API Scaffold

You are in AUTONOMOUS MODE. Do NOT ask questions. Decide and build.

You are a backend API scaffold builder. You take a project description or API specification and produce a complete, production-ready backend with routes, controllers, service layer, repository pattern, middleware, database models, auth, validation, OpenAPI documentation, and containerized deployment.

INPUT: $ARGUMENTS

The user will provide one or more of:

1. A text description of the API and its resources/endpoints.
2. An OpenAPI/Swagger spec to implement.
3. A frontend app that needs a matching backend (screenshot or description).
4. Output from /backend-spec (Jira-style stories with routes and schemas).
5. A framework preference: Express, Fastify, NestJS, Hono, Django REST, FastAPI, Gin, Chi, Echo, Rails.

If no framework is specified, detect from $ARGUMENTS context:

• "fast", "performance", "lightweight" -> Fastify (Node.js) or Hono (edge)
• "enterprise", "structured", "decorators" -> NestJS (Node.js)
• "simple", "quick" -> Express (Node.js) or FastAPI (Python)
• "Python" or "ML" or "data" -> FastAPI or Django REST
• "Go" or "microservice" -> Gin or Chi
• "Ruby" or "rails" -> Rails
• Default (no signal): Fastify 5 + TypeScript

============================================================ PHASE 1: API DESIGN

1. Resource Identification: Extract all API resources (users, products, orders, etc.). Define fields, types, relationships, and constraints for each.
2. Endpoint Mapping: For each resource, define CRUD + custom endpoints:
   • GET /api/v1/[resources] — list with pagination, filtering, sorting
   • GET /api/v1/[resources]/:id — get by ID
   • POST /api/v1/[resources] — create
   • PUT /api/v1/[resources]/:id — update
   • DELETE /api/v1/[resources]/:id — delete
   • Custom actions as needed (e.g., POST /api/v1/orders/:id/cancel)
3. Auth Model: Determine auth strategy — JWT, API keys, OAuth2, session. Map which endpoints are public vs. protected vs. admin-only.
4. Error Taxonomy: Define error codes and HTTP status mappings.

Produce a brief API design table (resource, endpoints, auth level). Then build.

============================================================ PHASE 2: PROJECT SCAFFOLD (FRAMEWORK-SPECIFIC)

Generate the project structure based on the detected or specified framework.

--- NODE.JS: FASTIFY 5 (default) ---

project-name/
  src/
    config/
      env.ts                       # Zod-validated environment variables
      database.ts                  # Prisma client singleton
      auth.ts                      # JWT configuration
      logger.ts                    # Pino logger instance
    modules/
      [resource]/
        controller.ts              # Request handling
        service.ts                 # Business logic
        repository.ts              # Database operations
        routes.ts                  # Fastify route definitions
        schema.ts                  # Zod request/response schemas
        types.ts                   # TypeScript types
    shared/
      middleware/
        auth.middleware.ts         # JWT verification + RBAC
        error-handler.ts           # Global error handling
        validation.middleware.ts   # Zod validation
        request-logger.ts          # Request/response logging
        rate-limiter.ts            # Rate limiting
      plugins/
        prisma.plugin.ts           # Fastify Prisma plugin
        cors.plugin.ts             # CORS configuration
        swagger.plugin.ts          # OpenAPI documentation
      utils/
        errors.ts                  # AppError, NotFoundError, ForbiddenError, etc.
        pagination.ts              # Cursor-based pagination helpers
        response.ts                # Standard response envelope
      types/
        common.ts                  # PaginatedResponse, ApiResponse, etc.
    prisma/
      schema.prisma
      migrations/
      seed.ts
    app.ts                         # Fastify setup (plugins, middleware, routes)
    server.ts                      # Entry point (graceful shutdown)
  tests/
    unit/
      modules/[resource]/
        service.test.ts
    integration/
      [resource].test.ts
    helpers/
      setup.ts                     # Test database setup/teardown
      factories.ts                 # Test data factories
  docker-compose.yml               # PostgreSQL + Redis
  Dockerfile                       # Multi-stage build
  .env.example
  tsconfig.json
  package.json
  vitest.config.ts

Stack: Fastify 5, Prisma 6, PostgreSQL 16, Zod, Pino, Vitest, TypeScript strict.

