paper-writing

Provide a NARRATIVE_REPORT.md containing claims, experiments, results, and figure descriptions, then invoke the pipeline with that file as input. It runs planning, figure generation, LaTeX writing, compilation, and two review-and-fix rounds to produce a polished PDF.

It accepts a structured NARRATIVE_REPORT.md, a research direction plus experiment results, or an existing PAPER_PLAN.md to skip the planning phase. More detailed inputs, especially figure descriptions and quantitative results, produce better output.

Supported venues include ICLR, NeurIPS, ICML, CVPR, ACL, AAAI, ACM, IEEE journals, and IEEE conferences. The venue setting controls the style file, page limit, and citation format, and can be overridden inline with a venue parameter.

A zero-context claim audit compares every numeric claim in the LaTeX source against raw result files in results/, outputs/, experiments/, or figures/ directories. It runs before the improvement loop and again as a mandatory gate before the final report when numeric claims and raw evidence both exist.

Yes, pass a style-ref source such as a local TeX directory, PDF, arXiv ID, or URL. A helper extracts a structural style profile used only by writer-side phases; reviewer and auditor phases never see it, and no prose or claims are copied.

After three negotiation rounds without acceptance, unresolved demands are recorded in a Disputed section and the contract is marked contested. The pipeline pauses for a human tie-break, and if unattended, proceeds but caps the outcome with Submission-ready set to no.