By Bolshevik logic taxes imposed on oil companies do not get passed along to consumers, therefore there is no tax, regressive or otherwise.
A tax on oil imports would help balance the budget, reduce the trade deficit and promote the domestic oil industry. WIN - WIN - WIN.
Another plus is that an oil import duty would give political cover for further income tax rate reduction. Another WIN.