sfh-conductor

Orchestrate the full SFH-OS pipeline by invoking the 5-phase workflow, which coordinates generation, simulation, manufacturing, quality assurance, and visualization stages. The conductor manages state across all phases, resolves conflicts between acoustic ideals and manufacturability, and tracks costs to deliver production-ready horn designs.

The orchestration layer implements conflict mediation that balances acoustic performance requirements against manufacturing feasibility. It evaluates trade-offs, applies budget-aware decision logic, and iterates between acoustic validation and fabrication constraints until convergence on a manufacturable design.

Iteration control logic evaluates convergence criteria across acoustic validation, cost tracking, and manufacturing constraints. The conductor decides whether further optimization improves innovation parity or if the current design meets all verified requirements and should proceed to production.

You can trigger the complete end-to-end pipeline or invoke individual phases—generation, simulation, manufacturing, QA, and visualization—as needed. The state-management system maintains consistency across partial runs and orchestrates sub-agent coordination regardless of execution mode.

State-management tracks design parameters, acoustic validation results, manufacturing feedback, cost allocations, and design iterations across all pipeline phases. It ensures global consistency, enables conflict resolution, and supports budget-aware decision-making throughout the horn design workflow.