shopify-admin-order-cancellation-analysis

What problem does it solve?

It helps you track how often orders get canceled and identify whether the cancellations are driven by customer issues, fraud signals, inventory problems, declined payments, or other causes.

Core Features & Use Cases

• Cancellation rate over time: Computes cancelled orders / total orders across a configurable lookback window and time bucket (day/week/month).
• Reason-based breakdown: Groups canceled orders by Shopify cancelReason to reveal which category is driving changes.
• Anomaly detection: Flags buckets where a single cancelReason exceeds 2x its trailing 7-bucket average to surface emerging problems early.
• Read-only safety: Uses only a orders query with pagination and performs no mutations.

Quick Start

Run the shopify-admin-order-cancellation-analysis skill for store mystore.myshopify.com over the last 30 days in daily buckets and return results in human format.