GraphQL API design. Covers schema, queries, mutations, and resolvers. Use when building or consuming GraphQL APIs. USE WHEN: user mentions "GraphQL", "schema definition", "resolvers", "mutations", "queries", "DataLoader", "N+1 problem", asks about "how to design GraphQL API", "GraphQL schema", "GraphQL authentication", "GraphQL pagination", "Apollo Server" DO NOT USE FOR: REST APIs - use `rest-api` instead; tRPC - use `trpc` instead; GraphQL code generation - use `graphql-codegen` instead
Scanned 9/8/2026
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---
name: graphql
description: |
GraphQL API design. Covers schema, queries, mutations, and resolvers.
Use when building or consuming GraphQL APIs.
USE WHEN: user mentions "GraphQL", "schema definition", "resolvers", "mutations", "queries",
"DataLoader", "N+1 problem", asks about "how to design GraphQL API", "GraphQL schema",
"GraphQL authentication", "GraphQL pagination", "Apollo Server"
DO NOT USE FOR: REST APIs - use `rest-api` instead; tRPC - use `trpc` instead;
GraphQL code generation - use `graphql-codegen` instead
allowed-tools: Read, Grep, Glob, Write, Edit
---
# GraphQL Core Knowledge
> **Deep Knowledge**: Use `mcp__documentation__fetch_docs` with technology: `graphql` for comprehensive documentation.
## Schema Definition
```graphql
type User {
id: ID!
name: String!
email: String!
posts: [Post!]!
createdAt: DateTime!
}
type Post {
id: ID!
title: String!
content: String
author: User!
published: Boolean!
}
type Query {
user(id: ID!): User
users(limit: Int, offset: Int): [User!]!
post(id: ID!): Post
}
type Mutation {
createUser(input: CreateUserInput!): User!
updateUser(id: ID!, input: UpdateUserInput!): User!
deleteUser(id: ID!): Boolean!
}
input CreateUserInput {
name: String!
email: String!
}
```
## Resolvers
```typescript
const resolvers = {
Query: {
user: (_, { id }, context) => {
return context.db.users.findUnique({ where: { id } });
},
users: (_, { limit, offset }, context) => {
return context.db.users.findMany({ take: limit, skip: offset });
},
},
Mutation: {
createUser: (_, { input }, context) => {
return context.db.users.create({ data: input });
},
},
User: {
posts: (parent, _, context) => {
return context.db.posts.findMany({ where: { authorId: parent.id } });
},
},
};
```
## Queries
```graphql
query GetUser($id: ID!) {
user(id: $id) {
id
name
email
posts {
title
published
}
}
}
mutation CreateUser($input: CreateUserInput!) {
createUser(input: $input) {
id
name
}
}
```
## When NOT to Use This Skill
- REST API design (use `rest-api` skill)
- OpenAPI/Swagger documentation (use `openapi` skill)
- tRPC type-safe APIs (use `trpc` skill)
- Generating GraphQL types from schema (use `graphql-codegen` skill)
- Simple CRUD operations where REST is sufficient
## Best Practices
| Do | Don't |
|----|----|
| Use input types for mutations | N+1 queries (use DataLoader) |
| Implement pagination | Return unbounded lists |
| Add field-level auth | Expose sensitive data |
| Use fragments for reuse | Over-fetch data |
## Anti-Patterns
| Anti-Pattern | Why It's Bad | Solution |
|--------------|--------------|----------|
| N+1 queries | Causes performance issues, database overload | Use DataLoader for batching |
| Exposing implementation details in schema | Tight coupling, hard to refactor | Use domain-driven schema design |
| No pagination on lists | Memory issues, slow responses | Implement cursor or offset pagination |
| Allowing unbounded query depth | DoS vulnerability | Add depth limiting |
| No query complexity limits | Resource exhaustion | Add complexity analysis |
| Exposing sensitive fields without auth | Security vulnerability | Add field-level authorization |
| Using `String` for IDs | Type safety issues | Use `ID!` scalar type |
