Experiment Audit: Cross-Model Integrity Verification 🔒 Do not wrap this skill in , , or . It is verdict-bearing — it judges experiment integrity. Re-running that verdict on a timer adds no new signal, and a loop that accepts its own output to decide when to stop crosses into self-acquittal ( ). Schedule the external wait that precedes it — experiments done → then audit once . See . Audit experiment integrity for: $ARGUMENTS Why This Exists LLM agents can produce fraudulent experimental results through: 1. Fake ground truth — creating synthetic "reference" from model outputs, then reporting h…