๐Ÿฅ‡ GOLD M1 Quant System โ€” Audit Report

1.06M M1 candles ยท walk-forward ยท barrier math ยท 1:4 RR ยท audited 2026-10-12

๐Ÿ“Š Walk-forward results โ€” rule families (baseline = Brownian barriers)

FamilyPure WR (base 20%)Hybrid WR (base 50%)E[R]
FP-pullback + trend19โ€“21%46โ€“51%โ‰ค 0
HTF drift + deep pullback20โ€“23%46โ€“52%โ‰ค 0
Momentum ignition18โ€“20%46โ€“52%โ‰ค 0

๐Ÿง  M4 supervised layer โ€” leaked vs leak-free

StatLeaked (INVALID, retracted)Leak-free (truth)
Model separation E[p|TP] vs E[p|SL]0.245 vs 0.1950.220 vs 0.219 (zero)
Hybrid WR @ thr=0.2558.3%49.0% (= baseline)
E[R] @ thr=0.25 hybrid+0.13R-0.16R

๐Ÿงฎ Barrier math (verified)

P(+4R before โˆ’1R | BM) = 1/5 = 20%

Hybrid trigger P(+1R before โˆ’1R) = 50%

Labeler vs theory on synthetic RW: 0.198โ€“0.200 vs 0.200 ยท 100% agreement with manual scan

EV gate: pยท4 โˆ’ (1โˆ’p) โˆ’ fee > 0

โœ… Audit checklist

โœ… Data integrity (1,059,978 rows, 0 dups, 0 OHLC violations)

โœ… Labeler = theory + manual scan

โœ… Engine unit tests (fills, fees, ties)

โœ… Feature causality after fix (truncate test)

๐Ÿ” LOOKAHEAD LEAK found in day_range_pos โ†’ FIXED