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paper-orchestra

Convert unstructured research inputs into a submission-ready LaTeX manuscript and compiled PDF.

635|88|Updated Apr 9, 2026
Search Tags:#automation#research#orchestration#plotting#latex#literature-review#paperwriting
One-click install
npx skills add https://github.com/Ar9av/PaperOrchestra --skill paper-orchestra-ar9av
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: paper-orchestra
Source: https://github.com/Ar9av/PaperOrchestra/tree/main/skills/paper-orchestra
Command: npx skills add https://github.com/Ar9av/PaperOrchestra --skill paper-orchestra-ar9av

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The PaperOrchestra orchestrator converts unstructured research materials—idea notes, experimental logs, LaTeX templates, and conference guidelines—into a submission-ready LaTeX manuscript and compiled PDF, automating coordination, validation, and refinement to reduce manual integration and hallucinated citations.

Core Features & Use Cases

  • End-to-end Orchestration: Coordinates outline-agent, plotting-agent, literature-review-agent, section-writing-agent, and content-refinement-agent to produce final paper.tex and paper.pdf.
  • Deterministic Helpers & Safety Gates: Includes scripts to scaffold and validate workspaces, probe TeX availability, enforce an anti-leakage prompt, and run deterministic checks (anti-leakage grep, LaTeX sanity, orphan-citation gates).
  • Parallel, Host-Integrated Execution: Supports parallel plotting and literature-review when the host allows, and degrades gracefully for text-only or no-web-search hosts; emits provenance and refinement worklogs for reproducibility.
  • Use Case: Convert a folder containing idea.md, experimental_log.md, template.tex, and conference_guidelines.md into a compiled conference-ready PDF with citations and audit trail.

Quick Start

Run the paper-orchestra pipeline on my workspace to generate a submission-ready LaTeX paper and compiled PDF.

Frequently Asked Questions about paper-orchestra

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

FAQPage Schema
How do I automate converting experimental logs and idea notes into a LaTeX manuscript?▼

You can automate LaTeX paper generation by orchestrating specialized agents that process idea notes and experimental logs into structured sections, compile LaTeX templates, and output a submission-ready PDF with validated citations.

What is the best way to integrate literature review and plotting into academic paper writing?▼

Integrating literature review and plotting into academic paper writing is best handled by parallel orchestration agents that verify citations and generate figures simultaneously, degrading gracefully to text-only processing when web-search or vision capabilities are unavailable.

Can I compile a conference-ready PDF from unstructured research materials without manual formatting?▼

Compiling a conference-ready PDF from unstructured research materials is possible by running an automated orchestration pipeline that applies conference guidelines to scaffold LaTeX templates, format sections, and execute deterministic compilation checks.

Does automated LaTeX paper generation work without web search or vision capabilities?▼

Automated LaTeX paper generation works without web search or vision capabilities by degrading gracefully to text-only processing, though literature verification and plotting agents leverage these optional host features for enhanced reproducibility when available.

How do I prevent hallucinated citations in automated academic paper writing?▼

Preventing hallucinated citations in automated academic paper writing requires deterministic safety gates that run orphan-citation checks and anti-leakage grep validations, ensuring all references in the final LaTeX manuscript map to verified literature review outputs.

What file inputs do I need to prepare for an automated paper writing orchestration pipeline?▼

Preparing for an automated paper writing orchestration pipeline requires structuring unstructured research inputs into idea.md, experimental_log.md, template.tex, and conference_guidelines.md files to enable coordinated section writing and PDF compilation.

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