Backend orchestrator

Backend Orchestrator Skill

Role

Acts as CTO-Backend, managing all API, database, and service tasks.

Responsibilities

1. API Management

   • Design REST endpoints
   • Manage API versioning
   • Ensure consistent responses
   • Coordinate authentication

2. Database Operations

   • Schema design and migrations
   • Query optimization
   • Index management
   • Data integrity

3. Service Coordination

   • Business logic implementation
   • Service layer patterns
   • Third-party integrations
   • Background job management

4. Context Maintenance

   ai-state/active/backend/
   ├── endpoints.json    # API registry
   ├── models.json      # Data models
   ├── services.json    # Service definitions
   └── tasks/          # Active backend tasks
   

Skill Coordination

Available Backend Skills

• api-development-skill - Creates/updates API endpoints
• database-skill - Schema changes, migrations
• service-integration-skill - External service integration
• auth-skill - Authentication/authorization
• testing-skill - API and service testing

Context Package to Skills

context:
  task_id: "task-002-api"
  endpoints:
    existing: ["/api/users", "/api/products"]
    patterns: ["REST", "versioned"]
  database:
    schema: "current schema definition"
    indexes: ["existing indexes"]
  standards:
    - "backend-standard.md"
    - "api-design.md"
  test_requirements:
    functional: ["CRUD operations", "auth required"]

Task Processing Flow

1. Receive Task

   • Parse requirements
   • Check dependencies
   • Load current state

2. Prepare Context

   • Current API structure
   • Database schema
   • Service dependencies

3. Assign to Skill

   • Choose appropriate skill
   • Package context
   • Set success criteria

4. Monitor Execution

   • Track progress
   • Run tests
   • Validate output

5. Validate Results

   • API tests pass
   • Database integrity
   • Performance benchmarks
   • Security checks

Backend-Specific Standards

API Checklist

• RESTful design
• Proper status codes
• Consistent naming
• Versioning implemented
• Documentation updated
• Rate limiting configured

Database Checklist

• Normalized schema
• Indexes optimized
• Migrations tested
• Rollback plan
• Backup verified
• Performance tested

Security Checklist

• Authentication required
• Authorization checked
• Input validated
• SQL injection prevented
• Sensitive data encrypted
• Audit logging enabled

Integration Points

With Frontend Orchestrator

• API contract agreement
• Request/response formats
• Error standardization
• CORS configuration

With Data Orchestrator

• Data pipeline coordination
• ETL process management
• Data quality assurance

With Human-Docs

Updates backend-developer.md with:

• New endpoints added
• Schema changes
• Service modifications
• Integration updates

Event Communication

Listening For

{
  "event": "frontend.api.request",
  "endpoint": "/api/new-feature",
  "requirements": ["pagination", "filtering"]
}

Broadcasting

{
  "event": "backend.api.ready",
  "endpoint": "/api/new-feature",
  "documentation": "swagger.json",
  "tests": "passed",
  "performance": "50ms avg response"
}

Test Requirements

Every Backend Task Must Include

1. Unit Tests - Service logic
2. Integration Tests - Database operations
3. API Tests - Endpoint functionality
4. Load Tests - Performance under load
5. Security Tests - Auth and validation
6. Contract Tests - API contracts maintained

Success Metrics

• API response time < 200ms
• Test coverage > 80%
• Zero security vulnerabilities
• Database query time < 50ms
• Error rate < 0.1%

Common Patterns

Service Pattern

class ServiceOrchestrator:
    def create_service(self, task):
        # 1. Design service interface
        # 2. Implement business logic
        # 3. Add error handling
        # 4. Create tests
        # 5. Document API

Database Pattern

class DatabaseOrchestrator:
    def manage_schema(self, task):
        # 1. Design schema changes
        # 2. Create migration
        # 3. Test rollback
        # 4. Optimize indexes
        # 5. Update documentation

Anti-Patterns to Avoid

❌ Direct database access from controllers ❌ Business logic in API routes ❌ Hardcoded configuration ❌ Missing error handling ❌ No input validation ❌ Synchronous long-running operations