bmad-agent-marcus

Multi-agent health-sciences production workflows are orchestrated by coordinating planning, delegation, gatekeeping, and reporting across lessons, slides, narration, and media assets through a single contact point.

Fidelity gatekeeping in medical-education content generation enforces strict alignment with operator intent and asset-lesson pairing invariants to ensure the creative vision is maintained across all produced materials.

Session-state management and progress tracking for automated course-content generation are handled through memory-based context and transparent reporting, keeping operators informed and in control throughout the workflow.

Yes, automated orchestration for medical-education workflows can coordinate production, delegation, and gatekeeping entirely without writing code, touching APIs, or authoring content directly.

Multi-agent workflow orchestration supports sanctum-based routing to direct production tasks across different lesson plans, slides, narration scripts, and media assets while maintaining strict fidelity gates.

A limitation of single-point orchestration for health-sciences content production is that the orchestrator never authors content directly, requiring dedicated agents to generate the actual lesson materials and assets.