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aiis2/README.md
AIIS2 AI Systems Lab animated technology banner

Full-stack AI engineer building intelligent systems from data to experience.
全栈 AI 工程师,构建从数据、智能体到交互体验的完整智能系统。

SYSTEM PROFILE

AIIS2 // AI SYSTEMS LAB is an independent engineering lab focused on turning reasoning models into dependable products. I work across agent orchestration, local-first data systems, desktop and web engineering, and the interaction layer where AI becomes genuinely useful.

AIIS2 // AI SYSTEMS LAB 是一个专注于智能系统的独立工程实验室。我关注的不只是模型能力,更是如何把智能体编排、本地数据系统、桌面与 Web 工程,以及最终交互体验组合成可靠、可用的产品。

Build the system, not just the demo.
不只完成演示,更要构建真正可运行的系统。

CURRENT SIGNALS

01  AGENTIC ANALYTICS       // 智能体驱动的数据分析
02  LOCAL-FIRST SYSTEMS     // 本地优先与隐私友好的 AI 产品
03  MULTI-AGENT RUNTIMES    // 多智能体协作与工具编排
04  INTERACTIVE REPORTING   // 从数据到交互式报告
05  HUMAN-CENTERED AI UX    // 以人为中心的 AI 交互体验

PROJECT MATRIX

01 / DATELL

A polished local-first AI analyst for interactive reporting.
本地优先的 AI 数据分析工作台:连接文件与数据库,通过 ReAct 智能体完成分析、验证,并输出可交互、可导出的专业报告。

ReAct Agents · Electron · React · TypeScript · DuckDB · Local RAG

Open Datell


02 / RISK AGENT

A local-first coordinator/worker workspace for risk intelligence.
面向业务风险场景的本地分析系统,结合 Coordinator + Worker 智能体循环、结构化规则、知识与血缘视图,以及浏览器和 MCP 工具层。

Agent Orchestration · Fastify · WebSocket · React · Electron · SQLite

Open Risk Agent


03 / FRONTEND DESIGN REPORT

An installable Agent Skill and visual-report MCP runtime.
面向 Datell 风格视觉报告生成的 Agent Skill 与 MCP 运行时,包含布局、配色、卡片目录和经过验证的静态报告回退能力。

Agent Skills · MCP · HTML · Visual Systems · Report Runtime

Open Frontend Design Report

TECH STACK

TypeScript Python React Node.js Electron Fastify

AI Agents Model Context Protocol SQLite DuckDB Apache ECharts Local-first systems

OPEN CHANNEL

I build systems where AI can reason, act, verify, and present its work clearly. Follow the repositories to watch those experiments become usable products.

我持续探索 AI 如何进行推理、行动与验证,并把结果清晰地呈现给人。所有公开实验与产品进展都会沉淀在这里。

Pinned Loading

  1. datell datell Public

    Datell — Local-first AI data analysis platform. Build interactive reports with natural language using your own AI models.

    TypeScript 3 1

  2. frontend-design-report frontend-design-report Public

    Agent Skills repository for Datell visual report preview and the optional visual-report MCP runtime.

    HTML

  3. risk-agent risk-agent Public

    Local-first coordinator/worker AI workspace for risk-control analysis and investigation.

    TypeScript