JAICHANGPARK/ASD-STE100

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# ASD-STE100: Simplified Technical English & 80% Karpathy Mode

> **Claude Code Plugin · Mod · Agent Skill · Linter & CLI**  
> Controlled technical English specification to minimize cognitive load, eliminate ambiguity, and optimize LLM reasoning and human oversight.

[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
[![Claude Code](https://img.shields.io/badge/Claude%20Code-Plugin%20%26%20Mod-orange.svg)](https://code.claude.com)
[![Specification](https://img.shields.io/badge/Standard-ASD--STE100%20Issue%209-green.svg)](https://www.asd-ste100.org/)

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## 📌 Background & Motivation

As AI coding and autonomous agents perform more legwork, human engineers spend significantly more time **reviewing, understanding, and validating LLM outputs**.

Former OpenAI Chief Scientist and Tesla AI Director **Andrej Karpathy** highlighted this paradigm shift:

> *"Writing. Something I've had success with: **Ask your LLM to explain something in ASD-STE100**, it's a controlled language specification originally developed for aerospace maintenance documentation. LLMs well-versed in this language and it comes with heavy constraints on clean writing style that I often find a lot more readable. Sometimes I've tried to soften it a bit e.g. ask for **'80% of the way to ASD-STE100'** because the spec is quite stringent...*
>
> *In summary:*

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