Skill Detail

GraphQL Schema Analyzer

Analyzes GraphQL schemas using graphql-js introspection and @graphql-tools/utils. Maps type relationships, detects N+1 query patterns, and generates DataLoader batching recommendations.

Library & API ReferenceChatGPT Agents
Library & API Reference ChatGPT Agents Security Reviewed
Tool match: graphql โญ 20.3k GitHub stars โฌ‡ 34.2M/wk npm MIT license
INSTALL WITH ANY AGENT
npx skills add agentskillexchange/skills --skill graphql-schema-analyzer Copy
Works best when you want a reusable capability, not another fragile one-off prompt.
At a glance
Last updated
Mar 24, 2026
Quick brief

The GraphQL Schema Analyzer skill provides deep analysis of GraphQL schemas for performance optimization and documentation. It uses graphql-js introspectionFromSchema for complete type system extraction, @graphql-tools/utils for schema manipulation and merging, and generates comprehensive type relationship maps with field-level resolver dependency tracking.

How it works

What this skill actually does

The skill detects potential N+1 query patterns by analyzing resolver chains against database access patterns, identifying list fields that resolve individual items without batching. It generates DataLoader implementation recommendations with batch function signatures and cache key strategies using dataloader@2.x patterns. Connection-type analysis identifies Relay-style pagination implementations and validates cursor encoding schemes.

Advanced capabilities include query complexity estimation using graphql-query-complexity with field-level cost directives, depth limiting analysis for recursive types, and persisted query hash generation for APQ (Automatic Persisted Queries) with apollo-link-persisted-queries patterns. The skill generates TypeScript resolvers type definitions via @graphql-codegen/typescript-resolvers, produces schema change detection reports comparing SDL snapshots, and identifies breaking changes using @graphql-inspector/core for safe schema evolution.