基于脑机接口的实时智能系统，可主动理解人类心智状态。
NeuroSkill(tm): Proactive Real-Time Agentic System Capable of Modeling Human State of Mind
- 通过脑机接口采集生物信号，结合文本嵌入模型实时建模人类心智状态。
- 系统支持多层级认知与情感交互，能响应显性或隐性需求执行操作。
- 全离线运行于边缘设备，开源且符合伦理规范，适合心理健康应用。
一种实时主动式智能系统 NeuroSkill(tm)，能够基于基础脑电（EXG）模型与文本嵌入模型，完全离线在边缘设备上运行，通过脑机接口（BCI）设备直接获取人类生理与脑电信号，实现对人类心智状态的建模。该系统利用自研工具 NeuroLoop(tm) 构建智能流程，通过 API 与 CLI 接口调用 SKILL.md 描述的人类心智状态，实现对用户在认知与情感层面的深度互动（如共情），并根据用户的明确或隐含请求提供可操作的工具调用与协议执行。系统采用 GPLv3 开源协议，技能描述文件（SKILL.md）遵循 AI100 伦理对齐许可。
原文摘要 · Abstract (English)
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.
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