{"id":182580,"date":"2026-02-28T04:49:53","date_gmt":"2026-02-28T04:49:53","guid":{"rendered":"https:\/\/ushopwell.com\/ublog\/step-by-step-using-claude-code-to-auto-generate-backtest-trading-strategies-secret-easy-method\/"},"modified":"2026-02-28T04:49:53","modified_gmt":"2026-02-28T04:49:53","slug":"step-by-step-using-claude-code-to-auto-generate-backtest-trading-strategies-secret-easy-method","status":"publish","type":"post","link":"https:\/\/ushopwell.com\/ublog\/step-by-step-using-claude-code-to-auto-generate-backtest-trading-strategies-secret-easy-method\/","title":{"rendered":"Step-By-Step Using Claude Code to Auto-Generate &#038; Backtest Trading Strategies (Secret Easy Method)"},"content":{"rendered":"<div class=\"youtubomatic-video-container\"><iframe loading=\"lazy\" width=\"580\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/PGpGvR3NT74?autoplay=1&#038;controls=1&#038;hl=en\" frameborder=\"0\" allowfullscreen><\/iframe><\/div>\n<p>By the end of this video you will know how to build your own local AI Trading Engine. I built a custom AI trading system from scratch using Claude Opus and VectorBT to develop and backtest strategies locally. This video walks through the entire setup and framework.<\/p>\n<p>I demonstrate how to configure the local trading engine, set up Claude in VS Code, and build system prompts for strategy development. We cover data splitting to prevent bias, running initial backtests, and integrating tools like TA-Lib for indicator testing. The process highlights the performance benefits of local execution over platforms like TradingView.<\/p>\n<p>&#8211; Setting up the development environment with Claude Code and VS Code<br \/>\n&#8211; Building a VectorBT-based trading engine for efficient backtesting<br \/>\n&#8211; Configuring in-sample and out-of-sample data to prevent overfitting<br \/>\n&#8211; Running and analyzing initial backtest results for simple indicators<br \/>\n&#8211; Comparing local execution speed and hardware considerations with TradingView<\/p>\n<p>LINKS:<br \/>\nStart free as a beta-tester now:<br \/>\n<a href=\"https:\/\/www.signalswap.io\" target=\"_blank\">https:\/\/www.signalswap.io<\/a><\/p>\n<p>Get My Strategies: <a href=\"https:\/\/whop.com\/tradetactics\/\" target=\"_blank\">https:\/\/whop.com\/tradetactics\/<\/a><\/p>\n<p>Discord (Find the full price data in the video here): <a href=\"https:\/\/discord.gg\/dJ6ZCxENEw\" target=\"_blank\">https:\/\/discord.gg\/dJ6ZCxENEw<\/a><\/p>\n<p>All of my social media links: <a href=\"https:\/\/linktr.ee\/tradingtactics\" target=\"_blank\">https:\/\/linktr.ee\/tradingtactics<\/a><\/p>\n<p>============================================================<br \/>\nYOUTUBE CHAPTERS<br \/>\n============================================================<\/p>\n<p>0: 00 Introduction to AI Trading System<br \/>\n0: 46 Trading Engine and Price Data<br \/>\n1: 57 Setting Up Visual Studio Code<br \/>\n3: 10 Navigating Folders and Launching Claude<br \/>\n4: 27 Using Claude with Droid System<br \/>\n6: 09 Building System Prompts<br \/>\n7: 24 VectorBT Trading Engine Overview<br \/>\n8: 27 Building Custom Indicators<br \/>\n9: 25 Hardware and Performance Benefits<br \/>\n11: 23 Data Splitting and Bias Prevention<br \/>\n12: 48 Building Trading Framework<br \/>\n14: 05 Monte Carlo Simulations and Randomization<br \/>\n14: 55 SignalSwap Platform Overview<br \/>\n15: 43 Running Initial System Tests<br \/>\n16: 41 Using TA-Lib for Indicator Testing<br \/>\n17: 52 Automated Environment Setup Process<br \/>\n18: 39 Backtest Speed and Hardware Considerations<br \/>\n19: 27 First Successful Backtest Results<br \/>\n20: 44 Building Complex Strategies with Claude<br \/>\n22: 20 TradingView vs Local Execution<br \/>\n23: 50 Optimizing Drawdown and Sharpe Ratio<br \/>\n24: 52 TradingView Integration and Community Resources<br \/>\n25: 38 Additional Stress Testing Methods<br \/>\n26: 58 Conclusion and Q&#038;A Invitation<\/p>\n<p>#AITrading #AlgorithmicTrading #Backtesting #PythonTrading #QuantitativeFinance<\/p>\n<p>Disclaimer:<br \/>\nThe information provided by Trade Tactics and its affiliates is for educational purposes only and is not intended as investment or trading advice. The user bears sole responsibility for any actions taken based on this information and Trade Tactics and its affiliates will not be held liable for any losses or damages resulting from its use.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>By the end of this video you will know how to build your own local AI Trading Engine. I built a custom AI trading system from scratch using Claude Opus and VectorBT to develop and backtest strategies locally. This video walks through the entire setup and framework. I demonstrate how to configure the local trading engine, set up Claude in VS Code, and build system prompts for strategy development. We&#8230;<\/p>\n","protected":false},"author":1,"featured_media":182581,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-182580","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Step-By-Step Using Claude Code to Auto-Generate &amp; Backtest Trading Strategies (Secret Easy Method) - UshopWell.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ushopwell.com\/ublog\/step-by-step-using-claude-code-to-auto-generate-backtest-trading-strategies-secret-easy-method\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Step-By-Step Using Claude Code to Auto-Generate &amp; Backtest Trading Strategies (Secret Easy Method) - UshopWell.com\" \/>\n<meta property=\"og:description\" content=\"By the end of this video you will know how to build your own local AI Trading Engine. 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