{"id":223739,"date":"2026-05-19T16:00:06","date_gmt":"2026-05-19T16:00:06","guid":{"rendered":"https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/"},"modified":"2026-05-19T16:00:06","modified_gmt":"2026-05-19T16:00:06","slug":"i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool","status":"publish","type":"post","link":"https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/","title":{"rendered":"I Re-Created A Quant Trading Strategy With Claude Code (Insanely Cool)"},"content":{"rendered":"<div class=\"youtubomatic-video-container\"><iframe loading=\"lazy\" width=\"580\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/ZVMTeDBmSrI?autoplay=1&#038;controls=1&#038;hl=en\" frameborder=\"0\" allowfullscreen><\/iframe><\/div>\n<p>\u25b8 All Free Prompts &#038; Systems \u2192 <a href=\"https:\/\/www.skool.com\/zero-one\/about\" target=\"_blank\">https:\/\/www.skool.com\/zero-one\/about<\/a><\/p>\n<p>\ud83d\udccc Useful links:<br \/>\n\u25b8 Track my progress on the 10x Challenge \u2192 <a href=\"https:\/\/10x-app-production.up.railway.app\/dca\" target=\"_blank\">https:\/\/10x-app-production.up.railway.app\/dca<\/a><\/p>\n<p>\ud83d\udcf1 Follow me:<br \/>\n\ud83d\udce7 The Lewsletter (free twice weekly breakdown): <a href=\"https:\/\/www.workwithlewis.com\/lewsletter\" target=\"_blank\">https:\/\/www.workwithlewis.com\/lewsletter<\/a><br \/>\n\ud83d\udc26 X\/Twitter: <a href=\"https:\/\/x.com\/WhatSayLew\" target=\"_blank\">https:\/\/x.com\/WhatSayLew<\/a><br \/>\n\ud83d\udcf8 Instagram: <a href=\"https:\/\/www.instagram.com\/lewis.w.jackson\" target=\"_blank\">https:\/\/www.instagram.com\/lewis.w.jackson<\/a><br \/>\n\ud83c\udfb5 TikTok: <a href=\"https:\/\/tiktok.com\/@\" target=\"_blank\">https:\/\/tiktok.com\/@<\/a>lewisjacksontiktok<br \/>\n\ud83d\udcbc LinkedIn: <a href=\"https:\/\/www.linkedin.com\/in\/lewisjacksonli\/\" target=\"_blank\">https:\/\/www.linkedin.com\/in\/lewisjacksonli\/<\/a><\/p>\n<p>The hedge fund method is how quants actually trade \u2014 and it has nothing to do with trend lines, indicators, or vibes. It&#8217;s a Markov regime model that quantifies the market into three states: bull, bear, and sideways. And once you see it, you can&#8217;t unsee it.<\/p>\n<p>Here&#8217;s the core. You label every day in an asset&#8217;s history based on the trailing 20-day return \u2014 5% or more is a bull state, -5% or worse is a bear state, everything else is sideways. Then you count every transition between states and turn those counts into a 3&#215;3 transition matrix of probabilities. That matrix tells you the odds of tomorrow&#8217;s regime based only on today.<\/p>\n<p>This is the opposite of how retail trades. You&#8217;re not guessing. You&#8217;re calculating. The Markov property says the past doesn&#8217;t matter \u2014 only the current state determines what comes next, and the stickiness of each regime tells you how to size the trade.<\/p>\n<p>I&#8217;ll walk you through squaring the matrix for multi-day forecasts, the stationary distribution that explains why 28-day predictions collapse, signal generation by subtracting bear probability from bull probability, and the walk-forward backtest that stops your strategy from cheating with future data. Then the hidden Markov model removes the subjective labels entirely.<\/p>\n<p>You&#8217;ll get a free Claude Code skill and a Pine Script overlay for TradingView \u2014 copy, paste, done. This is real quant Markov regime trading.<\/p>\n<p>\u26a0\ufe0f DISCLAIMER: This video is for educational and informational purposes only and does not constitute financial, investment, trading, or tax advice. The strategies, models, and tools discussed \u2014 including the Markov regime method, AI prompts, and Pine Script indicator \u2014 are shared to explain a concept, not to recommend any trade or asset. Trading stocks, cryptocurrencies like Bitcoin, and other speculative assets carries substantial risk, including the loss of your entire capital. Past performance and backtested results do not guarantee future returns. Always do your own research and consult a qualified financial professional before making any investment decision.