There is an excellent book for calibration labs:
Fundamentals of Metrology by Wilkie Brothers Foundation, by Ted Bush, Delmar Publishers, Albany, New York, U.S.A.
In running a lab you would need some very basic inspection and repair tools, working standards and reference standards that would be traceable to Natinally certified standards. As
per age old practices a ratio of 10:1 was desirable, but some say that due to highly increased accuracy of devices used this ratio ( between the working and the calibration standard) is now down to 1:3 or 1:5. Anyway this is a user defined value. For verniers and micrometers you would need a
set of gauge blocks that come in various grades and materials
and sizes ( 40 or 80 pc set etc). They are also available in special lenghts for special measurements. If you ever use thread mikes then you would need pin gauges also. Mitotoyo also sells calibarion kits for verniers and mikes. Unless you have a reasonable number of mikes and verniers for calibration on a frequent basis, an outside service agency is better, unless you are in this business. In that case you also need to become a certified lab to ISO 9000 and then to a national certifying body.MIL Q-9858, later on an ASQC calibration standard and currently ISO 9000 lays down the requirements for a calibration system.