writing-anti-ai

Detect and rewrite AI-generated writing patterns in English and Chinese prose.

425|37|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/cnfjlhj/ai-collab-playbook --skill writing-anti-ai-cnfjlhj
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: writing-anti-ai
Source: https://github.com/cnfjlhj/ai-collab-playbook/tree/main/skills/full/writing-anti-ai
Command: npx skills add https://github.com/cnfjlhj/ai-collab-playbook --skill writing-anti-ai-cnfjlhj

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Remove detectable AI-generated writing patterns and make prose sound natural, specific, and human-written in both English and Chinese. The skill helps authors, editors, and publishers eliminate promotional language, vague attributions, formulaic structures, filler phrases, and other stylistic markers that reveal AI generation while preserving the original meaning and intent.

Core Features & Use Cases

  • Pattern detection: Identifies filler phrases, promotional vocabulary, -ing surface analyses, negative parallelisms, overused em dashes, rule-of-three structures, and vague attributions.
  • Localized rewriting: Produces humanized rewrites in English or Chinese that maintain meaning, appropriate tone, and voice while varying rhythm and sentence structure.
  • Quality scoring & examples: Provides a quick 1–10 scoring across directness, rhythm, trust, authenticity, and density, and offers before/after examples for reference.
  • Use cases: Cleaning up AI drafts before publication, polishing academic abstracts, preparing marketing copy to remove robotic tones, and reviewing content for submissions or social posts.

Quick Start

Humanize the following text by removing AI writing patterns and preserving its meaning and tone.

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 text before publication?

Remove AI writing patterns by detecting filler phrases, promotional language, vague attributions, and formulaic structures, then rewriting them to preserve meaning and tone while varying rhythm and sentence structure.

What are the common signs of AI-generated prose in English and Chinese drafts?

Common signs of AI-generated prose include repetitive rhythm, overused em dashes, rule-of-three structures, negative parallelisms, and vague attributions. Detecting these markers helps identify robotic tones in English and Chinese drafts.

Can I humanize marketing copy and academic abstracts without changing the intended tone?

Humanize marketing copy and academic abstracts through localized rewriting that maintains the original meaning, appropriate voice, and intended tone while eliminating robotic sentence structures and promotional vocabulary.

Does this text humanization approach provide quality scoring for edited drafts?

Text humanization provides quality scoring across directness, rhythm, trust, authenticity, and density on a 1–10 scale, alongside before and after examples to reference the improvements in your drafts.

What is the best way to polish social posts and eliminate robotic tones from AI drafts?

Polish social posts and eliminate robotic tones by applying pre-release quality checks that rewrite formulaic structures and surface analyses, ensuring the text sounds natural and human-written.