huashu-proofreading

Apply a three-pass proofreading workflow to reduce AI-detection risk in articles.

16|Updated Apr 19, 2026
One-click install
npx skills add https://github.com/Marwan78888/Neuron-Cli --skill huashu-proofreading
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: huashu-proofreading
Source: https://github.com/Marwan78888/Neuron-Cli/tree/main/scratch/huashu-skills-master/huashu-proofreading
Command: npx skills add https://github.com/Marwan78888/Neuron-Cli --skill huashu-proofreading

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

该技能通过三遍审校流程,系统性降低文章的AI检测率并提升可读的人味。具体来说,它在初稿阶段自动加载并通过三遍审校确保信息准确、结构清晰、语言自然。

Core Features & Use Cases

  • 三遍审校流程:内容审校、风格审校、最终润色,确保逻辑、事实、结构和语言自然。
  • 自动加载场景:当检测到需要 polishing 的场景,如用户说“审校”/“AI味太重”等时自动加载。
  • 可落地的结果:输出更自然、具备人情味的文本,适用于投稿、发布前的最终润色。

Quick Start

将待审校文本提交给技能,触发三遍审校流程以获得更自然且更少AI味的成稿。

Frequently Asked Questions about huashu-proofreading

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

FAQPage Schema
How do I reduce AI detection risk in my drafted articles?▼

You can reduce AI flavor in drafted articles by triggering a three-pass proofreading workflow that sequentially checks content accuracy, adjusts writing style, and refines natural tone to deliver a more human-like text.

What is the best way to proofread content for a more natural human tone?▼

The best way to proofread content for a natural human tone is using a structured three-phase process that evaluates factual accuracy, structural clarity, and language naturalness to systematically remove AI flavor from the final text.

How do I polish writing to remove AI flavor before publishing a post?▼

Polish writing to remove AI flavor before publishing by submitting the drafted post to a three-pass proofreading process that enforces checks for content accuracy, style consistency, and natural language tone adjustment.

Does this proofreading workflow work for final polish on drafted posts?▼

Yes, this proofreading workflow works for final polish on drafted posts by applying a three-pass review covering content accuracy, style, and natural tone adjustment to ensure the output is readable and has a human touch.

When do I need a three-pass proofreading process for content quality?▼

You need a three-pass proofreading process for content quality when your drafted articles or posts exhibit high AI flavor or lack a human touch and require final polish to ensure logical accuracy, structural clarity, and natural language.