Can this skill help identify return fraud?

Yes, it includes frameworks for detecting common return fraud patterns such as wardrobing, receipt fraud, swap fraud, and identifying problematic serial returners.

How does the skill handle different product conditions?

It implements a standardized grading system (Grades A through D) to evaluate returned items and determine the best disposition path, from restocking as new to salvage.

What is the main purpose of the Returns & Reverse Logistics skill?

It provides expert-level guidance and codified logic for managing the entire lifecycle of product returns, ensuring operational efficiency and maximum margin recovery.

Is it suitable for international e-commerce?

Yes, the skill includes core knowledge regarding international return complexities, including duty drawback eligibility and returnless refund thresholds.

Returns & Reverse Logistics

Name: Returns & Reverse Logistics
Author: saar120

bysaar120

0•

E-commerce Solutions

Manages the complete returns lifecycle from authorization and grading to disposition and fraud detection using industry-standard operations logic.

This skill transforms Claude into a senior returns operations manager with over 15 years of experience in e-commerce and retail logistics. It provides codified expertise for handling Return Merchandise Authorizations (RMA), conducting multi-tier product inspections, and making data-driven disposition decisions based on recovery economics. Whether you are building automated refund workflows, investigating serial returner patterns, or managing complex warranty claims, this skill provides the grading frameworks and policy logic needed to balance customer satisfaction with margin protection.

Key Features

01Warranty Claim & Vendor Recovery (RTV) management logic

02Comprehensive Grading Frameworks (Grade A-D) for accurate inspection

03Return Fraud & Abuse Pattern Recognition (wardrobing, swap fraud)

040 GitHub stars

05Economic Disposition Decision Trees for margin optimization

06Omnichannel Return Policy Logic for BORIS and international returns

Use Cases

01Optimizing recovery margins by routing returned items to restock, refurbish, or liquidation channels

02Automating RMA eligibility checks and label generation based on product category and value

03Analyzing customer behavior to flag serial returners or fraudulent return patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add saar120/skillgate-registry returns-reverse-logistics

For use in Claude.ai and ChatGPT

Key Features

01Warranty Claim & Vendor Recovery (RTV) management logic

02Comprehensive Grading Frameworks (Grade A-D) for accurate inspection

03Return Fraud & Abuse Pattern Recognition (wardrobing, swap fraud)

040 GitHub stars

05Economic Disposition Decision Trees for margin optimization

06Omnichannel Return Policy Logic for BORIS and international returns

Use Cases

01Optimizing recovery margins by routing returned items to restock, refurbish, or liquidation channels

02Automating RMA eligibility checks and label generation based on product category and value

03Analyzing customer behavior to flag serial returners or fraudulent return patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add saar120/skillgate-registry returns-reverse-logistics

For use in Claude.ai and ChatGPT