ai-writing-humanizerlisted

# 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: ```python 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 'it is important to note that': 'Note that', 'it is worth mentioning that': '[delete or rephrase]', 'it should be noted that': '[delete or rephrase]', 'in the realm of': 'in', 'in the context of': 'in / for / regarding', 'a testament to': '[rephrase with specific evidence]', 'the landscape of': '[delete -- be specific]', 'a nuanced understanding': '[delete or specify what nuance]', 'shed light on': 'clarified / revealed / explained', 'delve into': 'examined / analyzed / investigated', 'furthermore': '[vary: also, additionally, moreover, or restructure]', 'moreover': '[vary: in addition, also, or restructure]', 'utilizing': 'using', 'leverage': 'use / apply / employ', 'facilitate'