This randomized pilot clinical trial studies Yoga Skills Training or attention control in reducing fatigue and depressive symptoms during chemotherapy in patients with stage II-IV colorectal cancer. Yoga Skills Training consists of meditation, movement and breathing practices that aim to promote mindfulness and relaxation. Attention control consists of conversations with a caring professional with a recommendation to complete daily home diaries. It is not yet known whether Yoga Skills Training is better than attention control at reducing fatigue and depressive symptoms in patients undergoing chemotherapy.The purpose of this initial feasibility study is to refine study procedures.