As previously said, this is probably just mean reversion. It’s a commonly used signal that appears to print money all the time, until you take transaction costs into account. If you want to have even more fun, try back testing this same idea on intraday data. Your performance should look phenomenal, and your Sharpe ratio should be well above 10.