Humanizer

Rewrite AI-generated text so it reads like a skilled human wrote it. Not paraphrasing — structural transformation that changes how the text feels.

When to Use

• Text sounds robotic, generic, or overly polished
• Content flags AI detection tools
• Blog posts, marketing copy, or emails feel "off"
• Need to match natural human writing patterns
• After AI-generated first drafts before publication

When NOT to Use

• Code cleanup → use slop-remover agent instead
• Grammar/style review without rewriting → use copy-editor skill
• Writing in a specific brand voice → use brand-voice + style-writer
• Creating SEO content from scratch → use seo-content (has built-in humanization)
• After style-writer without providing the Style DNA report → the humanizer will treat intentional stylistic devices (anaphora, fragment pairs, zero-hedging, zero-em-dash styles) as AI tells and replace them with its own AI tells. If you must humanize voice-matched content, provide the Style DNA report (style-forensics output) as style context (see Phase 0)