home / skills / aj-geddes / useful-ai-prompts / graphql-implementation
This skill helps you design and implement GraphQL APIs with scalable schemas, resolvers, and modern best practices.
npx playbooks add skill aj-geddes/useful-ai-prompts --skill graphql-implementationReview the files below or copy the command above to add this skill to your agents.
---
name: graphql-implementation
description: Design and implement GraphQL APIs with schema design, resolvers, queries, mutations, subscriptions, and best practices. Use when building GraphQL servers, designing schemas, or migrating from REST to GraphQL.
---
# GraphQL Implementation
## Overview
Implement GraphQL APIs with proper schema design, resolver patterns, error handling, and performance optimization for flexible client-server communication.
## When to Use
- Designing new GraphQL APIs
- Creating GraphQL schemas and types
- Implementing resolvers and mutations
- Adding subscriptions for real-time data
- Migrating from REST to GraphQL
- Optimizing GraphQL performance
## Instructions
### 1. **GraphQL Schema Design**
```graphql
type User {
id: ID!
email: String!
firstName: String!
lastName: String!
role: UserRole!
posts: [Post!]!
createdAt: DateTime!
updatedAt: DateTime!
}
enum UserRole {
ADMIN
USER
MODERATOR
}
type Post {
id: ID!
title: String!
content: String!
author: User!
comments: [Comment!]!
publishedAt: DateTime
createdAt: DateTime!
}
type Comment {
id: ID!
text: String!
author: User!
post: Post!
createdAt: DateTime!
}
type Query {
user(id: ID!): User
users(limit: Int, offset: Int): [User!]!
post(id: ID!): Post
posts(authorId: ID, limit: Int, offset: Int): [Post!]!
search(query: String!): [SearchResult!]!
}
union SearchResult = User | Post | Comment
type Mutation {
createUser(input: CreateUserInput!): User!
updateUser(id: ID!, input: UpdateUserInput!): User!
deleteUser(id: ID!): Boolean!
createPost(input: CreatePostInput!): Post!
updatePost(id: ID!, input: UpdatePostInput!): Post!
deletePost(id: ID!): Boolean!
createComment(postId: ID!, text: String!): Comment!
}
input CreateUserInput {
email: String!
firstName: String!
lastName: String!
role: UserRole!
}
input UpdateUserInput {
email: String
firstName: String
lastName: String
role: UserRole
}
input CreatePostInput {
title: String!
content: String!
}
input UpdatePostInput {
title: String
content: String
publishedAt: DateTime
}
type Subscription {
userCreated: User!
postPublished: Post!
commentAdded(postId: ID!): Comment!
}
scalar DateTime
```
### 2. **Node.js Apollo Server Implementation**
```javascript
const { ApolloServer, gql } = require('apollo-server-express');
const express = require('express');
const typeDefs = gql`
type Query {
user(id: ID!): User
users: [User!]!
}
type User {
id: ID!
email: String!
firstName: String!
lastName: String!
posts: [Post!]!
}
type Post {
id: ID!
title: String!
content: String!
author: User!
}
type Mutation {
createUser(email: String!, firstName: String!, lastName: String!): User!
createPost(title: String!, content: String!): Post!
