AI Writing Humanizer

A skill for identifying and removing characteristic patterns of AI-generated text to produce natural, authentic academic writing. Designed for researchers who use AI tools for drafting and want to ensure the final output reads as genuine scholarly prose.

Common AI Writing Patterns

Lexical Patterns to Identify and Replace

AI-generated text frequently overuses certain words and phrases:

def identify_ai_patterns(text: str) -> dict:
    """
    Scan text for common AI-generated writing patterns.

    Returns a report of detected patterns with suggested replacements.
    """
    overused_phrases = {
        # Hedging/filler phrases AI overuses