NeuZhou/stratevo ? reverse-engineered prompt

Build me a trading research app that evolves strategies instead of me hand coding them. I want it to generate lots of candidate strategies, test them on US stocks and crypto, and keep only the ones that do well on unseen data. It should show live daily signals, keep a full signal history, and run paper trading so I can track performance over time with simple charts for equity and drawdown.

The app should focus on being honest about results, so include walk forward validation, Monte Carlo style checks, and basic bias detection to avoid fake wins. I also want a clean way to see the best strategies, their return, Sharpe, drawdown, win rate, and trade count, plus a simple status view for which strategy is currently live. If you need to look up current docs online for any libraries or market data setup, go ahead.