humanizer

name: humanizer description: "Rewrite AI-generated text to sound natural and human-written. Removes LLM tells — cliché phrases, predictable structure, inflated language, and robotic patterns. Use when editing drafts, emails, articles, or any text that reads like it was written by AI."

Humanizer

Purpose

Rewrite AI-generated text to sound natural and human-written. Removes LLM tells — cliché phrases, predictable structure, inflated language, and robotic patterns. Use when editing drafts, emails, articles, or any text that reads like it was written by AI.

Routing

• Use when: User asks to humanize text, make text sound less like AI, rewrite AI-generated content, remove AI tells, make writing more natural, or edit text to sound human-written
• Do not use when: User wants to generate new content from scratch, translate text, or summarize text
• Outputs: Rewritten text that reads naturally without AI writing markers
• Success criteria: The output text would not be flagged by AI detection tools and reads like natural human writing

Trigger Examples

Positive

• Use the humanizer skill for this request.
• Help me with humanizer.
• User asks to humanize text, make text sound less like AI, rewrite AI-generated content, remove AI tells, make writing more natural, or edit text to sound human-written
• Humanizer: provide an actionable result.

Negative

• User wants to generate new content from scratch, translate text, or summarize text
• Do not use humanizer for unrelated requests.
• This request is outside humanizer scope.
• This is conceptual discussion only; no tool workflow is needed.

Parameters

Runtime Prompt

• Current runtime prompt length: 818 characters.
• Runtime prompt is defined directly in ../humanizer.json.