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

Name Type Required Description

text string No The text to humanize (or paste it directly in your message)

tone select No Target tone for the rewrite

Runtime Prompt

• Current runtime prompt length: 818 characters.

• Runtime prompt is defined directly in ../humanizer.json .