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amazon-return-reduction

Works out why customers are sending a product back, then fixes the cause — a listing that oversold it, packaging that did not protect it, or a missing size guide.

by nexscope-aipart of nexscope-ai/amazon-skills

One of 52 skills in the nexscope-ai/amazon-skills package — works on its own, and pairs well with its siblings.

WHEN YOUR AGENT SHOULD USE IT

A QUICK BOUNDARY

USE FOR

  • Look at a product whose return rate is far above the category norm.
  • Check whether listing content is setting the wrong expectations.
  • Cut returns on a clothing item where sizing is the recurring complaint.

Documents

This is the playbook your agent receives when the skill activates — you don't need to read it to use the skill, but it's here to audit before installing.

Amazon Return Reduction

Return rate reduction — root cause analysis, listing accuracy, packaging improvements, size guides

Supported platforms: Amazon (US, UK, DE, CA, JP, AU, and all marketplaces).

Built by Nexscope — your AI assistant for smarter e-commerce decisions.

Install
npx skills add nexscope/amazon-return-reduction
Usage
Help me with amazon return reduction for my e-commerce business.
Capabilities
  • Return rate reduction
  • root cause analysis
  • listing accuracy
  • packaging improvements
  • size guides
How This Skill Works

Step 1: Collect information from the user's message — product, platform, current situation, and goals.

Step 2: Ask one follow-up with all remaining questions using multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").

Step 3: Research and analyze using the frameworks and methodology below.

Step 4: Deliver structured, actionable output with specific recommendations, not vague advice.

Output Format
  • Start with a summary of findings
  • Include specific data points and benchmarks where available
  • Provide prioritized action items
  • Mark estimates with ⚠️ when based on incomplete data
  • End with concrete next steps
Other Skills

More e-commerce skills: nexscope-ai/eCommerce-Skills

Amazon-specific skills: nexscope-ai/Amazon-Skills

Built by Nexscope — your AI assistant for smarter e-commerce decisions.

Installation

Copy & paste — that's it
npx skills add nexscope-ai/amazon-skills --skill "amazon-return-reduction" --full-depth

Run this in your project — your agent picks the skill up automatically.

BEFORE IT WILL WORK

Nothing — it works as soon as it is installed.

License

Licensed under MIT— you can use, modify, and redistribute it under that license's terms.

View the full license file on GitHub →