| Returning null instead of errors | Poor error handling | Use proper GraphQL error responses |
## Quick Troubleshooting
| Issue | Possible Cause | Solution |
|-------|----------------|----------|
| Slow query performance | N+1 queries | Implement DataLoader, check resolver patterns |
| High memory usage | Large unbounded lists | Add pagination, limit query depth |
| "Cannot return null for non-nullable field" | Missing data or resolver error | Check database queries, add error handling |
| Query rejected | Depth or complexity limit exceeded | Optimize query, reduce nesting |
| Authentication errors | Missing or invalid token | Check context creation, verify token |
| Type mismatch errors | Schema/resolver mismatch | Ensure resolver return types match schema |
| CORS errors | Server configuration issue | Configure CORS in Apollo Server |
| Introspection disabled | Production security setting | Enable for development, disable in production |
## Production Readiness
### Security Configuration
```typescript
// Query depth limiting
import depthLimit from 'graphql-depth-limit';
const server = new ApolloServer({
schema,
validationRules: [depthLimit(10)], // Max 10 levels deep
});
// Query complexity limiting
import { createComplexityLimitRule } from 'graphql-validation-complexity';
const complexityLimitRule = createComplexityLimitRule(1000, {
scalarCost: 1,
objectCost: 10,
listFactor: 10,
});
// Disable introspection in production
const server = new ApolloServer({
introspection: process.env.NODE_ENV !== 'production',
plugins: [
process.env.NODE_ENV === 'production'
? ApolloServerPluginLandingPageDisabled()
: ApolloServerPluginLandingPageLocalDefault(),
],
});
```
### N+1 Query Prevention (DataLoader)
```typescript
import DataLoader from 'dataloader';
// Create loader per request (in context)
function createLoaders(db: PrismaClient) {
return {
userLoader: new DataLoader<string, User>(async (ids) => {
const users = await db.user.findMany({
where: { id: { in: [...ids] } },
});
const userMap = new Map(users.map(u => [u.id, u]));
return ids.map(id => userMap.get(id) || null);
}),
postsByUserLoader: new DataLoader<string, Post[]>(async (userIds) => {
const posts = await db.post.findMany({
where: { authorId: { in: [...userIds] } },
});
const postsByUser = new Map<string, Post[]>();
posts.forEach(p => {
const existing = postsByUser.get(p.authorId) || [];
postsByUser.set(p.authorId, [...existing, p]);
});
return userIds.map(id => postsByUser.get(id) || []);
}),
};
}
// Use in resolvers
const resolvers = {
User: {
posts: (parent, _, context) => {
return context.loaders.postsByUserLoader.load(parent.id);
},
},
};
```
### Field-Level Authorization
```typescript
import { rule, shield, and, or } from 'graphql-shield';
const isAuthenticated = rule()((parent, args, context) => {
return context.user !== null;
});
const isAdmin = rule()((parent, args, context) => {
return context.user?.role === 'ADMIN';
});
const isOwner = rule()((parent, args, context) => {
return parent.authorId === context.user?.id;
});
const permissions = shield({
Query: {
users: isAuthenticated,
user: isAuthenticated,
},
Mutation: {
deleteUser: and(isAuthenticated, or(isAdmin, isOwner)),
updateUser: and(isAuthenticated, or(isAdmin, isOwner)),
},
User: {
email: or(isAdmin, isOwner), // Only owner or admin can see email
},
});
const server = new ApolloServer({
schema: applyMiddleware(schema, permissions),
});
```
### Rate Limiting
```typescript
import { rateLimitDirective } from 'graphql-rate-limit-directive';
const { rateLimitDirectiveTypeDefs, rateLimitDirectiveTransformer } =
rateLimitDirective();
const typeDefs = gql`
${rateLimitDirectiveTypeDefs}
type Query {
users: [User!]! @rateLimit(limit: 100, duration: 60)
}
type Mutation {
createUser(input: CreateUserInput!): User!
