打造“精英级”OOTD 穿搭拆解与虚拟模特系统

OOTD拆解图

在时尚电商和内容种草领域,一张高质量的 OOTD(今日穿搭)图片往往需要专业的摄影师、模特、修图师和排版设计。成本高昂且效率低下。今天发布的**“精英时尚 OOTD 视觉总监 (V26.4)”**,将这一整套流程自动化。它不仅能生成原创的 AI 模特,还能自动完成单品的垂直拆解、内衣尺码标注和细节特写,直接交付“杂志级”的编辑排版图。

打造“精英级”OOTD 穿搭拆解与虚拟模特系统

核心特征说明

💃 多样性引擎:拒绝千人一面。强制每次生成不同的脸型、发型和气质,同时确保内衣和包包款式的轮换。 📝 文字审计:内置“白名单机制”,只允许出现必要的单品名和尺码,杜绝 AI 乱码,确保画面清爽专业。 👜 生活流包包:强制要求“物品散落 (Bag Spill)”,口红、耳机、书本自然散落在地,增加真实的生活气息。 🔍 细节全开:集成“2×2 表情变化表”和“身体局部特写”,一张图展示模特的全部魅力。

关键技术拆解

🔑 核心逻辑:Reference Reconstruction (参考图重构) 这套 Prompt 不仅仅是“图生图”。它要求 AI Create an ORIGINAL AI model character(创建原创 AI 角色),但同时 Replicate the outfit structure(复制穿搭结构)。这意味着 AI 会提取你上传图片的衣服,穿在一个全新的、不存在的模特身上。这既规避了肖像权风险,又保证了穿搭的还原度。

🔑 视觉秩序:Vertical Layout Logic (垂直排版逻辑) 为了让画面像信息图一样清晰,我们定义了严格的 Top-Down Deconstruction Logic

  • 头饰/配饰 -> 顶部

  • 上衣 -> 上部

  • 内衣套装(含尺码) -> 中部

  • 下装 -> 下部

  • 鞋袜 -> 底部 这种物理顺序的强制对齐,让观众的视线能自然流动,信息获取效率极高。

🔑 商业价值:Exclusive Size Rule (尺码独占规则) 为什么只给内衣标尺码?Exclusive Size Rule 是为了突出重点。在全套穿搭中,内衣往往是高客单价且对尺码敏感的单品。通过仅在内衣旁标注 Size: 75B,我们在视觉上通过“稀缺性”强化了这一信息,非常适合内衣品牌的软植入。

OOTD拆解图 OOTD拆解图 OOTD拆解图

实际使用场景与扩展

 

这套系统是时尚零售的超级工厂:

场景一:小红书/Instagram 种草(原案例)。快速生成大量不同风格模特身穿同一套衣服的图片,进行 AB 测试。 场景二:电商详情页 (PDP) 自动生成(扩展思路)

  • 将 Prompt 中的 9:16 改为 宽屏长图

  • 增加 Fabric Zoom(面料微距)板块。

  • 这样可以直接生成包含模特上身、平铺拆解、面料细节的完整淘宝/亚马逊详情页首图。 场景三:虚拟买手店。建立一个虚拟 IP,每天发布一套 AI 精选穿搭,零库存通过 Affiliate Marketing(联盟营销)变现。

AI 正在重塑时尚摄影的生产关系。这套 Prompt 让你一个人就是一支顶尖的时尚编辑团队。以下是完整的 JSON 协议,复制它,上传衣服,开始你的时尚大片制作。

🖼️更多案例:https://my.feishu.cn/wiki/OzfIw5oTii0C60k9baLcGbdFnie?from=from_copylink

{
“template_meta”: {
“name”: “Elite Editorial OOTD Visual Director V26.4 (Diversity Engine + Text QA + Consistency Audit)”,
“version”: “26.4.0”,
“status”: “Minimal Change Enhancement”,
“update_notes”: [
“加入内衣多样性引擎:每次生成必须在不同类型/材质/细节中轮换,并匹配本次创建人物的性格气质;仍遵守内衣成套与尺码独占。”,
“加入包包与包内物品多样性引擎:包型、材质、颜色、物品类别组合每次不同;物品必须散落出来并具备真实接触阴影与遮挡。”,
“加入文字审计:只允许必要的单品名称/Size/Expression Chart;禁止出现提示性、系统性、与画面不搭的字。”,
“加入“拆解展示覆盖率”规则:尽量让穿搭/物件单独拆解展示;若画面过满则合并低优先级项,保证清爽。”,
“加强表情与造型多样性:表情格必须明显差异(表情+造型),但不破坏人物身份一致性。”,
“加强人物差异性:每次生成的新角色在脸型/发型/气质/妆感上显著不同,避免长得都一样。”,
“再次明确角色:时尚大师 + 排版大师 + 设计师 + 平面设计师(深度思考且不动已正确部分)。”
]
},

