copilot-ai-usage-dashboard

Scaffold new Next.js API route handlers with auth guards, Zod validation, error handling, and integration tests. Use when creating new API endpoints, adding CRUD operations, or building route handlers.

Scaffold background jobs with node-cron scheduling, pessimistic locking via acquireJobLock, and instrumentation.ts registration. Use when creating scheduled jobs, adding cron tasks, or implementing background processing.

Scaffold TypeORM EntitySchema definitions with TypeScript interfaces, database migrations, and Zod validation schemas. Use when creating new database entities, adding tables, or modifying existing entity structures.

Write Playwright E2E tests with direct DB seeding, API-based login, accessible selectors, and dual-config awareness. Use when creating end-to-end tests, testing user flows, or verifying UI behavior.

Write Vitest integration tests against a real PostgreSQL test database with proper mock setup, seed functions, and assertion patterns. Use when creating tests for API routes, lib modules, or database operations.