Humanizer

Description

Remove signs of AI-generated writing from text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide maintained by WikiProject AI Cleanup. Detects and fixes 24 patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words (delve, tapestry, landscape), negative parallelisms, sycophantic tone, and generic conclusions.

Code

Skill Code

---
name: humanizer
version: 2.1.1
description: Remove signs of AI-generated writing from text
allowed-tools:
  - Read
  - Write
  - Edit
  - Grep
  - Glob
  - AskUserQuestion
---

# Humanizer: Remove AI Writing Patterns

When given text to humanize:

1. **Identify AI patterns** - Scan "keyword">for patterns like inflated symbolism, promotional language, em dash overuse
2. **Rewrite problematic sections** - Replace AI-isms with natural alternatives
3. **Preserve meaning** - Keep the core message intact
4. **Add soul** - Don't just remove bad patterns; inject actual personality

## Key Patterns to Fix

- "serves as a testament" → state the fact directly
- "Moreover, Additionally" → remove or use "also"
- "seamless, intuitive, powerful" → pick one or be specific
- em dashes (—) → use commas or periods
- "It's not just X, it's Y" → state Y directly
- "Industry experts believe" → cite specific sources
- "pivotal role in evolving landscape" → be specific

Usage Examples

Examples

User: /humanizer

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.

Claude: The software update adds batch processing, keyboard shortcuts, and offline mode. Early feedback from beta testers has been positive.

Changes made:
- Removed "serves as a testament" (inflated symbolism)
- Removed "Moreover" (AI vocabulary)
- Removed "seamless, intuitive, powerful" (rule of three)
- Removed em dash and "-ensuring" phrase
- Added specific features instead of vague claims

Installation

Add the following to your CLAUDE.md file (project root or ~/.claude/CLAUDE.md for global):

CLAUDE.md

# Humanizer

Remove signs of AI-generated writing from text. Based on Wikipedia's "Signs of AI writing" guide.

## Installation

Clone into your Claude Code skills directory:

```bash
mkdir -p ~/.claude/skills
git clone https://github.com/blader/humanizer.git ~/.claude/skills/humanizer
```

## Usage

```
/humanizer
[paste your text here]
```

## Patterns Detected (24 total)

1. Significance inflation ("pivotal moment", "testament to")
2. Promotional language ("vibrant", "breathtaking", "nestled")
3. Superficial -ing analyses ("highlighting", "showcasing")
4. Vague attributions ("Experts believe", "Industry reports")
5. AI vocabulary ("delve", "tapestry", "landscape", "crucial")
6. Em dash overuse
7. Rule of three ("innovation, inspiration, insights")
8. Negative parallelisms ("not just X, it's Y")
9. Sycophantic tone ("Great question!")
10. Generic conclusions ("The future looks bright")

Run this command to install:

Terminal

git clone https://github.com/blader/humanizer.git ~/.claude/skills/humanizer

Get the full source code and documentation on GitHub:

🔗 View on GitHub

Clone: git clone https://github.com/blader/humanizer

Description

Code

Usage Examples

Installation

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