maestro:conduct

Agent orchestration without coding is achieved by using a conductor to plan, decompose missions into verifiable subtasks, dispatch to sub-agents, and synthesize results while you maintain control. You oversee planning and monitor execution without implementing code yourself.

Human-in-the-loop workflow control means the conductor dispatches sub-agents for task execution but enforces strict delegation guardrails, requiring task-definition gating and milestone gates so you maintain safety and approve progress throughout the mission.

Verifying task independence for parallel dispatch requires checking that decomposed subtasks have no dependencies before sending them to sub-agents. The conductor applies independence verification to ensure safe parallel execution and prevent conflicts during mission execution.

Ad-hoc task decomposition involves restating the work, capturing acceptance criteria, and breaking the scope into 2 to 7 verifiable tasks. The conductor then dispatches agents for these independent tasks and synthesizes the outcomes into a readable result.

A limitation of conductor-based agent delegation is that it requires strict guardrails, including no forwarding of raw agent output and explicit handling of ambiguous scope. You must define tasks before dispatch and verify independence, preventing unstructured or unmonitored execution.