ReviewAgent

To validate multi-agent outputs, you run the ReviewAgent with results from DaoAgent, FaAgent, ShuAgent, and QiAgent to compute an overall verdict, detailed findings, and a confidence score for governance workflows.

Cross-layer result reconciliation aggregates outcomes from DaoAgent, FaAgent, ShuAgent, and QiAgent to compute an overall verdict (PASS, REVISE, or REJECT), ensuring consistency and accountability across the agent chain.

To generate confidence scores and warnings, the ReviewAgent processes the four agent results to produce a quantified trust metric and final cautions, helping decision-makers audit the overall agent verdict.

Yes, you can categorize multi-agent findings by severity and type. The ReviewAgent outputs detailed findings that categorize issues and provide suggested revisions for governance and quality assurance workflows.

You need cross-layer validation for agent chains when you require structured verdicts, auditable findings, and final warnings to reconcile outputs from DaoAgent, FaAgent, ShuAgent, and QiAgent in governance workflows.