“image_input_policy”: {
“use_user_uploaded_image”: true,
“priority”: “OUTFIT_REFERENCE_ONLY”,
“freshness_scope”: {
“use_latest_upload_only”: true,
“ignore_any_prior_images_or_cached_context”: true,
“current_request_image_binding_required”: true
},
“binding”: {
“reference_image_required”: true,
“reference_image_role”: [
“outfit_source_only”,
“material_color_detail_reference”,
“accessory_reference”
],
“operation_type”: “GENERATE_NEW_MODEL_USING_OUTFIT_REFERENCE”,
“allowed_inferences”: [
“create_new_original_model_identity”,
“create_new_pose_and_body_proportions”,
“create_minimal_studio_background”,
“replicate_outfit_structure_from_reference”,
“replicate_color_palette_and_materials_from_reference”,
“replicate_accessories_if_visible”
],
“forbidden_reference”: [
“copy_face_identity_from_reference”,
“copy_pose_exactly_from_reference”,
“copy_body_proportions_exactly_from_reference”,
“infer_private_identity_details”
]
},
“fallback_if_no_image”: {
“mode”: “TEXT_ONLY_GENERATION”,
“subject”: “original_ai_modeled_young_chinese_influencer”,
“note”: “Only used when no user image is provided in the current request.”
}
},

“visual_director_thinking”: {
“spatial_logic”: “遵循‘从头到脚’的生物学穿戴顺序进行视觉排布。无论单品分布在模特左侧还是右侧,其垂直高度必须严格匹配穿戴顺序,确保标注箭头的逻辑指向自然且准确。”,
“labeling_protocol”: “尺码独占逻辑。全图中仅内衣单品允许出现‘Size’相关信息。其余所有单品仅标注单品名称,保持极简专业感。”,
“innerwear_set_enforcement”: “强制解构内衣套装(Bra + Panties),禁止仅展示上半身内衣。必须成套悬浮展示,并标注尺码。”,
“typography_variety”: “采用分级字体系统。主单品名称使用清晰中性无衬线体,内衣尺码使用更小、更具设计感的副标字体。配色方案根据穿搭智能调整,强调层次。”,
“deep_mastery_mode”: “必须进行深度思考:你同时是‘时尚大师 + 排版大师 + 设计师 + 平面设计师’。目标是:真实、克制、高级、可读、层级分明。优先保证已锁定硬约束不被破坏。”,
“consistency_audit_mode”: “生成后必须自检一致性:模特身上的每个可见单品(轮廓/颜色/材质/细节)与旁侧对应解构单品一致。若冲突,优先修正解构单品与标签,使其匹配模特;尽量不改动已正确的模特穿搭。”,
“diversity_engine”: {
“innerwear_diversity”: “内衣必须多样化:每次生成要在款式类别(bralette/underwire/sports/triangle/plunge/balconette)、材质(cotton/microfiber/satin/silk/lace/mesh)、细节(straps/back design/seamless/bow/minimal hardware)中显著变化,并与本次创建人物的性格气质匹配(例如:极简理性→无痕/运动;法式优雅→蕾丝/缎面;酷飒街头→运动/工装感)。避免连续多次出现同一类内衣视觉。”,
“bag_diversity”: “包包与内容物必须多样化:包型(tote/shoulder/crossbody/mini backpack/hobo)、材质(leather/nylon/canvas)、颜色与金属件风格需随人物气质变化。包内物品从不同类别组合中轮换(beauty/tech/stationery/lifestyle/snacks), 避免每次同一套物品。”,
“character_diversity”: “每次新建角色必须显著不同:至少在脸型轮廓、眉眼气质、发型长度/质感、妆容强弱、整体气场(冷感/甜感/中性/复古)上有明显差异;但单次画面内保持身份一致。”
}
},

