Orchestration · Software component

Reflection Loop Orchestrator

Software componentOrchestrationOrchestration & Toolsarc:ReflectionLoopOrchestrator

A coordinator that manages the generate-critique-refine cycle between producer and reflection agents and decides when output quality is sufficient to stop.

Responsibility. Coordinates reflection cycles and their termination.

Also known as: Master orchestrator (multi-agent reflection loop), Generate-verify-revise loop

Direct neighbourhood (hover for relationship types)

Relationships

orchestrates control

Design guidance

SHOULD NOT rely solely on fixed iteration counts or LLM-generated 'OK' signals as stopping conditions.

Classification

Patterns: Multi-agent reflection loop
Quality attributes: Cost efficiencyFunctional suitability: correctness and validity (ISO/IEC 25010 | NIST AI RMF: valid)
Risks mitigated: Over-reflection loopsPremature termination

Sources

Ch1.2: T. Nguyen, "Core Agent Patterns," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 1.2. ISBN: 9798244538229.
Ch3.9: T. Nguyen, "Reasoning Quality," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 3.9. ISBN: 9798244538229.