Humaniser

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Transforms AI-generated text into natural, human-sounding prose by identifying and removing common linguistic patterns.

Humaniser is an opinionated writing editor for Claude Code designed to strip away the telltale signs of machine-generated content. Based on Wikipedia's comprehensive 'Signs of AI writing' guide, it systematically detects and fixes 28 distinct patterns—ranging from inflated language and overused em dashes to formulaic structures and sycophantic tones. Unlike standard proofreading tools, Humaniser focuses on injecting 'soul' into text by varying sentence rhythm, acknowledging complexity, and adding subjective personality, ensuring your output reads like it was written by a person with a distinct voice rather than a sterile algorithm.

主要功能

01Structural rewriting to vary sentence length and rhythm for a natural, conversational flow
02Injection of 'personality and soul' to provide a genuine human voice and perspective
03Automatic cleanup of chat artifacts, knowledge-cutoff disclaimers, and placeholder text
04Detection of 28 specific AI writing patterns based on Wikipedia's AI Cleanup guidelines
0548 GitHub stars
06Removal of 'AI-isms' like inflated significance, superficial -ing analyses, and era-specific buzzwords

使用场景

01Cleaning up professional communications to remove sycophantic tones and formulaic structures
02Refining AI-generated blog posts or articles to pass manual and automated 'human' checks
03Polishing technical summaries to sound more authoritative and less like a generic LLM output