“user_editable_fields”: [
{
“field_key”: “ootd_style_concept”,
“label_cn”: “穿搭核心风格 / 氛围描述”,
“description_cn”: “若有用户上传图片:图片为穿搭结构与配色来源;此字段用于补足命名与缺失细节(不得改变参考图的核心穿搭结构)。”,
“example_values”: [
“灰色极简主义瑜伽服,短背心,白色运动鞋”,
“黑色名媛风小香风套装,金属扣细节,搭配方头高跟鞋”,
“法式优雅:丝绸衬衫配灰色阔腿西装裤,搭配贝雷帽与珍珠项链”
]
},
{
“field_key”: “innerwear_with_size”,
“label_cn”: “内衣裤套装与尺码 (全图中唯一尺码标注项)”,
“description_cn”: “仍是全图唯一允许出现 Size 的标签。若未指定具体风格,AI 必须根据人物气质自行选择并确保多样性;若指定了具体内衣风格,则优先遵循但仍保证与人物匹配。”,
“example_values”: [
“Nude Seamless Silk Set | Size: 75B”,
“Black Minimalist Sporty Set | Size: M”,
“Premium White Lace Lingerie Set | Size: S”
]
}
],

“visual_logic_constraints”: {
“composition”: [
“STRICT MANDATORY 9:16 ASPECT RATIO”,
“NO BORDERS, NO MAIN TITLES, NO EXTERNAL FRAMES”,
“MANDATORY LARGE FULL BODY SHOT (80% height)”,
“MODEL MUST BE AI-CREATED ORIGINAL CHARACTER (DO NOT COPY PERSON FROM REFERENCE IMAGE)”,
“OUTFIT MUST FOLLOW REFERENCE IMAGE AS PRIMARY SOURCE”
],

“photorealism_hard_rules”: [
“PHOTOREALISTIC ONLY”,
“REALISTIC CAMERA LOOK: natural lens, realistic skin texture, real-world lighting”,
“NO cartoon, NO anime, NO manga, NO illustration, NO lineart, NO sketch, NO watercolor, NO 3D toon, NO vector icons-as-main-subject”,
“Text and UI elements must be crisp like magazine infographics, but the person and objects remain photographic”
],

“top_down_deconstruction_logic”: [
“Items MUST be arranged vertically based on wearing order: [Headwear/Accessories -> Outer Top -> Lingerie Set -> Bottoms -> Stockings/Socks -> Shoes].”,
“This order must be maintained even if items are split across left and right sides of the model.”,
“Mandatory Set: The lingerie set MUST include both a bra and matching panties.”,
“Exclusive Size Rule: NO size information allowed for any item except the Lingerie Set from {{innerwear_with_size}}.”
],

“deconstruction_coverage_rules”: [
“Aim for maximum coverage: each key worn item should have a corresponding separate deconstruction item shown.”,
“If the canvas becomes too crowded, merge only low-priority micro-accessories into a single grouped callout (e.g., ‘Jewelry set’) WITHOUT losing the main outfit pieces.”,
“Never omit Shoes, Top, Bottom, and the Lingerie Set callout. Headwear/accessories may be grouped only if necessary.”
],

“ui_elements”: [
“Upper-Right: Circular 2×2 Expression Chart under an arched serif ‘Expression Chart’ header.”,
“Expression Diversity: Each quadrant must show a noticeably different expression AND styling variation (hair/accessory changes). Keep identity consistent within this image.”,
“Sensory Zooms: Exactly 2 UNIQUE circular close-ups of BODY DETAILS (e.g., collarbone, glossy lips). No fabric zooms.”,
“Lifestyle Bag: Bottom-Right, LARGE bag with 5-7 items spilling out; exactly 3 major items labeled.”,
“Bag Spill Rule: Items must be visibly OUTSIDE the bag, scattered naturally with overlaps and contact shadows (no neatly placed grid, no floating-only).”,
“Typography: High-legibility horizontal sans-serif. Multi-color accents for hierarchy. Labels are clean and sharp.”
],

“annotations”: [
“Thin, elegant, non-overlapping black curved arrows.”,
“Arrows must point precisely to the correct location on the model’s body in a logical descending flow.”
],

