Strategy Zoo / S0699

LongTermTrend_V0699

REJECTEDhybrid

llmAdded a volatility entry gate (vol_20 < 0.06) to avoid high-vol regimes; restricted regime_gates to UPTREND/SIDEWAYS, non-HIGH volatility and NORMAL bubble to reduce tail risk; strengthened exits to include price dropping below sma_50 and an absolute drawdown stop (drawdown > 12%) in addition to macd_hist < 0; reduced base_position from 1.0 to 0.6 to lower overall exposure. These structural changes aim to reduce large drawdowns and improve robustness rather than only tweaking thresholds. | rejected: stage1: never enters a position

Fitness
—
Generation
32
Complexity
31
Created
2026-09-25

Lineage

Parents (1)
LongTermTrend_V0521S0521 · gen 24ARCHIVEDllm

entry = LongTermTrend_V0469 OR MACDMomentum_V0272

Children (0)
None

Strategy Logic (pseudocode)

# LongTermTrend_V0699  [hybrid]
require regime.trend in ['UPTREND', 'SIDEWAYS']
require regime.volatility in ['LOW_VOLATILITY', 'MEDIUM_VOLATILITY']
require regime.bubble in ['NORMAL']
if flat and (vol_20 < 0.06 and ((((close > sma_200 and sma_200_slope > -0.0024) or ret_20d > 0.085) and ret_20d > 0.05 and cumret_252d > 0.0541) or ((macd_hist > 0.0 and close > sma_50) or ((breakout_50 == 1 and rel_volume > 1.5045) or ((macd_hist > 0.0 and close > sma_50) and sma_50 > sma_200))))):
    position = 0.6
if long and (macd_hist < 0.0 or close < sma_50 or drawdown > 0.12):
    position = 0.0  # exit to cash

Backtest Metrics

MetricTrainValidationHidden TestFull
CAGR————
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Sharpe————
Sortino————
Calmar————
Volatility————
Max DD————
Win Rate————
Avg Win————
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Expectancy————
Profit Factor————
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Avg Holding Days————
Turnover————
Exposure————

Walk-Forward Years

year-by-year stability matters more than any single year
YearCAGRSharpeMax DDTrades
No walk-forward results

A robust strategy performs acceptably in most years rather than spectacularly in one — look for consistency across regimes, not a single outlier year.

Regime Performance

PeriodRegimeDaysAnn. ReturnSharpeExposure
No regime results

Trades (full period)

0 trades
EntryExitEntry PxExit PxReturnDays
No trades recorded