amz-return-reduction

Installation
SKILL.md

Return Reduction

Every return costs more than the refund. You eat the refund administration fee Amazon keeps, the return shipping, often a unit that cannot be resold, and on a high-return ASIN the Returns Processing Fee on top. A high return rate also drags organic rank and can throttle ad eligibility, so the bleed compounds. Most returns trace to a small number of root causes. This skill clusters them, prices each one, and fixes the worst at the source.

When to use this

  • A product's return rate is above the category norm.
  • Returns Processing Fee charges are showing up on the settlement report.
  • Refunds are visibly eating into profit.
  • A seller wants to know why a specific product gets sent back.
  • A return rate is climbing and the cause is unclear.
  • Pre-Q4 audit. you cannot afford a high return rate on peak volume.
  • Returns spiked after a supplier change or a listing edit.
Installs
105
GitHub Stars
9
First Seen
May 24, 2026
amz-return-reduction — jaygptpro/amazon-pro-skills