{"product_id":"35-portable-python-trading-bots-bundle-broker-agnostic-futures-strategy-scripts-with-atr-risk-management","title":"35 Portable Python Trading Bots Bundle — Broker-Agnostic Futures Strategy Scripts with ATR Risk Management","description":"\u003cdiv style=\"border: 2px solid #14b8a6; border-radius: 8px; padding: 16px 20px; margin-bottom: 24px; background: #f0fdfa;\"\u003e\n\u003ch2\u003e📉 Built for Down-Market Days\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eThis bundle was curated as a connected series of Python futures trading bots\u003c\/strong\u003e, including strategy designs built specifically to study and act on \u003cstrong\u003efalling and volatile markets\u003c\/strong\u003e, not just rallies.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eShort-biased CB bot family:\u003c\/strong\u003e multiple builds plus \u003ccode\u003e_gen2\u003c\/code\u003e refinements focused on short-side signal logic\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eBidirectional Micro WTI bot (\u003ccode\u003ebot_cl_micro_trend\u003c\/code\u003e):\u003c\/strong\u003e long \u003cem\u003eand\u003c\/em\u003e short logic that adapts to changing market regimes\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eShort-biased Lean Hogs build:\u003c\/strong\u003e compare bearish and bullish interpretations of the same market\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eGold mean-reversion hedge bot:\u003c\/strong\u003e dip-buying logic designed around risk-off, macro hedge conditions\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eATR-based stops and position sizing\u003c\/strong\u003e on every bot to help manage volatility\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cmark\u003e\u003cstrong\u003eDesigned for strategy research on red days.\u003c\/strong\u003e\u003c\/mark\u003e \u003csmall\u003eNo verified performance results. For educational and research use only, not financial advice.\u003c\/small\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003ch3\u003e35 Portable Python Trading Bots — Unknown-History Strategy Design Bundle\u003c\/h3\u003e\n\u003cp\u003eExplore a complete collection of \u003cstrong\u003e35 portable Python trading bot scripts\u003c\/strong\u003e built for traders, developers, and strategy researchers who want to study systematic futures strategy design without proprietary dependencies.\u003c\/p\u003e\n\u003cp\u003eThis bundle features broker-agnostic trading bot templates across energy, metals, agriculture, crypto futures, and specialty contracts. Each script is designed around clean signal logic, ATR-based risk management, and heavily commented Python code that can be adapted to your own data source, broker connection, or research workflow.\u003c\/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003eImportant:\u003c\/strong\u003e This is an \u003cstrong\u003eunknown-history tier\u003c\/strong\u003e bundle. These bots do \u003cstrong\u003enot\u003c\/strong\u003e include verified backtest results, estimated performance metrics, or decisive paper-trading data. Annualized Return, Sharpe Ratio, and Max Drawdown are all reported as \u003cstrong\u003eN\/A\u003c\/strong\u003e. These scripts are offered for \u003cstrong\u003eeducational and research use only\u003c\/strong\u003e.\u003c\/p\u003e\n\u003c\/blockquote\u003e\n\u003chr\u003e\n\u003ch2\u003eWhat’s Included\u003c\/h2\u003e\n\u003cp\u003eYou receive \u003cstrong\u003e35 trading bot files\u003c\/strong\u003e from the \u003ccode\u003eunknown_history\u003c\/code\u003e tier, including both base builds and selected \u003ccode\u003e_gen2\u003c\/code\u003e refinements.\u003c\/p\u003e\n\u003cp\u003eEach bot includes:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eA heavily commented \u003ccode\u003e*_portable.py\u003c\/code\u003e Python strategy script\u003c\/li\u003e\n\u003cli\u003eA matching \u003ccode\u003e*_portable.zip\u003c\/code\u003e delivery file\u003c\/li\u003e\n\u003cli\u003eBroker-agnostic placeholder sections for data and execution integration\u003c\/li\u003e\n\u003cli\u003eATR-based stop-loss and position-sizing logic\u003c\/li\u003e\n\u003cli\u003eBar-close signal evaluation using OHLCV data\u003c\/li\u003e\n\u003cli\u003ePython 3.10+ standard-library-only implementation\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eNo proprietary packages. No locked platform. No black-box framework.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003eStrategy Families Included\u003c\/h2\u003e\n\u003ch3\u003eEnergy Futures Bots\u003c\/h3\u003e\n\u003cp\u003eIncludes strategy scripts for:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMicro WTI Crude Oil\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eRBOB Gasoline\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eHeating Oil \/ ULSD\u003c\/strong\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHighlighted bot:\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ccode\u003ebot_cl_micro_trend\u003c\/code\u003e — Micro WTI Geopolitical Trend Flow\u003c\/strong\u003e\u003cbr\u003eA bidirectional Micro WTI crude oil strategy design that supports both long and short logic, making it the most flexible regime-adaptive bot in this bundle.\u003c\/p\u003e\n\u003cp\u003eAlso included are long-only gasoline and heating oil signal models designed for systematic breakout, continuation, and energy-complex research.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch3\u003eMetals \u0026amp; Macro Hedge Bots\u003c\/h3\u003e\n\u003cp\u003eIncludes strategy scripts for:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMicro Gold\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eQO specialty metal futures\u003c\/strong\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHighlighted bot:\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ccode\u003ebot_gc_micro_hedge\u003c\/code\u003e — Mean-Reversion Inflation Hedge\u003c\/strong\u003e\u003cbr\u003eA long-only Micro Gold strategy concept designed around mean-reversion dip buying and macro hedge research.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch3\u003eCrypto Futures Bots\u003c\/h3\u003e\n\u003cp\u003eIncludes strategy scripts for:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eMicro Ether futures\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eSOL futures\u003c\/strong\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eThe SOL family is the most heavily iterated group in this bundle, with multiple timestamped builds and \u003ccode\u003e_gen2\u003c\/code\u003e variants for comparing related signal generations.