pankajsinghdeveloper26/nse-stock-predictor ? reverse-engineered prompt

Build me an Indian stock market analytics app for NSE stocks that can fetch historical price data, clean it, calculate common technical indicators like moving averages, RSI, MACD, Bollinger Bands, and ATR, then generate a simple forecast and trading style signal like bullish, bearish, or neutral.

I want it to work from both a command line and a basic web interface, so I can either run a ticker like RELIANCE.NS or upload a local CSV and get a clear summary of the current price, predicted price, trend, confidence, and signal. It should also include some simple pattern detection like doji, hammer, engulfing candles, and support a few model options such as tree based regression and an LSTM style approach.

Please make it feel polished and easy to use, with sensible defaults, readable output, and offline tests for the data loading and forecast flow. If anything needs current docs or best practices, look them up online.