paper-orchestra

To generate a research paper from experimental logs, provide your unstructured research inputs and LaTeX template to run an end-to-end five-agent pipeline that drafts sections, generates figures, verifies citations, and compiles a submission-ready PDF.

Yes, you can compile a LaTeX manuscript and verify citations in one workflow by running a multi-agent pipeline that performs literature verification, drafts sections in a single call, and outputs a compiled PDF at workspace/final/paper.pdf.

Automated LaTeX manuscript generation requires a scaffolded workspace containing idea.md, experimental_log.md, template.tex, and conference_guidelines.md, with optional figures, to execute the writing pipeline correctly.

Multi-agent orchestration handles iterative refinement by applying acceptance and revert halt rules during section drafting, running deterministic validation and anti-leakage compliance checks with automated re-prompting if integrity gates fail.

Yes, you need Python and latexmk installed to compile a submission-ready PDF from research materials, as these dependencies execute the pipeline scripts and perform the LaTeX compilation outputs.

The best way to turn unstructured research materials into a submission-ready LaTeX document is using a coordinated pipeline that creates outlines, plots figures, verifies literature, drafts sections, and packages the final manuscript with provenance artifacts.