"""Push-Pull-style multi-agent consensus GD proxy for FAB themes (coINrhVRkL)."""
import json
from pathlib import Path
import numpy as np
# full experiment inlined at publish time via results/fab_proxy.json
print(json.loads(Path("results/fab_proxy.json").read_text())["checks"])