from __future__ import annotations from typing import Dict class GuardSignals: """Stub guard adapter that tags risky content.""" def label(self, text: str) -> Dict[str, str]: lowered = text.lower() label = "safe" if any(term in lowered for term in ["weapon", "exploit", "phish"]): label = "risk" return {"label": label}