accuracy-gate — Mandatory verification before any output
Offline lints + optional LLM critic enforcing zero-error/zero-hedge/zero-unsupported-claim. Checks: hedging words, missing citations (medical/legal/financial/engineering), unsourced numbers, running-balance continuity. Hookllm_critic for highest-level self-critique.
Use: from accuracy_gate import run_gate; run_gate(draft, context='medical'). Tested 2026-06-21.