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ngs-amazon-image-studio

Generate Amazon ecommerce product images from a structured product business card.

588|92|Updated May 2, 2026
Search Tags:#image generation#openai#Prompt Engineering#listing#product images#eCommerce#Amazon
One-click install
npx skills add https://github.com/binggandata/bggg-skills --skill ngs-amazon-image-studio
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ngs-amazon-image-studio
Source: https://github.com/binggandata/bggg-skills/tree/main/ngs-amazon-image-studio
Command: npx skills add https://github.com/binggandata/bggg-skills --skill ngs-amazon-image-studio

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openai, Pillow, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Creating consistent, compliant Amazon product image sets (white-background, showcase, selling-point, hero, detail, lifestyle) requires careful prompt engineering, product fact accuracy, and visual coherence across images, which is difficult to do manually with generic image generators.

Core Features & Use Cases

  • Guided image-set workflow: Collects a product business card first, then confirms image types, sizes, output location, and a per-image plan before generating anything.
  • Six image types with meta-prompts: Uses dedicated meta-prompt templates for white-background, showcase, selling-point, hero, detail, and lifestyle images, with product fact locking and a unified visual concept across the set.
  • Flexible generation backends: Prefers the agent's built-in image generation capability, falling back to an OpenAI-compatible Images API script with reference-image support and versioned output naming.
  • Use Case: A seller uploads product photos and a business card for a pet water bottle, confirms a full six-image set, and receives versioned 2000x2000 PNGs organized into per-type subfolders.

Quick Start

Ask the agent to generate a complete Amazon image set for your product and provide the product photos, product name, and category when it requests the business card.

Frequently Asked Questions about ngs-amazon-image-studio

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate Amazon product images with AI?▼

Provide a product business card with product photos, name, and category, then choose from six image types: white-background, showcase, selling-point, hero, detail, or lifestyle. The skill builds a per-image plan with filenames and sizes, waits for your confirmation, then generates and quality-checks each image.

What image types does an Amazon listing image set need?▼

A complete set includes six types: white-background main image, showcase, selling-point, hero, detail, and lifestyle images. White-background, showcase, selling-point, and detail default to 2000x2000 px square, while hero and lifestyle default to 2000x1500 px at 4:3.

Can I generate Amazon images without an OpenAI API key?▼

Yes. The skill prioritizes the built-in image generation capability of the host agent, such as Codex or ChatGPT image tools, and only falls back to the OpenAI-compatible API script when no built-in capability exists. The API key is read only from the OPENAI_API_KEY environment variable.

How does the skill keep product appearance consistent across images?▼

It locks a confirmed white-background image as the master product reference and passes it with every subsequent generation. A confirmed secondary image can also serve as a tone reference controlling color grading, fonts, and brand feel without copying its scene or composition.

What are the limitations of AI-generated ecommerce images?▼

The skill cannot invent product facts such as materials, certifications, dimensions, or included accessories without user evidence. Each image type allows at most three generation attempts, and the skill does not create A+ pages or upload images to Amazon.

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