产品与商业 3.0 · 值得看 2026-05-05 · X

AI 产品原型生成提示词:3 层上下文框架(功能 + 视觉 + 数据)

Peter Yang(@petergyang)提出用三层上下文生成 AI 原型和应用,避免生成内容出现廉价感(slop)三层分别为:功能层(Functional)描述产品做什么;视觉层(Visual)提供线框图布局;数据层(Data)提供 JSON 格式的合成数据最佳特点是可随时替换数据层(如从 downtempo 音乐切换到迷幻摇滚)而不影响其他两层与 ex-Tinder CPO Ravi Mehta 合作提供完整教程和实战演示

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AI 产品原型生成提示词:3 层上下文框架(功能 + 视觉 + 数据)

备注:原文抓取自 X/Twitter (https://x.com/petergyang/status/2051306144199737508)

原文

Here's a prompt that you can use to generate AI prototypes and apps that don't look like slop.

The trick is to include 3 layers of context:

Functional - what the product does. Visual - a wireframe of the layout. Data - A JSON of the product's synthetic data.

Below is an example 3 layer prompt for a music discovery product.

The best thing about this system is that you can swap the data layer (JSON) at any time to have your app highlight completely different content (e.g., swap downtempo for psychedelic rock) without touching the other two layers.

📌 Get the full breakdown with a live demo in my tutorial with @ravi_mehta here: https://t.co/47LQm12LFT

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