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text-humanizer-instruction-based

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Detect and rewrite AI-generated writing patterns, em dashes, rule-of-three lists, sycophantic openers, hollow buzzwords like "delve" and "landscape", and replace them with direct, human-sounding prose.

When to use

• Says "humanize this," "make this sound human," "de-AI this," or "this sounds like ChatGPT"
• Pastes text and asks to "rewrite," "clean up," or "edit" it and the text shows two or more patterns from the master list below
• Asks to "remove AI words," "fix the robot-speak," or "make this sound like I wrote it"
• Mentions specific tells: "too many em dashes," "sounds too formal," "why does it say 'delve,'" "every list has three things," "it keeps saying 'certainly'"
• Submits content for a job application, article, academic work, or social post and wants it to sound authentic
• Code or technical documentation, different register, different rules
• Text the user confirms they wrote themselves and only want grammar fixes
• Translation tasks

When not to use

• code or technical documentation
• grammar fixes for user-written text
• translation tasks
• requests for formal or structured output

Skill page

Source