shopify-admin-return-fraud-detector
OfficialFlag abnormal return behavior for review.
Finance & Accounting#data analytics#read-only#shopify#returns#fraud detection#customer risk#operations review
Author40RTY-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you identify potentially abusive or abnormal return behavior so support and ops can review cases before approving additional returns.
Core Features & Use Cases
- Detects return-risk patterns: high return rate, wardrobing (full-order returns shortly after delivery), and serial returners based on configurable thresholds.
- Read-only candidate list: produces a review queue rather than automatically blocking or restricting customers.
- Shopify data-driven evaluation: queries orders, returns, and customer identity fields over a configurable lookback window.
Quick Start
Use shopify-admin-return-fraud-detector for store mystore.myshopify.com with days_back set to 180 and format set to human to generate a flagged customer review queue.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: shopify-admin-return-fraud-detector Download link: https://github.com/40RTY-ai/shopify-admin-skills/archive/main.zip#shopify-admin-return-fraud-detector Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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