> cat /dev/github | grep security-tools
discovered 03 Aug 2026

glassbox

TypeScript ★ 11 via github-topic
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The Glass Box Framework provides a runtime verification system for AI-generated answers by producing a structured Trust Card that details claims, reasoning chains, and an Epistemic Confidence Score (ECS). Key features include adversarial probes for potential biases and manipulations, a compilation of deployer intents into structured rules, and deterministic audit logging for reproducibility. This tool is designed to enhance transparency and accountability in AI responses, ensuring each assertion is traceable and verifiable.