What are the important things to develop a framework?

I am a web developer and I am interested in open source contribution. Now i am planning develop a framework. I need some tips & advice to develop a scalable systems like frameworks or libraries.

So my question is, What are the important thing that I have to consider while developing frameworks or libraries.

Thank you!