“outfit_deconstruction_consistency_rules”: [
“For each visible worn item on the model, there must be a matching deconstruction item with the same silhouette, dominant color, and material impression.”,
“If mismatch occurs, FIX the deconstruction item visuals and labels to match the model first.”,
“Only if the model outfit deviates from the reference image’s core structure (wrong category), then adjust the model back toward the reference outfit.”
],

“text_qa_rules”: [
“STRICT TEXT WHITELIST: Only allow essential item name labels, the lingerie ‘Size’ text, and the exact header ‘Expression Chart’.”,
“NO meta or prompt-like text: forbid words/phrases such as ‘prompt’, ‘AI’, ‘generated’, ‘infographic template’, ‘layout’, ‘edit mode’, ‘reference image’, ‘do not’, ‘must’, or any instruction-like sentences.”,
“Language consistency: labels should match the overall design language; avoid random or out-of-context words.”
],

“character_and_item_diversity_rules”: [
“Innerwear must vary across generations: do not repeat the same innerwear type/material details too often.”,
“Bag and bag items must vary across generations: rotate bag silhouette/material and rotate item categories.”,
“Character face/hair/makeup vibe must vary across generations: avoid producing the same-looking model each time.”
],

“nanobanana_generation_stability”: [
“DO NOT output refusal or meta commentary. Proceed with photorealistic generation using outfit reference only.”,
“Avoid any claim about generating a specific real person; create an original character.”
],

“change_control”: [
“Do NOT modify already-correct sections: 9:16, no borders/titles, photorealism rules, bag spill scattered rule, arrow style, size-only-for-lingerie rule, lingerie set enforcement, expression chart placement, sensory zoom count.”,
“Only fix missing/incorrect parts: outfit vs deconstruction mismatches, accidental non-photorealistic drift, text whitelist violations, insufficient diversity in innerwear/bag/items/character.”
]
},

“final_image_prompt”: “MODE: OUTFIT-REFERENCE GENERATION (HIGHEST PRIORITY). Use ONLY the LATEST user-uploaded image in the CURRENT request as an outfit/material/accessory reference. Ignore any prior images or cached context. DO NOT copy the person from the reference image. Create an ORIGINAL AI model character through deep fashion/editorial thinking.\n\nROLE: You are simultaneously a fashion stylist, layout master, designer, and graphic designer. Make decisions like a top editorial art director: refined, balanced, readable, premium.\n\nOUTFIT REFERENCE SCOPE: Replicate the outfit structure, key accessories, color palette, and material cues from the reference image. Do not replicate the model identity, face, exact pose, or body proportions.\n\nPHOTOREALISM ONLY: Realistic photographic look with natural skin texture and real-world lighting. ABSOLUTELY NO cartoon/anime/manga/illustration/lineart/sketch/3D-toon styles. UI elements are crisp magazine-grade, but the person and objects remain photographic.\n\nCreate a professional 9:16 fashion editorial infographic with logical top-down deconstruction. [Subject]: An original, stylish young Chinese influencer (AI-created face) in a MANDATORY LARGE FULL BODY shot (80% height). [Outfit]: From the reference image; use {{ootd_style_concept}} only to name items or minimally infer unclear details WITHOUT changing the core outfit structure.\n\nINNERWEAR CHOICE (MANDATORY DIVERSITY): Generate exactly one matching lingerie set (Bra + Panties) from {{innerwear_with_size}}. If {{innerwear_with_size}} does not fully specify the style, choose a lingerie style that matches the created character’s vibe and ensure it differs clearly from common repeated defaults (vary silhouette/material/details). Size text appears ONLY for this lingerie set.\n\n[Background]: Unified seamless minimalist studio background, NO borders, NO main titles, NO external frames.\n\n[Layout Structure]:\n1) Top-Right: Circular 2×2 expression grid under an arched serif header ‘Expression Chart’. Each quadrant must show a noticeably different expression AND styling variation (hair/accessory changes), while keeping the same identity.\n2) Deconstruction Zones: Floating item callouts for Headwear/Accessories, Top, Lingerie Set, Bottom, Stockings/Socks (if present), Shoes. Items strictly arranged vertically by wearing order even if split left/right.\n3) Coverage Rule: Show each key worn item as its own deconstruction item when possible. If too crowded, group only micro-accessories into one callout; never omit Top/Bottom/Shoes/Lingerie.\n4) Sensory Zooms: Exactly 2 unique circular close-ups of BODY DETAILS (e.g., collarbone, glossy lips). No fabric zooms.\n5) Lifestyle Bag (DIVERSITY + SPILL): Bottom-right LARGE bag with 5-7 items SPILLING OUT. Choose a bag style/material/color that matches the character vibe and differs across generations. Items must be clearly outside the bag, scattered naturally with overlaps and contact shadows (no neat grid, no floating-only). Exactly 3 major items labeled. Bag items must vary across categories (beauty/tech/stationery/lifestyle/snacks) rather than repeating the same set every time.\n6) Annotations: Thin, elegant, non-overlapping black curved arrows, pointing precisely to correct locations in a logical descending flow.\n\nCONSISTENCY CHECK (MANDATORY): Ensure the model’s worn outfit and the side deconstruction items MATCH in silhouette, dominant color, and material. If mismatch occurs, correct the deconstruction items and labels to match the model first; do not change already-correct parts.\n\nTEXT QA (MANDATORY): Use ONLY essential item labels, the lingerie Size, and the header ‘Expression Chart’. Do NOT include any prompt-like or instruction-like text or out-of-context words.\n\n[Technical]: Photorealistic, ultra-sharp magazine-grade text, soft studio lighting, high resolution. Aspect Ratio: 9:16.”
}

