Can it remove chatbot artifacts like 'I hope this helps'?

Yes, it specifically identifies and strips out communication artifacts, sycophantic tones, and AI disclaimers that shouldn't be in final professional content.

Does it improve the actual writing style or just remove words?

It does both. It removes robotic patterns while actively suggesting improvements to rhythm, variety, and 'voice' to make the text read more like it was written by a human expert.

How does the human-writing skill detect AI patterns?

It utilizes a comprehensive framework based on the 'Signs of AI writing' guide, targeting specific linguistic markers like 'superficial -ing analyses', 'synonym cycling', and high-frequency AI vocabulary.

Does this skill change the meaning of my technical documents?

No, the skill is designed to keep the original meaning and facts intact while removing the 'puffed up' language and vague attributions that AI often adds.

Human Writing & Content Refinement

Name: Human Writing & Content Refinement
Author: lucking7

bylucking7

0•

Gestión de Contenido

Refines and humanizes AI-generated text by identifying and removing robotic patterns, sterile phrasing, and common LLM linguistic markers.

The human-writing skill transforms dry, recognizable AI output into natural, engaging content by applying rigorous editing principles derived from community-driven AI cleanup standards. It detects and fixes 'AI slop' patterns such as inflated significance, repetitive 'rule of three' structures, and overused vocabulary like 'delve' or 'tapestry.' Beyond simple cleanup, it actively helps inject a human 'voice' into your work by varying sentence rhythm, acknowledging complexity, and removing chatbot-specific artifacts, making it an essential tool for technical documentation, blog posts, and professional communication that needs to resonate with real people.

Características Principales

01Fixes structural repetitions like the 'rule of three' and superficial present-participle phrases.

02Injects authentic human voice by varying sentence length and acknowledging uncertainty.

03Identifies and replaces overused AI vocabulary and 'inflated significance' buzzwords.

04Polishes technical style by correcting em dash overuse, boldface abuse, and title-case headers.

05Strips away chatbot artifacts such as sycophantic openings and knowledge-cutoff disclaimers.

060 GitHub stars

Casos de Uso

01Humanizing AI-drafted blog posts or newsletters to ensure they sound authentic and opinionated.

02Refining professional emails and internal communications to eliminate robotic or overly formal phrasing.

03Cleaning up technical documentation and PRDs to remove vague attributions and promotional filler.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lucking7/factory-plugins human-writing

For use in Claude.ai and ChatGPT

Download Skill