shopify-admin-frequently-bought-together
Installation
SKILL.md
Purpose
Analyzes order history to discover which products are frequently purchased together. Calculates co-occurrence frequency, lift scores, and confidence metrics to generate data-driven cross-sell recommendations and bundle candidates. Read-only — no mutations.
Prerequisites
- Authenticated Shopify CLI session:
shopify store auth --store <domain> --scopes read_orders,read_products - API scopes:
read_orders,read_products
Parameters
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| store | string | yes | — | Store domain |
| days_back | integer | no | 180 | Order lookback window |
| min_support | integer | no | 3 | Minimum co-occurrence count to report a pair |
| max_results | integer | no | 25 | Maximum product pairs to return |
| group_size | integer | no | 2 | Pair size: 2 for pairs, 3 for triplets |
| collection_filter | string | no | — | Limit to products in a specific collection |
| format | string | no | human | Output format: human or json |