Original Summary

Hi all. I spent the last year building Rora, and it launched on iOS this week. What it is You know the questions you keep circling? The ones your friends have heard way too many times, too small to book a therapist for, and still keeping you up at night. Rora is where those go. It's a daily reflection app built on tarot's ritual: you bring a question, pull a card, and get a reflection on your actual situation that ends in one small thing to do. No fortune-telling, no predictions. I reframed tarot for reflection. The part I think is interesting for builders A language model writes the readings, and my early output was what you'd expect: generic, flattering, the same voice for everyone. I kept rewriting the prompt and it never really got better. What fixed it was noticing that I was asking the model for something personal while handing it raw strings. With nothing to reason over, it reaches for style. So I stopped touching the prompt and built a layer between the data and the model: Every question gets labeled along a few fixed axes: the topic, the stance you're asking from, how much agency you give yourself. Plain code groups near-duplicate questions, measures how your themes drift over time, and scores how strong a pattern is, all before any text gets written. The output gets validated: quotes are checked against what you actually wrote, and anything that fails gets thrown away and redone. My rule now: code does the measuring, the model only does the language. That's what makes the memory features work. Threads groups the questions that are really the same question in different words, and Insights shows you the patterns across all of them. Ask a chatbot the same thing twice and it starts from zero. Rora doesn't. You can also bring your own deck: pull physical cards in real life, scan them with the camera, and Rora reads them with you. Pricing Free: the daily draw, 3 one-card readings a week, Threads, Practice and your full history. Rora Plus is $9.99/month or $69.99/year with a 7-day trial on annual, for 10 readings a week, 3-card spreads, deck scanning and the full Insights pages. What I'd love feedback on The first run, whether the memory part feels useful after a week, and whether the free/paid line sits in the right place. App Store: https://apps.apple.com/app/id6758863035   submitted by   /u/Important_Pen_1100 [link]   [comments]

中文概览

中文标题： 我做了Rora：面向过度思考者的塔罗反思App，记得你反复问的问题

作者花一年开发Rora，本周在iOS上线。它把塔罗仪式用于日常反思：带一个问题抽一张牌，得到针对实际处境的反思，并给出一个可做的小行动，不做预测。技术上由代码做度量（标注问题主题、立场、自主性，聚类近似问题，追踪主题漂移，评估模式强度），语言模型只写文字并校验引用。含Threads、Insights记忆功能与实体牌扫描。作者想了解首次体验、记忆功能是否实用及免费与付费分界是否合适。

  • 情报分类：开源项目与落地
  • 分类依据：个人开发的塔罗反思iOS应用上线，介绍功能与定价并征求反馈。
  • 信息来源：Reddit · SideProject
  • 发布时间：2026/9/17 21:53:49