PaperOrchestra

Why we included this project

Turning scattered notes, experiment logs, and literature into a submission-ready LaTeX manuscript is a slog, and this skill pack automates a good chunk of it. It packages the five-agent pipeline from Google's PaperOrchestra paper as instruction documents and deterministic helper scripts that any coding agent (Claude Code, Cursor, Cline, Aider, and others) can run. There are no API keys and no embedded LLM calls; the host agent does all the reasoning, web search, and LaTeX compilation with its own tools, which keeps setup simple and avoids locking you into one vendor. The skills cover outlining, plotting, literature review, section writing, and content refinement, with JSON schemas, rubrics, and halt rules to keep the output on track. If you already drive a coding agent regularly, this is a practical way to scaffold a full paper draft rather than a standalone application.