Reducing Coverage Gaps for Kids Act of 2007 - Amends titles XIX (Medicaid) and XXI (State Children's Health Insurance Program) (SCHIP) of the Social Security Act to prohibit states from requiring eligibility determinations for children for Medicaid and SCHIP benefits more frequently than annually.