pandejesal/WSB-Alpha-System ? reverse-engineered prompt

Build me an autonomous stock trading project that uses retail sentiment and web research to find ideas, tests them carefully, and only promotes strategies that actually hold up out of sample.

I want it to pull public sentiment from Reddit and web search, match tickers to those signals, then fetch stock price data with a fallback chain so one bad data source does not break the whole system. It should run realistic backtests with no lookahead, include basic trading frictions, and do proper validation so it can spot overfit strategies instead of pretending they work.

Please add a simple evolution loop that tries new parameter sets but only keeps ones with real evidence, plus paper trading for weekdays with risk controls like position sizing and stops. It should also publish a static dashboard with recent results, trades, portfolio status, and health checks, and send alerts when useful. If you need to look up current docs online for any APIs or libraries, go ahead.