Tamiya tape should be fine.
Here is something else I do at times to remove extra tackiness from the tape:
Stick the tape to your t-shirt till you need it.
Alternatively you can also use artists masking tape from the arts supply store, this is also a good low-tack option but won't lay as nicely around corners as the Tamiya Tape will.