Ask HN: How do you get started on contributing to open source projects?

I've been doing freelance web development for about a year now. I want to start contributing to some open source projects, but I don't know where to begin.

Every couple of months I feel like I've learned so much more, it makes me think I need more experience before being able to contribute something worthwhile to any of the open source projects I use.