ai trading bot reality checker

    1

    Adversarial auditor for AI-generated trading bots that identifies hidden risks, flawed logic, and weak validation.

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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

    Audit this Python trading bot that uses an RSI crossover on BTC/USDT. It claims a 4.0 Sharpe ratio based on a 1-month backtest with market orders.

    Your agent does

    # Reality Check Report: RSI Crossover Bot Verdict: FAIL Critical Findings: 1 Major Findings: 2 Critical: 1-month backtest is statistically insignificant for a 4.0 Sharpe claim. Major: Market orders lack slippage guards. Major: No drawdown limits or kill-switch in execution logic.

    What you get

    Audit trading strategies for hidden look-ahead bias and overfitting.Identify missing risk controls like kill-switches and slippage guards.Validate performance claims against provided backtest data.Stress test execution logic against API failures and market gaps.

    About this skill

    How to install

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

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