intelligence-engineer

Schema design for central state databases involves defining structures for quality_intelligence.db and runtime_coordination.db to manage multi-agent orchestration. This Skill guides schema comprehension, ensuring correct governance and central coordination for VNX infrastructure.

The dispatch lifecycle in VNX governance tracks workflow steps, scope matching, and integrity of governance data. This Skill provides detailed knowledge on how central dispatch coordinates multi-agent environments and manages the state schema lifecycle.

Troubleshooting dispatch lifecycle issues requires analyzing scope match failures and governance data integrity within central state schemas. This Skill helps debug workflow steps, identify schema-related disruptions, and resolve coordination problems in VNX infrastructure.

Schema evolution for central state databases requires updating migration scripts and injection logic to maintain VNX correctness. This Skill guides code and schema modifications, supporting safety-critical schema understanding and modification workflows.

Safety-critical schema modification workflows in VNX governance require strict integrity checks and lifecycle management. This Skill supports understanding and modifying schemas within the governance infrastructure, ensuring correctness during multi-agent orchestration.

Modifying central state schemas for multi-agent orchestration is limited by the need to maintain dispatch lifecycle integrity and governance data correctness. This Skill focuses specifically on VNX infrastructure and does not support unrelated orchestration platforms.