The ladle slag modifier is mainly composed of pre-melted calcium aluminate and aluminum metal powder. The pre-melted calcium aluminate in this product exhibits excellent inclusion absorption capability. By adding fluorite and metallic aluminum, the melting point is significantly reduced, and oxygen in steel slag can be effectively removed, thereby enhancing the refining efficiency of molten steel and reducing the content of non-metallic inclusions in steel.