Humaniser: Natural Writing Editor

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Refines AI-generated text by identifying and removing robotic writing patterns to create a natural, human-sounding voice.

The Humaniser skill transforms sterile, formulaic AI writing into engaging, personality-driven content. Based on Wikipedia’s 'Signs of AI writing' research, it detects and fixes 28 common algorithmic patterns—such as inflated significance, repetitive structures, and specific 'AI vocabulary'—while injecting rhythm, opinion, and varied sentence structure. It is an essential tool for developers and content creators who need to ensure their documentation, blogs, or emails maintain an authentic human pulse without the tell-tale markers of a large language model.

主要功能

0146 GitHub stars
02Removes common 'AIisms' like inflated language, sycophancy, and formulaic conclusions.
03Detects 28 distinct AI writing patterns based on Wikipedia's AI cleanup standards.
04Preserves core meaning while shifting tone from robotic to expert human.
05Injects personality and opinion to give content an authentic human voice.
06Varies sentence rhythm and structure to eliminate algorithmic monotony.

使用场景

01Refining AI-assisted emails and communications to ensure a more personal and authentic touch.
02Cleaning up technical documentation that sounds overly formal, repetitive, or sterile.
03Humanising AI-generated blog posts or marketing copy for better audience engagement.