Well the only lighter reactive element than lithium is hydrogen, so at that point you'd just be making a hydrogen fuel cell 😂

You absolutely have a limit on what you can store with batteries. That limit is 1 electron per lithium atom. Even if you used pure lithium metal as your electrode, that is still three times as heavy as hydrogen per electron.