Shuyi’s Newsletter
Wang ShuyiResearch, Tools and Data Science
| Platform |  | Pricing | Freemium | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 207 | Founded | 6 years ago | Last Issue | 7 days ago |
| Active | Language |  ZH-CN | |||
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如何用 AI Skill 把一篇文章变成「无限画布」Prezi 式演示？
费功夫的部分交给 AI，惊艳的部分留给你的观众。
惊艳 那是 2014 年夏天，北京一所 985 高校，研究生招生夏令营。
如何用 Agent Skill 做个性化文献综述？
它的效果怎么样呢？我在团队内部已经推广并且迭代了半年多。我的学生们都表示挺喜欢它的。
疑问 知识星球上，星友黄俊霞提问：
同样读一篇论文，AI Agent 比对话框强在哪？
动手
用 AI 读论文，早就不是什么新鲜事了。从 ChatGPT 刚火那阵起，我就在课上、在文章里反复讲过一个最朴素的用法：把一篇论文丢进对话框，问它讲的是什么、核心机理在哪。
你要是英文读着费劲，它能很快用中文给你捋顺。
你还可以让它画张图，把论文里那套机制解释得更直观。这些动作，我们早就用熟了。
可今天我想跟你聊的，主角换了。不再是对话框，而是 AI Agent（你可以把它理解成一个能自己动手干活的 AI 助手，而不只是陪你聊天）。
那么问题来了：同样是解...
Claude Code 吭哧吭哧干活儿，我为什么偏要让 Codex 来拆台？
只有让环内的 Agent 自己跑得有效，我们才能真正站在「环上」来「指挥若定」。
疑问 前几天，我在知识星球上发了个感慨：
讲稿变成整套教学幻灯，这样的 Skill 如何制作与打磨？
最难的不是画图，是如何教会它别画错
发现 2026 年 6 月 16 日，应《图书情报知识》宋恩梅老师邀请，我为武汉大学信息管理学院「珞珈信管・前沿论坛」做了在线讲座分享。
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Authors
The writers behind this newsletter.
Associate Professor at Tianjin Normal University
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