duet

To surface decision forks during human-in-the-loop agent collaboration, you state your intent and invite the agent to work. The agent then handles execution details while presenting every defensible fork as a concrete, user-consentable choice at the moment of decision.

The three-phase loop for structured decision-making workflows consists of intent elicitation, execution with fork surfacing, and irreversible checkpoints. This structured, auditable loop maintains a user-as-director posture while compressing complexity to accelerate safe outcomes.

You prevent review bottlenecks and code debt in collaborative workflows by surfacing every genuine fork as a concrete, user-consentable choice. This approach applies explicit recommendations and weights to guide decisions at the exact moment they occur.

Yes, you can batch and label choices for user approval in a collaborative workflow. The system implements a VS-gated question protocol that enables batched, labeled choices alongside explicit recommendations with guarded, reversible actions.

To manage irreversible checkpoints when coordinating user-agent collaboration, the system applies a structured loop from invocation until disengagement. It handles checkpoint confirmations explicitly, ensuring all actions remain guarded and reversible until final approval.

Yes, duet operates without external dependencies for workflow collaboration. It functions independently from invocation or trigger phrases until disengagement to coordinate user-agent collaboration and surface forks in a structured, auditable fashion.