GraphQL Design & Best Practices

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Enforces high-performance GraphQL schema design, resolver patterns, and N+1 query prevention strategies.

The GraphQL Design skill equips Claude with specialized knowledge to build production-grade GraphQL APIs that are scalable, maintainable, and efficient. It emphasizes Relay-style cursor pagination, modular schema architecture, and the implementation of DataLoaders to eliminate common performance bottlenecks like the N+1 problem. By following these patterns, developers can ensure their APIs provide robust error handling through typed mutation payloads and support real-time functionality via standardized subscription patterns, moving away from brittle, monolithic designs toward industry-standard practices.

Key Features

01Relay-style cursor pagination for efficient large-dataset handling
02DataLoader implementation patterns to prevent N+1 query overhead
03Anti-pattern detection to prevent direct database-to-schema exposure
04Subscription and PubSub configuration for real-time data streaming
05604 GitHub stars
06Typed mutation payloads for standardized and user-friendly error handling

Use Cases

01Optimizing existing resolvers to reduce database load and improve response times
02Standardizing error handling and pagination across a large engineering team
03Architecting a new modular GraphQL API with complex nested relationships