An on-body medical fluid injection device with adhesive assembly includes a housing, an injection needle, a skin-facing surface that faces the skin of a patient when on the patient's body, a skin adhesive carried by at least a portion of the skin facing surface and a plurality of substantially contiguous folded film segments covering the skin adhesive.