# blader/humanizer

Humanizer: AI\-Generated Text to Human\-Like Prose

- HackerByte page: <https://hackerbyte.net/en/projects/humanizer-ai-generated-text-to-human-like-prose-1136666433>
- GitHub: <https://github.com/blader/humanizer>
- Programming language: Python

Agent skill that removes signs of AI\-generated writing from text

## AI-generated summary

Humanizer is an agent skill designed to make AI\-generated text sound as if a human wrote it. It achieves this by identifying and rewriting common patterns found in AI writing, based on Wikipedia's 'Signs of AI writing' guide. The tool focuses on improving naturalness rather than evading AI detectors.

## Key points

- Rewrites AI text to sound more human, without altering factual content.
- Identifies and modifies 26 distinct patterns commonly found in AI\-generated writing, including 'Not X but Y' and 'one\-line closers'.
- Supports integration with AI agents like Claude Code, Codex, Gemini CLI, and GitHub Copilot via a Skills CLI.
- Offers voice matching by allowing users to provide a sample of their own writing.
- In blind tests, judges preferred Humanizer's rewrites over original AI text 16 out of 16 times.