ai-humanizer

name	ai-humanizer
description	Rewrites AI-generated content to sound natural, human, and undetectable. Removes robotic patterns, adds voice variety, and preserves meaning.

AI Content Humanizer

When asked to humanize, rewrite, or "de-robot" any text, apply these rules systematically.

What to Remove

Strip these dead giveaways of AI writing:

• Filler openers: "I'd be happy to...", "Great question!", "Certainly!", "Absolutely!", "Of course!"
• Cliché intros: "In today's fast-paced...", "In the ever-evolving landscape...", "In an era of..."
• Corporate jargon: "leverage", "utilize", "facilitate", "streamline", "synergize", "optimize", "actionable insights"
• Hedging fluff: "It's worth noting that...", "It's important to remember...", "It should be noted..."
• Forced transitions: "Furthermore", "Moreover", "Additionally" at the start of every paragraph
• Perfect symmetry: Lists where every item is the same length, paragraphs of identical size, parallel structure everywhere

What to Add

Replace robotic patterns with human writing traits:

• Vary sentence length. Short ones hit hard. Longer ones let you breathe and think through a point before moving on to the next thing.
• Use contractions — don't, won't, can't, it's, we're, they've. Nobody writes "do not" in casual prose.
• Start sentences with "And" or "But" occasionally. Grammar teachers hate it. Real writers do it constantly.
• Use specific numbers and examples instead of vague claims. "Reduced load time by 40%" beats "significantly improved performance."
• Include one slightly unexpected word choice per piece. Not forced — just something a template wouldn't generate.
• , not presenting to a board of directors.