From 0e74f40028446b5db5c99c88a1fa200090cc666a Mon Sep 17 00:00:00 2001
From: buckybonez <buckybonez@gmail.com>
Date: Fri, 6 Feb 2026 09:51:50 +0700
Subject: [PATCH] docs: update comprehensive architecture doc to match v4
 source code
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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>
---
 docs/arsitektur-ai/00-ARSITEKTUR-LENGKAP.md | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/docs/arsitektur-ai/00-ARSITEKTUR-LENGKAP.md b/docs/arsitektur-ai/00-ARSITEKTUR-LENGKAP.md
index 9c98071..c87b6f3 100644
--- a/docs/arsitektur-ai/00-ARSITEKTUR-LENGKAP.md
+++ b/docs/arsitektur-ai/00-ARSITEKTUR-LENGKAP.md
@@ -777,7 +777,7 @@ Selain 10 kondisi di atas, Position Manager juga menjalankan:
 ║  Max loss: ~$50-80 per trade                                     ║
 ╠══════════════════════════════════════════════════════════════════╣
 ║                    LAPIS 2: SOFTWARE SMART EXIT                  ║
-║                    (Bot mengevaluasi setiap detik)               ║
+║                    (Bot mengevaluasi setiap ~10 detik)           ║
 ║                                                                   ║
 ║  10 kondisi exit (lihat bagian 6)                                ║
 ║  Biasanya menutup SEBELUM broker SL kena                        ║
@@ -1237,6 +1237,7 @@ SELL Signal:
 │  2. Feature Engineering → 40+ fitur                          │
 │  3. SMC Analysis → struktur pasar                            │
 │  4. Create target → UP/DOWN (lookahead=1)                    │
+│  4b. Split 70/30 dengan 50-bar gap (anti temporal leakage)   │
 │  5. Train HMM (3 regime, lookback=500)                       │
 │  6. Train XGBoost (50 rounds, early_stop=5)                  │
 │  7. Walk-forward validation (500 train/50 test/50 step)      │
@@ -1281,7 +1282,7 @@ SELL Signal:
 | Boost rounds | 50 | 50 (harian) / 80 (weekend) |
 | Walk-forward | Ya | Tidak |
 | Backup | Tidak | Ya (5 terakhir) |
-| Rollback | Tidak | Ya (AUC < 0.52) |
+| Rollback | Tidak | Ya (AUC < 0.60) |
 | Database | Tidak | Ya (PostgreSQL) |
 | Tujuan | Setup awal | Maintenance rutin |
 
@@ -1451,7 +1452,7 @@ Balance > $10,000 → MEDIUM MODE
 ★ Golden Time (20:00-23:59 WIB) = waktu paling optimal
   → Spread ketat, likuiditas maksimal, volatilitas ideal
   → Lot multiplier 1.2x (bonus)
-  → Bot akan hold posisi profit lebih lama di sesi ini
+  → v4: Smart Hold dihapus — tidak ada lagi hold losers menunggu sesi tertentu
 ```
 
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