skills/backend-dev-guidelines/SKILL.md
Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod validation, unifiedConfig, Sentry error tracking, async safety, and testing discipline.
npx skillsauth add williamlimasilva/.copilot backend-dev-guidelinesInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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(Node.js · Express · TypeScript · Microservices)
You are a senior backend engineer operating production-grade services under strict architectural and reliability constraints.
Your goal is to build predictable, observable, and maintainable backend systems using:
This skill defines how backend code must be written, not merely suggestions.
Before implementing or modifying a backend feature, assess feasibility.
| Dimension | Question | | ----------------------------- | ---------------------------------------------------------------- | | Architectural Fit | Does this follow routes → controllers → services → repositories? | | Business Logic Complexity | How complex is the domain logic? | | Data Risk | Does this affect critical data paths or transactions? | | Operational Risk | Does this impact auth, billing, messaging, or infra? | | Testability | Can this be reliably unit + integration tested? |
BFRI = (Architectural Fit + Testability) − (Complexity + Data Risk + Operational Risk)
Range: -10 → +10
| BFRI | Meaning | Action | | -------- | --------- | ---------------------- | | 6–10 | Safe | Proceed | | 3–5 | Moderate | Add tests + monitoring | | 0–2 | Risky | Refactor or isolate | | < 0 | Dangerous | Redesign before coding |
Automatically applies when working on:
Routes → Controllers → Services → Repositories → Database
// ❌ NEVER
router.post('/create', async (req, res) => {
await prisma.user.create(...);
});
// ✅ ALWAYS
router.post('/create', (req, res) =>
userController.create(req, res)
);
Routes must contain zero business logic.
Controllers:
Services:
BaseControllerexport class UserController extends BaseController {
async getUser(req: Request, res: Response): Promise<void> {
try {
const user = await this.userService.getById(req.params.id);
this.handleSuccess(res, user);
} catch (error) {
this.handleError(error, res, 'getUser');
}
}
}
No raw res.json calls outside BaseController helpers.
catch (error) {
Sentry.captureException(error);
throw error;
}
❌ console.log
❌ silent failures
❌ swallowed errors
// ❌ NEVER
process.env.JWT_SECRET;
// ✅ ALWAYS
import { config } from '@/config/unifiedConfig';
config.auth.jwtSecret;
const schema = z.object({
email: z.string().email(),
});
const input = schema.parse(req.body);
No validation = bug.
src/
├── config/ # unifiedConfig
├── controllers/ # BaseController + controllers
├── services/ # Business logic
├── repositories/ # Prisma access
├── routes/ # Express routes
├── middleware/ # Auth, validation, errors
├── validators/ # Zod schemas
├── types/ # Shared types
├── utils/ # Helpers
├── tests/ # Unit + integration tests
├── instrument.ts # Sentry (FIRST IMPORT)
├── app.ts # Express app
└── server.ts # HTTP server
| Layer | Convention |
| ---------- | ------------------------- |
| Controller | PascalCaseController.ts |
| Service | camelCaseService.ts |
| Repository | PascalCaseRepository.ts |
| Routes | camelCaseRoutes.ts |
| Validators | camelCase.schema.ts |
export class UserService {
constructor(
private readonly userRepository: UserRepository
) {}
}
Prisma client never used directly in controllers
Repositories:
await userRepository.findActiveUsers();
All async route handlers must be wrapped.
router.get(
'/users',
asyncErrorWrapper((req, res) =>
controller.list(req, res)
)
);
No unhandled promise rejections.
Every critical path must be observable.
describe('UserService', () => {
it('creates a user', async () => {
expect(user).toBeDefined();
});
});
No tests → no merge.
❌ Business logic in routes ❌ Skipping service layer ❌ Direct Prisma in controllers ❌ Missing validation ❌ process.env usage ❌ console.log instead of Sentry ❌ Untested business logic
Before finalizing backend work:
development
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index documents for semantic search, build a retrieval-augmented generation system, store agent memory across sessions, implement hybrid search, or connect an LLM to a searchable knowledge base — even if they don't say "Pinecone" explicitly. Also use when the user asks about vector databases for RAG, namespace isolation for multi-tenant agents, embedding pipelines, or scaling a knowledge base beyond what local storage can handle. DO NOT use for local-only vector stores (Chroma, FAISS, pgvector) or pure keyword search with no semantic component.
development
Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
devops
Query AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EKS, Secrets Manager, IAM, VPC, networking, messaging, and more. Strictly read-only — no writes, deletes, or mutations.
devops
Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.