# PaperOrchestra > Turn research notes and experiment logs into a LaTeX paper with your agent, using the PaperOrchestra multi-agent pipeline as skills. 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. - Type: Skill - Made by: Ar9av - Category: Research - Formats: Skills - Version: latest - Website: https://github.com/Ar9av/PaperOrchestra - Source: https://github.com/Ar9av/PaperOrchestra - Page: https://pluginboard.ai/skills/paperorchestra-ar9av ## Works with - ChatGPT - Claude - Gemini - GitHub Copilot - Cursor - Claude Code - Codex - Antigravity - Gemini CLI - Replit - OpenClaw - OpenCode - Hermes Agent ## Install ### ChatGPT In ChatGPT: Download the PaperOrchestra folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans. View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### Claude In Claude (web or desktop): Download each skill’s folder and zip it, then upload them one at a time in Customize → Skills. View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### Gemini In Gemini: Download the PaperOrchestra folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it). View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### GitHub Copilot Copy all 9 skills, in your terminal: ```shell npx -y degit Ar9av/PaperOrchestra/skills/agent-research-aggregator ~/.copilot/skills/agent-research-aggregator npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.copilot/skills/content-refinement-agent npx -y degit Ar9av/PaperOrchestra/skills/literature-review-agent ~/.copilot/skills/literature-review-agent npx -y degit Ar9av/PaperOrchestra/skills/outline-agent ~/.copilot/skills/outline-agent npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.copilot/skills/paper-autoraters npx -y degit Ar9av/PaperOrchestra/skills/paper-orchestra ~/.copilot/skills/paper-orchestra npx -y degit Ar9av/PaperOrchestra/skills/paper-writing-bench ~/.copilot/skills/paper-writing-bench npx -y degit Ar9av/PaperOrchestra/skills/plotting-agent ~/.copilot/skills/plotting-agent npx -y degit Ar9av/PaperOrchestra/skills/section-writing-agent ~/.copilot/skills/section-writing-agent ``` View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### Cursor Copy all 9 skills, in your terminal: ```shell npx -y degit Ar9av/PaperOrchestra/skills/agent-research-aggregator ~/.cursor/skills/agent-research-aggregator npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.cursor/skills/content-refinement-agent npx -y degit Ar9av/PaperOrchestra/skills/literature-review-agent ~/.cursor/skills/literature-review-agent npx -y degit Ar9av/PaperOrchestra/skills/outline-agent ~/.cursor/skills/outline-agent npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.cursor/skills/paper-autoraters npx -y degit Ar9av/PaperOrchestra/skills/paper-orchestra ~/.cursor/skills/paper-orchestra npx -y degit Ar9av/PaperOrchestra/skills/paper-writing-bench ~/.cursor/skills/paper-writing-bench npx -y degit Ar9av/PaperOrchestra/skills/plotting-agent ~/.cursor/skills/plotting-agent npx -y degit Ar9av/PaperOrchestra/skills/section-writing-agent ~/.cursor/skills/section-writing-agent ``` View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### Claude Code Copy all 9 skills, in your terminal: ```shell npx -y degit Ar9av/PaperOrchestra/skills/agent-research-aggregator ~/.claude/skills/agent-research-aggregator npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.claude/skills/content-refinement-agent npx -y degit Ar9av/PaperOrchestra/skills/literature-review-agent ~/.claude/skills/literature-review-agent npx -y degit Ar9av/PaperOrchestra/skills/outline-agent ~/.claude/skills/outline-agent npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.claude/skills/paper-autoraters npx -y degit Ar9av/PaperOrchestra/skills/paper-orchestra ~/.claude/skills/paper-orchestra npx -y degit Ar9av/PaperOrchestra/skills/paper-writing-bench ~/.claude/skills/paper-writing-bench npx -y degit Ar9av/PaperOrchestra/skills/plotting-agent ~/.claude/skills/plotting-agent npx -y degit Ar9av/PaperOrchestra/skills/section-writing-agent ~/.claude/skills/section-writing-agent ``` View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### Codex Copy all 9 skills, in your terminal: ```shell npx -y degit Ar9av/PaperOrchestra/skills/agent-research-aggregator ~/.agents/skills/agent-research-aggregator npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.agents/skills/content-refinement-agent npx -y degit Ar9av/PaperOrchestra/skills/literature-review-agent ~/.agents/skills/literature-review-agent npx -y degit Ar9av/PaperOrchestra/skills/outline-agent ~/.agents/skills/outline-agent npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.agents/skills/paper-autoraters npx -y degit Ar9av/PaperOrchestra/skills/paper-orchestra ~/.agents/skills/paper-orchestra npx -y degit Ar9av/PaperOrchestra/skills/paper-writing-bench ~/.agents/skills/paper-writing-bench npx -y degit Ar9av/PaperOrchestra/skills/plotting-agent ~/.agents/skills/plotting-agent npx -y degit Ar9av/PaperOrchestra/skills/section-writing-agent ~/.agents/skills/section-writing-agent ``` View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### Antigravity In Antigravity: Copy the PaperOrchestra folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI). View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### Gemini CLI Copy all 9 skills, in your terminal: ```shell npx -y degit Ar9av/PaperOrchestra/skills/agent-research-aggregator ~/.gemini/skills/agent-research-aggregator npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.gemini/skills/content-refinement-agent npx -y degit Ar9av/PaperOrchestra/skills/literature-review-agent ~/.gemini/skills/literature-review-agent npx -y degit Ar9av/PaperOrchestra/skills/outline-agent ~/.gemini/skills/outline-agent npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.gemini/skills/paper-autoraters npx -y degit Ar9av/PaperOrchestra/skills/paper-orchestra ~/.gemini/skills/paper-orchestra npx -y degit Ar9av/PaperOrchestra/skills/paper-writing-bench ~/.gemini/skills/paper-writing-bench npx -y degit Ar9av/PaperOrchestra/skills/plotting-agent ~/.gemini/skills/plotting-agent npx -y degit Ar9av/PaperOrchestra/skills/section-writing-agent ~/.gemini/skills/section-writing-agent ``` View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### Replit Copy all 9 skills, in your terminal: ```shell npx -y degit Ar9av/PaperOrchestra/skills/agent-research-aggregator .agents/skills/agent-research-aggregator npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent .agents/skills/content-refinement-agent npx -y degit Ar9av/PaperOrchestra/skills/literature-review-agent .agents/skills/literature-review-agent npx -y degit Ar9av/PaperOrchestra/skills/outline-agent .agents/skills/outline-agent npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters .agents/skills/paper-autoraters npx -y degit Ar9av/PaperOrchestra/skills/paper-orchestra .agents/skills/paper-orchestra npx -y degit Ar9av/PaperOrchestra/skills/paper-writing-bench .agents/skills/paper-writing-bench npx -y degit Ar9av/PaperOrchestra/skills/plotting-agent .agents/skills/plotting-agent npx -y degit Ar9av/PaperOrchestra/skills/section-writing-agent .agents/skills/section-writing-agent ``` View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### OpenClaw Copy all 9 skills, in your terminal: ```shell npx -y degit Ar9av/PaperOrchestra/skills/agent-research-aggregator ~/.openclaw/skills/agent-research-aggregator npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.openclaw/skills/content-refinement-agent npx -y degit Ar9av/PaperOrchestra/skills/literature-review-agent ~/.openclaw/skills/literature-review-agent npx -y degit Ar9av/PaperOrchestra/skills/outline-agent ~/.openclaw/skills/outline-agent npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.openclaw/skills/paper-autoraters npx -y degit Ar9av/PaperOrchestra/skills/paper-orchestra ~/.openclaw/skills/paper-orchestra npx -y degit Ar9av/PaperOrchestra/skills/paper-writing-bench ~/.openclaw/skills/paper-writing-bench npx -y degit Ar9av/PaperOrchestra/skills/plotting-agent ~/.openclaw/skills/plotting-agent npx -y degit Ar9av/PaperOrchestra/skills/section-writing-agent ~/.openclaw/skills/section-writing-agent ``` View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### OpenCode Copy all 9 skills, in your terminal: ```shell npx -y degit Ar9av/PaperOrchestra/skills/agent-research-aggregator ~/.config/opencode/skills/agent-research-aggregator npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.config/opencode/skills/content-refinement-agent npx -y degit Ar9av/PaperOrchestra/skills/literature-review-agent ~/.config/opencode/skills/literature-review-agent npx -y degit Ar9av/PaperOrchestra/skills/outline-agent ~/.config/opencode/skills/outline-agent npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.config/opencode/skills/paper-autoraters npx -y degit Ar9av/PaperOrchestra/skills/paper-orchestra ~/.config/opencode/skills/paper-orchestra npx -y degit Ar9av/PaperOrchestra/skills/paper-writing-bench ~/.config/opencode/skills/paper-writing-bench npx -y degit Ar9av/PaperOrchestra/skills/plotting-agent ~/.config/opencode/skills/plotting-agent npx -y degit Ar9av/PaperOrchestra/skills/section-writing-agent ~/.config/opencode/skills/section-writing-agent ``` View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra ### Hermes Agent Copy all 9 skills, in your terminal: ```shell npx -y degit Ar9av/PaperOrchestra/skills/agent-research-aggregator ~/.hermes/skills/agent-research-aggregator npx -y degit Ar9av/PaperOrchestra/skills/content-refinement-agent ~/.hermes/skills/content-refinement-agent npx -y degit Ar9av/PaperOrchestra/skills/literature-review-agent ~/.hermes/skills/literature-review-agent npx -y degit Ar9av/PaperOrchestra/skills/outline-agent ~/.hermes/skills/outline-agent npx -y degit Ar9av/PaperOrchestra/skills/paper-autoraters ~/.hermes/skills/paper-autoraters npx -y degit Ar9av/PaperOrchestra/skills/paper-orchestra ~/.hermes/skills/paper-orchestra npx -y degit Ar9av/PaperOrchestra/skills/paper-writing-bench ~/.hermes/skills/paper-writing-bench npx -y degit Ar9av/PaperOrchestra/skills/plotting-agent ~/.hermes/skills/plotting-agent npx -y degit Ar9av/PaperOrchestra/skills/section-writing-agent ~/.hermes/skills/section-writing-agent ``` View the skills on GitHub: https://github.com/Ar9av/PaperOrchestra --- From Pluginboard (https://pluginboard.ai).