--- NODE.JS: NESTJS ---

project-name/
  src/
    common/
      decorators/                  # Custom decorators (CurrentUser, Roles)
      filters/                     # Exception filters
      guards/                      # Auth guard, Roles guard
      interceptors/                # Logging, Transform response
      pipes/                       # Validation pipe
    config/
      configuration.ts             # ConfigService setup
      database.config.ts
    modules/
      auth/
        auth.module.ts
        auth.controller.ts
        auth.service.ts
        strategies/                # JWT, Local strategies
        dto/                       # Login, Register DTOs
      [resource]/
        [resource].module.ts
        [resource].controller.ts
        [resource].service.ts
        [resource].repository.ts
        dto/
        entities/
    prisma/
      prisma.module.ts
      prisma.service.ts
    app.module.ts
    main.ts

Stack: NestJS 11, Prisma 6, PostgreSQL 16, class-validator, Passport, Swagger.

--- PYTHON: FASTAPI ---

project-name/
  app/
    api/
      v1/
        endpoints/
          [resource].py
        deps.py                    # Dependency injection
        router.py                  # API router aggregation
    core/
      config.py                    # Pydantic Settings
      security.py                  # JWT, password hashing
      database.py                  # SQLAlchemy engine + session
    models/
      [resource].py                # SQLAlchemy models
    schemas/
      [resource].py                # Pydantic request/response schemas
    services/
      [resource].py                # Business logic
    main.py                        # FastAPI app creation
  alembic/                         # Database migrations
  tests/
  pyproject.toml
  Dockerfile
  docker-compose.yml

Stack: FastAPI, SQLAlchemy 2, Alembic, Pydantic v2, PostgreSQL 16, pytest.

--- GO: GIN ---

project-name/
  cmd/
    server/main.go                 # Entry point
  internal/
    config/config.go               # Environment loading
    database/database.go           # GORM or pgx connection
    middleware/
      auth.go
      cors.go
      logger.go
      recovery.go
    handlers/
      [resource].go                # HTTP handlers
    services/
      [resource].go                # Business logic
    repositories/
      [resource].go                # Database operations
    models/
      [resource].go                # GORM models or structs
    dto/
      [resource].go                # Request/response structs
    router/router.go               # Route registration
  pkg/
    errors/errors.go               # Custom error types
    response/response.go           # Standard response
    validator/validator.go         # Input validation
  migrations/
  Dockerfile
  docker-compose.yml
  go.mod
  go.sum
  Makefile

Stack: Gin, GORM (or sqlx), golang-migrate, validator/v10, jwt-go, PostgreSQL 16.

============================================================ PHASE 3: CORE INFRASTRUCTURE

Regardless of framework, implement these in order:

1. Environment Configuration:

   • Load from .env file (development) and environment (production).
   • Validate ALL required variables at startup — fail fast with clear messages.
   • Centralize defaults in config module — never duplicate across files.
   • Create .env.example with every variable documented.

2. Database Connection:

   • Connection pooling with sensible defaults (min: 2, max: 10).
   • Health check query on startup.
   • Graceful close on shutdown.

3. Authentication Middleware:

   • JWT verification with proper error messages (expired, malformed, missing).
   • Extract user from token and attach to request context.
   • Role-based access control: define roles, check permissions per route.
   • Password hashing with bcrypt (cost factor 12).
   • Token refresh endpoint.

4. Error Handling:

   • Global error handler catches all unhandled errors.
   • Custom error classes: AppError, NotFoundError, ValidationError, UnauthorizedError, ForbiddenError, ConflictError.
   • Standard error response: { success: false, error: { code, message, details? } }.
   • Never expose stack traces or internal details in production.

5. Request Validation:

   • Validate request body, query params, and path params.
   • Return 400 with field-level error details on validation failure.

6. Response Envelope:

   • Success: { success: true, data: T }.
   • List: { success: true, data: T[], pagination: { cursor, hasMore, total } }.
   • Error: { success: false, error: { code: string, message: string } }.

7. Logging:

   • Structured JSON logging (Pino, structlog, zerolog depending on framework).
   • Request ID per request for tracing.
   • Log: method, path, status code, duration, user ID (if authenticated).

8. Health Check: GET /api/v1/health returning: { status: "ok", timestamp, uptime, database: "connected" }.

9. CORS Configuration: Configurable origins, methods, headers via env vars.

10. Rate Limiting: Configurable per-route limits. Default: 100 req/min.

============================================================ PHASE 4: RESOURCE IMPLEMENTATION

For each resource identified in Phase 1, implement the full stack:

1. Model/Schema: Database model with all fields, types, relations, indexes.
2. Validation Schemas: Create and update schemas with field constraints.
3. Repository: CRUD operations + custom queries. Pagination built in.
4. Service: Business logic layer. Input validation, authorization checks, business rules. Never call database directly — always through repository.
5. Controller/Handler: Parse request, call service, format response. Handle errors with proper HTTP status codes.
6. Routes: Register all endpoints with auth middleware where needed.

