shopify-admin-refund-rate-analysis
OfficialSpot refund-rate drivers by product or period.
Finance & Accounting#graphql#shopify#orders#csv reporting#refund rate#refund analytics#inventory quality signals
Author40RTY-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps you identify which products, vendors, or time periods are generating the most refunds so you can pinpoint potential listing, quality, or expectation mismatches.
Core Features & Use Cases
- Refund rate analytics: Computes refund rate by grouping refunded orders into product, vendor, or period buckets.
- Actionable diagnostics: Highlights where refunded units concentrate relative to total units sold.
- Read-only safety: Performs analysis using read-only Shopify Admin GraphQL operations with no mutations.
Quick Start
Run shopify-admin-refund-rate-analysis for your store with the default 30-day lookback to produce a refund_rate_<date>.csv report grouped by product.
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-refund-rate-analysis Download link: https://github.com/40RTY-ai/shopify-admin-skills/archive/main.zip#shopify-admin-refund-rate-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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