thesis-style-polisher

Polish Chinese graduation thesis sections to remove AI-generated phrasing.

497|38|Updated Jan 7, 2026
One-click install
npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill thesis-style-polisher
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: thesis-style-polisher
Source: https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/thesis-style-polisher
Command: npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill thesis-style-polisher

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the common issue of AI-generated or template-heavy language in Chinese graduation theses, aiming to make the writing sound more natural, author-centric, and aligned with academic standards.

Core Features & Use Cases

  • AI Voice Removal: Eliminates robotic phrasing, promotional language, and common AI "tics."
  • Style Unification: Ensures consistency in tone and style across the entire document.
  • Targeted Refinement: Focuses on critical sections like chapter introductions, conclusions, contribution statements, and outlooks.
  • Use Case: After completing the core content and structure of a Chinese graduation thesis, use this Skill for a final polish to ensure the language is academic, natural, and free from AI-generated clichés.

Quick Start

Use the thesis-style-polisher skill to refine the language in the latest draft of the thesis.

Frequently Asked Questions about thesis-style-polisher

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

FAQPage Schema
How do I remove AI generated phrasing from my Chinese thesis?▼

To remove AI generated phrasing from a Chinese thesis, use a style polisher that eliminates robotic language and template-heavy phrasing, ensuring the text sounds natural and aligns with academic standards.

What is the best way to polish Chinese academic writing for graduation theses?▼

The best way to polish Chinese academic writing for graduation theses is to apply a targeted refinement process to critical sections like chapter introductions and conclusions, unifying the tone to remove template-heavy language.

When do I need to use a thesis style unification tool?▼

You need to use a thesis style unification tool during the final review stages of a Chinese graduation thesis, after the core content and structure are complete, to ensure the document has a consistent academic tone.

Does academic style polishing change the facts in my thesis?▼

Academic style polishing does not change the facts in your thesis; it strictly avoids introducing new facts or masking structural issues, focusing solely on refining the language to achieve a natural academic tone.

What sections of a Chinese thesis should I target for AI voice removal?▼

For AI voice removal in a Chinese thesis, you should target critical sections like chapter introductions, conclusions, contribution statements, and outlooks to eliminate robotic phrasing and template-heavy language.

Why does my thesis writing still sound robotic after using AI tools?▼

Thesis writing often sounds robotic after using AI tools because of common AI tics and promotional language; a style polisher eliminates these templates, ensuring the writing is author-centric and natural.