I guess I don't really count skimming as reading haha
When looking for readability, maintainability, etc what I mainly look for are design patterns. If you're using the same boilerplate and layout I'm going to start skipping over sections
I also mainly work on high performance embedded systems that are difficult/nearly impossible to unit test and I dont always have line coverage metrics. A lot more verification by inspection in my corner of the world