}
`;
const resolvers = {
Query: {
user: async (_, { id }, { db }) => {
return db.users.findById(id);
},
users: async (_, __, { db }) => {
return db.users.findAll();
}
},
User: {
posts: async (user, _, { db }) => {
return db.posts.findByAuthorId(user.id);
}
},
Post: {
author: async (post, _, { db }) => {
return db.users.findById(post.authorId);
}
},
Mutation: {
createUser: async (_, { email, firstName, lastName }, { db }) => {
const user = { id: Date.now().toString(), email, firstName, lastName };
db.users.save(user);
return user;
},
createPost: async (_, { title, content }, { user, db }) => {
if (!user) throw new Error('Unauthorized');
const post = { id: Date.now().toString(), title, content, authorId: user.id };
db.posts.save(post);
return post;
}
}
};
const server = new ApolloServer({
typeDefs,
resolvers,
context: ({ req }) => ({
user: req.user,
db: require('./database')
})
});
const app = express();
server.start().then(() => {
server.applyMiddleware({ app });
app.listen(4000, () => console.log('GraphQL server running on port 4000'));
});
```
### 3. **Python GraphQL Implementation (Graphene)**
```python
import graphene
from datetime import datetime
from typing import List
class UserType(graphene.ObjectType):
id = graphene.ID(required=True)
email = graphene.String(required=True)
first_name = graphene.String(required=True)
last_name = graphene.String(required=True)
posts = graphene.List(lambda: PostType)
class PostType(graphene.ObjectType):
id = graphene.ID(required=True)
title = graphene.String(required=True)
content = graphene.String(required=True)
author = graphene.Field(UserType)
created_at = graphene.DateTime(required=True)
class Query(graphene.ObjectType):
user = graphene.Field(UserType, id=graphene.ID(required=True))
users = graphene.List(UserType)
posts = graphene.List(PostType, author_id=graphene.ID())
def resolve_user(self, info, id):
return User.objects.get(pk=id)
def resolve_users(self, info):
return User.objects.all()
def resolve_posts(self, info, author_id=None):
if author_id:
return Post.objects.filter(author_id=author_id)
return Post.objects.all()
class CreateUserMutation(graphene.Mutation):
class Arguments:
email = graphene.String(required=True)
first_name = graphene.String(required=True)
last_name = graphene.String(required=True)
user = graphene.Field(UserType)
success = graphene.Boolean()
def mutate(self, info, email, first_name, last_name):
user = User.objects.create(
email=email,
first_name=first_name,
last_name=last_name
)
return CreateUserMutation(user=user, success=True)
class Mutation(graphene.ObjectType):
create_user = CreateUserMutation.Field()
schema = graphene.Schema(query=Query, mutation=Mutation)
```
### 4. **Query Examples**
```graphql
# Get user with posts
query GetUserWithPosts {
user(id: "123") {
id
email
firstName
posts {
id
title
createdAt
}
}
}
# Paginated users query
query GetUsers($limit: Int, $offset: Int) {
users(limit: $limit, offset: $offset) {
id
email
firstName
}
}
# Search across types
query Search($query: String!) {
search(query: $query) {
... on User {
id
email
}
... on Post {
id
title
}
}
}
# Create user mutation
mutation CreateUser($input: CreateUserInput!) {
createUser(input: $input) {
id
email
firstName
}
}
# Subscribe to new comments
subscription OnCommentAdded($postId: ID!) {
commentAdded(postId: $postId) {
id
text
author {
firstName
}
}
}
```
### 5. **Error Handling**
```javascript
const resolvers = {
Query: {
user: async (_, { id }) => {
try {
const user = await User.findById(id);
if (!user) {
throw new GraphQLError('User not found', {
extensions: {
code: 'NOT_FOUND',
userId: id
}
});
}
return user;
} catch (error) {
throw new GraphQLError('Database error', {
originalError: error,
extensions: { code: 'INTERNAL_ERROR' }
});
}
}
}
};
server.formatError = (formattedError) => ({
message: formattedError.message,
code: formattedError.extensions?.code || 'INTERNAL_ERROR',
timestamp: new Date().toISOString()
});
```
## Best Practices
### ✅ DO
- Use clear, descriptive field names
- Design schemas around client needs
- Implement proper error handling
- Use input types for mutations
- Add subscriptions for real-time data
- Cache resolvers efficiently
- Validate input data
- Use federation for scalability
### ❌ DON'T
- Over-nest queries deeply
- Expose internal database IDs
- Return sensitive data without authorization
- Create overly complex schemas
- Forget to handle null values
- Ignore N+1 query problems
- Skip error messages
## Performance Tips
- Use DataLoader to batch database queries
- Implement query complexity analysis
- Cache at resolver level
- Use connection patterns for pagination
- Monitor query execution time
This skill helps design and implement production-ready GraphQL APIs, covering schema design, resolvers, queries, mutations, subscriptions, error handling, and performance optimizations. It provides concrete patterns and examples for Node.js (Apollo) and Python (Graphene) implementations to accelerate building scalable, maintainable GraphQL servers.
The skill inspects API requirements and translates them into a typed GraphQL schema with queries, mutations, unions, enums, input types, and custom scalars. It supplies resolver patterns, authentication/authorization checks, error formatting, subscription wiring for real-time updates, and performance techniques like DataLoader batching and query complexity limits.
How do I prevent N+1 queries?
Use DataLoader to batch and cache related database fetches inside resolvers, and prefer joins or optimized queries when possible.
When should I use subscriptions?
Use subscriptions for real-time features like live comments or notifications; otherwise prefer queries and polling to reduce complexity.