paper-writing

Automating academic paper writing involves running a five-phase pipeline that transforms a NARRATIVE_REPORT.md or research topic into a polished LaTeX source with a final PDF. The workflow handles paper planning, figure generation, LaTeX writing, compilation, and auto-improvement loops.

Yes, automatic LaTeX figure generation and reference management are handled during the paper-figure and paper-write phases. The pipeline creates figures from your narrative input and integrates them with managed references into the final LaTeX document.

You need to provide a NARRATIVE_REPORT.md, a research direction, or an existing PAPER_PLAN.md as input. The pipeline uses these inputs to orchestrate planning, figure generation, LaTeX writing, and compilation into a submission-ready PDF.

Yes, the automated paper writing pipeline enforces venue targets, configurable page limits, and revision rounds. The auto-improvement loop checks submission guidelines to ensure the final LaTeX PDF aligns with specific venue requirements.

The auto-improvement loop iteratively refines the generated LaTeX paper by running automated checks across multiple revision rounds. It adjusts the document to meet venue constraints and improve overall submission readiness before outputting the final PDF.

Automation depends on the quality of the initial narrative report or research topic provided. While it handles LaTeX writing, figure generation, and compilation, complex domain-specific arguments may require manual revision outside the automated improvement loop.