I started GWT-Bootstrap with the intention to bind the bootstrap JS and CSS to reusable GWT components, otherwise, you will probably need to replicate code, which will probably ends with you creating your own code, which will probably be very similar to GWT-Bootstrap.
It also have some facilities to bind events and etc.
But, answering your main question: It depends. If you don't trust community and/or have a lot of time, you could do your own gwt-bootstrap like project, but probably integrated with your project, at least, this was what happened in my case... so, I started GWT-Bootstrap and some fellas like it, and big story short: Now it is what it is. Need a lot of improvements, updates, better docs, and a lot of things, but the true is: I don't have so much time for it.
So, if I was you, I probably will help GWT-Bootstrap community instead of "reinvent the wheel", but that's just my opinion.
Happy study.
EDIT to add thing @IAmYourFaja ask in comments.
The injection as you mean (or as I believe you are meaning) is not centralized.
We have the ResourceInjector that injects some resources, setup viewport and etc, and the Resources.gwt.xml module which injects CSS files. We also have the component classes, which setup the JS plugins (when needed) and CSS classes. You can take a look at TabPanel for an example if you want.