humanizer-karu-custom

Remove signs of AI-generated writing from text and continuously improve through self-correction. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases. This skill implements a self-improvement protocol: it logs corrections, tracks emerging patterns, and promotes validated learnings into persistent pattern knowledge. The skill improves with each use. Credits: Original skill by @blader - https://github.com/blader/humanizer

By calvyntwh schedule Updated 3/31/2026