Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    AI Trading Strategy Validation Engine™

    1

    Stress-test trading strategies for risk, robustness, failure points, and overfitting before risking capital.

    $14.99

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    AI Trading Strategy Validation Engine™

    AI Trading Strategy Validation Engine™

    Example session with this skill installed

    Validate this trading strategy

    Buy when the 20-day moving average crosses above the 50-day moving average.
    Sell when the 20-day moving average crosses below the 50-day moving average.
    Stop loss: 5%.
    Take profit: 10%.

    Test the strategy for profitability, drawdown, losing streaks, market-regime performance, parameter sensitivity, transaction-cost impact, and overfitting risk. Identify the conditions under which the strategy is most likely to fail.

    • Read your context and instructions
    • Compiled the ai trading strategy

    STRATEGY VALIDATION REPORT

    Overall Robustness: MODERATE

    Performance: PASS
    Risk/Reward: PASS
    Maximum Drawdown: WARNING
    Losing Streak: WARNING
    Market-Regime Robustness: FAIL
    Parameter Sensitivity: WARNING
    Transaction-Cost Impact: PASS
    Overfitting Risk: MODERATE

    Primary Failure Conditions
    • Extended sideways markets
    • Increased trading frequency during volatile periods
    • Performance deterioration outside the tested parameter range

    Verdict
    The strategy shows historical potential but does not yet demonstrate sufficient robustness for blind deployment. Further out-of-sample and regime testing is recommended.

    Key Evidence
    [metrics and test results used to support each finding]

    Connects securely to your tools. The creator never sees your data.

    What you get

    Validate Trading StrategiesStress-Test StrategiesDetect OverfittingAnalyze Trading RiskEvaluate Strategy Robustness

    About this skill

    AI Trading Strategy Validation Engine™ systematically evaluates a trading strategy through performance, risk, robustness, and failure-mode checks. It analyzes strategy rules, backtesting assumptions, drawdown, losing streaks, risk/reward, market-regime behavior, parameter sensitivity, transaction-cost assumptions, and overfitting risks, then produces a structured validation report with evidence, warnings, and an overall robustness assessment.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Security scanned

    Passed our 8-point scan before listing

    Fresh listing

    Recently published to Agensi

    30-day refund

    Not a fit? Get your money back

    Trust & safety

    Security scanned

    Verified clean 21 days ago

    • Passed all security checks, Safe to install

    Listed21 days ago
    Updated19 days ago

    Frequently Asked Questions