft morning fog, golden spring light, subtle festive accents in crimson and gold, rich detail, layered depth, sophisticated city-poster aesthetics, fresh and refined, visually powerful but not overcrowded. Elegant typography in the lower left reads 'SPRING 2026' with a vertical slogan 'BOSTON, A CITY OF RIVER, MEMORY, AND INVENTION', text clear and beautifully composed, premium graphic design, 9:16📌 波士顿春季城市海报。一条『桨痕化作查尔斯河、再化作整座城市』的曲线构图，高级感拉满。
💡 解析： 城市海报的秘诀是 一个视觉母题贯穿全图 （这里用『河/曲线』串起所有地标）。再写清『negative space（留白）、elegant typography（优雅字体）、9:16』，商业海报味就出来了。直接替换城市名就能复刻。
| 📝 复刻 Prompt（直接复制）：
A collectible epic poster featuring a character's side-profile silhouette. Inside the silhouette grows a complete world and iconic scenes. Overall style: cinematic poster meets dreamlike watercolor illustration. Quiet, grand, sacred, nostalgic. Paper grain, light haze, dry-brush strokes, premium negative space.📌 史诗剪影世界海报。人物侧脸轮廓里长出一整个世界——山水城堡小桥，奇幻又诗意。
💡 解析： 『剪影里藏世界』是爆款构图公式： side-profile silhouette + inside grows a world 。加『paper grain（纸纹）、dry-brush strokes（枯笔）、premium negative space（高级留白）』立刻有艺术海报质感。
| 📝 复刻 Prompt（直接复制）：
Product advertising photo, seasonal summer product, carbonated beverage, name='Summer Citrus SODA', shape=500ml plastic bottle, research 2025 high-CTR drink ad designs and generate accordingly, aspect ratio 3:4📌 夏日柑橘汽水广告。直接给产品名 + 瓶型 +『研究 2025 高点击率饮料广告』，AI 自己学排版。
💡 解析： 产品广告最省事写法： 把『name / shape / 参考高 CTR 设计』直接喂给 AI ，让它自己研究竞品排版。比手写一堆『好看』形容词有效得多。
| 🎮 三、游戏与娱乐场景：截图级还原
| 📝 复刻 Prompt（直接复制）：
GTA 6 in-game footage, very detailed, very realistic. Close-up shot taken from a stationary 4K monitor. (There's a slight blurriness in the image, as it feels like it was taken handheld). A wide, bright environment. Realistic details. The character is walking on the beach with a dog.📌 GTA 6 游戏内截图。『从 4K 显示器上手持拍的轻微模糊』这个细节，骗过眼睛以为是真截图。
💡 解析： 游戏截图风的灵魂是 『像用相机拍屏幕』 ：写『taken from a 4K monitor， slight blurriness as handheld』，AI 会故意加一点点糊和反光，瞬间有『实机录屏』感。
| 📝 复刻 Prompt（直接复制）：
Generate a Black Myth: Wukong game scene where Wukong is knocked away by Erlang Shen📌 黑神话悟空战斗场景。一句话点名角色 + 动作，AI 自动补齐雪山石像的电影感构图。
💡 解析： 名作 IP 场景， 只写『角色 + 关键动作』就够 ，模型已经『见过』原作画风，会自己补全光影和场景。想换游戏，把『Black Myth: Wukong』换成『Elden Ring / Zelda』即可。
| 📝 复刻 Prompt（直接复制）：
Create an ultra-realistic urban street group photo at a convenience store entrance at 10 PM on a summer night. 3-4 young people briefly chatting at the entrance, someone holding drinks, someone sitting on plastic outdoor chairs, someone standing looking at their phone. Bright white light streaming through the glass doors and windows, warm yellow street lights and distant car headlights outside. Characters in everyday clothes: T-shirts, shirts, shorts, jeans, sneakers. No influencer styling. Faces and postures must look like real pedestrians, not overly polished. Environment must include real convenience store elements: freezer stickers, promotional posters, trash cans, entrance mats, glass reflections, shared bikes on roadside. The image should look like an authentic life slice captured by a photographer in the city.📌 夏夜便利店街拍。把『半价海报、冰柜、塑料椅、共享单车』全部点名，才是真生活切片。
