What problem does it solve? Producing evidence-backed diagnostic and rationale sections requires consistent, verifiable reasoning across many generated candidates, and single-pass generation often yields unverified claims, contradictions, or incomplete coverage. ## Core Features & Use Cases - Multi-Phase Pipeline: Runs DR prompt creation, 25 parallel thread generations, an 11-layer convergence audit, synthesis, and post-synthesis checks in a defined sequence. - Convergence Quality Control: Enforces a Krippendorff alpha threshold of 0.70 across 11 audit layers covering compliance, factual agreement, contradiction detection, and reference integrity. - Quality Gate Enforcement: Blocks sections that fail post-synthesis checks, fall below the 15 KB minimum size, or contain untraceable evidence citations. - Use Case: After a P1 analysis section identifies diagnostic claims, run this pipeline to produce a verified dr_synthesis section where every claim traces back to the evidence library and survives layered adversarial audits. ## Quick Start Run the P2 DR production flow on the completed P1 section output and evidence library to generate the audited diagnostic and rationale synthesis.
