evidence-driven

Enforces evidence-based reasoning, self-critique, replication validation, and anti-loop detection for all AI agent outputs. Prevents hallucination by requiring every claim to have a traceable evidence source, reproduction steps, and confidence labels. Activates on keywords like: investigate, evidence, prove, verify, validate, critique, hallucination, loop, stuck, confirm, check, findings, root cause, analysis.