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Automated feature workflow orchestration routes through review, implementation, audit, and fixes by detecting artifact states. It uses subagents to execute each phase and validates workflow documents before progressing to the next step.

Artifact state detection reads plan, review, implementation, and audit files deterministically. Based on the current lifecycle state found in these artifacts, the workflow routes the task to the next required development action automatically.

Subagent handoffs coordinate specialized agents to execute isolated workflow phases like review and implementation. This separation ensures robust validation occurs at each step before the orchestration loop progresses to subsequent tasks.

Multi-round workflows support iterative cycles of review, implement, audit, fix, and re-plan. The orchestration loop tracks iterations and provides clear escalation paths to resolve issues across multiple development rounds.

Explicit feature or plan references are supported but not required. The workflow can auto-detect the current lifecycle state directly from existing artifact files to determine and route the next required action.

Workflow progression halts after an audit if workflow-doc validation fails. The orchestration loop requires deterministic state reading of artifact files to confirm validation before routing to fixes or subsequent phases.