PO

    parameter overfit guard

    1

    Detects settings that only work in narrow historical pockets and builds stability tests around parameter neighborhoods.

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    Works with the AI tools you already use

    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLI+17 more

    See it in action

    You say

    Check my trading strategy parameters (MA: 20, RSI: 70) for overfitting on last year's S&P 500 data. Run a neighborhood test and check for regime sensitivity.

    Your agent does

    Stability Report

    • Status: Suspicious (Overfit detected)
    • Neighborhood Test: 5% drop in MA (19) leads to 40% drawdown.
    • Regime Sensitivity: Strategy fails in high-volatility windows.
    • Recommendation: Use MA 22; it shows 12% lower returns but 80% higher neighborhood stability.

    About this skill

    Detects settings that only work in narrow historical pockets and builds stability tests around parameter neighborhoods.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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