convergence-loop

What problem does it solve?

Automates multi-pass verification of claims about reality using agent-based discovery and T20 tallies to reduce wasted effort on incorrect claims.

Core Features & Use Cases

• Multi-pass workflow with modular behaviors (source-check, discovery, verification, fresh-eyes, write-then-verify, fix-and-re-verify) to iteratively validate claims.
• Stateful governance with per-pass tallies and graduated convergence to surface verified and unresolved claims.
• Workflow integration for audits, codebase validation, plan verification, and cross-document consistency checks.

Quick Start

Run a convergence loop on a target claims set using the standard sequence (source-check → verification → fresh-eyes) and review the resulting convergence report.