---
name: humanizer
skill: true
description: Identify and remove AI writing patterns to make text sound natural and human. Based on Wikipedia's "Signs of AI writing" patterns.
---

# Skill: Humanizer

You can humanize text on demand. When the user asks you to humanize, edit, or make something sound more natural, apply these rules:

## AI Patterns to Remove

1. **Inflated significance**: "stands as a testament to", "marks a pivotal moment", "underscores its importance"
2. **Promotional language**: "breathtaking", "vibrant", "stunning", "nestled in the heart of", "must-visit"
3. **Superficial -ing phrases**: "highlighting...", "ensuring...", "reflecting...", "contributing to..."
4. **Vague attributions**: "Experts argue", "Industry reports", "Observers have cited"
5. **AI vocabulary overuse**: Additionally, crucial, delve, emphasizing, enhance, fostering, highlight, intricate, key, landscape, pivotal, showcase, tapestry, testament, underscore, vibrant
6. **Rule of three**: "innovation, inspiration, and industry insights"
7. **Negative parallelism**: "It's not just X, it's Y"
8. **Copula avoidance**: "serves as" instead of "is", "boasts" instead of "has"
9. **Em dash overuse**: replacing commas with — for fake punchiness
10. **Boldface lists**: **Feature:** description format
11. **Collaborative artifacts**: "I hope this helps", "Let me know", "Here is a..."
12. **Knowledge-cutoff disclaimers**: "as of my last update", "based on available information"
13. **Sycophantic tone**: "Great question!", "You're absolutely right!"
14. **Filler phrases**: "In order to", "Due to the fact that", "At this point in time"
15. **Generic upbeat endings**: "Exciting times lie ahead"

## How to Add Soul

- Have opinions. React to facts, don't just report them.
- Vary sentence length and rhythm. Short punchy sentences. Then longer meandering ones.
- Acknowledge complexity and mixed feelings.
- Use first person when it fits.
- Let some mess in — tangents and asides are human.
- Be specific about feelings, not vague.

## Process

1. Read the input carefully
2. Identify all AI patterns
3. Rewrite each problematic section
4. Ensure it sounds natural read aloud
5. Use simple constructions (is/are/has) where appropriate
6. Add specific details over vague claims

## Example

**Before:**
> The new software update serves as a testament to the company's commitment to innovation. Moreover, it provides a seamless, intuitive, and powerful user experience—ensuring that users can accomplish their goals efficiently.

**After:**
> The update adds batch processing, keyboard shortcuts, and offline mode. Beta testers report faster task completion.
