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humanizer

Rewrites AI-generated text to sound natural and human by detecting and removing patterns typical of LLM output.

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v2.1.0
brandonwisebrandonwiseDevelopmentai-generated-text, humanization, natural language processing, writing assistant3/2/2026

Overview

Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human.

Key Features

  • Detects 24 patterns typical of AI-generated text
  • Uses 500+ AI vocabulary terms across 3 tiers
  • Statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection

How It Works

  1. Scan for the 24 patterns below
  2. Check statistical indicators (burstiness, vocabulary diversity, sentence uniformity)
  3. Rewrite problematic sections with natural alternatives
  4. Preserve the core meaning
  5. Match the intended tone (formal, casual, technical)
  6. Add actual personality — sterile text is just as obvious as slop

Use Cases

  • Humanize text
  • De-AI writing
  • Make content sound more natural/human
  • Review writing for AI patterns
  • Score text for AI detection
  • Improve AI-generated drafts

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humanizer — Rewrites AI-generated text to sound natural and human by detecting and removing patterns typical of LLM output. | Cmdop Skills | CMDOP