@rateLimit(limit: 10, duration: 60)
}
`;
```
### Error Handling
```typescript
// Custom error formatting
const server = new ApolloServer({
formatError: (formattedError, error) => {
// Log original error
logger.error(error);
// Don't leak internal errors
if (formattedError.extensions?.code === 'INTERNAL_SERVER_ERROR') {
return {
message: 'Internal server error',
extensions: {
code: 'INTERNAL_SERVER_ERROR',
},
};
}
// Remove stack trace in production
if (process.env.NODE_ENV === 'production') {
delete formattedError.extensions?.stacktrace;
}
return formattedError;
},
});
```
### Monitoring Metrics
| Metric | Alert Threshold |
|--------|-----------------|
| Query duration p99 | > 500ms |
| Error rate | > 1% |
| Complexity score (avg) | > 500 |
| Depth exceeded errors | > 10/min |
| DataLoader cache hit ratio | < 50% |
### Pagination (Relay-style)
```graphql
type Query {
users(first: Int, after: String, last: Int, before: String): UserConnection!
}
type UserConnection {
edges: [UserEdge!]!
pageInfo: PageInfo!
totalCount: Int!
}
type UserEdge {
cursor: String!
node: User!
}
type PageInfo {
hasNextPage: Boolean!
hasPreviousPage: Boolean!
startCursor: String
endCursor: String
}
```
### Request Logging
```typescript
const server = new ApolloServer({
plugins: [
{
async requestDidStart(requestContext) {
const start = Date.now();
return {
async willSendResponse(ctx) {
logger.info({
operationName: ctx.request.operationName,
query: ctx.request.query,
variables: ctx.request.variables,
duration: Date.now() - start,
errors: ctx.errors?.length || 0,
});
},
};
},
},
],
});
```
### Checklist
- [ ] Query depth limiting
- [ ] Query complexity limiting
- [ ] Introspection disabled in production
- [ ] DataLoader for N+1 prevention
- [ ] Field-level authorization
- [ ] Rate limiting on mutations
- [ ] Custom error formatting
- [ ] Relay-style pagination
- [ ] Request logging with timing
- [ ] Input validation
- [ ] Persisted queries (optional)
- [ ] APQ (Automatic Persisted Queries) enabled
## Code Generation
GraphQL Codegen generates TypeScript types and hooks from your GraphQL schema and operations.
### Quick Setup
```bash
npm install -D @graphql-codegen/cli @graphql-codegen/client-preset
```
```typescript
// codegen.ts
import { CodegenConfig } from '@graphql-codegen/cli';
const config: CodegenConfig = {
schema: 'http://localhost:4000/graphql',
documents: ['src/**/*.graphql', 'src/**/*.tsx'],
generates: {
'./src/gql/': {
preset: 'client',
plugins: [],
},
},
};
export default config;
```
### Generated Usage
```typescript
import { graphql } from '@/gql';
import { useQuery } from '@tanstack/react-query';
const UserQuery = graphql(`
query GetUser($id: ID!) {
user(id: $id) {
id
name
email
}
}
`);
function UserProfile({ id }: { id: string }) {
const { data } = useQuery({
queryKey: ['user', id],
queryFn: () => request(endpoint, UserQuery, { id }),
});
return <div>{data?.user?.name}</div>;
}
```
### Related Skills
| Skill | Purpose |
|-------|---------|
| [GraphQL Codegen](../../api-integration/graphql-codegen/SKILL.md) | Full codegen setup |
| [TanStack Query](../../state-management/tanstack-query/SKILL.md) | Data fetching hooks |
| [React API](../../frontend-frameworks/react-api/SKILL.md) | Alternative data patterns |
## Reference Documentation
- [DataLoader](quick-ref/dataloader.md)
- [Authentication](quick-ref/auth.md)
- [Code Generation](quick-ref/codegen.md)
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