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X-iZhang
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README.md
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- **🧠 Persistent Memory** — Context, preferences, and findings survive across sessions.
- **🌐 Multi-Provider** — Anthropic, OpenAI, Google, NVIDIA — one config to switch.
- **📱 Multi-Channel** — CLI as the hub; Telegram, Slack, Feishu, WeChat, and more — one agent session.
- **🔌 MCP & Skills** — Plug in MCP servers or install skills from GitHub on the fly.
- **🔬 Scientific Workflow** — Intake → plan → execute → evaluate → write → verify.
- **🔌 MCP & Skills** — Plug in MCP servers or install skills from GitHub on the fly.
<p align="center">
<img src=".github/assets/EvoScientist_framework.png" alt="Framework" width="75%" />
</p>
> Powered by EvoScientist's multi-agent engine and installable [**EvoSkills**](https://github.com/EvoScientist/EvoSkills), the entire end-to-end research lifecycle is covered out of the box.
> [!TIP]
> Looking for ready-to-use research skills? Check out [**EvoSkills**](https://github.com/EvoScientist/EvoSkills) — Powered by EvoScientist's multi-agent engine and installable skills, the entire end-to-end research lifecycle is covered out of the box.
## 🔥 News
- **[13 Mar 2026]** 🚀 [**EvoScientist**](https://github.com/EvoScientist/EvoScientist) officially debuts!
README.zh-CN.md
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- **🧠 持久化记忆** — 上下文、偏好和研究发现跨会话保持。
- **🌐 多模型供应商** — Anthropic、OpenAI、Google、NVIDIA——一处配置，随时切换。
- **📱 多渠道接入** — CLI 为中心；Telegram、Slack、飞书、微信等——共享同一智能体会话。
- **🔌 MCP 与 Skills** — 即插即用 MCP 服务器，或从 GitHub 一键安装技能包。
- **🔬 科学工作流** — 需求采集 → 规划 → 执行 → 评估 → 撰写 → 验证。
- **🔌 MCP 与 Skills** — 即插即用 MCP 服务器，或从 GitHub 一键安装技能包。
<p align="center">
<img src=".github/assets/EvoScientist_framework.png" alt="Framework" width="75%" />
</p>
> 由 EvoScientist 多智能体引擎驱动，结合可安装的 [**EvoSkills**](https://github.com/EvoScientist/EvoSkills)，开箱即用覆盖端到端研究全流程。
> [!TIP]
> 寻找开箱即用的研究技能？查看 [**EvoSkills**](https://github.com/EvoScientist/EvoSkills) — 由 EvoScientist 多智能体引擎驱动，结合可安装技能，端到端研究全流程一步到位。
## 🔥 动态