math-modeling-pipeline/phase-4

Cross-review Phase 3 modeling outputs by running independent audits from multiple reviewer agents to ensure completeness and audit readiness before downstream optimization.

Multi-agent cross-review is a quality assurance process where three reviewer agents independently audit Phase 3 results to produce standardized audit reports for downstream phases.

Start the cross-review audit by initiating three reviewer agents to independently audit all Phase 3 outputs and produce audit reports aligned with predefined structured criteria.

You need structured audit criteria, standardized report templates, and strict traceability from model descriptions to execution logs to validate Phase 3 outputs for audit readiness.

You need cross-validation in a multi-path modeling pipeline when Phase 3 results must be read in full and audit reports must align with standards for Phase 5 optimization and Phase 7 quality gates.

Independent audits for modeling quality assurance require comprehensive input-readiness checks and strict adherence to file contracts, meaning incomplete Phase 3 outputs or misaligned standards will block audit readiness.