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch3\u003eAgricultural \u0026amp; Livestock Bots\u003c\/h3\u003e\n\u003cp\u003eIncludes strategy scripts for:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eLean Hogs futures\u003c\/strong\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eThe Lean Hogs pair includes both short-biased and long-biased builds, making it useful for studying different intraday regime interpretations on the same product.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch3\u003eSpecialty Short-Biased Bots\u003c\/h3\u003e\n\u003cp\u003eIncludes the \u003cstrong\u003eCB bot family\u003c\/strong\u003e, the only consistently short-biased \u003ccode\u003ebar_*\u003c\/code\u003e group in the bundle.\u003c\/p\u003e\n\u003cp\u003eThese scripts include multiple early-session timestamped builds and \u003ccode\u003e_gen2\u003c\/code\u003e refinements, giving you a focused set of short-side systematic signal models to review and adapt.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003eFull Bot Inventory\u003c\/h2\u003e\n\u003cp\u003eIncluded bots cover the following strategy IDs and families:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003ebot_cl_micro_trend\u003c\/code\u003e\u003c\/li\u003e\n\u003cli\u003e\u003ccode\u003ebot_gc_micro_hedge\u003c\/code\u003e\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_cb_long_20260924_090025\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_cb_long_20260924_091104\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_cb_long_20260924_091425\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_cb_long_20260924_091642\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_he_long_20260924_101130\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_he_long_20260924_103803\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_ho_long_20260924_100906\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_ho_long_20260924_103531\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_met_long_20260924_101453\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_met_long_20260924_104139\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_qo_long_20260924_101012\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_qo_long_20260924_103631\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_rb_long_20260924_101249\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_rb_long_20260924_103921\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\u003ccode\u003ebar_sol_long_20260924_094205\u003c\/code\u003e\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_sol_long_20260924_100807\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ccode\u003ebar_sol_long_20260924_103434\u003c\/code\u003e plus \u003ccode\u003e_gen2\u003c\/code\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003e35 portable Python trading bot scripts\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eBroker-agnostic architecture\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eNo proprietary dependencies\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003ePython 3.10+ standard library only\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eATR-based risk management\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eStop-loss and position-sizing logic included\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eDesigned for OHLCV bar data\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eEnergy, metals, crypto, agriculture, and specialty futures coverage\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eIncludes base and \u003ccode\u003e_gen2\u003c\/code\u003e strategy variants\u003c\/strong\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cstrong\u003eIdeal for strategy research, code study, and customization\u003c\/strong\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch2\u003eWho This Bundle Is For\u003c\/h2\u003e\n\u003cp\u003eThis digital product is ideal for:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eTraders studying systematic strategy design\u003c\/li\u003e\n\u003cli\u003ePython developers building trading infrastructure\u003c\/li\u003e\n\u003cli\u003eQuant researchers comparing signal variations\u003c\/li\u003e\n\u003cli\u003eFutures traders exploring broker-agnostic bot templates\u003c\/li\u003e\n\u003cli\u003eStudents learning how bar-based trading systems are structured\u003c\/li\u003e\n\u003cli\u003eDevelopers who want clean, portable strategy code without platform lock-in\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch2\u003eWhat This Bundle Is Not\u003c\/h2\u003e\n\u003cp\u003eThis bundle is \u003cstrong\u003enot\u003c\/strong\u003e a signal service, trading recommendation, investment product, or performance-verified trading system.\u003c\/p\u003e\n\u003cp\u003eThese bots do \u003cstrong\u003enot\u003c\/strong\u003e include:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eVerified backtest performance\u003c\/li\u003e\n\u003cli\u003eLive trading results\u003c\/li\u003e\n\u003cli\u003ePaper-trading validation\u003c\/li\u003e\n\u003cli\u003eProfit guarantees\u003c\/li\u003e\n\u003cli\u003eBroker execution integration\u003c\/li\u003e\n\u003cli\u003eFinancial advice\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eAll performance metrics are marked \u003cstrong\u003eN\/A\u003c\/strong\u003e because these bots are showcased for their \u003cstrong\u003estrategy design\u003c\/strong\u003e, not for a proven trading history.\u003c\/p\u003e\n\u003chr\u003e\n\u003ch2\u003eEducational Use Disclaimer\u003c\/h2\u003e\n\u003cp\u003eThese Python trading bots are provided for \u003cstrong\u003eeducational, research, and software-development purposes only\u003c\/strong\u003e.\u003c\/p\u003e\n\u003cp\u003eTrading futures, commodities, crypto futures, and other leveraged products involves substantial risk. Nothing in this product should be interpreted as investment advice, financial advice, trading advice, or a recommendation to buy, sell, or trade any instrument.\u003c\/p\u003e\n\u003cp\u003eYou are responsible for your own testing, validation, broker integration, risk controls, compliance review, and trading decisions. \u003c\/p\u003e","brand":"HFTCODE.COM","offers":[{"title":"Default Title","offer_id":53637230592309,"sku":null,"price":35.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0967\/8549\/8421\/files\/image_fee18e2a-a451-4a83-a113-ea23a507b311.png?v=1790278108","url":"https:\/\/hftcode.com\/products\/35-portable-python-trading-bots-bundle-broker-agnostic-futures-strategy-scripts-with-atr-risk-management","provider":"HFTCODE.COM","version":"1.0","type":"link"}