Expert guide for designing and consuming GraphQL APIs. Covers Apollo Server/Client, NestJS GraphQL (Code-First & Schema-First), TypeGraphQL, caching, and N+1 query optimization.
Scanned 9/6/2026
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---
name: graphql-apollo-expert
description: "Expert guide for designing and consuming GraphQL APIs. Covers Apollo Server/Client, NestJS GraphQL (Code-First & Schema-First), TypeGraphQL, caching, and N+1 query optimization."
author: "vibes-plug-swarm"
---
# GraphQL & Apollo Expert
[English](#english) | [Bahasa Indonesia](#bahasa-indonesia)
---
<a name="english"></a>
## English
### Orchestration & Integration
Connects and orchestrates with relevant domain skills like `brainstorming`, `zero-to-prod-orchestrator`, and `project-context-mapper` to ensure cohesive execution.
### Description
Production-grade guidance for building and consuming **GraphQL APIs**. Focuses on the **Apollo** ecosystem (Apollo Server, Apollo Client, Federation), **NestJS GraphQL** integration, and solving common performance pitfalls like the N+1 query problem using DataLoaders.
### Trigger Conditions
Activate this skill when the user is:
- Setting up a GraphQL server with NestJS, Express, or Apollo Server.
- Using `@apollo/client` or `@vue/apollo-composable` on the frontend.
- Deciding between Code-First vs. Schema-First GraphQL design.
- Optimizing backend database queries triggered by GraphQL resolvers (N+1 problem).
- Implementing GraphQL Subscriptions via WebSockets.
### Core Concepts
#### 1. Code-First vs Schema-First (NestJS)
- **Code-First (Recommended for TypeScript):** Define resolvers and object types using TS decorators. The schema `.gql` file is automatically generated. Ensures a single source of truth.
- **Schema-First:** Write raw `.gql` files and use tools to generate TypeScript interfaces.
```typescript
// NestJS Code-First Example
import { ObjectType, Field, Int } from '@nestjs/graphql';
@ObjectType()
export class User {
@Field(() => Int)
id: number;
@Field()
email: string;
}
import { Resolver, Query } from '@nestjs/graphql';
@Resolver(() => User)
export class UserResolver {
@Query(() => [User])
async users(): Promise<User[]> {
return [{ id: 1, email: 'user@example.com' }];
}
}
```
#### 2. The N+1 Problem & DataLoader
GraphQL's resolver architecture easily causes the N+1 query problem (e.g., querying authors and their posts results in 1 query for authors, and N queries for each author's posts).
**Solution:** Always use `DataLoader` to batch and cache database requests within a single GraphQL execution tick.
#### 3. Apollo Client (Frontend)
Use Apollo Client for robust caching and normalized state management on the frontend.
```tsx
import { useQuery, gql } from '@apollo/client';
const GET_USERS = gql`
query GetUsers {
users {
id
email
}
}
`;
function UserList() {
const { loading, error, data } = useQuery(GET_USERS);
if (loading) return <p>Loading...</p>;
return <div>{data.users[0].email}</div>;
}
```
### Integration with Other Skills (MANDATORY)
This skill works best when combined with:
- `js-backend-expert` — For setting up the underlying Node.js/NestJS server architecture.
- `database-orm-expert` — For connecting Prisma/Drizzle ORM directly to GraphQL resolvers and DataLoaders.
- `senior-frontend` / `vue-frontend-expert` — For integrating Apollo Client into React or Vue applications.
### Referenced By Orchestrators (MANDATORY)
- `brainstorming` — Add to "API Design & Contracts".
- `zero-to-prod-orchestrator` — Phase 4 (Backend APIs).
---
<a name="bahasa-indonesia"></a>
## Bahasa Indonesia
### Integrasi Orkestrasi
Terhubung dan mengorkestrasi skill domain yang relevan seperti `brainstorming`, `zero-to-prod-orchestrator`, dan `project-context-mapper` untuk memastikan eksekusi yang kohesif.
### Deskripsi
Panduan produksi untuk membangun dan mengkonsumsi API **GraphQL**. Mencakup ekosistem **Apollo**, **NestJS GraphQL**, dan teknik optimasi performa seperti *DataLoader*.
### Kondisi Pemicu
- Saat mengkonfigurasi server GraphQL menggunakan NestJS atau Apollo.
- Saat menggunakan Apollo Client di aplikasi React atau Vue.
- Saat menghadapi masalah performa N+1 query pada resolusi data.
### Panduan Singkat
- **Pilih Code-First di TypeScript:** Di NestJS atau TypeScript murni, gunakan pendekatan *Code-First* (`@nestjs/graphql` atau TypeGraphQL) agar Anda tidak perlu mengelola file `.gql` dan *interface* TS secara terpisah.
- **Gunakan DataLoader Wajib:** Jangan pernah melakukan *query* database langsung di dalam resolver yang mengembalikan *list of objects* bersarang. Gunakan `DataLoader` dari Facebook untuk mengumpulkan (batching) request database.
- **Frontend Caching:** Manfaatkan normalisasi *cache* bawaan Apollo Client agar Anda tidak perlu menggunakan Redux atau state manager lain untuk menyimpan data dari server.
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