Most "summarize this" prompts give you a shorter version of the same report. That is not a brief. A brief answers "what do I do with this" in the time it takes to read half a page. This is the prompt I settled on after a lot of tweaking. ``` Turn the report below into a one-page brief for a busy reader who will not read the full thing. Structure, in this order: 1. Bottom line (
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Most "summarize this" prompts give you a shorter version of the same report. That is not a brief. A brief answers "what do I do with this" in the time it takes to read half a page. This is the prompt I settled on after a lot of tweaking. ``` Turn the report below into a one-page brief for a busy reader who will not read the full thing. Structure, in this order: 1. Bottom line (
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Mechanical engineering junior. I wrote a lab report myself, the way I write everything, and it came back flagged by an AI detector. I hadn't used AI on it at all, which was a fun conversation to have with a professor who'd already made up their mind. The detectors are basically pattern-matchers, and it turns out the patterns they hate are also the patterns you drift into when y
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Hey everyone, I am sorry for taking your time, but really need some guidance here. So I am in Equity Research, aiming to start my own fund in a 5 year time. I am at that stage of life wherein I really need to use AI because I see a lot of juniors becoming really good, as in self generating reports, valuations, websites, automating tracking sectors, etc. I do know what I want fr
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so i noticed something weird last week was building a prompt to classify support tickets. bug report vs feature request. standard few-shot, gave it 3 clean examples of each. worked fine on my test data then threw a real ticket at it and it got it wrong. "the export button is too slow, we need this fixed" - it called that a feature request. which, fair, it kind of is. but the cu
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https://daniele.tech/2026/09/linus-torvalds-skill-soul-or-how-i-distilled-the-knowledge-for-code-reviews-from-32k-emails/ A report about the changes after the first announcement and all the improvements, including Soul.md (with profanities), 4 different version Skill/Soul from 4 different LLMs, a comparison with/without skills and a reproducible pipeline. submitted by /u/Mte90
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Hello everyone Yesterday I gave a report on Gemini bugs and the techniques I learned on Gemini so far with the Engineering Prompt and interestingly today I got a very interesting and controversial answer from one of the Google engineers. Just before I share the Google engineer's answer, let me show you what the techniques I learned with the Engineering Prompt on Gemini 3.1 Pro
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I'm an ops analyst and I try way too many tools. Too many tabs open at any given moment. The problem with comparing AI tools on real work is that they all look great on a clean demo and fall apart on an actual messy export. So I stopped judging them on the answer and started forcing them to show the work first. This is the prompt I paste before I let any AI report generator tou
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