Agents & Automation

OmegaUse-SOP: SOP Engineering for Professional Computer Use from Human Demonstrations

Human-in-the-loop SOP engineering: record a demonstration (Observe), abstract it into steps (Reason), configure domain rules (Configure), execute with verification (Execute) - capturing expert know-how words lose; validated on PVsyst 7.2 for a power-sector client

Beyond Prompting

What the source reports

Human-in-the-loop SOP engineering: record a demonstration (Observe), abstract it into steps (Reason), configure domain rules (Configure), execute with verification (Execute) - capturing expert know-how words lose; validated on PVsyst 7.2 for a power-sector client

Original source

Title
OmegaUse-SOP: SOP Engineering for Professional Computer Use from Human Demonstrations
Author
Xiao, An, Yang, Ma, Chen, Cao, Zhao, Wang, Liu, Bao, Zhou & Wu
Publication
arXiv
Date
Wednesday, September 2, 2026