What happens if the generated LaTeX code contains errors?

The skill automatically attempts to compile the document using xelatex. If an error is detected, it logs the failure and provides an automatic rollback to the last stable version.

Can I specify the research topic for the generated content?

Yes, you can use the --narrative-hint parameter to guide the AI toward specific research fields such as clinical trials, material science, or deep learning.

How does this skill protect my LaTeX formatting from AI errors?

It uses a 'FormatGuard' system that combines SHA256 hashing of core style files, blacklisting for system files like main.tex, and automated compilation checks to ensure the AI never breaks your document layout.

Is this skill specific to Chinese research templates?

While it was originally developed for the ChineseResearchLaTeX project (NSFC), its semantic logic and structural protection can be applied to various structured LaTeX projects.

Smart LaTeX Content Generator

Name: Smart LaTeX Content Generator
Author: huangwb8

byhuangwb8

•

704

内容管理

Generates context-aware academic LaTeX content while strictly preserving document structure through integrated semantic reasoning and structural hashing.

关于

The Smart LaTeX Content Generator skill bridges the gap between AI creativity and rigid document formatting by using semantic reasoning to generate realistic academic examples for LaTeX projects. It intelligently analyzes chapter themes to insert relevant figures, references, and technical descriptions, making it ideal for researchers using Chinese LaTeX templates who need to populate drafts with coherent, field-specific placeholders. By employing a dual-layer architecture, it ensures that while the narrative content is AI-driven, the underlying LaTeX structure remains protected via SHA256 hashing, strict file access controls, and automated compilation verification.

主要功能

Multi-layered security with file blacklisting and whitelist-only editing (v1.1.0)
Customizable narrative hints for specific research fields like Medical Imaging or Materials Science
Automated LaTeX compilation verification with integrated rollback on failure
704 GitHub stars
AI-driven semantic analysis for contextually relevant academic content generation
Structural protection using SHA256 hashing to prevent layout and format corruption

使用场景

Generating coherent placeholder sections for complex research papers while maintaining layout integrity
Safely automating the insertion of figures and references into LaTeX documents using AI reasoning
Rapidly populating NSFC or academic proposal drafts with domain-specific technical examples

关于

主要功能

Multi-layered security with file blacklisting and whitelist-only editing (v1.1.0)
Customizable narrative hints for specific research fields like Medical Imaging or Materials Science
Automated LaTeX compilation verification with integrated rollback on failure
704 GitHub stars
AI-driven semantic analysis for contextually relevant academic content generation
Structural protection using SHA256 hashing to prevent layout and format corruption

使用场景

Generating coherent placeholder sections for complex research papers while maintaining layout integrity
Safely automating the insertion of figures and references into LaTeX documents using AI reasoning
Rapidly populating NSFC or academic proposal drafts with domain-specific technical examples