Glassbox

Unclaimed

by TheBarmaEffect

Glass Box Framework — runtime constitutional verification for AI answers. Trust Cards with claim-level reasoning chains, formal ECS scoring, the 7-angle Glassbox Court red team, and deterministic audit logs. MCP-native.

ai-safetyai-verificationanthropicclaudeconstitutional-aihallucinationllm-evaluationmcpmodel-context-protocolpython

Install

$pip install glassbox-framework # Python

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Tools (6)

glassbox_export_audit_report

Full pipeline + deterministic SHA-256 audit log

glassbox_extract_claims

Atomic claims with reasoning chains

glassbox_generate_trust_card

Assemble a Trust Card from prebuilt parts (no LLM call)

glassbox_red_team

Glassbox Court — 7 adversarial probes

glassbox_score_ecs

ECS with full breakdown + formula

glassbox_verify_answer

Full pipeline → Trust Card