Depends on the season. During the summer I have my 15mm ratchet and adjustable wrench, shoes, and lock. Recently I've added my pump and extra tube having finally gotten a flat and had to ride 4 miles home on the rim (god bless deep v's).
If theres a chance of rain I will throw in a change of clothes. C'mon though, how often does it rain in Los Angeles?