💡 解析： 这条的精髓是 反精致 ：明确写『No influencer styling（不要网红感）、real pedestrians（真实路人）、 freezer stickers / promotional posters（冰柜贴 / 促销海报）』。越具体越真，越『干净』越假。
| 📱 四、UI/UX 与应用界面：一句话生成可上线界面
| 📝 复刻 Prompt（直接复制）：
Create a high-fidelity music streaming app player interface screenshot, mobile portrait orientation, refined dark mode visuals. Background: album cover blurred diffused color. Center: large square album cover with subtle shadow and rounded corners. Top status bar. Navigation bar with back arrow and 'Now Playing' title. Song name, artist, and album shown. Playback progress bar with current and total time. Control buttons: shuffle, previous, play/pause, next, repeat. Scrolling lyrics area with current line highlighted. Bottom: like, comment, download, add to playlist, share buttons. Overall must look like a directly publishable product interface.📌 音乐播放器界面。把每个控件（随机/上一首/进度条/歌词高亮）都点名，AI 画出可直接上线的产品图。
💡 解析： UI 生成的关键是 控件清单化 ：把『status bar / progress bar / shuffle-previous-play-pause / lyrics area』逐条列出来，AI 才不会漏组件。结尾加『directly publishable product interface（可直接发布的产品界面）』定调。
| 📝 复刻 Prompt（直接复制）：
Generate a high-fidelity mobile e-commerce app homepage screenshot. Extremely realistic interface with complete mobile app UI logic and commercial design sense. Top: status bar with time 9:41, 5G signal, battery icon. Search box area below. Main banner for a big sale promotion. 10-grid function area with icons. Below: flash sale module with countdown timer and product cards. Bottom: double-column product waterfall with at least 6 product cards, each with product image, title, price, monthly sales, shop name, rating. Bottom fixed Tab Bar. All text clear and readable, unified icons, realistic white space, card shadows, rounded corners. Must look like an authentic e-commerce app screenshot, not concept art.📌 电商 App 首页。状态栏 9:41 + 双列瀑布流 + 倒计时秒杀，连『月销 / 店铺名 / 评分』都写出来。
💡 解析： 电商页要 『像真的而不是概念图』 ：写清『9:41 状态栏、双列瀑布流、每张卡含价格/月销/评分』，AI 会自动排出版式。这条可直接拿去给设计/运营做参考稿。
| 📝 复刻 Prompt（直接复制）：
'Song Dynasty People's Moments' / 'SONG DYNASTY SOCIAL MEDIA FEED' — ancient and modern time-travel humor fusion interface. Simulate a mobile social media app, but all content is from the Song Dynasty. Avatar is a portrait of a Song Dynasty scholar. Username 'Su Dongpo SuShi_Official'. Post: 'Just arrived in Huangzhou, demoted but feeling okay. Made Dongpo pork myself today, tastes amazing, recipe attached:' The attached image is a Gongbi-style close-up of Dongpo pork. Likes: 'Huang Tingjian, Qin Guan, Fo Yin and 126 others'. Comments: 'Wang Anshi: Hehe' 'Sima Guang: Still the same taste'. Like icon replaced with Song Dynasty pattern. Status bar: 'Great Song Mobile 5G' and 'Third Year of Yuanfeng'. Color scheme: dark mode + elegant Song Dynasty tones.📌 宋朝朋友圈（穿越信息流）。苏东坡发朋友圈吐槽被贬，王安石评论『呵呵』——古今对话的爆款创意。
💡 解析： 这条是 文化创意天花板 ：把『朋友圈 UI』套进宋朝，用户名、点赞、评论全用宋人，还把赞图标换成宋纹。公式 = 现代产品框架 + 古代人物/语言/视觉 ，适合做国风内容。
| 🦸 五、角色设计与参考图：三视图 / 表情集
| 📝 复刻 Prompt（直接复制）：
