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xiaojinao/README.md

xiaojinao

正在开发 Cellium-Agent构建模块化 Agent Runtime 与 AI 运行时自扩展工具。

关于我

目前专注于 Agent Runtime 的设计与实现。

关注方向：

  • Agent Runtime
  • Runtime Self-Extension
  • Vision Systems
  • Memory Architecture
  • Context Engineering
  • Long Running Tasks
  • Desktop Automation

相比模型能力本身，更关注如何构建能够长期运行、持续演化、自主执行的 Agent 系统。

当前项目

Cellium-Agent

模块化桌面 Agent 框架。

核心设计原则：

  • High Cohesion
  • Loose Coupling
  • Provider Agnostic
  • Runtime Self-Extension
  • Observable Execution

目标是构建面向长期运行任务的 Agent Runtime。

聚焦于：

  • Agent Runtime
  • Tool System
  • Memory System
  • Vision System
  • Context Management
  • Desktop Automation

当前工作

Vision Runtime

  • 屏幕感知能力
  • 视觉上下文管理
  • 多模态输入融合
  • 视觉事件抽象

Memory Layer

  • 长期记忆增强
  • 检索优化
  • 上下文压缩
  • 记忆隔离机制

Runtime

  • 运行时自扩展
  • 长时任务执行
  • Agent 生命周期管理

架构理念

Agent ≠ Model

Model        提供智能
Runtime      提供执行能力
Memory       提供连续性
Vision       提供环境感知
Tools        连接现实世界

Featured Project

Cellium-Agent

运行时自扩展 Agent 框架

GitHub： https://github.com/Cellium-Project/Cellium-Agent

Pinned Loading

  1. Cellium-Project/Cellium-Agent Cellium-Project/Cellium-Agent Public

    运行时自扩展工具AI Self-Evolving AI Agent Framework | Decision-Loop Driven Microkernel Architecture with Hot-Pluggable Components & Triple-Layer Memory | Agent Infinite Evolution Engine that Learns from Fa…

    Python 113 5

  2. Cellium-Project/Cellium Cellium-Project/Cellium Public

    Cellium: A lightweight, micro-kernel-based modular framework for Python desktop applications. Decoupled frontend & backend via ICell protocol. （Cellium：一个轻量级、基于微内核的 Python 桌面应用模块化框架。通过 ICell 协议实现前后…

    Python 10 3

  3. Cellium-Serial Cellium-Serial Public

    Forked from Cellium-Project/Cellium

    CN: 灵活、强大的组件化串口通信工具。 EN: A flexible and powerful component-based serial communication tool.

    Python 2