Walkforward Engine
Rolling method selection with out-of-sample validation
10
0 = gross, 10 ≈ typical ETF, 50+ = illiquid
De-risk to cash while bleeding, re-enter on recovery (hysteresis)
Scale exposure down on market-weather stress
COST 10 BPS
Run a walkforward to see the equity curve