orchestration-workflow

name	orchestration-workflow
description	Guide for working with the multi-agent orchestration system in DEVS. Use this when asked to modify task orchestration, agent coordination, or workflow execution.

Orchestration Workflow for DEVS

The DEVS orchestration system coordinates multiple AI agents to complete complex tasks autonomously.

Architecture Overview

User Request → WorkflowOrchestrator → TaskAnalyzer → Agent Execution → Validation
                     ↓
              Strategy Selection
              (single-pass / multi-pass)
                     ↓
              Team Building → Coordinated Execution → Artifact Creation

Core Components

WorkflowOrchestrator (src/lib/orchestrator.ts)

Central coordination hub that:

• Prevents duplicate processing via prompt hashing
• Selects execution strategy based on complexity
• Manages agent recruitment and team building
• Handles error recovery and retries

TaskAnalyzer (src/lib/task-analyzer.ts)

LLM-powered analysis that:

• Breaks down complex prompts into requirements
• Assesses task complexity (simple/complex)
• Identifies required skills
• Generates subtasks with dependencies

RequirementValidator (src/lib/requirement-validator.ts)

Validates task deliverables against requirements:

• Functional requirements (feature implementation)
• Non-functional requirements (performance, usability)
• Constraints (technology, time, resources)

Execution Strategies

Single-Pass Strategy

For simple tasks that one agent can complete:

async function (): <> {
  
   result =  (task, agent, task.)

  
   ({
    : task.,
    : agent.,
    : ,
    : result,
  })

  
   validation =  (task, [artifact])

  
   (!validation.) {
     (task, validation.)
  }
}