README_LIVE.md:
- Cent vs Standard account explanation with real-USD P&L conversion table
(shows that +$2.40 on cent = $0.024 real, standard is 1:1)
- Removed all paper trading / --account demo|live references
- --mode demo and --mode live documented (both send real orders, demo skips prompt)
- Added broker-specific model file tree (hmm_model_H1_headway_cent.pkl etc.)
- Probability threshold table per TF per broker with rationale
- M5 standard account workflow (prob_threshold 0.55-0.60 vs cent 0.50-0.53)
- Updated risk management table with standard account pos_per_trade guard
- Updated troubleshooting entries; removed dry_run reference
- Added Data Requirement section explaining IS/OOS split and sync_validate scope
README_REMOTE.md:
- Study DB references updated to per-broker files (study_headway_cent.db etc.)
- Explain that --trials N is a total target, not additional
- Instructions to delete only the target broker DB, not the shared study.db
- START TRADING button note (uses --mode live + --yes via subprocess)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Full pipeline: process → optimize → train → export → live
- Optuna optimizer with OOS-only Sharpe scoring and prob_threshold in search space
- MT5 live bridge with adaptive risk management and staged TPs
- M5/M15/H1 timeframe support with per-TF Kalman, HMM, and XGBoost configs
- Telegram remote control, guardian health monitor, and daily audit reports
- MQL5 EA (v2.00) with ONNX inference and cent account support
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
