paper-orchestra

Automated manuscript generation orchestrates a five-agent pipeline to convert experimental logs and LaTeX templates into a submission-ready PDF. It handles literature review, plotting, and section writing autonomously from raw inputs.

Parallel literature review and plotting execute concurrently during paper writing. The pipeline dispatches sub-agents for both tasks simultaneously, then feeds results into a single multimodal section-writing call to assemble the manuscript.

Starting an end-to-end paper-writing pipeline requires idea, experimental log, LaTeX template, and conference guidelines files as inputs. Optional figures can also be provided to support the manuscript generation workflow.

A five-agent research pipeline ensures reproducible workspace provenance through deterministic execution and frontmatter-driven discovery. It tracks each processing step from unstructured inputs to the finalized manuscript, maintaining a verifiable provenance record.

Automated paper writing works with LaTeX templates and conference guidelines by ingesting them as structured inputs. The pipeline applies these constraints during outlining and refinement to produce a submission-ready manuscript.