OmegaUse-SOP: SOP Engineering for Professional Computer Use from Human Demonstrations
3.40T1 sourcearXiv cs.HC
Source record
Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2609.02149.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryOmegaUse-SOP is a human-in-the-loop system that converts human demonstrations of professional computer use into reusable standard operating procedure skills for GUI agents. It comprises four modules—Observe, Reason, Configure, Execute—that record expert operations as multimodal traces, abstract them into semantic steps, and execute skills in live GUI environments. Evaluated on PVsyst 7.2 photovoltaic simulation workflows with a power-sector partner.
Why it mattersFrames SOP Engineering as a counterpart to prompt engineering for professional GUI automation. Real deployment test in PVsyst 7.2 distinguishes it from benchmark-only agent work.
Cited by
No citations on record.