KISS is a famous acronym that I love:
Keep It Simple Stupid
That, along with “Brevity is the soul of wit.” are two of my favorites.
Here is a nice article with simple recommendations for how to eat in a healthy manner. It does not take an entire book to tell you the rules, just a short essay (and perhaps some good cookbooks!)