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.