Applies production backend patterns: middleware, error handling, auth, database integration, and API design. Use when working with backend service files or when the user mentions Express, Fastify, NestJS, backend patterns, or service architecture.
Scanned 5/27/2026
Install via CLI
openskills install tranhieutt/software_development_department---
name: backend-patterns
type: reference
description: "Applies production backend patterns: middleware, error handling, auth, database integration, and API design. Use when working with backend service files or when the user mentions Express, Fastify, NestJS, backend patterns, or service architecture."
paths: ["**/*.ts", "**/*.js", "**/server.*", "**/app.*", "**/routes/**"]
effort: 3
allowed-tools: Read, Glob, Grep, Write, Edit, Bash
context: fork
agent: backend-developer
user-invocable: true
when_to_use: "When building Node.js backend services with Express, Fastify, or similar frameworks"
---
# Backend Patterns
## Critical rules (non-obvious)
- **Always handle async errors in Express**: unhandled promise rejections crash the process; use `express-async-errors` or wrap every async handler
- **Never trust `req.body` size**: set `limit` on body-parser; default 100kb is too large for some, too small for others
- **`process.env` access at import time**: if accessed before `dotenv.config()`, value is undefined; call config() first in entry file
- **Connection pool misconfiguration**: default pool size (10) will exhaust under load; set `pool.max` based on `(num_cores * 2) + effective_spindle_count`
- **`res.json()` after `res.send()`**: causes "Cannot set headers after they are sent" — always `return` after sending response
## Express: production setup
```typescript
import express from "express";
import "express-async-errors"; // patches async error handling globally
import helmet from "helmet";
import { rateLimit } from "express-rate-limit";
const app = express();
app.use(helmet());
app.use(express.json({ limit: "10kb" }));
app.use(rateLimit({ windowMs: 15 * 60 * 1000, max: 100 }));
// Routes
app.use("/api/v1/users", userRouter);
app.use("/api/v1/products", productRouter);
// 404 handler — must come after all routes
app.use((req, res) => res.status(404).json({ error: "Not found" }));
// Global error handler — must have 4 params
app.use((err: Error, req: Request, res: Response, next: NextFunction) => {
const status = err instanceof AppError ? err.statusCode : 500;
res.status(status).json({ error: err.message });
});
```
## Repository pattern
```typescript
interface IUserRepository {
findById(id: string): Promise<User | null>;
findByEmail(email: string): Promise<User | null>;
save(user: User): Promise<User>;
delete(id: string): Promise<void>;
}
class PgUserRepository implements IUserRepository {
constructor(private readonly db: Pool) {}
async findById(id: string) {
const { rows } = await this.db.query(
"SELECT * FROM users WHERE id = $1 AND deleted_at IS NULL", [id]
);
return rows[0] ?? null;
}
}
```
## Service layer with error types
```typescript
class AppError extends Error {
constructor(public message: string, public statusCode: number) { super(message); }
}
class NotFoundError extends AppError { constructor(msg: string) { super(msg, 404); } }
class ForbiddenError extends AppError { constructor(msg: string) { super(msg, 403); } }
class UserService {
async getUser(id: string, requesterId: string): Promise<User> {
const user = await this.repo.findById(id);
if (!user) throw new NotFoundError(`User ${id} not found`);
if (user.id !== requesterId && !isAdmin(requesterId)) throw new ForbiddenError("Access denied");
return user;
}
}
```
## JWT middleware
```typescript
import jwt from "jsonwebtoken";
export function authenticate(req: Request, res: Response, next: NextFunction) {
const token = req.headers.authorization?.split(" ")[1];
if (!token) return res.status(401).json({ error: "No token" });
try {
req.user = jwt.verify(token, process.env.JWT_SECRET!) as JWTPayload;
next();
} catch {
res.status(401).json({ error: "Invalid token" });
}
}
```
## Database connection with retry
```typescript
import { Pool } from "pg";
const pool = new Pool({
connectionString: process.env.DATABASE_URL,
max: 20, // pool size
idleTimeoutMillis: 30_000,
connectionTimeoutMillis: 2_000,
});
// Test connection on startup
async function connectWithRetry(retries = 5, delay = 2000) {
for (let i = 0; i < retries; i++) {
try {
await pool.query("SELECT 1");
console.log("DB connected");
return;
} catch (err) {
if (i === retries - 1) throw err;
await new Promise(r => setTimeout(r, delay * (i + 1))); // exponential backoff
}
}
}
```
## Graceful shutdown
```typescript
const server = app.listen(PORT);
async function shutdown(signal: string) {
console.log(`${signal} received. Shutting down gracefully.`);
server.close(async () => {
await pool.end(); // drain DB connections
process.exit(0);
});
setTimeout(() => process.exit(1), 10_000); // force exit after 10s
}
process.on("SIGTERM", () => shutdown("SIGTERM"));
process.on("SIGINT", () => shutdown("SIGINT"));
```
## Common pitfalls
| Pitfall | Fix |
|---|---|
| Async handler without try/catch | Use `express-async-errors` package |
| `await` inside `forEach` | Use `Promise.all(array.map(async...))` |
| Logging raw errors to client | Log internally; return sanitized message to client |
| Missing `return` after `res.json()` | Always `return res.json(...)` to stop execution |
| Secrets in `config.js` | Use `process.env` + validation on startup |
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