orchestration

State management for multi-agent coordination is handled by tracking engagement state using files like roe.json, conops.json, and opplan.json to maintain context and rules throughout the operation.

Adaptive re-planning adjusts attack patterns dynamically based on sub-agent task outcomes, allowing the overall operation plan to shift automatically when specific delegated objectives succeed or fail.

Delegating tasks to sub-agents for multi-phase security attacks is best handled through a delegation protocol that automates assigning clear objectives, scope, and context to each agent.

Orchestrating security attack patterns requires state files such as roe.json, conops.json, and opplan.json to define the rules of engagement, concept of operations, and the overall operation plan.

Multi-agent coordination fails without dynamic task delegation because the orchestration framework relies on automatically assigning clear objectives and context to sub-agents to execute complex attack patterns effectively.

Adaptive re-planning for security orchestration should be used when coordinating multi-phase attacks that require the operation plan to change dynamically based on the real-time results of sub-agent tasks.