{
  "id": 11197,
  "rank": 1843,
  "name": "3-AI Strategy",
  "aka": [
    "FreqAI 3-AI Strategy"
  ],
  "family": "I",
  "subtype": "I1",
  "one_liner": "A strategy using three independent ML agents: entry signal generator, entry filter, and trade manager.",
  "market_regime": "any",
  "timeframes": [
    "5m",
    "15m",
    "1h",
    "1d"
  ],
  "symbols": [
    "all pairs on Bybit USDT-M perpetual"
  ],
  "sessions": [
    "any session"
  ],
  "indicators": [],
  "entry_long": [
    "do_predict == 1 and predicted class is 'up' and volatility filters pass"
  ],
  "entry_short": [],
  "exit_rules": [
    "L1 mechanical ladder, L2 XGBoost classifier, L3 regime adapter"
  ],
  "filters": [
    "volatility filters",
    "max spread 2.0 pips"
  ],
  "stop_loss": "stop loss is set by a mechanical ladder",
  "take_profit": "take profit is set by a XGBoost classifier",
  "position_size": null,
  "evidence_type": "backtest_shown",
  "completeness": 50.0,
  "signal_warnings": null,
  "claim_warnings": null,
  "opacity_warnings": [
    "PARTLY OPAQUE ENTRY: 0.5 of 1 entry conditions reference a value the source never published. The rest is specified."
  ],
  "build_warnings": null,
  "canonical": "https://prismaticalgos.com/compendium/algo/11197-3-ai-strategy",
  "snapshot": "2026-10-31 15:46 UTC",
  "source_url": "https://github.com/AleksNovo/freqai-3ai-strategy",
  "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."
}