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muapi-ugc-lifestyle-try-on

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Original

English
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Translation

Chinese

UGC Lifestyle Try-On

UGC风格生活场景试穿展示

Generate UGC-style (User Generated Content) lifestyle photos of a person wearing or using your product — authentic, relatable, social-media-native imagery.
Estimated credits: ~60 per run.
生成用户原创内容（UGC）风格的生活方式照片，展示人物穿戴或使用你的产品——打造真实、有共鸣、适配社交媒体的图像。
预估消耗点数： 每次运行约60点。

Inputs

输入参数

NameTypeRequiredDefaultDescription
product_name
textyes—The product to feature (e.g. "white oversized hoodie", "blue light blocking glasses", "leather crossbody bag").
product_image
image_urlyes—Product image or photo URL to use as reference for the try-on.
model_description
textnowoman, 25-30 years old, natural look, diverseDescription of the model (e.g. "man, athletic build, 20s", "woman, curvy, 30s, warm skin tone").
setting
textnocasual lifestyle, natural lightingScene and mood (e.g. "urban street style", "cozy home morning routine", "gym workout", "coffee shop").
platform
textnoinstagramTarget platform — "instagram", "tiktok", "pinterest", "amazon".
名称类型是否必填默认值描述
product_name
文本是—要展示的产品（例如："白色宽松连帽衫"、"防蓝光眼镜"、"皮质斜挎包"）。
product_image
图片URL是—用于试穿参考的产品图片或照片URL。
model_description
文本否woman, 25-30 years old, natural look, diverse模特描述（例如："男性，健硕身材，20多岁"、"女性，丰腴体型，30多岁，暖色调肤色"）。
setting
文本否casual lifestyle, natural lighting场景与氛围（例如："都市街头风格"、"温馨居家晨间日常"、"健身房锻炼"、"咖啡店"）。
platform
文本否instagram目标平台——"instagram"、"tiktok"、"pinterest"、"amazon"。

Steps

步骤

Submit the plan with TWO steps:
提交包含两个步骤的方案：

Step 1 — Outfit/Product Try-On

步骤1 — 穿搭/产品试穿生成

  1. Try-on generation — 
    muapi image edit
    (model=
    ai-dress-change
    ) if product is wearable clothing, otherwise 
    muapi image edit
    (model=
    flux-kontext-pro-i2i
    ):
    • For clothing/wearables with 
      ai-dress-change
      :
      • Product: 
        {{product_image}}
      • Prompt: 
        {{model_description}} wearing the product naturally in a {{setting}} environment. Authentic UGC-style photo, candid pose, natural expression.
    • For accessories/non-clothing with 
      flux-kontext-pro-i2i
      :
      • Prompt: 
        {{model_description}} using/wearing {{product_name}} in a {{setting}}. The product from the reference image is clearly visible and featured. Natural UGC-style lifestyle photography, authentic candid feel.
    • Aspect ratio: 4:5 for Instagram, 9:16 for TikTok, 2:3 for Pinterest
  1. 试穿图像生成 — 若产品为可穿戴服饰，使用
    muapi image edit
    （模型=
    ai-dress-change
    ）；否则使用
    muapi image edit
    （模型=
    flux-kontext-pro-i2i
    ）：
    • 针对服饰/可穿戴产品使用
      ai-dress-change
      ：
      • 产品：
        {{product_image}}
      • 提示词：
        {{model_description}} 在{{setting}}环境中自然穿戴该产品。真实UGC风格照片，candid pose，自然表情。
    • 针对配饰/非服饰产品使用
      flux-kontext-pro-i2i
      ：
      • 提示词：
        {{model_description}} 在{{setting}}场景中使用/穿戴{{product_name}}。参考图片中的产品需清晰可见并作为展示重点。自然UGC风格生活摄影，真实抓拍质感。
    • 宽高比：Instagram为4:5，TikTok为9:16，Pinterest为2:3

Step 2 — UGC Lifestyle Variant

步骤2 — UGC风格生活场景变体

  1. Lifestyle context shot — 
    muapi image edit
    (model=
    gpt4o-edit
    ) using the output from Step 1:
    • Prompt: 
      Make this look like authentic UGC content — add realistic environment context for {{setting}}, adjust lighting to feel natural and unposed, subtle film grain, candid photography style. Keep product {{product_name}} clearly visible and well-lit.
After generation:
  • Present both the try-on and lifestyle variant
  • Offer to generate a 3-image carousel set with different poses/settings
  • Suggest adding a short UGC-style video with 
    kling-v3.0-pro-image-to-video
  1. 生活场景背景图生成 — 使用步骤1的输出结果，调用
    muapi image edit
    （模型=
    gpt4o-edit
    ）：
    • 提示词：
      将这张图调整为真实UGC内容风格——为{{setting}}添加真实的环境背景，调整光线使其自然且无摆拍感，添加细微胶片颗粒感，采用candid photography风格。确保{{product_name}}清晰可见且光线充足。
生成完成后：
  • 展示试穿图和生活场景变体图
  • 提供生成包含不同姿势/场景的3图轮播套装选项
  • 建议使用
    kling-v3.0-pro-image-to-video
    生成一段UGC风格短视频

Notes

注意事项

  • UGC performs best when it looks "accidental" — avoid overly polished or symmetrical compositions.
  • For TikTok/Reels, suggest animating the best static shot into a video.
  • For Amazon, refer back to the 
    amazon-product-listing
    skill for white-background variants.
  • UGC内容的最佳效果是看起来“偶然抓拍”的——避免过度精致或对称的构图。
  • 针对TikTok/Reels，建议将最佳静态图制作成动画视频。
  • 针对Amazon平台，可参考
    amazon-product-listing
    技能生成白底变体图。

Trigger Keywords

触发关键词

ugc
, 
try on
, 
lifestyle photo
, 
model wearing
, 
outfit photo
, 
wear product
, 
user generated
, 
ugc content
, 
lifestyle try on
ugc
, 
try on
, 
lifestyle photo
, 
model wearing
, 
outfit photo
, 
wear product
, 
user generated
, 
ugc content
, 
lifestyle try on

Notes for the Executing Agent

执行Agent注意事项

  • This recipe is LLM-orchestrated: read each phase, gather any missing inputs from the user, then call 
    muapi
    CLI commands. Use 
    muapi auth configure
    first if 
    MUAPI_API_KEY
    is unset.
  • For model IDs without a CLI alias yet, fall back to the raw endpoint via 
    curl -X POST https://api.muapi.ai/api/v1/<endpoint> -H "x-api-key: $MUAPI_API_KEY" -H 'content-type: application/json' -d '{...}'
    and poll with 
    muapi predict wait <request_id>
    .
  • Substitute 
    {{input_name}}
    placeholders with the user's actual inputs before issuing each call.
  • 本方案由LLM编排：阅读每个阶段，向用户收集缺失的输入信息，然后调用
    muapi
    CLI命令。若
    MUAPI_API_KEY
    未设置，需先执行
    muapi auth configure
    。
  • 对于尚未有CLI别名的模型ID，可通过原始端点回退调用：
    curl -X POST https://api.muapi.ai/api/v1/<endpoint> -H "x-api-key: $MUAPI_API_KEY" -H 'content-type: application/json' -d '{...}'
    ，并使用
    muapi predict wait <request_id>
    轮询结果。
  • 在发起每个调用前，需将
    {{input_name}}
    占位符替换为用户的实际输入内容。