expert-integration

Expert-integration provides primary routing logic to assign tasks to specialized agents like brand-scout-expert or hubspot-crm-expert. It uses standardized handoff data packets to coordinate seamless cross-domain workflows, ensuring tasks reach the appropriate expert based on domain requirements.

Use the handoff protocols in expert-integration to move data between experts with structured payloads. The Skill defines standardized packet formats that preserve context and requirements as tasks transition across expert boundaries in multi-expert workflows.

Expert-integration automatically propagates learnings to update expertise.yaml with versioned updates after task completion. This mechanism captures knowledge from each expert's work and distributes it across the agent framework to improve future routing decisions.

Yes. Expert-integration is designed for multi-expert workflows including new leads, discovery, goal analysis, and micro-action propagation. It applies to any task spanning multiple domains or crossing expert boundaries with an expert registry and primary routing algorithm.

Expert-integration defines standardized handoff data packets that structure the information passed between agents. These packets ensure consistent formatting and required context preservation across handoffs between brand-scout, discovery, CRM, and goal-tracking experts.

Yes. The Skill includes learning propagation mechanisms with versioned updates to expertise.yaml. This tracks knowledge evolution across expert sessions and enables the framework to maintain accurate expertise records over time.