orchestrate

Coordinating agents for project management involves selecting an appropriate workflow depth and delegating tasks across specialized agents. This framework routes artifacts to standard paths, preventing manual handoffs and confusion across project phases.

Adaptive workflow selection evaluates project complexity to determine the necessary depth of coordination. It then guides agent activities dynamically through specification, design, planning, implementation, validation, deployment, and documentation phases.

An orchestrator agent cannot directly edit files during project automation. It enforces lean context and delegates all implementation work to subagents via the Task tool, ensuring the orchestrator only coordinates activities.

Managing project artifacts across lifecycle phases is best handled by routing outputs to standard documentation paths. This centralized framework coordinates specialized agents to automatically organize specification, validation, and deployment outputs.

Workflow orchestration supports varying project complexities by dynamically selecting the appropriate workflow depth. It applies coordinated agent activities to ideas or goals of any scale, spanning from initial specification to final documentation.