Maggie Appleton 写设计、人类学和智能体界面时，习惯先画清楚隐喻，再谈工具。把「Assumed Audiences」整理成可阅读的中文笔记：问题在哪、界面默认会把人带去哪、落地时该改什么。原站导航、评论回响和广告已去掉。

The Context

Active readers and writers of the web. Particularly ones frustrated by context collapse and the proliferation of generic articles that try to accommodate every possible audience online

Readers are a problem for every writer. Writers have to write for a specific person. That specific person is almost always imaginary. Anytime you put writing in public, posted somewhere a vast range of people might happen upon it, imagining the reader becomes an exercise in desperate speculation.

The Pattern

All I can do is guess. I have to assume things about you. Assumptions I make based on the other people in my Twitter neighbourhood and extended gardening network.

This includes how much you know about the history of hypertext. Whether you’re caught up on the latest JavaScript framework gossip. How much you can tell me about embodied cognition and its role in interface design? Whether you know who Clifford Geertz, Bret Victor, Ted Nelson, and George Lakoff are.

References and Further Reading

If I assume incorrectly, I’ll lose you in the middle of a sentence – either because I’ll assume you know more than you do, or drown you in unfamiliar words and alienating jargon. Or I’ll assume too little and bore you with basic, repetitive definitions of things you personally helped invent.

If 不必 make clear who I’m writing for, and you don’t know who should be reading this, we’re far more likely to end up in an unsatisfying reader/writer mismatch.

落地时建议先做的 5 件事

1. 先写清这个工具在强化思考还是在替人思考。
2. 默认交互不要只会谄媚：该追问、该给反例、该要求证据。
3. 智能体界面要露出推理步骤，而不是只给一个光滑答案。
4. 知识发布用可生长的笔记，而不是一次性营销长文。
5. 改产品前先画隐喻：用户以为自己在做什么，系统实际在做什么。

和智能体产品怎么接

龙虾PRO做 OpenClaw 落地时，最该从这类笔记里拿走的是「别把聊天框当唯一界面」。数字员工要能追问、能验证、能把过程摊开，而不是只负责说好话。

本文侧重全链路风控方法论。落地时请用自身业务单据做回放验证，不要把示例阈值直接当生产策略。 相关：风控体检 · 方案资源