STE80 Humanizer
Makes AI-generated text clearer and easier to read
Developer ToolsOpen sourceOpen source (repo not verified)#ai-writing#simplification#agent-skills
Listed by the ProductPerch team from Hacker News · not launched here yet
What is STE80 Humanizer?
STE80 Humanizer is an agent skill that rewrites AI-generated text to improve readability. It combines two approaches: removing common AI writing patterns and applying a simplified technical English style.
The first step filters out twenty-six known AI tells, such as conversational openers and hedging phrases. The second step restructures sentences to follow rules inspired by ASD-STE100, the controlled language used in aerospace manuals. Sentences are kept short, use active voice, and focus on one idea per line.
The tool is designed for developers and writers who need clear documentation or explanations. It works as a plugin for coding agents like Claude Code and Cursor. The project explicitly states that bypassing AI detection systems is not a goal.
STE80 Humanizer features
- Removes twenty-six common AI writing patterns
- Rewrites text using simplified technical English rules
- Shortens sentences to one idea per line
- Uses active voice and clear instruction structure
- Integrates as a plugin for Claude Code and Cursor
- Focuses on readability rather than detector evasion
Who uses STE80 Humanizer and for what
- Improving readability of AI-generated Kubernetes documentation
- Cleaning up chatbot responses before publishing them
- Simplifying technical explanations for non-expert readers
- Preparing maintenance-style guides for software teams
- Refining AI output for internal developer wikis
STE80 Humanizer FAQ
Is STE80 Humanizer free?
Yes, the repository is hosted on GitHub under an open source license. The website does not mention paid tiers or subscriptions.
Does STE80 Humanizer work on Mac?
The tool runs as an agent skill compatible with Claude Code and Cursor. These applications support macOS, so the skill can be used on Mac. The website does not specify native desktop installation.
What is STE80 Humanizer used for?
It rewrites AI-generated text to make it clearer and easier to read. It removes common AI writing patterns and applies simplified technical English rules. The website does not say it is designed to bypass AI detectors.
Is STE80 Humanizer open source?
Yes, the code is publicly available on GitHub under a standard open source license. Contributors can view, fork, and modify the repository. The website does not provide additional licensing details beyond the standard file.
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