<\/p>\n<p>\u23f1\ufe0f CHAPTERS<br \/>\n0: 00 How Quants Actually Trade<br \/>\n2: 08 Defining Market States<br \/>\n4: 57 The Markov Property<br \/>\n6: 59 The Transition Matrix<br \/>\n8: 04 Stickiness And Persistence<br \/>\n9: 53 Squaring The Matrix<br \/>\n12: 12 Stationary Distribution<br \/>\n13: 50 Generating Trade Signals<br \/>\n16: 31 Walk Forward Backtesting<br \/>\n18: 54 Hidden Markov Model<br \/>\n21: 05 Installing The Claude Skill<br \/>\n24: 53 PineScript On TradingView<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u25b8 All Free Prompts &#038; Systems \u2192 https:\/\/www.skool.com\/zero-one\/about \ud83d\udccc Useful links: \u25b8 Track my progress on the 10x Challenge \u2192 https:\/\/10x-app-production.up.railway.app\/dca \ud83d\udcf1 Follow me: \ud83d\udce7 The Lewsletter (free twice weekly breakdown): https:\/\/www.workwithlewis.com\/lewsletter \ud83d\udc26 X\/Twitter: https:\/\/x.com\/WhatSayLew \ud83d\udcf8 Instagram: https:\/\/www.instagram.com\/lewis.w.jackson \ud83c\udfb5 TikTok: https:\/\/tiktok.com\/@lewisjacksontiktok \ud83d\udcbc LinkedIn: https:\/\/www.linkedin.com\/in\/lewisjacksonli\/ The hedge fund method is how quants actually trade \u2014 and it has nothing to do with trend lines, indicators, or vibes. It&#8217;s a Markov regime&#8230;<\/p>\n","protected":false},"author":1,"featured_media":223740,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","tve_updated_post":"","tve_custom_css":"","tve_user_custom_css":"","tve_globals":{},"tcb2_ready":0,"tcb_editor_enabled":0,"tve_landing_page":"","_tve_header":"","_tve_footer":""},"categories":[1],"tags":[],"class_list":["post-223739","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>I Re-Created A Quant Trading Strategy With Claude Code (Insanely Cool) - 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\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"I Re-Created A Quant Trading Strategy With Claude Code (Insanely Cool) - UshopWell.com\" \/>\n<meta property=\"og:description\" content=\"\u25b8 All Free Prompts &#038; Systems \u2192 https:\/\/www.skool.com\/zero-one\/about \ud83d\udccc Useful links: \u25b8 Track my progress on the 10x Challenge \u2192 https:\/\/10x-app-production.up.railway.app\/dca \ud83d\udcf1 Follow me: \ud83d\udce7 The Lewsletter (free twice weekly breakdown): https:\/\/www.workwithlewis.com\/lewsletter \ud83d\udc26 X\/Twitter: https:\/\/x.com\/WhatSayLew \ud83d\udcf8 Instagram: https:\/\/www.instagram.com\/lewis.w.jackson \ud83c\udfb5 TikTok: https:\/\/tiktok.com\/@lewisjacksontiktok \ud83d\udcbc LinkedIn: https:\/\/www.linkedin.com\/in\/lewisjacksonli\/ The hedge fund method is how quants actually trade \u2014 and it has nothing to do with trend lines, indicators, or vibes. 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It&#8217;s a Markov regime...","og_url":"https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/","og_site_name":"UshopWell.com","article_published_time":"2026-05-19T16:00:06+00:00","author":"UShopWell","twitter_card":"summary_large_image","twitter_misc":{"Written by":"UShopWell","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/#article","isPartOf":{"@id":"https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/"},"author":{"name":"UShopWell","@id":"https:\/\/ushopwell.com\/ublog\/#\/schema\/person\/6fd1f9e0ff932e534c86c70d5acff0fc"},"headline":"I Re-Created A Quant Trading Strategy With Claude Code (Insanely Cool)","datePublished":"2026-05-19T16:00:06+00:00","mainEntityOfPage":{"@id":"https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/"},"wordCount":436,"commentCount":0,"publisher":{"@id":"https:\/\/ushopwell.com\/ublog\/#organization"},"image":{"@id":"https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/#primaryimage"},"thumbnailUrl":"https:\/\/ushopwell.com\/ublog\/wp-content\/uploads\/2026\/05\/223739\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool.jpg","inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/","url":"https:\/\/ushopwell.com\/ublog\/i-re-created-a-quant-trading-strategy-with-claude-code-insanely-cool\/","name":"I Re-Created A Quant Trading Strategy With Claude Code (Insanely Cool) - 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