Sun8929/stock-web — reverse-engineered prompt

Build me an AI stock screener that has two ways to use it, a simple Python terminal version and a browser dashboard version. I want it to pull stock data, calculate useful technical signals like price changes, moving averages, volatility, and volume trends, then fit a small machine learning model to estimate short term bullish return potential and suggest take profit targets.

For the web version, make it feel polished and visual, with a dark premium look, charts, adjustable settings, a similar stocks finder, and a scrolling terminal style panel that makes it feel like the Python scanner is running live. The web app should run fully in the browser and be easy to test locally, then easy to deploy online with GitHub Pages or Vercel.

Please wire up whatever is needed so the project actually works end to end, keep the interface clean and approachable, and add sensible defaults so someone can use it right away. If you need details, look up current docs online.