ai-proofreading

Rewrite Chinese social media articles to remove detectable AI patterns.

1|Updated Apr 13, 2026
One-click install
npx skills add https://github.com/AntSea/ai-proofreading --skill ai-proofreading-antsea
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-proofreading
Source: https://github.com/AntSea/ai-proofreading/tree/main
Command: npx skills add https://github.com/AntSea/ai-proofreading --skill ai-proofreading-antsea

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes AI-style phrasing and detectable AI patterns from articles so they read like human-written text, preserving meaning while increasing naturalness and voice.

Core Features & Use Cases

  • Systematic AI-flavor reduction: Identifies common AI traits (clichés, repetitive templates, formal diction, mechanical structure, neutral stance, missing details, repetition, vacuous statements, over-summarization, emoji/format abuse) and rewrites accordingly.
  • Two modes: Quick Mode for fast, focused fixes; Full Mode for three-pass deep editing and stylistic polishing.
  • Practical outputs: Returns the rewritten article, 3–5 major edit points, and optionally an estimated change in AI-detection score.
  • Typical scenarios: Optimizing AI-generated or draft content for WeChat public accounts, Xiaohongshu, Zhihu, Weibo, and other Chinese social platforms.

Quick Start

请把下面的文章按快速模式降重并输出修改后的完整文章和主要修改点。

Frequently Asked Questions about ai-proofreading

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

FAQPage Schema
How do I remove AI detection patterns from Chinese social media articles?

AI detection patterns are removed through multi-pass edits including template rewriting, long-sentence splitting, and concreteness injection. The Skill identifies clichés, formal diction, and mechanical structures, rewriting them to produce human-written text suitable for WeChat, Xiaohongshu, Zhihu, and Weibo.

What is the best way to make AI-generated content sound more natural on Xiaohongshu?

The best way to make AI-generated content natural on Xiaohongshu is through Full Mode's three-pass deep editing. It applies attitude clarification and concreteness injection to eliminate vacuous statements and over-summarization, producing rewritten articles with a natural human voice.

Can I get an estimated AI-detection score reduction after rewriting my draft?

Yes, you can get an estimated AI-detection score reduction. The Skill returns the rewritten article alongside 3 to 5 major edit points and an optional estimated change in the AI-detection score, helping you quantify the reduction in AI flavor for your drafts.

Does this proofreading tool support both quick fixes and deep style editing?

Yes, this proofreading tool supports both quick fixes and deep style editing. Quick Mode provides fast, focused fixes for immediate issues, while Full Mode performs three-pass deep editing and stylistic polishing to thoroughly remove AI-style phrasing and enhance the natural voice.

What specific AI writing traits are targeted during content optimization?

During content optimization, the targeted AI writing traits include clichés, repetitive templates, formal diction, mechanical structure, neutral stance, missing details, repetition, vacuous statements, over-summarization, and emoji or format abuse. These traits are systematically rewritten to reduce detectable AI patterns.