A Clawdbot skill that removes signs of AI-generated writing from text, making it sound more natural and human.
Install via ClawdHub:
clawdhub install humanizerAsk your agent to humanize text:
Please humanize this text: [your text]
Or invoke directly when editing documents.
Based on Wikipedia's "Signs of AI writing" guide, maintained by WikiProject AI Cleanup. This comprehensive guide comes from observations of thousands of instances of AI-generated text.
"LLMs use statistical algorithms to guess what should come next. The result tends toward the most statistically likely result that applies to the widest variety of cases."
- Significance inflation - "marking a pivotal moment..." → specific facts
- Notability name-dropping - listing sources without context
- Superficial -ing analyses - "symbolizing... reflecting..."
- Promotional language - "nestled within the breathtaking..."
- Vague attributions - "Experts believe..."
- Formulaic challenges - "Despite challenges... continues to thrive"
- AI vocabulary - "Additionally... testament... landscape..."
- Copula avoidance - "serves as" instead of "is"
- Negative parallelisms - "It's not just X, it's Y"
- Rule of three - forcing ideas into groups of three
- Synonym cycling - excessive synonym substitution
- False ranges - "from X to Y" on non-meaningful scales
- Em dash overuse
- Boldface overuse
- Inline-header lists
- Title Case Headings
- Emoji decoration
- Curly quotation marks
- Chatbot artifacts - "I hope this helps!"
- Cutoff disclaimers - "While details are limited..."
- Sycophantic tone - "Great question!"
- Filler phrases - "In order to", "Due to the fact that"
- Excessive hedging - "could potentially possibly"
- Generic conclusions - "The future looks bright"
Before (AI-sounding):
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 (Humanized):
The software update adds batch processing, keyboard shortcuts, and offline mode. Early feedback from beta testers has been positive, with most reporting faster task completion.
MIT