The Real Prompt Engineering
---
description: "Prompt engineering has a folk version — magic phrases, ever-longer instructions — and a real one. The real one is engineering: reference concepts the model already shares instead of describing from scratch; move down the six escalation levels only when a failing test forces you, and back up when a better model arrives. A prompt file is software — same forces, same principles — and the practice is engineering with fewer safety nets than code."
title: "The Real Prompt Engineering"
tags:
- prompt engineering
- ai
- llm
- abstraction
- software engineering
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toc_label: My Table of Contents
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---
**Prompt engineering** has a folk version — magic phrases, ever-longer instructions, vibes — and a real one. The real one is engineering: reference **concepts** the model already shares instead of describing from scratch, structure the file the way you structure software, and add detail only when a failing test forces you.
You have seen the folk version:when to use it
Community prompt sourced from the open-source GitHub repo mossgreen/mossgreen.github.io (no explicit license). A "The Real Prompt Engineering" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.
tags
codingcommunitydeveloper
source
mossgreen/mossgreen.github.io · no explicit license
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