Chris Brown -- Off the Hook in Cell Phone Snatching Case

Chris Brown will not be prosecuted for allegedly snatching a cell phone from a female clubgoer outside of a Miami nightclub back in February ... TMZ has learned. We broke the story ... a police report was filed against Brown for "robbery by sudden…