NeuroSkill(tm): Proactive Real-Time Agentic System Capable of Modeling Human State of Mind
AI 摘要
NeuroSkill是一个实时、离线、能建模人类心智状态的主动Agent系统。
主要贡献
- 提出NeuroSkill系统，利用BCI数据建模人类心智状态
- 使用SKILL.md描述人类心智状态
- 开发NeuroLoop组件，管理多层次认知和情感交互
方法论
系统通过BCI设备采集生物物理和脑信号，使用EXG模型和文本嵌入模型建模心智状态，并通过NeuroLoop运行Agent流程。
原文摘要
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.