I'm using Firefox and the links were activated when I hit enter in the quick-find prompt. Not sure why the behavior is different than what the author is seeing.
The issue is with any JavaScript driven on click events tags. Some sites even have their <a> tags not responding to keyboards events, because they have a hash href, and a JavaScript handler to redirect.