Give your AI agent the power to generate and edit fashion images.
This repository contains Agent Skills for WeShop AI — a production-grade image generation and editing platform built for e-commerce and fashion.
Instead of figuring out an API from scratch, your agent loads a skill and immediately knows exactly what to do.
| Capability | What it looks like |
|---|---|
| 👗 Model Swap | Replace the model in a product photo while keeping the garment pixel-perfect |
| 🧍 Pose Change | Change the model's pose without touching the clothing |
| 🌆 Scene / Background | Drop the product into any scene — studio, street, nature, anywhere |
| � Virtual Try-On | Dress a modeel in any garment from a single clothing image |
| 🖼️ Canvas Expand | Extend image edges with AI-generated content that blends naturally |
| ✂️ Background Remove | Clean cutout or solid-color background replacement |
| 📦 Product Scene Gen | Generate lifestyle product shots from plain product images |
Pick the skill that fits your agent's capabilities and install it:
npx skills add weshopai/skills@weshop-cli-skill
npx skills add weshopai/skills@weshop-openapi-skillFor OpenClaw users:
clawhub install weshop-cli-skill
clawhub install weshop-openapi-skillOr point your agent directly at the skill directory:
skills/weshop-cli-skill/ ← if your agent can run shell commands
skills/weshop-openapi-skill/ ← if your agent can make HTTP requests
Sign up at weshop.ai and grab your API key from the dashboard.
Take this product photo and generate 4 lifestyle shots with different backgrounds.
Swap the model in this image with a different fashion model, keep the outfit.
Do a virtual try-on: put this jacket on the model in the reference photo.
That's it. The agent handles the rest.
For agents that run shell commands via the weshop CLI. Covers 6 agents plus upload and status utilities. Requires weshop-cli installed (npm install -g weshop-cli@0.1.0) and the WESHOP_API_KEY environment variable set.
aimodel— fashion model generation & scene editingaiproduct— product still-life & background editingaipose— pose change while preserving garmentvirtualtryon— virtual try-on compositionexpandimage— canvas expansionremoveBG— background removal / replacement
For agents that call the WeShop OpenAPI directly (HTTP). Covers the same 6 agents.
Agent Skills are an open standard supported by a growing ecosystem of agent products — including Claude Code, Coworker, OpenClaw, and others.
MIT