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Python Trading Toolkit Pro
Teaches AI coding agents to build production-grade Python trading tools: portfolio optimization, risk metrics, backtesting frameworks, and live trading connectors. Pro version adds real-time risk moni
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See it in action
You say
Build a Python script to optimize a portfolio of 5 tech stocks for the maximum Sharpe ratio and include a 4-fold walk-forward backtest.
Your agent does
The script uses scipy.optimize (SLSQP) to find weights. It splits data into 252-day training and 63-day test windows across 4 folds. Final OOS Sharpe: 1.42 Max Drawdown: 12.4% Status: Valid (OOS > 50% IS)
What you get
About this skill
Teaches AI coding agents to build production-grade Python trading tools: portfolio optimization, risk metrics, backtesting frameworks, and live trading connectors. Pro version adds real-time risk monitoring, walk-forward optimization, multi-asset portfolio rebalancing, and broker API integration. For quantitative traders and algo developers.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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