Based on this character and background, please create a character reference sheet similar to official design materials. - Include three-view drawings: front, side, and back - Add variations of the character's facial expressions - Break down and display detailed parts of the clothing and equipment - Add a color palette - Include a brief explanation of the worldview setting - Overall, use an organized layout (white background, illustration style) High resolution, professional concept art style📌 官方角色设定三视图。正面/侧面/背面 + 表情变化 + 装备分解 + 色板，一张设定稿全有。
💡 解析： 角色设定稿的黄金模板： 三视图 + 表情变体 + 装备分解 + 色板 + 世界观说明 。白底 + illustration style，专业感直接拉满。给一张角色图就能出官方级设定。
| 📝 复刻 Prompt（直接复制）：
Based on this character and background, create a character reference card in the style of Persona 5 setting materials. - Includes three-view drawings: front, side, and back - Add character facial expression variations - Break down and display detailed parts of clothing and equipment - Add a color palette - Include a brief worldview description - Overall use an organized layout (white background, illustration style), high resolution, professional concept art style📌 Persona 5 风格设定卡。怪盗团红黑配色 + 三视图，二次元角色设计范本。
💡 解析： 把上一条的『official design materials』换成具体作品名（ Persona 5 ），AI 自动学该作的配色与排版。换『Genshin / Arcane / JoJo』同理，一秒换画风。
| 📝 复刻 Prompt（直接复制）：
Create a 16-panel expression grid of a silver-haired, blue-eyed anime girl. Her face shape, hairstyle, and clothing must remain highly consistent across all panels. The 16 expressions should include: happy, sad, angry, surprised, shy, speechless, evil grin, contemplative, curious, proud, wronged, disdainful, confused, scared, crying, and a heart expression.📌 16 格动漫表情集。银发蓝眼少女，16 种表情同人必备，强调『跨格一致』。
💡 解析： 表情表的命门是 跨面板一致性 ：必须写『face shape， hairstyle， clothing must remain highly consistent across all panels』，否则每格换一张脸。把 16 种表情列全，AI 一次出齐。
| 🎁 六、图像编辑与风格迁移：联名 / 上色 / 拼贴
| 📝 复刻 Prompt（直接复制）：
Theme: '[Pet name] X KFC' collaboration poster. Generate a collaboration poster featuring the same pet (absolutely consistent in appearance and coloring) with KFC brand identity (red-white color scheme, classic logo, restaurant scenes). Have the pet wear a KFC employee uniform and hat, standing at the counter, selling fried chicken, burgers, and meals, interacting with chicken buckets, fries, soda, and other elements. Style should be lively and fun with a commercial collaboration feel, suitable for online promotion and event posters.📌 宠物 × KFC 品牌联名海报。先有一张一致的宠物参考图，再让它『穿上 KFC 制服站柜台卖炸鸡』。
💡 解析： 风格迁移 / 联名类的铁律： 先有参考图，且强调『absolutely consistent in appearance and coloring』 （外观颜色绝对一致），否则联名主角每版长不一样。这条是品牌营销、宠物号的爆款玩法。
| 📝 复刻 Prompt（直接复制）：
Entire Superman movie image collage, one shot, combined in a single output image📌 电影单图拼贴。一张图塞进整部电影的关键场景 + 英文标题，海报级叙事。
💡 解析： 想做『一图看完全片』，就写 『entire [movie] collage， one shot， single output image』 。AI 会把关键帧拼成带序号和标题的史诗海报。换 IP 时记得避开版权红线，用『superhero movie』之类通用词。
| 📊 七、信息图与排版：科普 / 品牌 / 博物馆
| 📝 复刻 Prompt（直接复制）：
