Skilloop
Amazon White-Background Main Image

How to use

  1. 1

    Copy the install prompt

    Click the black button. One click, done.

  2. 2

    Paste it to your agent

    Send it in Claude Code, Codex, Cursor or similar. It installs itself.

  3. 3

    Ask in one sentence

    Say what you want, like below, and the agent follows this skill.

You:/amazon-white-background make me: Amazon / marketplace main images from phone or supplier photos

Example message showing how to invoke it, not a real output.

What you get

  • A #FFFFFF main image sized for Amazon / Walmart / eBay
  • Product identity locked so shape, colour and logo stay true
  • A Python check that flags background and fill-ratio issues

Good fit

  • Amazon / marketplace main images from phone or supplier photos

Not for

  • Lifestyle or infographic secondary images

What you need

  • An image tool in your agent, or GPTIMAGE_API_KEY (any OpenAI-compatible endpoint) + Python 3
  • pillow + numpy for the compliance check
License
MIT
Author
@xianyu110
Runs in:Claude CodeCodexCursorGemini CLIOpenCode

Upstream description

Create an Amazon-compliant white-background main image (pure #FFFFFF background, product fills ≥85% of the frame, no text, props or watermark) from a product photo with GPT Image 2.5, then verify it with a Python check script. Use for Amazon/Walmart/eBay main images, 白底图, 白底主图, hero image, listing main photo.

Other ways to install

Prefer doing it yourself? These commands do the same as the button.

Install prompt (paste into your agent)
Read https://skilloop.dev/skills/amazon-white-background/install.md and follow the instructions to install the skill.
One-line install · Claude Code
npx skills add https://github.com/xianyu110/ecommerce-image-skills/tree/main/skills/amazon-white-background -g -a claude-code
One-line install · Codex / Cursor
npx skills add https://github.com/xianyu110/ecommerce-image-skills/tree/main/skills/amazon-white-background -g -a codex
Manual (git) · Claude Code
git clone --depth 1 https://github.com/xianyu110/ecommerce-image-skills.git /tmp/ecommerce-image-skills
mkdir -p ~/.claude/skills && cp -r /tmp/ecommerce-image-skills/skills/amazon-white-background ~/.claude/skills/amazon-white-background

Original work by its authors, redistributed under its license. We only link and describe it.

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