{
  "id": 11238,
  "rank": 711,
  "name": "GBPUSD LSTM Trading Bot",
  "aka": [
    "NadirAliOfficial/mt5-lstm-gbpusd-bot"
  ],
  "family": "I",
  "subtype": "I1",
  "one_liner": "A trading bot using LSTM neural network for GBPUSD trades with engulfing patterns, volume analysis, and pivot-based signals.",
  "market_regime": "any",
  "timeframes": [
    "M15",
    "H1"
  ],
  "symbols": [
    "GBPUSD"
  ],
  "sessions": [
    "null"
  ],
  "indicators": [
    {
      "name": "Engulfing pattern detection",
      "params": {},
      "applied_to": "candlesticks"
    },
    {
      "name": "Volume multiplier signals",
      "params": {},
      "applied_to": "volume"
    },
    {
      "name": "Pivot level calculation",
      "params": {},
      "applied_to": "price"
    }
  ],
  "entry_long": [
    "Bullish engulfing candle on M15/H1",
    "Volume at least 1.5x 20-bar average",
    "Price above nearest pivot support",
    "LSTM prediction score > 0.65 threshold"
  ],
  "entry_short": [
    "null"
  ],
  "exit_rules": [
    "Partial close at 1:1 R/R (50% of position)",
    "Trailing stop activates after 1:1, trails at 1.5x ATR",
    "Hard SL at swing low below entry"
  ],
  "filters": [
    "null"
  ],
  "stop_loss": "Hard SL at swing low below entry",
  "take_profit": "Partial take-profit at 1:1 R/R (50% of position), trailing stop at 1.5x ATR",
  "position_size": "null",
  "evidence_type": "backtest_shown",
  "completeness": 50.0,
  "signal_warnings": null,
  "claim_warnings": null,
  "opacity_warnings": null,
  "build_warnings": null,
  "canonical": "https://prismaticalgos.com/compendium/algo/11238-gbpusd-lstm-trading-bot",
  "snapshot": "2026-10-31 15:46 UTC",
  "source_url": "https://github.com/NadirAliOfficial/mt5-lstm-gbpusd-bot",
  "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."
}