domains / families / business / strategy-pivot-designer

strategy-pivot-designer

separate

Detect backtest iteration stagnation and generate structurally different strategy pivot proposals when parameter tuning reaches a local optimum.

When to use

• Backtest scores have plateaued despite multiple refinement iterations.
• A strategy shows signs of overfitting (high in-sample, low robustness).
• Transaction costs defeat the strategy's thin edge.
• Tail risk or drawdown exceeds acceptable thresholds.
• You want to explore fundamentally different strategy architectures for the same market hypothesis.

When not to use

• Tweaking parameters
• Generating pivots when diagnosis says review_required

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