Health Care COBRA OffSet Tax Savings Act of 2006 or the Health Care COSTS Act of 2006 - Amends the Internal Revenue Code to allow certain individual taxpayers a refundable tax credit for 50% of the premium for COBRA continuation coverage under a group health plan. Requires notice of the availability of this tax credit to individuals entitled to COBRA continuation coverage.