Dodaios/ste80-humanizer

STE80 Humanizer: agent skill that removes AI tells and rewrites text 80% of the way to ASD-STE100 (Simplified Technical English), the method Andrej Karpathy shared.

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[](https://skills.sh/Dodaios/ste80-humanizer) [](https://github.com/Dodaios/ste80-humanizer/actions/workflows/validate.yml) [](LICENSE) STE80 Humanizer makes AI-written text read like a careful person wrote it, without changing what it says. It combines two methods: Before: After: The goal is text that people read easily. Getting past AI detectors is not a goal. Most humanizers only remove phrases. The text loses "Great question!" and "seamless", but it keeps long sentences that carry three ideas, hide the actor and stack hedges. It still reads like AI. You can see it in the worked example in SKILL.md: On 2 October 2026, Andrej Karpathy posted tips for one problem: as LLMs do more of the work, people spend more time reading and understanding what the models produce. His first tip: The post then goes up a ladder: diagrams, then HTML pages, then explainer videos. His conclusion is that our work moves "up the abstractions into oversight and understanding". Clear output is the bottleneck, and…

Dodaios/ste80-humanizer on GitHub A short preview, not the full document.

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Inside the original README — Document outline
  1. STE80 Humanizer
  2. Why two passes
  3. The method: what Karpathy said
  4. How to read the skill
  5. Installation
  6. Any agent (skills.sh)
  7. Claude Code plugin
  8. Claude.ai and Claude Desktop
  9. Usage
  10. Pass 1: the 26 AI tells
  11. Pass 2: the 15 STE80 rules
  12. Checker

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What this repository does

STE80 Humanizer: agent skill that removes AI tells and rewrites text 80% of the way to ASD-STE100 (Simplified Technical English), the method Andrej Karpathy shared.

Repository facts

Owner
Dodaios
Primary language
Python
Stars
499
Forks
29
Open issues + pull requests
0
License
MIT
Archived
No
Default branch
main
Created
2026-11-09T17:18:59.000Z
Last push
2026-11-10T08:52:47.000Z

Topics and intended use

Owner-supplied topics: agent-skills, ai-writing, asd-ste100, claude-code, claude-skills, codex, cursor, humanize-ai-text, humanizer, karpathy, llm, plain-language, simplified-technical-english, writing

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