Agent skill · marketing growth · jeremylongshore
shopify-cost-tuning
Optimize Shopify app costs through plan selection, API usage monitoring,
Why this skill is useful
Provides specific strategies and API usage patterns for optimizing Shopify costs that the AI wouldn't reliably generate on its own.
What it needs
Requires shopify account access. About 2k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Shopify Cost Tuning Overview Optimize Shopify app and API costs through plan analysis, API usage monitoring, and strategies to minimize billable API calls. Covers Shopify store plans, Partner app billing, and API efficiency. Prerequisites Access to Shopify Partner Dashboard for app billing Understanding of current API usage patterns Knowledge of merchant's Shopify plan Instructions Step 1: Understand Shopify Plan Rate Limits API rate limits are determined by the merchant's plan, not your app: Merchant Plan REST Bucket REST Leak Rate GraphQL Points GraphQL Restore -------------- ------------- ---------------- ---------------- ----------------- Basic Shopify 40 requests 2/second 1,000 points 50/second Shopify 40 requests 2/second 1,000 points 50/second Advanced 40 requests 2/second 1,000 points 50/second Shopify Plus 80 requests 4/second 2,000 points 100/second Key insight: Upgrading from Basic to Advanced doesn't help rate limits. Only Plus doubles them. Step 2: App Billing API If your app charges merchants, use the GraphQL appSubscriptionCreate mutation to create recurring charges. Set test: true in development to avoid real billing. See App Billing API for the complete mutation and variable setup. Step 3: Monitor API Usage Track GraphQL query costs and REST call counts over time to identify optimization opportunities. Log extensions.cost.actualQueryCost from every GraphQL response. See Usage Tracker Class for a complete tracking implementation with reporting. Step 4: Cost Reduction Strategies Four key strategies: replace REST with GraphQL for targeted field selection, use bulk operations for exports, cache responses and invalidate via webhooks, and use Storefront API for public data. See Cost Reduction Strategies for code examples of each approach. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/shopify-cost-tuning