writing-humanizer

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

17|1|Updated Jun 1, 2026
One-click install
npx skills add https://github.com/jrcjrcc/deepseek-nyamu --skill writing-humanizer-jrcjrcc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: writing-humanizer
Source: https://github.com/jrcjrcc/deepseek-nyamu/tree/main/crates/tui/assets/skills/academic-paper-pipeline/modules/06-humanizer
Command: npx skills add https://github.com/jrcjrcc/deepseek-nyamu --skill writing-humanizer-jrcjrcc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps to humanize academic writing and reduce the likelihood of AI detection, making your work appear more authentic and human-like.

Core Features & Use Cases

  • AI Writing Pattern Removal: Detects and rewrites AI-generated writing patterns in English and Chinese.
  • Academic AIGC Reduction: Reduces the detection rate of AI-generated text in academic writing.
  • Punctuation Review: Analyzes punctuation usage for consistency and correctness.
  • Use Case: If you are a researcher or writer submitting a paper, this skill can help ensure that your work does not contain detectable AI-generated text.

Quick Start

Run the "writing-humanizer" skill with the input text 'my_paper.md' to enhance its readability and reduce AI detection.

Frequently Asked Questions about writing-humanizer

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

FAQPage Schema
How do I remove AI detection from academic writing?

This Skill humanizes academic writing by detecting AI-generated patterns in vocabulary, sentence structure, and style, then rewriting them using a rule-based approach to ensure your manuscript appears authentic and human-like.

What are common AI writing patterns that trigger AI detection?

AI writing patterns that trigger detection often include repetitive vocabulary, uniform sentence structures, and specific stylistic markers. This Skill identifies and corrects these signs in both English and Chinese academic texts to reduce AIGC detection rates.

Can I use this text humanizer for Chinese academic papers?

Yes, you can use this text humanizer for Chinese academic papers. It supports both English and Chinese languages, detecting and correcting AI writing signs across vocabulary, sentence structure, and style to lower AIGC detection rates.

How do I start reducing the AIGC detection rate in my manuscript?

To start reducing the AIGC detection rate, run the skill with your input text file, such as 'my_paper.md'. It will analyze punctuation usage and rewrite AI-generated text patterns to enhance readability and humanize your academic writing.

Does this AI text enhancement tool check punctuation consistency?

Yes, this AI text enhancement tool checks punctuation consistency. Alongside removing AI writing patterns, it analyzes punctuation usage throughout your academic manuscript to ensure correctness and stylistic consistency before submission.