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.