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Bibliographic Details
Main Authors: Kosmyna, Nataliya, Hauptmann, Eugene
Format: Preprint
Published: 2026
Subjects:
Online Access:https://arxiv.org/abs/2603.03212
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author Kosmyna, Nataliya
Hauptmann, Eugene
author_facet Kosmyna, Nataliya
Hauptmann, Eugene
contents Real-time proactive agentic system, capable of modeling Human State of Mind, using foundation EXG model and text embeddings model, running fully offline on the edge. Unlike all previously known systems, the NeuroSkill(tm) system leverages SKILL.md description of Human's State of Mind via API and CLI provided by the system, directly from the Brain-Computer Interface (BCI) devices, which records Human biophysical and brain signals. Our custom harness - NeuroLoop(tm) - utilizes all of the above to run agentic flow that manages to engage with the Human on multiple cognitive and affective levels of their State of Mind (e.g., empathy), by providing actionable tool calls and protocol execution with explicit or implicit requests from the Human. GPLv3 open-source software with ethically aligned AI100 licensing for the skill markdown.
format Preprint
id arxiv_https___arxiv_org_abs_2603_03212
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle NeuroSkill(tm): Proactive Real-Time Agentic System Capable of Modeling Human State of Mind
Kosmyna, Nataliya
Hauptmann, Eugene
Artificial Intelligence
Real-time proactive agentic system, capable of modeling Human State of Mind, using foundation EXG model and text embeddings model, running fully offline on the edge. Unlike all previously known systems, the NeuroSkill(tm) system leverages SKILL.md description of Human's State of Mind via API and CLI provided by the system, directly from the Brain-Computer Interface (BCI) devices, which records Human biophysical and brain signals. Our custom harness - NeuroLoop(tm) - utilizes all of the above to run agentic flow that manages to engage with the Human on multiple cognitive and affective levels of their State of Mind (e.g., empathy), by providing actionable tool calls and protocol execution with explicit or implicit requests from the Human. GPLv3 open-source software with ethically aligned AI100 licensing for the skill markdown.
title NeuroSkill(tm): Proactive Real-Time Agentic System Capable of Modeling Human State of Mind
topic Artificial Intelligence
url https://arxiv.org/abs/2603.03212