How do I keep my laptop's battery healthy?

Keep It between 40 and 80 percent charge.
Keep It ventilated, in a cool place.
Don’t let the battery drained.
Replace your battery when it gets below 80 percent health.

Why not fully charged?

It can be full. This is to avoid the battery from overheating. Too much charging can also cause the battery to get damaged.