Humanizer：移除AI生成寫作痕跡的Claude Code技能

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Claude Code skill that removes signs of AI-generated writing from text

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blader/humanizer

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Humanizer

A Claude Code skill that removes signs of AI-generated writing from text, making it sound more natural and human.

Installation

Recommended (clone directly into Claude Code skills directory)

Manual install/update (only the skill file)

If you already have this repo cloned (or you downloaded SKILL.md), copy the skill file into Claude Code’s skills directory:

Usage

In Claude Code, invoke the skill:

Or ask Claude to humanize text directly:

Overview

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.

Key Insight from Wikipedia

"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."

24 Patterns Detected (with Before/After Examples)

Content Patterns

Language Patterns

Style Patterns

Communication Patterns

Filler and Hedging

Full Example

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. It's not just an update, it's a revolution in how we think about productivity. Industry experts believe this will have a lasting impact on the entire sector, highlighting the company's pivotal role in the evolving technological landscape.

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.

References

Version History

License

MIT

About

Claude Code skill that removes signs of AI-generated writing from text

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