verification-system

What problem does it solve?

Ensures scientific validity and reproducibility by preventing hallucinations, verifying calculations and units, and enforcing consensus before accepting experimental results.

Core Features & Use Cases

• Three-agent architecture: Executor generates protocols and results, Validator applies six-category checks, and Replicator independently reproduces outcomes.
• Consensus Gate: Automated PASS/FAIL/CONDITIONAL_PASS decisions based on validator verdicts and Executor-Replicator agreement thresholds with configurable tolerances.
• Validation checklist & failure protocol: Unit consistency, physical plausibility, ASTM standard compliance, mathematical accuracy, cross-consistency, literature comparison, and an escalation path with retry limits.
• Use Cases: Verifying DEM parameter calibration, auditing experimental protocols for ASTM compliance, and triaging AI-generated numerical analyses for reproducibility.

Quick Start

Run the verification-system on an experimental protocol to validate units, standards, calculations, and attempt independent reproduction with agreement thresholds.