How does this skill help with return fraud?

It identifies sophisticated fraud patterns such as 'wardrobing,' swap fraud, and receipt fraud using industry-standard indicators and historical risk assessment frameworks.

Can it assist with international return policies?

Yes, it includes specialized logic for duty drawback eligibility, customs declarations, and cost-benefit analysis for 'returnless refunds' on international shipments.

Is this suitable for omnichannel retail environments?

Absolutely. It handles the complexities of Buy-Online-Return-In-Store (BORIS) workflows, including inventory reconciliation and cross-channel pricing adjustments.

What grading system does the skill use for returned goods?

The skill utilizes a standardized Grade A-D system, providing specific inspection criteria to categorize items as Like New, Good, Fair, or Salvage.

Returns & Reverse Logistics Manager

Name: Returns & Reverse Logistics Manager
Author: shihyu

byshihyu

•

E-commerce Solutions

Optimizes the end-to-end returns lifecycle by providing expert guidance on RMA authorization, condition grading, and fraud detection.

This skill transforms Claude into a senior returns operations expert with over 15 years of experience in retail and e-commerce logistics. It provides codified knowledge for handling complex return scenarios, from determining RMA eligibility and assigning condition grades to identifying fraud patterns and managing vendor recovery claims. By balancing customer satisfaction with margin protection, this skill helps teams make data-driven decisions on disposition routing—whether to restock, refurbish, liquidate, or scrap items—ensuring maximum value recovery throughout the reverse logistics chain.

Key Features

01Automated RMA eligibility and policy evaluation framework

02Economic-driven disposition routing logic (restock, refurbish, liquidate, scrap)

03Standardized 4-tier condition grading system (A-D) for accurate inspection

04Advanced fraud detection for wardrobing, swap fraud, and serial returners

05Comprehensive warranty claim management and vendor recovery (RTV) protocols

065 GitHub stars

Use Cases

01Processing high-value electronics returns with functional testing and refurbishment assessments

02Drafting evidence-based communications for warranty claim disputes and policy enforcement

03Identifying and managing high-risk customer accounts based on return rate and net margin

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add shihyu/jason_note returns-reverse-logistics

For use in Claude.ai and ChatGPT

Key Features

01Automated RMA eligibility and policy evaluation framework

02Economic-driven disposition routing logic (restock, refurbish, liquidate, scrap)

03Standardized 4-tier condition grading system (A-D) for accurate inspection

04Advanced fraud detection for wardrobing, swap fraud, and serial returners

05Comprehensive warranty claim management and vendor recovery (RTV) protocols

065 GitHub stars

Use Cases

01Processing high-value electronics returns with functional testing and refurbishment assessments

02Drafting evidence-based communications for warranty claim disputes and policy enforcement

03Identifying and managing high-risk customer accounts based on return rate and net margin