Manuscript citation: Gao, Y., Luo, Y., Lan, Y., Jiang, H., Fu, L., & Si, T. (2025). Autonomous liquid-handling robotics scripting through large language models enables accessible and safe protein engineering workflows. bioRxiv, 2025-09.
License: This is an open access protocol distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Protocol status: WorkingWe use this protocol and it's working
Created: November 26, 2025
Last Modified: November 26, 2025
Protocol Integer ID: 233530
Keywords: Opentrons, Serial Dilution, Fluorescence, Calibration, Python Protocol, Laboratory Automation, 96-well plate, PBS, Fluorescein, Liquid Handling, fluorescein serial dilution, serial dilution of fluorescein, calibrating plate reader fluorescence, plate reader fluorescence, serial dilution, fluorescein, dilution series, smart pipetting, opentrons flex robot