Strategy Zoo / S1052

LongTermTrend_V1052

REJECTEDhybrid

llmSimplified and de-duplicated entry conditions; added regime gates to avoid downtrends/high-volatility/expensive bubbles; improved exit to include drawdown and a sma_50 break in addition to 20d loss; introduced volatility- and RSI-based position scaling (reduce size in high vol or overbought); lowered base_position to reduce overall exposure. | rejected: stage1: sharpe -0.71 below screen

Fitness
—
Generation
48
Complexity
15
Created
2026-10-02

Lineage

Parents (1)
LongTermTrend_V0822S0822 · gen 37ARCHIVEDllm

changed cumret_252d threshold -0.1997 -> -0.4102

Children (0)
None

Strategy Logic (pseudocode)

# LongTermTrend_V1052  [hybrid]
require regime.trend in ['UPTREND', 'SIDEWAYS']
require regime.volatility in ['LOW_VOLATILITY', 'MEDIUM_VOLATILITY']
require regime.bubble in ['NORMAL']
if flat and (((close > sma_200 and sma_200_slope > 0.0) or ret_20d > 0.08) and cumret_252d > -0.3 and rsi_14 < 75.0):
    position = 0.8
if long and (ret_20d < -0.1003 or drawdown < -0.08 or close < sma_50):
    position = 0.0  # exit to cash

Backtest Metrics

MetricTrainValidationHidden TestFull
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Sortino————
Calmar————
Volatility————
Max DD————
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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