Detect and rewrite AI writing patterns to produce natural human prose.
npx skills add https://github.com/bengous/agents-skills --skill humanizer-bengous
Please help me install this Agent Skill. Skill: humanizer Source: https://github.com/bengous/agents-skills/tree/main/humanizer Command: npx skills add https://github.com/bengous/agents-skills --skill humanizer-bengous
Remove detectable signs of AI-generated writing and transform sterile or formulaic text into natural, human-sounding prose while preserving meaning and intended tone. This addresses editing bottlenecks where content reads as generic, promotional, or mechanically generated and needs voice, specificity, and readability restored.
Humanize the following text to remove AI writing patterns, keep the original meaning, and match a casual, opinionated author voice.
High-intent search queries and answers about installing and using this skill.
To make AI-generated writing sound natural, you need to detect formulaic patterns like promotional phrasing, em dash overuse, and vague attributions, then rewrite those passages to inject specificity and a coherent human voice while preserving the original meaning.
Common signs of AI writing include rule-of-three lists, excessive -ing constructions, superficial analyses, elegant variation, negative parallelisms, filler phrases, and AI-specific vocabulary that reads as generic or mechanically generated rather than authentically authored.
Humanize marketing copy by identifying promotional language and AI-isms, then applying targeted rewrites that preserve the core message while matching your requested voice—whether casual, formal, or opinionated—to restore readability and personality.
Yes, you can rewrite AI-drafted articles to match a specific author voice by flagging sterile or formulaic text and transforming it into natural prose that reflects the intended tone, injecting personality and nuance where appropriate without altering the fundamental meaning.
The best way to remove AI detection patterns from documentation is to scan for vague attributions and mechanical phrasing, then rewrite the flagged passages to ensure the content appears authored by a real person with coherent voice and technical specificity.
When humanizing already edited text, the main limitation is preserving the existing voice and meaning while correcting remaining AI patterns; over-editing can strip away intended nuances or alter the original message if rewrites are not carefully targeted.
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