Clothing Grass Planting

clothing-grass-planting — 相同穿搭改模特场景姿势

穿搭不动，人 / 场景 / 姿势全换，换成社交平台的种草风格。

和 one-shot 的区别：one-shot 面向电商主图（保持棚拍规范、构图不动），本技能面向内容种草——要的是生活感、抓拍感、氛围光，构图和景别都可以变。

生成效果示例

实际执行的命令：

dlazy gpt-image-2 \
  --prompt 'Lifestyle social-commerce photo. Image 1 shows the outfit to keep: a light-grey textured sleeveless knit mini dress with a mock neckline, a pearl choker, a cream-and-tan tote bag and silver pointed heels. Image 2 is the model, pose, scene and lighting reference: a young woman on a sunlit tree-lined street outside a coffee shop, hand in her hair, warm dappled daylight, shallow depth of field. Put the complete outfit from image 1 onto the model from image 2. Keep every garment detail faithful: same grey knit texture, same neckline and hem length, same pearl choker, same tote bag colour blocking. Reproduce image 2 for the model identity, pose, camera angle, crop, street background and colour grading. Photorealistic influencer-style photo, no text, no watermark.' \
  --images docs/clothing-grass-planting/source-outfit.jpg docs/clothing-grass-planting/scene-reference.jpg \
  --size 1024x1536 --quality medium --imageFormat jpeg \
  --save docs/clothing-grass-planting/example-output.jpg

输出

example-output.jpg — 1024×1536。连衣裙的浅灰针织纹理、立领、腰线与裙长，珍珠项链的珠径，托特包的米白/棕拼色全部保留；模特、抚发姿势、咖啡馆街景、树影暖光与浅景深照抄参考图。

1、能力边界

不做：不改穿搭的任何一件单品；不生成特定真人的换脸图；不用于伪造他人肖像代言或伪造使用体验。

2、输入素材规则

生成前先自检这几条硬性约束：

• 大小：20KB ~ 15MB
• 分辨率：大于 400×400
• 格式：jpg / jpeg / png / webp

输入建议

3、种草图的场景配方

种草图的说服力来自「像是随手拍的」。四个要素缺一不可：

一套穿搭铺多篇笔记：固定穿搭描述段，只换这四个要素 → 一套衣服出 5 个场景版本，覆盖不同内容主题（通勤 / 约会 / 旅行 / 居家 / 运动）。

穿搭锁定句（必写，逐件点名）：

Keep every garment detail faithful: same [上装描述], same [下装描述],
same [鞋], same [包], same [配饰] — colour, pattern, texture and fit unchanged.

4、工具调用

本技能使用 dLazy 的 gpt-image-2（图像编辑模型；本技能要「整套穿搭逐件保真 + 人和环境全换」，是对指令跟随要求最高的一类任务）。

调用方式

两种等价写法，选一种。统一入口会自动选后端、失败重试、建目录落盘、估算成本：

# A. 统一入口（推荐）：可切任意后端，加 --dry-run 不计费空跑
node scripts/gen.mjs --task clothing-grass-planting \
  --prompt '<见下方 Prompt 模板>' \
  --images <按下表顺序> \
  --save output/clothing-grass-planting-<sku>.jpg

# B. 直接用 dLazy CLI（不想引入 Node 依赖时，效果等价）
dlazy gpt-image-2 --prompt '...' --images ... --save output/clothing-grass-planting.jpg

参数约定（本技能固定用法）

Command Examples

# basic call: 用参考图换模特+场景+姿势
dlazy gpt-image-2 \
  --prompt 'Lifestyle social-commerce photo. Image 1 shows the outfit to keep. Image 2 is the model, pose, scene and lighting reference. Put the complete outfit from image 1 onto the model from image 2. Keep every garment detail faithful — colour, pattern, texture and fit unchanged. Reproduce image 2 for model identity, pose, camera angle, crop, background and colour grading. Photorealistic influencer-style photo, no text, no watermark.' \
  --images docs/clothing-grass-planting/source-outfit.jpg docs/clothing-grass-planting/scene-reference.jpg \
  --size 1024x1536 --quality medium

# complex call: 一套穿搭铺 5 个内容场景（纯文字描述场景）
SRC=docs/clothing-grass-planting/source-outfit.jpg
OUTFIT='Keep the complete outfit from the source image faithful: same light-grey textured sleeveless knit mini dress with mock neckline, same pearl choker, same cream-and-tan tote bag, same silver pointed heels — colour, pattern, texture and fit unchanged.'
CAM='Photorealistic influencer-style photo, shallow depth of field, shot on 50mm, slight film grain, natural colour grading, no text, no watermark.'
for S in street cafe home travel commute; do
  case $S in
    street)  SCENE='on a sunlit tree-lined street, mid-stride walking toward the camera, warm dappled daylight through the leaves' ;;
    cafe)    SCENE='sitting at a marble cafe table holding a coffee cup, soft window light with visible haze' ;;
    home)    SCENE='standing by a bright bedroom window with sheer curtains, hand resting on the frame, soft diffused morning light' ;;
    travel)  SCENE='on a seaside boardwalk at golden hour, hair moving in the wind, low backlight with rim glow' ;;
    commute) SCENE='in a modern office lobby, walking past glass panels, cool even daylight' ;;
  esac
  dlazy gpt-image-2 \
    --prompt "Lifestyle social-commerce photo. Replace the model, pose, scene and lighting: a young woman $SCENE. $OUTFIT $CAM" \
    --images "$SRC" --size 1024x1536 --quality medium --imageFormat jpeg \
    --batch 3 --save "docs/clothing-grass-planting/output-$S.jpg"
done

# 先估价不真跑
dlazy gpt-image-2 --dry-run --prompt '...' --images a.jpg b.jpg --size 1024x1536

延伸阅读

5、Prompt 模板

Lifestyle social-commerce photo.

Image 1 shows the outfit to keep: [逐件描述：上装 / 下装 / 鞋 / 包 / 配饰].
Image 2 is the model, pose, scene and lighting reference.   ← 用参考图时保留这行

Put the complete outfit from image 1 onto the model from image 2.

Keep every garment detail faithful: same [上装], same [下装], same [鞋], same [包],
same [配饰] — colour, pattern, texture and fit unchanged.

Reproduce image 2 for the model identity, pose, camera angle, crop, background
and colour grading.
（纯文字版改为：Replace the model, pose, scene and lighting: [场景 + 动作 + 光线]）

Photorealistic influencer-style photo, shallow depth of field, shot on 50mm,
slight film grain, natural colour grading, no text, no watermark.

按问题追加的修正句

6、执行流程

1. 洗干净输入：去掉滤镜、文字贴纸（remove-watermark）。
2. 逐件列穿搭：上装 / 下装 / 鞋 / 包 / 配饰——一件一句，这段整组复用。
3. 定内容主题：通勤 / 约会 / 旅行 / 居家 / 运动，每个主题对应一组场景 + 动作 + 光线（第三节配方）。
4. 补相机语言：50mm、浅景深、轻微颗粒——这是「像随手拍」的关键。
5. --batch 3~4 出多张挑姿势自然的，落盘到 docs/clothing-grass-planting/。
6. 质检：单品是否齐、是否被换、手部、生活感是否够、背景是否抢戏。

7、常见问题

Tips

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