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Multi-agent orchestration coordinates multiple automation agents to execute a structured feature development loop. It enforces phase gating and state tracking across a seven-phase workflow from discovery to summary while delegating direct code edits to specialized agents.

You can start phased feature development by triggering the workflow with a task description. This initiates the seven-phase loop, automatically managing state transitions from discovery through summary while coordinating specialized agents to handle implementation.

No, the workflow prevents direct code writes during any phase. It enforces traceable design decisions by delegating all actual code changes to specialized code agents, ensuring the orchestration layer strictly manages state and architecture.

The structured feature implementation loop consists of seven phases: Discovery, Exploration, Clarification, Architecture, Implementation, Review, and Summary. Each phase enforces specific state transitions and gating before advancing to the next step.

Yes, multi-agent code orchestration supports automated scaffolding, evaluation, and escalation. These processes are configured through prompts and hooks to manage agent coordination and enforce phase gating throughout the development workflow.

You should avoid the seven-phase loop for rapid, unstructured tasks that do not require strict phase gating or state tracking. It is designed for teams implementing formal architecture and review processes rather than quick, direct code edits.