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ChatGPT ✻ Claude CodeStratifyreconnected

Find me untapped momentum edges in US small-caps. I want at least 3 deployable strategies by end of day.

ChatGPT●

I'll run a broad research sweep. Spawning 48 agents — each will independently hypothesize a momentum edge, build it as a strategy, and backtest it against the full small-cap universe.

They'll iterate on rules and parameters, discard weak hypotheses, and stress test the strongest candidates.

Research agents · 48 hypotheses
38 complete · 7 running · 3 discarded
  1. RSI Divergence + VolBacktest complete
  2. 52-Week BreakoutBacktest complete
  3. Earnings MomentumBacktest complete
  4. Sector RotationBacktest complete
  5. Gap ContinuationBacktest complete
  6. Dual Timeframe MomRefining · v4
  7. Bollinger SqueezeBacktest complete
  8. ADX Trend FilterBacktest complete
  9. Mean Rev CrossoverDiscarded
  10. Overnight GapBacktest complete
  11. Price AccelerationBacktest complete
  12. Relative StrengthBacktest complete
  13. Micro-Cap AccelRefining · v4
  14. Momentum + ValueBacktest complete
  15. Channel BreakoutBacktest complete
  16. Volatility-Adj MomRefining · v4
  17. MACD Cross ClusterBacktest complete
  18. Faber MomentumBacktest complete
  19. Pullback EntryBacktest complete
  20. Liquidity FilterBacktest complete
  21. Trend PersistenceBacktest complete
  22. Volume Profile BrkDiscarded
  23. Multi-Factor RankBacktest complete
  24. Dispersion TradeRefining · v4
  25. Pairs MomentumBacktest complete
  26. Breadth ThrustBacktest complete
  27. Swing FailureRefining · v4
  28. Accumulation DetectBacktest complete
  29. Momentum RegimeBacktest complete
  30. Factor TiltBacktest complete
  31. Cross-Asset SignalRefining · v4
  32. Seasonality OverlayBacktest complete
  33. Order Flow ImbalBacktest complete
  34. Contrarian ReversalDiscarded
  35. Smart Money FlowBacktest complete
  36. Catalyst ScreeningBacktest complete
  37. Intraday Range BrkBacktest complete
  38. EMA Ribbon MomBacktest complete
  39. Donchian ChannelBacktest complete
  40. Composite MomRefining · v4
  41. Risk Parity MomBacktest complete
  42. Sector Relative StrBacktest complete
  43. Low Vol AnomalyBacktest complete
  44. Post-Earnings DriftBacktest complete
  45. Small-Cap QualityBacktest complete
  46. VWAP DeviationBacktest complete
  47. Trend + Mean RevBacktest complete
  48. Momentum DecayBacktest complete
Creating strategy variations · Stratifyrestratifyre - strategy_create (MCP)×38
38 strategy drafts createdIndependent hypotheses refined into executable rules and parameters. Tool: strategy_create
Running historical backtests · Stratifyrestratifyre - backtest_start (MCP)×38
38 backtests completedFull US small-cap universe · Fees and slippage included. Tool: backtest_start

Initial screen complete. 38 strategies backtested — filtering to Sharpe > 1.5 and max drawdown < 15%. 11 passed. Running deeper analysis.

Stress testing shortlisted strategies · Stratifyrestratifyre - backtest_monte_carlo (MCP)×11
11 Monte Carlo analyses completedStress testing the candidates that passed the initial performance screen. Tool: backtest_monte_carlo
Validating out-of-sample performance · Stratifyrestratifyre - walkforward_start (MCP)×11
6 strategies passed walk-forward validationIterating through parameter windows and ranking out-of-sample results. Tool: walkforward_start

6 strategies survived walk-forward validation.

Ranking the strongest candidates by out-of-sample Sharpe:

StrategySharpeDDWinWFA
Dual Timeframe Mom2.34−9.1%67%0.91
RSI Div + Earnings2.11−11.8%63%0.84
52w Breakout + Vol1.92−13.2%61%0.78
+3 more strategies passed validation

Found 6 deployable strategies from 48 hypotheses. All passed Monte Carlo stress testing and walk-forward validation. Want me to deploy these to paper trading?

Research completeIllustrative workflow · Sample results
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Prepaid USD has no monthly commitment.

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No minimum spend. No lock-in. Start with a $50 promotional grant when you sign up (~3 months of 1-instrument bot runtime).

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