writing-anti-ai

Detect and remove AI writing patterns from English and Chinese prose.

5.1k|414|Updated Jan 27, 2026
One-click install
npx skills add https://github.com/Galaxy-Dawn/claude-scholar --skill writing-anti-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: writing-anti-ai
Source: https://github.com/Galaxy-Dawn/claude-scholar/tree/main/skills/writing-anti-ai
Command: npx skills add https://github.com/Galaxy-Dawn/claude-scholar --skill writing-anti-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps writers and editors remove AI writing patterns from text and humanize prose. It supports both English and Chinese, enabling clean, natural language across bilingual content. It targets common AI-signaling issues such as filler phrases, inflated symbolism, vague attributions, and repetitive -ing constructions.

Core Features & Use Cases

  • Bilingual humanization: Rewrites English or Chinese text to sound natural, reducing AI-like cadence.
  • Pattern cleanup rules: Removes filler phrases, promotional language, and vague attributions while preserving meaning.
  • Editorial use-cases: Ideal for polishing blog posts, academic abstracts, and professional memos where a human voice is preferred.
  • Use Case: Paste AI-generated content and get a humanized version suitable for publication.

Quick Start

Use the writing-anti-ai skill to rewrite the following sample paragraph for a more natural voice: "This is an AI-generated text that needs humanization."

Frequently Asked Questions about writing-anti-ai

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove AI writing patterns from generated text?

To remove AI writing patterns, you paste AI-generated content into the skill to rewrite filler phrases, vague attributions, and repetitive -ing constructions, producing a natural human voice. It targets English and Chinese text across editorial, academic, and professional contexts.

What is humanizing prose and how does it work?

Humanizing prose involves detecting and removing AI-signaling issues like inflated symbolism, promotional language, and AI vocabulary from text. The skill rewrites these unnatural cadences to deliver clean, natural language suitable for bilingual publication.

Can I humanize Chinese text or does it only work for English?

Yes, you can humanize Chinese text. The skill supports bilingual humanization, detecting and rewriting AI-like cadence in both English and Chinese content to ensure natural language across bilingual publications.

What is the best way to polish AI-generated academic abstracts?

The best way to polish AI-generated academic abstracts is applying pattern cleanup rules to remove vague attributions and filler phrases. This humanization process preserves the original meaning while ensuring a natural, professional human voice.

Why does my AI writing sound unnatural and what should I fix?

AI writing sounds unnatural due to filler phrases, inflated symbolism, vague attributions, and repetitive -ing constructions. You should fix these specific AI vocabulary patterns and promotional language to restore a human voice.