@Angle perhaps a 1-paragraph preamble and just a brief content note at the start of each chapter? That way you're still sticking to classical style (describing a chapter in the first sentence) and providing a granular approach for people.
Assuming that one can skip ahead and not read in linear order this may make it easier for folks to skip and come back when they're more prepared.