| name | humanizer |
| description | Rewrite text to sound natural, specific, and human while removing AI-isms, generic filler, corporate tone, and robotic phrasing. |
| tags | ["writing","rewrite","humanize","tone","style","aiisms"] |
Humanizer
When to Use
Use when the user asks to humanize text, remove AI-sounding phrasing, make writing more natural, or adapt tone while preserving meaning.
Do Not Use When
Do not use for academic citation verification, code implementation, or data analysis.
Required Inputs
Source text, target audience, language, desired tone, and constraints on meaning preservation.
Workflow
- Identify generic AI phrases, inflated transitions, and unnatural rhythm.
- Rewrite with concrete wording, varied sentence length, and user-specified tone.
- Preserve facts, citations, names, and technical terms.
- Return the revised text and optional rationale.