orchestrator

Autonomous orchestration with task graph generation, dependency management, multi-phase execution, and file-based state management. Includes state trigger utilities, marker management, phase cleanup, and idempotent operations. Use when building orchestrator agents that manage complex multi-phase workflows, delegate tasks to specialized subagents, implement TDD workflows, manage file-based state with completion markers, or create autonomous systems with memory-first planning and quality gates.