(Please, informed answers and sources only) How does Statute of Limitations REALLY work?

It's like Bruce said, It's from the time the crime is discovered till when you can take legal action. For instance if a theft occurs and the limitations is five years then there is a five year countdown from the time the crime is discovered to prosecute the crime. If no legal action is taken before the five years is up then the crime goes unpunished.