Fixed gear axle or cog slipping?

Sometimes When I pedal really hard, or start to skid, it feels as if something momentarily slips. Could this be my axle? So I tightened the axle nuts as much as possible. Is it bad to tighten the axle nuts too much? Was the axle slipping? Has anybody else had this problem?