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- Loop: ~1 detik → candle-based (M15) + position check ~10 detik - Exit Kondisi 3: Golden Time Hold → Early Cut (Smart Hold dihapus) - AUC rollback threshold: 0.52 → 0.60 - Train/test: tambah 50-bar gap info - Timer periodik: candle-based intervals - Performance: split full analysis vs position-check-only - Golden Time: hapus referensi hold losers Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>