Agent skill · data analytics · jeremylongshore
shopify-performance-tuning
Optimize Shopify API performance with GraphQL query cost reduction,
Why this skill is useful
Provides specific strategies for optimizing Shopify API performance 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 Performance Tuning Overview Optimize Shopify API performance through GraphQL query cost reduction, bulk operations for large data exports, response caching, and Storefront API for high-traffic public-facing queries. Prerequisites Understanding of Shopify's calculated query cost system Access to the Shopify-GraphQL-Cost-Debug: 1 header for cost analysis Redis or in-memory cache available (optional) Instructions Step 1: Analyze and Reduce Query Cost Use the debug header to inspect requestedQueryCost vs actualQueryCost. Reduce cost by selecting only needed fields and lowering first: page sizes (250 to 50 can cut cost by 5x). See Query Cost Optimization for debug commands and before/after examples. Step 2: Use Bulk Operations for Large Exports Bulk operations bypass rate limits and are designed for exporting large datasets. Start a mutation, poll for completion, then download JSONL results. See Bulk Operations for the complete mutation/poll/download flow and performance comparison table. Step 3: Cache Frequently Accessed Data LRU cache layer with webhook-driven invalidation. Cache product data for 5 minutes, then clear on products/update webhook events. See Response Caching for the complete implementation. Step 4: Use Storefront API for Public Queries The Storefront API has separate rate limits and is designed for high-traffic public storefronts. Uses LATESTAPIVERSION from @shopify/shopify-api. See Storefront API Usage for the complete implementation. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/shopify-performance-tuning--6d4547