carl-dev-flow-stage-router

Workflow stage routing in an AI-assisted development process is handled by mapping inputs to a primary stage, such as requirements-development or development-execution, and then determining the next artifact and action to push the workflow forward.

Deterministic stage mapping for task coordination classifies the current workflow state into predefined stages like technical-confirmation or recursive-improvement, ensuring guarded progression by exposing the next artifact and lead role for immediate handoff.

To transition between workflow stages and manage artifact handoff, you identify the current stage and determine the current and next artifacts, which streamlines handoffs by exposing the lead role and the immediate next action required.

Yes, you can use stage routing to assign leads and drive the next workflow step, as it enforces forward movement beyond stage labeling and routes to the appropriate sub-skill when transitioning between stages.