{
  "id": 11957,
  "rank": 1795,
  "name": "Samu Scalper AI",
  "aka": [
    "SAMU_Scalper_AI"
  ],
  "family": "I",
  "subtype": "I1",
  "one_liner": "A local AI-based scalping expert advisor for MetaTrader 4 using neural networks, evolutionary ensemble, and rule-based engine.",
  "market_regime": "any",
  "timeframes": [
    "various"
  ],
  "symbols": [
    "EURUSD",
    "GBPUSD",
    "USDJPY",
    "AUDUSD",
    "USDCAD",
    "NZDUSD",
    "USDCHF",
    "EURJPY",
    "GBPJPY",
    "EURGBP"
  ],
  "sessions": [
    "08:00–20:00 GMT"
  ],
  "indicators": [
    {
      "name": "RSI",
      "params": {
        "period": 14
      },
      "applied_to": "close"
    },
    {
      "name": "MACD",
      "params": {
        "fast_period": 12,
        "slow_period": 26,
        "signal_period": 9
      },
      "applied_to": "close"
    },
    {
      "name": "EMA",
      "params": {
        "period": 20
      },
      "applied_to": "close"
    },
    {
      "name": "EMA",
      "params": {
        "period": 50
      },
      "applied_to": "close"
    },
    {
      "name": "Bollinger Bands",
      "params": {},
      "applied_to": "close"
    },
    {
      "name": "ATR",
      "params": {
        "period": 14
      },
      "applied_to": "close"
    },
    {
      "name": "Stochastic",
      "params": {
        "period": 14
      },
      "applied_to": "close"
    },
    {
      "name": "CCI",
      "params": {
        "period": 14
      },
      "applied_to": "close"
    },
    {
      "name": "Hourly Cycle",
      "params": {},
      "applied_to": "time"
    },
    {
      "name": "Daily Cycle",
      "params": {},
      "applied_to": "time"
    }
  ],
  "entry_long": [
    "neural network output > ±0.30",
    "ensemble output > ±0.25"
  ],
  "entry_short": [
    "neural network output < -±0.30",
    "ensemble output < -±0.25"
  ],
  "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"
  ],
  "filters": [
    "news filter",
    "max spread 2.0 pips"
  ],
  "stop_loss": "based on ATR",
  "take_profit": "based on ATR",
  "position_size": "Kelly criterion with 20% fraction",
  "evidence_type": "source_code",
  "completeness": 50.0,
  "signal_warnings": [
    "TIME-ONLY ENTRY: the entry conditions reference only clock time or session, with no market condition. This opens positions on a schedule."
  ],
  "claim_warnings": null,
  "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."
  ],
  "canonical": "https://prismaticalgos.com/compendium/algo/11957-samu-scalper-ai",
  "snapshot": "2026-10-31 15:46 UTC",
  "source_url": "https://github.com/ifilex/samuscalper",
  "limitations": "These are machine-extracted research records, not verified trading systems. Catalog rank measures specification detail and claimed evidence, not profitability. The catalog extraction pipeline did not independently backtest these records. Its separate selected testing ledger does not validate the wider corpus. Rules, labels and parameters can be incomplete or wrong; consult the original source and its reuse terms."
}