We have found an optical/X-ray counterpart candidate for the bright , but presently unidentified , Fermi source 2FGL J1311.7 - 3429 . This counterpart undergoes large amplitude quasi-sinusoidal optical modulation with a 1.56h ( 5626s ) period . The modulated flux is blue at peak , with T _ { eff } \approx 14,000 K , and redder at minimum . Superimposed on this variation are dramatic optical flares . Archival X-ray data suggest modest binary modulation , but no eclipse . With the \gamma -ray properties , this appears to be another black-widow-type millisecond pulsar . If confirmation pulses can be found in the GeV data , this binary will have the shortest orbital period of any known spin-powered pulsar . The flares may be magnetic events on the rapidly rotating companion or shocks in the companion-stripping wind . While this may be a radio-quiet millisecond pulsar , we show that such objects are a small subset of the \gamma -ray pulsar population .