What problem does it solve? Producing long-form, compliance-grade narrative sections requires consistency, source fidelity, and verifiable quality, which single-pass generation cannot guarantee. This pipeline coordinates multi-thread generation, layered auditing, and gated synthesis to produce validated section content. ## Core Features & Use Cases - Parallel Thread Generation: Runs 15 parallel generation threads to produce candidate section outputs for comparative ranking. - 8-Layer Convergence Audit: Verifies requirements compliance, regulatory cross-references, coverage, source integrity, and contradictions with a Krippendorff alpha threshold of 0.70. - Synthesis with Quality Gate: Merges the winning thread into a final section, enforces 4 post-synthesis checks and a 10 KB minimum size, and halts or remediates on failure. - Use Case: A documentation team generating a regulatory DATS section runs the pipeline to obtain a gated, audit-passed narrative with Telegram notifications at each milestone. ## Quick Start Run the P1 PG Production Flow pipeline to generate and quality-gate the next DATS section narrative.