What problem does it solve?
This Skill turns a narrative research report into a complete, publication-style LaTeX manuscript and a compiled PDF, with optional multi-round improvement and (for submission assurance) gated audits that verify proofs, numeric claims, and citation quality.
Core Features & Use Cases
- End-to-end paper pipeline: plan outline, generate figures/illustrations, write LaTeX sections, compile the PDF.
- Execution-grounded quality gates: optional proof verification, numeric claim audits against raw results, and a citation audit with verdicts and a submission verifier.
- Polish via improvement loop: multiple review→fix→recompile rounds to strengthen clarity and alignment with evidence.
- Controls for venue and assurance: supports venue formatting (e.g., ICLR/NeurIPS/ICML/ACL/IEEE) and switches from draft behavior to submission-grade audit gating using effort/assurance directives.
Quick Start
Use the paper-writing Skill to convert your narrative report into a polished LaTeX manuscript and compile a final PDF: when you have NARRATIVE_REPORT.md ready, run paper-writing with that file to produce paper/main.pdf.