nai

Rewrite English LaTeX snippets into natural academic prose while preserving math expressions.

Updated Mar 2, 2026
One-click install
npx skills add https://github.com/Si1w/se-research-skills --skill nai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: nai
Source: https://github.com/Si1w/se-research-skills/tree/main/skills/nai
Command: npx skills add https://github.com/Si1w/se-research-skills --skill nai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill converts machine-generated or heavily mechanical text into natural, publication-ready academic prose and removes detectable AI traces.

Core Features & Use Cases

  • Clean, natural English prose that matches top conferences.
  • Preserve LaTeX math expressions and citations while improving readability.
  • Suitable for editing English LaTeX code blocks used in manuscripts and slides.

Quick Start

Provide an English LaTeX snippet as input and request a rewritten version in natural, conference-ready prose while preserving equations.

Frequently Asked Questions about nai

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

FAQPage Schema
How do I rewrite AI-generated text into natural academic prose?

To rewrite AI-generated text into natural academic prose, you provide the text snippet to this tool, which transforms mechanical phrasing into publication-ready scholarly writing while removing detectable AI traces.

Can I improve LaTeX readability without breaking math expressions and citations?

Yes, you can improve LaTeX readability without breaking math expressions and citations, as this tool preserves original LaTeX syntax, equations, and reference formatting while refining the surrounding English prose.

What is the best way to remove AI traces from English research manuscripts?

The best way to remove AI traces from English research manuscripts is to process the text through an academic rewriting tool that converts mechanical outputs into natural, conference-ready scholarly prose.

Does this academic rewriting tool work with LaTeX snippets for presentation slides?

Yes, this academic rewriting tool works with LaTeX snippets for presentation slides, as it is designed to edit English LaTeX code blocks used in both manuscripts and academic slide decks.

How do I make machine-generated research writing match top conference standards?

To make machine-generated research writing match top conference standards, you rewrite the heavily mechanical text into clean, natural English prose that aligns with the stylistic expectations of top academic venues.

What are the limitations when editing heavily mechanical text in LaTeX?

A key limitation when editing heavily mechanical text in LaTeX is ensuring the tool maintains formatting integrity, as the process focuses on prose naturalization while strictly preserving mathematical expressions and LaTeX syntax.