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X-iZhang
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README.md
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**EvoScientist aims to harness vibe research by enabling self-evolving AI scientists that autonomously explore, generate insights, and iteratively improve.
It is designed to be opinionated and ready to use out of the box, offering a living research system that grows alongside evolving agent skills, toolsets, and memory bases.
Going beyond traditional human-in-the-loop systems, EvoScientist introduces an AI-in-human’s-loop paradigm, where AI acts as a research buddy that co-evolves with human researchers and internalizes scholarly taste and scientific judgment.**
Moving beyond traditional human-in-the-loop systems, EvoScientist adopts a human-on-the-loop paradigm, where AI acts as a research buddy that co-evolves with human researchers and internalizes scholarly taste and scientific judgment.**
<!-- <h3>Unified Control, Different Surfaces</h3>
[TODO: Add a Demo to demonstrate the different interfaces (TUI, mobile) and how they connect to the same underlying proxy system.] -->
@@ -61,8 +61,9 @@ Going beyond traditional human-in-the-loop systems, EvoScientist introduces an A
- [x] ⚒️ 200+ predefined skills built in
- [x] 🧩 Built-in research-lifecycle skills shipped
- [x] 👋 Human-in-the-loop action approval
- [x] 🦾 Agent-initiated human clarification
- [x] 📑 Technical report on the way
- [ ] 📺 Web app with workspace UI
- [ ] 📑 Technical report on the way
- [ ] 📹 Demo and tutorial in the works
- [ ] 📊 Benchmark suite to be released
- [ ] ⏰ Scheduled tasks for the core system planned
README.zh-CN.md
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**EvoScientist 旨在通过构建自我进化的 AI 科学家来驱动 Vibe Research——让 AI 自主探索、生成洞见并持续迭代优化。
它以开箱即用为设计理念，提供一个伴随智能体技能、工具集和记忆库共同成长的活跃研究系统。
EvoScientist 超越了传统的人在回路（Human-in-the-Loop）模式，引入了 AI 在人的回路中（AI-in-Human's-Loop）的新范式——AI 作为研究伙伴，与人类研究者共同进化，逐步内化学术品味与科学判断力。**
EvoScientist 超越了传统的人在回路（Human-in-the-Loop）模式，采用人在环上（Human-on-the-Loop）范式——AI 作为研究伙伴，与人类研究者共同进化，逐步内化学术品味与科学判断力。**
<!-- <h3>统一控制，多种界面</h3>
[TODO: 添加 Demo 以展示不同界面（TUI、移动端）及其如何连接到同一底层代理系统。] -->
@@ -70,8 +70,9 @@ EvoScientist 超越了传统的人在回路（Human-in-the-Loop）模式，引
- [x] ⚒️ 200+ 预置技能已内置
- [x] 🧩 内置研究全流程技能已上线
- [x] 👋 Human-in-the-loop 操作审批
- [x] 🦾 智能体主动向人类澄清确认
- [x] 📑 技术报告已发布
- [ ] 📺 带工作区的 Web 应用界面
- [ ] 📑 技术报告即将发布
- [ ] 📹 Demo 与教程正在制作中
- [ ] 📊 基准测试套件即将推出
- [ ] ⏰ 核心系统定时任务规划中