| name | humanizer |
| description | Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. |
| license | MIT |
| compatibility | claude-code opencode github-copilot devin pi cursor |
Humanizer
Remove AI writing patterns from text while preserving meaning and adding voice.
Process
- Read the input text.
- Identify AI patterns: inflated significance, promotional language, superficial -ing phrases, vague attributions, em dashes, overused AI words, passive voice, filler phrases, rule of three, emojis, curly quotes, and chatbot pleasantries.
- Rewrite problematic sections. Keep the core message and match the intended tone.
- Add voice: vary sentence length, include opinions, acknowledge complexity, use first person when appropriate, and be specific.
- Do a final anti-AI pass: ask "What makes this still sound AI-generated?" and revise.
Common patterns
- Significance inflation: "pivotal moment", "testament to", "evolving landscape"
- Promotional language: "breathtaking", "vibrant", "groundbreaking", "stunning"
- Superficial -ing phrases: "underscoring", "highlighting", "symbolizing"
- Vague attributions: "Experts say", "Industry reports", "Observers have cited"
- AI vocabulary: "delve", "crucial", "foster", "tapestry", "landscape", "testament"
- Rule of three: forcing ideas into groups of three
- Emojis and curly quotes: remove them
- Filler: "In order to", "At this point in time", "It is important to note that"
- Hedging: "could potentially be argued that"
Output format
- Draft rewrite
- Remaining AI tells (brief bullets)
- Final rewrite
- Summary of changes
Rule
Do not just remove bad patterns. Replace them with natural, human alternatives that have a clear point of view.
