
Turn research notes and experiment logs into a LaTeX paper with your agent, using the PaperOrchestra multi-agent pipeline as skills.
Pack · 9 skillsby Ar9av· ResearchUnclaimed · Yours? Claim it
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About
PaperOrchestra is a community skill pack by Ar9av that lets your agent run the PaperOrchestra pipeline from the research paper "PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing" (Song et al., arXiv:2604.05018). It turns the paper's prompts, schemas and stopping rules into skills your agent follows. It's an independent implementation, not from the paper's authors. What you can do with it - Turn an idea and an experiment log into an outline with plans for plots, the literature review and each section - Make plots and diagrams and caption them - Find and verify related work through web search and Semantic Scholar, then draft the introduction and related work with citations - Draft the remaining sections, build tables from your experiment log and place the figures - Refine the paper through a simulated peer review, keeping or reverting each change by strict rules - Score papers with the paper's own autoraters for citation coverage and paper and literature-review quality - Gather scattered experiment history from your agent's folders into the idea and log files the pipeline needs How it connects - Clone the repo and run setup.sh, which links the skills into the skills folders of Claude Code, Codex, Cursor, Antigravity and other agents. - Your agent does the writing and searching itself; the bundled Python scripts only validate, match and format, with no network calls. LaTeX compilation happens on your machine. Good to know - Review everything it writes before you submit it anywhere. - It's open source under the MIT licence.
Skills people install alongside PaperOrchestra.
Once it’s added
“Turn my idea and experiment log into a paper draft.”
“Write the related work section with verified citations.”
“Make the plots from my experiment results.”
“Run a simulated peer review and refine the draft.”
“Score this paper with the PaperOrchestra autoraters.”
“Pull my experiment history from my agent folders into an experiment log.”
Before you add it
Reads only
Your idea notes, experiment logs and LaTeX template · Papers it finds through web search and Semantic Scholar
Makes changes · your agent can ask first
Writes the outline, plots, sections and LaTeX paper in a workspace folder
Pack · 9 skills, each with its own page
From people who use it
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Nothing new reaches your agent until a person has looked at it.
Scanned on every change, and again when our rules improve.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
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Runs on your machine.
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Runs on your machine.
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Runs on your machine.
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Runs on your machine.
Runs on your machine.
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Runs on your machine.
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Safe to install in every agent it supports. Runs in your agent, as instructions.