scholar-writing

Convert a research repository into a formatted LaTeX academic manuscript.

76|5|Updated Jul 7, 2026

Search Tags:#academic writing #citation verification #latex #research paper #manuscript drafting #conference formatting

Ready to run

npx skills add https://github.com/catlog22/pi-maestro-flow --skill scholar-writing

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scholar-writing
Source: https://github.com/catlog22/pi-maestro-flow/tree/main/.pi/skills/scholar-writing
Command: npx skills add https://github.com/catlog22/pi-maestro-flow --skill scholar-writing

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill turns a research repository into a publication-ready academic manuscript by guiding the full writing workflow from understanding the codebase to producing a formatted LaTeX paper.

Core Features & Use Cases

Repo-to-paper planning: Identifies the project’s main contribution, key results, and supporting evidence.
Section drafting: Produces structured drafts for the abstract, introduction, methods, experiments, related work, conclusion, and appendix.
Citation management: Verifies citations, replaces placeholders, and builds a clean bibliography without inventing references.
Conference formatting: Assembles the polished draft into a venue-specific LaTeX manuscript and checks compilation and page limits.
Use Case: A researcher wants to convert an experimental codebase into a NeurIPS-ready paper with verified citations and a compliant LaTeX template.

Quick Start

Use the scholar-writing skill to analyze this research repository and produce a complete conference-style paper draft with verified citations and LaTeX formatting.

Frequently Asked Questions about scholar-writing

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

FAQPage Schema

How do I convert a research repository into a publication-ready LaTeX paper?▼

To convert a research repository into a publication-ready LaTeX paper, this Skill analyzes your codebase to identify main contributions, drafts each section, verifies citations, and assembles the manuscript using venue-specific LaTeX templates.

What is the best way to draft an ML manuscript from code without inventing references?▼

Drafting an ML manuscript without inventing references is handled by this Skill through citation verification, replacing placeholder tags with validated sources, and building a clean bibliography to ensure all references are real and accurate.

How do I format a research paper to meet conference page limits and compilation rules?▼

Formatting a research paper to meet conference page limits and compilation rules is achieved by applying venue-specific LaTeX templates, checking final page counts, and verifying that the manuscript compiles successfully before submission.

Can I use scholar-writing to analyze any experimental codebase for NeurIPS paper drafting?▼

Yes, you can use scholar-writing to analyze an experimental ML or AI codebase and produce a complete, NeurIPS-ready paper draft with structured sections, verified citations, and compliant LaTeX formatting.

Does this academic writing workflow handle anti-AI text polishing for research papers?▼

Yes, this academic writing workflow applies anti-AI polishing during manuscript drafting to refine the narrative, ensuring the final research paper reads naturally and meets standard academic publication expectations.

What are the limitations of automated repo-to-paper planning for conference submissions?▼

Automated repo-to-paper planning relies on analyzing the provided research repository structure and code, so the quality of the generated manuscript draft and extracted narrative contributions depends entirely on the completeness and clarity of the original codebase.