Generate executable Python protocols for Opentrons Flex liquid handling robot. Takes experimental designs from hypothesis generation workflow and produces ready-to-run code with plate layouts, reagent calculations, and safety checks. Supports drug treatments, serial dilutions, plate washing, and assay additions. Outputs include Python protocol files, plate map visualizations, and reagent preparation guides.