In simple English
Selling items online takes a lot of different pictures. You need main shots, detail views, model lookbooks and social media ads. Doing this by hand takes weeks or costs a lot of money in a photo studio. This project gives your coding assistant the instructions to make all those images for you. You drop in one reference photo and the tool generates marketplace-ready visuals.
What it is
A collection of open-source instructions for AI coding tools that automate e-commerce photography. It creates consistent product images across multiple angles and platforms without locking you into a subscription.
What it is good for
Cross-border sellers on Amazon, Shopify or TikTok Shop who need professional listing images and ads quickly from a single product photo.
- Generates marketplace-compliant images with correct backgrounds and ratios.
- Maintains consistent model features across multiple clothing angles.
- Works with multiple AI image generation backends through an API gateway.
- Requires access to an AI coding tool that supports the Agent Skills protocol.
- Needs paid API keys for image generation models like Gemini or OpenAI.
- Quality depends on the capabilities of the underlying image model you use.
Manual prompt tuning in Midjourney and expensive e-commerce photo studios
Claude Code
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npx skills add motiful/product-shots