What does 'anti-slop' mean in this context?

It refers to removing generic, low-quality AI-generated patterns and replacing them with professional, publication-grade academic standards and proper document structure.

Can it help with academic journal submissions?

Yes, it includes specific workflows for formatting manuscripts, managing citations via BibTeX, and ensuring all references follow academic conventions for PDF-first output.

Does it handle figure and table captions automatically?

It enforces proper labeling and cross-referencing syntax so that figures and tables are correctly captioned, numbered, and cited throughout your document.

Which file formats are supported by this skill?

This skill is optimized for Quarto (.qmd), RMarkdown (.Rmd), and Jupyter Notebook (.ipynb) files.

Quarto Anti-Slop

Name: Quarto Anti-Slop
Author: emraher

byemraher

0•

数据科学与机器学习

Enforces reproducible research and academic writing standards for Quarto and RMarkdown documents to eliminate generic AI-generated content.

Quarto Anti-Slop is a specialized Claude Code skill designed to elevate the quality of AI-generated research documents by enforcing rigorous reproducibility standards. It eliminates generic AI output by implementing professional YAML metadata, sophisticated cross-referencing for figures and tables, and comprehensive bibliography management. Perfect for researchers and data scientists, this skill ensures that documents produced in Quarto or RMarkdown are publication-ready, follow literate programming best practices, and include essential technical details like session information and computational caching.

主要功能

01Integrated BibTeX bibliography and citation management

02Reproducibility enforcement via caching and session info

03Robust cross-referencing for figures, tables, and equations

040 GitHub stars

05Pre-configured workflows for PDF manuscripts and HTML reports

06Automated YAML metadata completion for authors and affiliations

使用场景

01Building interactive data analysis reports with code folding

02Standardizing team-wide reproducibility patterns in research notebooks

03Preparing academic manuscripts for journal submission

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add emraher/eerskills anti-slop

For use in Claude.ai and ChatGPT

Download Skill