Extracted algorithm research record
Samu Scalper AI
A local AI-based scalping expert advisor for MetaTrader 4 using neural networks, evolutionary ensemble, and rule-based engine.
Source & extraction context
Evidence label: source_code (source claim, not independent verification). Recorded completeness: 50.0/100. Neither is a performance result.
Names identify source records. Inclusion is not an endorsement or a claim of authorship, ownership or reuse permission. Check the source license before reusing any implementation.
Extraction warnings
Signal warnings
- TIME-ONLY ENTRY: the entry conditions reference only clock time or session, with no market condition. This opens positions on a schedule.
Opacity warnings
- PARTLY OPAQUE ENTRY: 2.0 of 4 entry conditions reference a value the source never published. The rest is specified.
Build warnings
- MT4_ONLY: the captured source is MQL4 / written for MetaTrader 4. It needs porting (order functions, indicator handles) before it runs on MT5.
Recorded market & execution profile
- Recorded timeframes
- various
- Recorded sessions
- 08:00–20:00 GMT
- Recorded regime
- any
Recorded indicators & parameters
| Indicator | Parameters | Applied to |
|---|---|---|
| RSI | {"period": 14} | close |
| MACD | {"fast_period": 12, "signal_period": 9, "slow_period": 26} | close |
| EMA | {"period": 20} | close |
| EMA | {"period": 50} | close |
| Bollinger Bands | {} | close |
| ATR | {"period": 14} | close |
| Stochastic | {"period": 14} | close |
| CCI | {"period": 14} | close |
| Hourly Cycle | {} | time |
| Daily Cycle | {} | time |
Extracted strategy rules
Recorded long-entry rules
- neural network output > ±0.30
- ensemble output > ±0.25
Recorded short-entry rules
- neural network output < -±0.30
- ensemble output < -±0.25
Recorded exit rules
- stop loss based on ATR
- take profit based on ATR
- quick exit for profit
- time limit
- partial close
- adjust stop to entry
- trailing stop based on ATR
- close on float back from peak
- additional entries based on signal and adverse distance
Recorded filters
- news filter
- max spread 2.0 pips
- Stop loss
- based on ATR
- Take profit
- based on ATR
- Position sizing
- Kelly criterion with 20% fraction
Questions about this record
What entry rules are recorded for Samu Scalper AI?
Long: neural network output > ±0.30 ensemble output > ±0.25 Short: neural network output < -±0.30 ensemble output < -±0.25 These are unverified extracted rules.
Which markets and timeframes are recorded?
Markets: EURUSD, GBPUSD, USDJPY, AUDUSD, USDCAD, NZDUSD, USDCHF, EURJPY, GBPJPY, EURGBP. Timeframes: various. These are source-recorded labels, not verified execution behavior.