This book contains the proceedings of CHR 2006, the Third Workshop on Constraint Handling Rules, held at the occasion of ICALP 2006 in Venice (Italy) on July 9, 2006. The workshop means to bring together, in an informal setting, people involved in research on all matters involving CHR, in order to promote the exchange of ideas and feedback on recent developments.