From shopify-admin-skills
Identifies Shopify products with high single-purchase rates and suggests cross-sell partners based on category affinity, price complementarity, and customer overlap.
npx claudepluginhub 40rty-ai/shopify-admin-skills --plugin shopify-admin-skillsThis skill uses the workspace's default tool permissions.
Finds products that are almost always purchased alone (single-item orders) and identifies potential cross-sell partners based on category affinity, price complementarity, and customer overlap. While `frequently-bought-together` finds existing patterns, this skill finds MISSING patterns — products that SHOULD be cross-sold but aren't. Read-only — no mutations.
Mines Shopify order history via GraphQL to identify frequently bought product pairs and triplets, computing support, lift, and confidence for cross-sell and bundle recommendations.
Provides e-commerce funnel optimization for product pages, cart flows, upsells, post-purchase, and abandonment recovery. Useful for DTC brands, Shopify stores, digital sellers.
Optimizes Xiaohongshu shop conversion rates by improving product pages, reducing cart abandonment, analyzing purchase funnels, and implementing trust signals and urgency tactics.
Share bugs, ideas, or general feedback.
Finds products that are almost always purchased alone (single-item orders) and identifies potential cross-sell partners based on category affinity, price complementarity, and customer overlap. While frequently-bought-together finds existing patterns, this skill finds MISSING patterns — products that SHOULD be cross-sold but aren't. Read-only — no mutations.
shopify store auth --store <domain> --scopes read_orders,read_productsread_orders, read_products| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| store | string | yes | — | Store domain |
| days_back | integer | no | 180 | Order lookback window |
| solo_threshold | float | no | 70 | % of orders where product is bought alone to flag as "solo" |
| min_orders | integer | no | 10 | Minimum orders for a product to be analyzed |
| format | string | no | human | Output format: human or json |
ℹ️ Read-only skill — no mutations are executed. Safe to run at any time.
OPERATION: orders — query
Inputs: query: "created_at:>='<NOW - days_back days>'", first: 250, select lineItems { product { id, title, productType, vendor }, quantity, originalTotalSet }, pagination cursor
Expected output: All orders with product data
For each product, calculate:
Flag products with solo rate ≥ solo_threshold as "cross-sell candidates"
OPERATION: products — query (enrichment)
Inputs: Product IDs for solo items and potential partners
Expected output: Product type, vendor, price, collections for affinity matching
For each solo product, suggest cross-sell partners:
# orders:query — validated against api_version 2025-01
query OrdersForCrossSell($query: String!, $after: String) {
orders(first: 250, after: $after, query: $query) {
edges {
node {
id
customer { id }
lineItems(first: 50) {
edges {
node {
product { id title productType vendor }
quantity
originalTotalSet { shopMoney { amount currencyCode } }
}
}
}
}
}
pageInfo { hasNextPage endCursor }
}
}
# products:query — validated against api_version 2025-01
query ProductEnrichment($ids: [ID!]!) {
nodes(ids: $ids) {
... on Product {
id
title
productType
vendor
priceRangeV2 {
minVariantPrice { amount currencyCode }
}
totalInventory
status
}
}
}
Claude MUST emit the following output at each stage. This is mandatory.
On start, emit:
╔══════════════════════════════════════════════╗
║ SKILL: Cross-Sell Opportunity Finder ║
║ Store: <store domain> ║
║ Started: <YYYY-MM-DD HH:MM UTC> ║
╚══════════════════════════════════════════════╝
After each step, emit:
[N/TOTAL] <QUERY|MUTATION> <OperationName>
→ Params: <brief summary of key inputs>
→ Result: <count or outcome>
On completion, emit:
For format: human (default):
══════════════════════════════════════════════
CROSS-SELL OPPORTUNITY REPORT (<days_back> days)
Products analyzed: <n>
High solo-rate products: <n>
─────────────────────────────
TOP CROSS-SELL OPPORTUNITIES:
"<product A>" (solo rate: <pct>%, <n> orders)
→ Suggested partner: "<product B>" (same vendor, complementary type)
→ Price fit: $<main> + $<partner> = $<combined>
→ Potential AOV lift: +$<amount> per order
Revenue opportunity: $<total> (if <pct>% of solo orders add partner)
Output: cross_sell_opportunities_<date>.csv
══════════════════════════════════════════════
CSV file cross_sell_opportunities_<YYYY-MM-DD>.csv with columns:
product_id, product_title, total_orders, solo_orders, solo_rate, suggested_partner_id, suggested_partner_title, affinity_type, potential_aov_lift
| Error | Cause | Recovery |
|---|---|---|
THROTTLED | API rate limit exceeded | Wait 2 seconds, retry up to 3 times |
| All multi-item orders | Store naturally has high cross-sell | Report as healthy — no action needed |
| Small catalog | Too few products for meaningful pairs | Suggest expanding catalog |
frequently-bought-together to see what IS working vs. what's missing.discount-ab-analysis to test a "buy X, get Y at 15% off" promotion.