Detect and rewrite AI writing patterns to produce natural text.
npx skills add https://github.com/zhouxiumin/zxm-skills --skill write-skill-zhouxiumin
Please help me install this Agent Skill. Skill: write-skill Source: https://github.com/zhouxiumin/zxm-skills/tree/main/skills/write-skill Command: npx skills add https://github.com/zhouxiumin/zxm-skills --skill write-skill-zhouxiumin
Editors and reviewers often encounter AI-generated text that sounds mechanical or impersonal. This Skill helps identify and remove AI writing traces, making prose sound more natural and human-like, while preserving core meaning.
Provide the text you want to humanize, and I will edit it to remove AI traces and make it sound more natural.
High-intent search queries and answers about installing and using this skill.
To remove AI writing traces, provide your draft text to the Skill. It detects mechanical patterns like overly promotional language and vague attributions, paraphrasing the content to read more naturally while preserving your core meaning and tone.
The best way to humanize AI-generated marketing copy is to apply targeted edits that identify excessive -ing endings and impersonal phrasing. This Skill rewords drafts to produce authentic, human-like text suitable for polished marketing materials and blog posts.
Yes, you can use this Skill to revise emails and academic abstracts without losing meaning. It rewords drafts by detecting listed AI heuristics and rewriting content to improve readability and tone while strictly preserving the original message.
Editors detect and rewrite common AI writing patterns by checking text against a defined list of heuristics, such as vague attributions and overly promotional language. This process refines articles to ensure an authentic voice and natural flow.
Yes, this approach works for refining long documents and reports. It supports editing and review workflows by rewording drafts to eliminate mechanical, impersonal language, ensuring your documents sound natural and human-like throughout.
CyapstayeIdentifies and removes AI-generated writing patterns from drafts, emails, and documentation using 29 linguistic markers.
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