Adding more energy conversions (mechanical->electrical->mechanical, or worst-case: mechanical->electrical->chemical->electrical->mechanical) is likely to be less efficient than direct engine-to-wheel mechanical powertrains like other conventional hybrids.
Of course, if this car is small and light, it still might get impressive MPG.