Design a 3:4 vertical poster for a new artisan tea drink launch. Brand name: 'Mountain River Tea'. Style: New Chinese aesthetic, light luxury, restrained. Colors: dark green, off-white, gold. Incorporate rice paper texture, negative space, elegant landscapes, modern layout design. Main subject: a visually appealing cold brew tea with tea leaves, citrus, ice cubes, and gold foil elements. The poster must accurately display this text hierarchy: brand name, product name, series name, launch tagline, limited-time price (medium and large sizes), in-store promotions, flavor descriptors, campaign dates, and QR code section. Requirements: Clear promotional hierarchy while maintaining sophistication, not cheap e-commerce style. Focus on small text, numbers, prices, info modules, and Chinese font aesthetics.📌 新中式茶饮新品海报。山河茶集 + 金柚冷萃，把『品牌/系列/价格/活动/二维码』全写进层级。
💡 解析： 新中式海报要 『轻奢不土』 ：写清『dark green / off-white / gold（墨绿/米白/金）、rice paper texture（宣纸纹）、negative space（留白）』，并强调『not cheap e-commerce style（别做成廉价电商风）』。文字层级列全，AI 自动排版。
| 📝 复刻 Prompt（直接复制）：
Infographic poster themed 'How a Cup of Coffee Reaches You'. Style: High-end information design with educational and commercial visual appeal, clear layout with path arrows, data boxes, icons, simple illustrations, and modular cards. Color scheme: coffee brown, milk white, ink black, copper accents. Must include: 01 Planting (elevation 1200–2200m, temperature 18–24°C, harvest season), 02 Processing (sun-dried, washed, honey process), 03 Roasting (light = brighter, medium = balanced, dark = richer), 04 Grinding (pour-over = coarse, espresso = fine, cold brew = medium-coarse), 05 Extraction (ratio, temperature, time all affect flavor), flavor keywords (floral/citrus/nutty/caramel/chocolate/smoky). Must look like a high-quality display board, not a classroom slide.📌 咖啡旅程信息图。从种植到萃取 5 步，路径箭头 + 数据框 + 模块化卡片，高端展板感。
💡 解析： 信息图要 『像展板不像课件』 ：把『path arrows / data boxes / modular cards（路径箭头/数据框/模块卡）』和点位数据全写出来，AI 自动画成可张贴的科普海报。换主题（茶/酒/咖啡）直接套。
📝 复刻 Prompt（直接复制）：
Please automatically generate a 'museum catalog-style disassembly infographic' based on [Subject]. The image must combine a realistic main visual, structural disassembly, annotations, material descriptions, pattern meanings, color meanings, and core feature summaries. Automatically determine the most appropriate subject structure, style, key components, material craftsmanship, color scheme, and layout. Overall style: national museum exhibition board, historical catalog, cultural/museum thematic infographic — NOT a poster, portrait, e-commerce page, or anime illustration. Background: paper texture (off-white, silk white, or light tea color). All text must be clear, neat, and readable.📌 博物馆图鉴式拆解信息图。明代青花瓷瓶的结构分解 + 纹样寓意 + 工艺，国博展板风。
💡 解析： 『博物馆图鉴』模板万能：把 [Subject] 换成任何物件（瓷器/古建筑/兵器），AI 自动出『主视觉 + 结构拆解 + 注解 + 纹样寓意』的展板。关键是否定句： NOT a poster / portrait / e-commerce / anime ，锁死风格不走偏。
| 🎯 通用 Prompt 技巧（照抄公式）
① 风格词前置：把 35mm film / cinematic poster / editorial photography 放最前，定调最快。
② 光线独立写：别和风格混一起。单独写 harsh fluorescent mixed with neon、golden hour rim light。
③ 负面词清单：no plastic skin、no watermark、no text、no deformed hands —— 去 AI 味必备。
④ 中英文混用：中文对书法/新中式更友好，英文对国际化风格更稳。同一句可中英各试一次。
⑤ 套路公式：风格词 + 主体 + 细节 + 光影 + 构图 + 负面词 + 宽高比。
照这个顺序填，命中率最高。
📐 常用宽高比速查
↔ 左右滑动查看完整表格
| 宽高比 | 用途 | 像素 |
|---|---|---|
| 9:16 | 竖版海报 / 手机屏 / 短视频封面 | 1024×1536 |
| 3:4 | 竖版产品图 / 人像 | — |
| 1:1 | 方图 / 社交头像 | 1024×1024 |
| 16:9 | 横版 banner / PPT 封面 | 1536×1024 |
