Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    Python Trading Toolkit Pro

    2

    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

    $5

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    python-trading-toolkit-pro

    python-trading-toolkit-pro

    Example session with this skill installed

    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.

    • Read your context and instructions
    • Compiled the python-trading-toolkit-pro

    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)

    Connects securely to your tools. The creator never sees your data.

    What you get

    Maximize Sharpe ratios using SLSQP optimization constraints.Validate strategies with rolling 4-fold walk-forward analysis.Monitor real-time portfolio risk, leverage, and VaR.Interface with Binance and MT5 using a unified broker class.

    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

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 1 month ago

    • Passed all security checks, Safe to install

    Listed1 month ago

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