What common AI writing signs does this skill detect?

It identifies overused buzzwords, 'rule of three' groupings, excessive em dashes, vague attributions like 'experts argue', and inflated significance phrases such as 'is a testament to'.

Is this skill suitable for professional and technical documents?

Absolutely. It is designed to remove the 'sterile' feel of AI while maintaining clarity, making it ideal for technical docs, PRDs, and professional correspondence.

How does this skill make text sound more human?

It encourages varying sentence length, using first-person perspectives where appropriate, acknowledging uncertainty, and avoiding mechanical list formats and curly quotes.

What is the source of the humanizing guidelines?

The skill is based on Wikipedia's 'Signs of AI writing' guide, a comprehensive resource maintained by the WikiProject AI Cleanup community to improve content quality.

Human Writing Refiner

Name: Human Writing Refiner
Author: plurigrid

byplurigrid

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Content Management

Refines AI-generated text by removing algorithmic patterns and injecting natural human voice, rhythm, and personality.

The Human Writing skill transforms sterile, AI-generated content into natural, engaging text by identifying and correcting common linguistic 'slop' patterns. Based on Wikipedia's comprehensive AI cleanup guidelines, it systematically targets issues like overused vocabulary, repetitive structures, and inflated significance. Beyond just fixing mechanical errors, this skill helps users inject personality, vary sentence rhythm, and acknowledge complexity, making it an essential tool for creating authentic-sounding technical documentation, blog posts, emails, and project requirements.

Key Features

018 GitHub stars

02Optimizes sentence rhythm and structure to eliminate repetitive algorithmic 'flow'.

03Provides guidance on adding human voice, opinions, and personal perspective to text.

04Corrects mechanical patterns such as the 'rule of three' and excessive em dash usage.

05Replaces vague attributions and 'superficial -ing' phrases with specific, direct language.

06Detects and removes overused AI vocabulary like 'delve', 'tapestry', and 'pivotal'.

Use Cases

01Polishing technical documentation and PRDs to ensure they sound professional and authentic.

02Humanizing AI-drafted emails and blog posts to build better rapport with readers.

03Reviewing marketing copy to remove promotional 'slop' and inflated claims of significance.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi human-writing

For use in Claude.ai and ChatGPT

Download Skill