97mathi/claude-stock-trader — reverse-engineered prompt

Build me a Python desktop app for predicting and paper trading Indian stocks. I want to choose or type an NSE stock, see recent price history, train a prediction model, and get a future price forecast with a chart.

Add an autonomous trading tab that scans the Nifty 50, scores stocks using price forecast, news sentiment, sector momentum, fundamentals, macro settings, and correlation, then paper buys or sells on its own. Keep strong safety rules, never invest more than 75 percent of capital, never put more than 10 percent in one stock, limit new buys per cycle, avoid highly correlated holdings, and stop opening trades once the profit goal is reached.

The app should track fake cash, positions, trade history, reasons for every buy or sell, profit and loss, win rate, and export CSV plus a simple report. It should monitor open positions and mark HOLD or SELL with reasons like stop loss, profit target, or forecast turning bad.

Keep real money trading disabled, but leave a clean placeholder for a future broker connection. Look up current docs online if needed.