The United States Government is established in a variety of laws, not just the Constitution. The President is obligated to faithfully execute them. Failing to do so would be an impeachable offense.
Really? An impeachable offense? Just because the president fails to execute some laws he does not like? Like Obama failing to enforce drug laws in how many states now?