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.