Content Safety Guard

A production-tested dual-layer AI content guardrail for chatbots and AI agents. Intercepts outbound messages before delivery and evaluates them through a judge model — with a complete red-team test methodology to verify your guardrail actually works.

Blue ocean skill: As of publication, no equivalent exists on ClawHub. Most AI safety tooling focuses on input filtering; this pattern guards the output layer — what the AI sends to your users.

The Core Pattern: Dual-Layer Defense