Humanizer
Refines AI-generated text to remove robotic patterns and inject natural, human-like personality and voice.
The Humanizer skill transforms sterile AI-generated content into natural-sounding prose by identifying and eliminating common 'AI tells' such as overused vocabulary, repetitive sentence structures, and inflated symbolism. Based on Wikipedia’s comprehensive 'Signs of AI writing' guide, it goes beyond simple editing to vary sentence rhythm, introduce authentic viewpoints, and add the 'soul' often missing from algorithmic text. This skill is essential for creators who want to leverage AI for drafting while ensuring the final output resonates with human readers and avoids the hallmarks of 'AI slop.'
主な機能
01Injects authentic personality, opinions, and varied sentence rhythms into sterile drafts
02Eliminates mechanical sentence structures such as the 'rule of three' and excessive em dashes
0325 GitHub stars
04Includes a final multi-pass check to ensure text no longer reads as obviously AI-generated
05Identifies and corrects 'ing' phrase tack-ons and vague 'weasel word' attributions
06Detects and replaces high-frequency AI vocabulary like 'delve', 'tapestry', and 'pivotal'
ユースケース
01Refining social media content to ensure it sounds like a real person rather than a bot
02Polishing AI-generated blog posts and articles for a more authentic reader experience
03Improving technical documentation by removing repetitive patterns and promotional puffery