# MKN-025 Lab 1 — Trust-Signal Anti-gaming Ledger

Offline synthetic fixtures only. Run `python run_checks.py`. Build/review the signal ledger; do not infer real-person misconduct or trustworthiness. Baseline is intentionally REVIEW_REQUIRED because a correlated endorsement cluster needs neutral review.