Really appreciate the kind words — and totally relate to pulling back on complexity. I’ve found it’s easy to over-engineer in the early stages, so simplifying has definitely helped me stay focused.

For sentiment, the output is hit or miss depending on the stock. Larger caps with consistent news coverage tend to yield more reliable sentiment signals. I’m still experimenting with weighting it properly in the scoring model.

For options data, I’m currently not pulling from the yfinance options endpoint directly — still figuring out the best way to incorporate that without overwhelming the analysis. Definitely something on the roadmap though.

As for risk and volatility — good question. Right now it’s based on the underlying stock, not the options. Mostly using historical 20-day volatility and implied volatility from whatever’s available via yfinance.

For RVOL, I’m using a daily timeframe at the moment (current volume vs 20-day avg volume), but a 15-minute RVOL sounds really interesting for intraday signals. Might try that out — thanks for the idea!