{
  "id": 11229,
  "rank": 1618,
  "name": "Equity bot",
  "aka": [
    "LightGBM 3-class on ^GSPC daily bars"
  ],
  "family": "I",
  "subtype": "I1",
  "one_liner": "Trades US500 CFD using a LightGBM 3-class classifier on S&P 500 daily bars.",
  "market_regime": "trending|volatile",
  "timeframes": [
    "D1"
  ],
  "symbols": [
    "US500"
  ],
  "sessions": [
    "NYSE cash-hours"
  ],
  "indicators": [],
  "entry_long": [
    "P(UP) - P(DOWN) > 0.079 AND outside ATR-adaptive flat zone AND regime not blocked"
  ],
  "entry_short": [],
  "exit_rules": [
    "SL 2.63× ATR",
    "TP 2.30× ATR",
    "trail 3.0%",
    "partial 23.4% at 8.2% MFE",
    "time-stop 208 daily-bar-equivalents (~8 trading days)"
  ],
  "filters": [
    "news filter",
    "ATR-adaptive flat zone",
    "regime not blocked"
  ],
  "stop_loss": "2.63× ATR",
  "take_profit": "2.30× ATR",
  "position_size": "30% of equity, capped at 30%",
  "evidence_type": "backtest_shown",
  "completeness": 50.0,
  "signal_warnings": null,
  "claim_warnings": null,
  "opacity_warnings": null,
  "build_warnings": [
    "DAILY_LOW_COUNT: daily-or-slower timeframe on a single instrument. Expect well under 100 trades in five years, so a backtest will rarely reach statistical significance on its own."
  ],
  "canonical": "https://prismaticalgos.com/compendium/algo/11229-equity-bot",
  "snapshot": "2026-10-31 15:46 UTC",
  "source_url": "https://github.com/Dahshan228/FTMO-TradingBot",
  "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."
}