Weak battery, or, corrosion on some of the wires; check the negative battery lead [this is the common point] and grounds. The battery should stay around 10v while cranking and 12+v when not.
A sketchy battery will drop voltage from sitting - that's why I have a voltmeter in my instrument combo...