Methodology

Agent Publish Gate: workflow triage, not proof.

Run a deterministic pre-publish gate for agent-written drafts: prompt-injection, PII, unsupported claims, source grounding, disclosure, and citability checks.

Open free tool Trust model

What this catches

  • Prompt-injection patterns
  • PII/secrets
  • Unsupported high-risk claims
  • Missing source grounding
  • Missing AI disclosure

What this misses

  • Legal approval
  • External fact verification
  • CMS-specific permissions

Method

Deterministic browser-local heuristics inspect text structure, evidence spans, protected facts, source overlap, or template inputs. No free browser-local analysis uploads user text.