UFund-Me/Qbot ? reverse-engineered prompt

Build me a local AI quantitative trading research app like Qbot. I want to use it to get market data, test trading ideas, run backtests, and try simulated trading before I ever connect real money.

It should support stocks, funds, futures, and crypto where possible. Give me a simple desktop or web interface where I can pick an asset, choose or create a strategy, run a backtest, and see charts for returns, risk, signals, positions, and logs. Include sample strategies, including basic machine learning or reinforcement learning style examples, but make them easy to understand and run.

Please keep it modular so I can add new data sources, brokers, factors, and strategies later. Everything should run locally with Python 3.8 or 3.9. Add clear setup steps, sensible defaults, and a safe simulated mode as the default. Look up the current docs online if you need to.