pose-transfer

AI-powered fashion model pose transfer tool. Generate pose variations of a model/product image using reference pose images while keeping clothing and background consistent.

3,891 stars

Best use case

pose-transfer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

AI-powered fashion model pose transfer tool. Generate pose variations of a model/product image using reference pose images while keeping clothing and background consistent.

Teams using pose-transfer should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/pose-transfer/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/3cpj/pose-transfer/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/pose-transfer/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How pose-transfer Compares

Feature / Agentpose-transferStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

AI-powered fashion model pose transfer tool. Generate pose variations of a model/product image using reference pose images while keeping clothing and background consistent.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Pose Transfer

AI 姿态迁移工具 —— 给模特换姿势,保持服装和背景不变。

## 使用方法

```bash
python3 scripts/generate.py \
  --original "/path/to/model.jpg" \
  --poses "/path/to/pose.jpg" \
  --output "./output" \
  --keep-background
```

## 参数

| 参数 | 说明 |
|------|------|
| `--original` | 原图路径 |
| `--poses` | pose 参考图(1-4张) |
| `--output` | 输出目录(默认./output)|
| `--keep-background` | 保留原图背景 |
| `--desc` | 详细描述(提高准确度)|
| `--expression` | 表情(默认smiling)|
| `--resolution` | 分辨率 1K/2K/4K |

## 前置要求

```bash
export FAL_KEY="your-fal-api-key"
pip install fal-client
```

获取 API Key: https://www.fal.ai/dashboard/keys

## 费用

- $0.15/张图
- 模型: fal-ai/nano-banana-pro/edit

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