shopify-admin-order-cancellation-analysis
Installation
SKILL.md
Purpose
Computes cancellation rate (cancelled orders / total orders) over a configurable window, broken down by cancelReason (CUSTOMER, FRAUD, INVENTORY, DECLINED, OTHER, STAFF). Surfaces shifts in cancellation patterns — for example, a spike in INVENTORY cancellations suggests a stock data integrity problem, while a spike in FRAUD suggests a coordinated attack. Read-only — no mutations.
Prerequisites
- Authenticated Shopify CLI session:
shopify store auth --store <domain> --scopes read_orders - API scopes:
read_orders
Parameters
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| store | string | yes | — | Store domain (e.g., mystore.myshopify.com) |
| days_back | integer | no | 30 | Lookback window for orders included in the analysis |
| bucket | string | no | day | Time bucket: day, week, or month |
| min_value | float | no | 0 | Only include orders above this total value |
| reason_filter | string | no | — | Optional filter to a single cancelReason |
| format | string | no | human | Output format: human or json |