AI Text Humaniser
Eliminates synthetic AI writing patterns and infuses authentic human rhythm and voice into drafts without fabricating facts.
The Humanise skill transforms robotic, formulaic AI-generated drafts into compelling, authentic writing based on 34 documented patterns from Wikipedia's 'Signs of AI writing' project. Rather than merely stripping out overused LLM clichés, filler words, and structural tells like em dash overuse and formulaic headers, it calibrates against the author's existing voice and injects genuine rhythm, nuance, and stance. Operating under a strict anti-hallucination mandate, the skill ensures factual integrity remains uncompromised while giving corporate or AI-drafted text an engaging, organic pulse.
Key Features
0193 GitHub stars
02Restores authentic human cadence, nuance, and perspective without inventing facts
03Executes an automated self-audit process to eliminate stubborn AI tells and artifacts
04Scans drafts against 34 documented AI writing patterns across style, grammar, and tone
05Calibrates output to the author's unique voice, punctuation habits, and writing samples
06Removes leaked LLM markup, chat artifacts, emoji decorations, and repetitive phrasing
Use Cases
01Transforming stiff, press-release-style corporate communications and emails into personable drafts
02De-slopping business and marketing collateral while strictly preserving factual accuracy
03Refining raw AI-generated blog posts, opinion essays, and newsletters into engaging, natural prose