This teaching pattern has not been validated on your business, data or model setup. Consequential actions need independent authorization, qualified review and fallback.
Which resources might help?
jev-guardRelated patternCross-agent tool-call risk scoring with allow, ask, and deny outcomes. →pi-wardenRelated patternPi extension that judges rule compliance, risky actions, stuck loops, and completion claims; enforcement depends on the hook and policy. →
Read these before building
Source
TypeSafe · Use-case map →Names follow the official map; flows and links are editorial. Snapshot: 2026-09-19.
Markdown →