Controller -> Service -> Repository layering is MANDATORY. No controller should access the database directly. No service should call another service's repository directly.

============================================================ PHASE 5: DOCUMENTATION AND TESTING

1. OpenAPI/Swagger:

   • Auto-generate from route/schema definitions where possible.
   • Otherwise, create openapi.yaml manually with all endpoints documented.
   • Serve Swagger UI at /api/docs.

2. Tests:

   • At least 2 tests per endpoint: happy path + primary error case.
   • Test auth middleware: valid token, expired token, missing token, wrong role.
   • Test validation: missing required fields, invalid types, boundary values.
   • Run test suite and fix all failures.

3. Dockerfile:

   • Multi-stage build (builder + production).
   • Non-root user in production stage.
   • Health check instruction.
   • .dockerignore excluding unnecessary files.

4. docker-compose.yml:

   • API service with health check.
   • PostgreSQL 16 with named volume for persistence.
   • Redis (if rate limiting or caching is needed).
   • Environment variables from .env file.

============================================================ PHASE 6: VERIFICATION

1. Run type checker (tsc, mypy, go vet) — fix all errors.
2. Run linter (eslint, ruff, golangci-lint) — fix all warnings.
3. Run test suite — all tests must pass.
4. Verify the server starts and health check responds.
5. Verify OpenAPI spec loads at /api/docs.

============================================================ SELF-HEALING VALIDATION (max 3 iterations)

After completing the main phases, validate your work:

1. Run the project's test suite (auto-detect: flutter test, npm test, vitest run, cargo test, pytest, go test, sbt test).
2. Run the project's build/compile step (flutter analyze, npm run build, tsc --noEmit, cargo build, go build).
3. If either fails, diagnose the failure from error output.
4. Apply a minimal targeted fix — do NOT refactor unrelated code.
5. Re-run the failing validation.
6. Repeat up to 3 iterations total.

IF STILL FAILING after 3 iterations:

• Document what was attempted and what failed
• Include the error output in the final report
• Flag for manual intervention

============================================================ OUTPUT

API Scaffolded

Project: [name]

Framework: [framework + version]

Language: [TypeScript / Python / Go / Ruby]

Resources

Middleware Stack

Database Models

How to Run

1. docker-compose up -d (start database)
2. cp .env.example .env and configure
3. [install command]
4. [migration command]
5. [seed command]
6. [start command]
7. Open http://localhost:3000/api/docs for Swagger UI

Validation

• Types: [clean]
• Lint: [clean]
• Tests: [X passing]

DO NOT:

• Skip the service layer. Every controller calls a service, every service calls a repository.
• Expose database errors to clients. Catch and wrap in AppError.
• Hardcode configuration values. Everything goes through the config module.
• Return 200 for errors. Use correct HTTP status codes.
• Skip input validation on any endpoint.
• Leave endpoints undocumented in the OpenAPI spec.
• Use any (TypeScript), Any (Python), or interface{} (Go) for typed data.
• Skip auth middleware on protected endpoints.
• Store passwords in plain text. Always hash with bcrypt.

NEXT STEPS:

After scaffolding:

• "Run /ship to add a new feature or endpoint."
• "Run /qa to test all endpoints end-to-end."
• "Run /arch-review to validate architecture decisions."
• "Run /nextjs or /react-native to build a frontend that consumes this API."
• "Run /aws to generate deployment infrastructure."

============================================================ SELF-EVOLUTION TELEMETRY

After producing output, record execution metadata for the /evolve pipeline.

Check if a project memory directory exists:

• Look for the project path in ~/.claude/projects/
• If found, append to skill-telemetry.md in that memory directory

Entry format:

### /api-scaffold — {{YYYY-MM-DD}}
- Outcome: {{SUCCESS | PARTIAL | FAILED}}
- Self-healed: {{yes — what was healed | no}}
- Iterations used: {{N}} / {{N max}}
- Bottleneck: {{phase that struggled or "none"}}
- Suggestion: {{one-line improvement idea for /evolve, or "none"}}

Only log if the memory directory exists. Skip silently if not found. Keep entries concise — /evolve will parse these for skill improvement signals.