orchestration_template.example.json

{
  "_comment": "Orchestration Template — fill this using prompt-generation-expert, then pass via --orchestration-template",
  "_usage": "python scripts/3-level-flow.py --message='<task>' --orchestration-template=my_template.json",
  "_saves": "~6 LLM calls (Steps 0-5 skipped, pipeline jumps to Step 6)",

  "version": "1.0",

  "task_type": "Feature",
  "complexity": 7,
  "reasoning": "Multi-service integration requiring frontend + backend + AI components with cloud deployment and compliance constraints.",
  "plan_required": true,

  "tasks": [
    {
      "id": "T1",
      "description": "Setup FastAPI backend with PostgreSQL and auth endpoints",
      "estimated_effort": "high",
      "files": ["backend/main.py", "backend/models.py", "backend/auth.py"]
    },
    {
      "id": "T2",
      "description": "Build React frontend with document upload UI and Q&A interface",
      "estimated_effort": "medium",
      "files": ["frontend/src/App.tsx", "frontend/src/components/Upload.tsx"]
    },
    {
      "id": "T3",
      "description": "Implement document processing pipeline with semantic search",
      "estimated_effort": "high",
      "files": ["backend/document_pipeline.py", "backend/search_service.py"]
    },
    {
      "id": "T4",
      "description": "AWS deployment configuration with GDPR-compliant data handling",
      "estimated_effort": "medium",
      "files": ["k8s/deployment.yaml", "terraform/main.tf"]
    }
  ],

  "skill": "react-core",
  "agent": "react-engineer",

  "skills": ["react-core", "fastapi-core", "ai-agents-core", "cloud-security-core"],
  "agents": ["react-engineer", "python-backend-engineer", "ai-engineer", "cloud-engineer"],

  "execution_pattern": "parallel",

  "domains": ["frontend", "backend", "ai", "cloud", "security"],
  "constraints": ["PostgreSQL", "AWS", "GDPR", "Docker"],

  "system_prompt": ""
}