paper-orchestra

Transform research ideas and experimental data into submission-ready LaTeX manuscripts.

Updated Apr 9, 2026
One-click install
npx skills add https://github.com/jakechen1/echo-research-framework --skill paper-orchestra-jakechen1
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-orchestra
Source: https://github.com/jakechen1/echo-research-framework/tree/main/skills-disabled/paper-orchestra
Command: npx skills add https://github.com/jakechen1/echo-research-framework --skill paper-orchestra-jakechen1

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Multi-agent paper writing pipeline inspired by Google's PaperOrchestra (Song et al., 2026). Transforms research ideas and experimental data into submission-ready LaTeX manuscripts with verified citations, generated figures, and iterative peer-review refinement.

Core Features & Use Cases

  • Multi-agent decomposition of the manuscript workflow (outline, plots, lit review, writing, refinement) producing modular artifacts
  • LaTeX manuscript generation with citations and figure integration
  • Iterative peer-review refinement to improve manuscript quality
  • Local execution via an adaptable pipeline compatible with common research tools

Quick Start

Provide your research idea and experimental data to generate a draft outline and submission-ready LaTeX manuscript.

Frequently Asked Questions about paper-orchestra

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

FAQPage Schema
How do I automate LaTeX paper writing from raw research ideas and experimental data?

You can automate LaTeX paper writing by providing research ideas and experimental data to a multi-agent pipeline that decomposes the workflow into outlining, literature review, figure generation, and drafting to produce a submission-ready LaTeX manuscript.

What is multi-agent manuscript generation and how does it handle peer-review refinement?

Multi-agent manuscript generation splits the writing process into modular stages like plotting and citation discovery, applying iterative peer-review refinement to improve manuscript quality until the final LaTeX draft is polished for submission.

Does automated paper writing prevent citation fabrication during literature review?

Automated paper writing pipelines include guardrails against citation fabrication by verifying references during the citation discovery stage, ensuring that generated LaTeX manuscripts contain only validated citations.

Can I use Python and curl to generate research figures for a LaTeX manuscript locally?

Yes, the local execution pipeline is compatible with common research tools like Python, curl, and LaTeX, allowing you to generate research figures and integrate them directly into submission-ready manuscripts on your own machine.

What is the best way to format a research paper for specific target venues using LaTeX?

The best way to format a research paper for target venues is using an automated pipeline that performs final formatting and iterative refinement on LaTeX manuscripts, ensuring compliance with venue-specific submission requirements.