Guide

Fail closed when completed answers lack required source coverage.

Source audit checks provider answer text for inline source coverage and can block completed answers when a supervising workflow requires cited claims.

Query with source audit

agbrowse web-ai query \
  --vendor chatgpt \
  --inline-only \
  --require-source-audit \
  --source-audit-ratio 1 \
  --prompt "Find the latest official installation docs and cite them."

Claim audit

agbrowse web-ai claim-audit scans repository docs for forbidden hosted/cloud/stealth claims. It is also used by the release gate gate:no-cloud-claims.

agbrowse web-ai claim-audit --json