AI Fashion Editorial: The “Elite OOTD Visual Director” Workflow

Need magazine-quality fashion infographics without a studio? This article introduces the “Elite Editorial OOTD Visual Director V26.4” prompt. It uses nanobanana logic to generate original AI models, vertical outfit deconstruction, and detailed accessory layouts with a built-in “Diversity Engine” and “Text QA.”

#AIFashion #OOTD #VirtualStylist #PromptEngineering #FashionEditorial #nanobanana #VisualDirector #InfographicDesign #ECommerce #moyuai

High-quality OOTD (Outfit of the Day) images drive fashion e-commerce, but producing them is costly. Today, I’m sharing the “Elite Editorial OOTD Visual Director (V26.4),” a prompt system that automates the entire photoshoot and layout process. It generates original models, deconstructs outfits vertically, and adds professional details like expression charts and bag spills—all in one shot.

Core Features

💃 Diversity Engine: No more clones. Forces variations in facial structure, hair, and vibe, plus rotation of lingerie and bag styles. 📝 Text QA Whitelist: Strictly permits only essential item labels and sizes, eliminating AI gibberish for a clean, pro look. 👜 Lifestyle Bag Spill: Mandates items “spilling out” of the bag (lipstick, tech, books) with realistic shadows, adding narrative depth. 🔍 Full-Spectrum Details: Integrated “Expression Chart” and “Body Part Zooms” showcase the model’s versatility and skin texture.

Technical Breakdown

🔑 Core Logic: Reference Reconstruction This isn’t just image-to-image. The prompt commands the AI to Create an ORIGINAL AI model character while Replicating the outfit structure. It extracts the clothes from your reference and drapes them on a fresh, non-existent persona, avoiding copyright/likeness issues while maintaining style fidelity.

🔑 Visual Order: Vertical Deconstruction To achieve an infographic aesthetic, we enforce a Top-Down Deconstruction Logic.

  • Headwear -> Top

  • Outerwear -> Upper

  • Lingerie (with Size) -> Middle

  • Bottoms -> Lower

  • Shoes -> Bottom This physical alignment guides the viewer’s eye naturally, maximizing information retention.

🔑 Commercial Strategy: Exclusive Size Rule Why label only the lingerie size? The Exclusive Size Rule creates a focal point. By marking only the lingerie with Size: 75B, we visually highlight this high-margin, fit-critical item, making it perfect for subtle brand placement.

Use Cases

This tool is a powerhouse for fashion retail:

Case 1: Social Media Seeding. Rapidly generate diverse models wearing the same SKU to test engagement on TikTok/Instagram. Case 2: E-Commerce PDP Generator (Expansion).

  • Change aspect ratio to a wider format.

  • Add a Fabric Zoom section.

  • Instantly create a complete Product Detail Page header with model shot, flat lay, and texture close-up. Case 3: Virtual Boutique. Run a zero-inventory fashion blog using AI-curated looks and affiliate links.