The EasyMax domain-specific XML schema adheres to the S88 format, a standardization of the control philosophy in hardware control. While hierarchy and operation parameters may vary between manufacturers, the fundamental philosophy remains consistent, aligning with the S88 baseline. Therefore, this prompt engineering approach should be transferable as long as the prompt can map experimental actions (e.g., heating, stirring, dosing) to operation names. Beyond the XML format, this approach should support scripting experimental With more familiarity to the language and its function calling ability, the LLM can script series of functions to effectively plan and execute sequential tasks.