{
  "id": 11741,
  "rank": 1098,
  "name": "GoldForge V10",
  "aka": [
    "ML-Powered XAUUSD M15 Ensemble Trading System"
  ],
  "family": "I",
  "subtype": "I1",
  "one_liner": "A machine learning-powered ensemble trading system for XAUUSD on M15 timeframe.",
  "market_regime": "any",
  "timeframes": [
    "M15"
  ],
  "symbols": [
    "XAUUSD"
  ],
  "sessions": [
    "null"
  ],
  "indicators": [
    {
      "name": "null",
      "params": {},
      "applied_to": "null"
    }
  ],
  "entry_long": [
    "null"
  ],
  "entry_short": [
    "null"
  ],
  "exit_rules": [
    "null"
  ],
  "filters": [
    "null"
  ],
  "stop_loss": "null",
  "take_profit": "null",
  "position_size": "Dynamic lot scaling via V10_ScaleLotByMetaConfidence()",
  "evidence_type": "forward_results",
  "completeness": 50.0,
  "signal_warnings": null,
  "claim_warnings": [
    "IMPLAUSIBLE PROFIT FACTOR: claimed 9.79. Over any real sample this is far outside what retail FX sustains.",
    "UNSIZED CLAIM: performance figures are published with no trade count, so the sample behind them cannot be judged.",
    "UNDATED CLAIM: performance figures are published with no test period, so they cannot be checked or reproduced."
  ],
  "opacity_warnings": null,
  "build_warnings": null,
  "canonical": "https://prismaticalgos.com/compendium/algo/11741-goldforge-v10",
  "snapshot": "2026-10-31 15:46 UTC",
  "source_url": "https://github.com/pw4654918-jpg/goldforge-v10",
  "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."
}