{"repo":"Ar9av/PaperOrchestra","free":true,"listed":false,"github":"https://github.com/Ar9av/PaperOrchestra","clone":"git clone https://github.com/Ar9av/PaperOrchestra.git","description":"An automated AI research-paper writer based off Google's PaperOrchestra paper's implementation through a skills - benchmark + autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs.","language":"Python","stars":640,"topics":["agentic-ai","ai-research","anthropic","antigravity","arxiv","claude-code","claude-skills","coding-agents","cursor","latex"],"license":null,"category":"ai-agents","readme_excerpt":"PaperOrchestra A pluggable skill pack that lets any coding agent in Claude Code, Cursor, Antigravity, Cline, Aider, OpenCode, etc. which can run the PaperOrchestra multi-agent pipeline for turning unstructured research materials into a submission-ready LaTeX paper. Song, Y., Song, Y., Pfister, T., Yoon, J. PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing. arXiv:2604.05018, 2026. Click to read the paper on arXiv Why this exists The paper defines a five-agent pipeline - Outline - Plotting - Literature Review - Section Writing - Content Refinement that substantially outperforms single-agent and tree-search baselines on the PaperWritingBench benchmark (50–68% absolute win margin on literature review quality; 14–38% on overall quality). The paper ships the exact prompts for every agent in Appendix F. This repo turns those prompts, schemas, halt rules, and verification pipelines into a set of host-agent-executable skills . There are no API keys , no SDK dependencies, no embedded LLM calls. The skills are instruction documents plus deterministic helpers; your coding agent does all LLM reasoning and web search using its own tools. How skills work here Each skill is: - SKILL.md — a dense instruction document the host agent reads and follows. - references/ — reference material: verbatim paper prompts (Appendix F), JSON schemas, rubrics, halt rules, example outputs. - scripts/ — purely deterministic local helpers: JSON schema validation, Levenshtein fuzzy ","default_branch":null,"files":null,"tree":[],"storefront":"/r/Ar9av","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Ar9av/PaperOrchestra/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}