core-rules

Multi-agent orchestration bottlenecks are prevented by enforcing core supervisor rules that maximize throughput and parallelism. This includes a mandatory timer agent to monitor progress and continuous restart mechanisms with strict timeouts to keep agents from stalling.

The four-layer gated model is a structured knowledge framework consisting of core, role-specific, default, and on-request layers. It governs how capabilities are loaded and applied during multi-agent delegation and parallel execution.

Supervisor agent setup involves activating core rules that launch all agents concurrently with a manager rhythm of ongoing planning and partial result reporting. This requires implementing gating mechanisms and a timer agent to enforce strict timeouts and continuous progress rules.

Multi-agent parallel execution requires a dedicated timer agent under these core supervisor rules. The timer agent monitors progress and enforces continuous restart mechanisms with strict timeouts to ensure agents do not stall during delegated tasks.

Maximizing throughput in multi-agent tasks is best achieved through formal supervisor rules that enforce concurrent agent launches, ongoing planning, and partial result reporting. Clear escalation and runtime governance with safety checks ensure fast parallel work without bottlenecks.

A supervisor model for multi-agent orchestration should be used when tasks involve delegation, gating, and parallel execution across many agents. It applies strict timeouts and progress rules to maximize throughput and prevent stalling in complex delegated workflows.