Cosmetic cleaning compositions containing, in addition to at least one surfactant and water:an oil phase, the(i) castor oil and(iii) contains at least one plants butter,one or more solubilizing agents, as well asa combination of thickening agents selected fromnatural thickening agents andsynthetic, (meth) acrylic acid polymers containing thickeners, are suitable for use in rinse-off - off - skin cleaning agents has made in order to improve the stability and / or care of power of the means.