What problem does it solve?
This workflow eliminates the tedious, error-prone process of manually transforming a narrative research idea into a complete LaTeX manuscript, including planning, figure generation, writing, compilation, and revision loops.
Core Features & Use Cases
- End-to-end pipeline: paper-plan, paper-figure, paper-write, paper-compile, and auto-paper-improvement-loop to deliver a polished PDF.
- Venue-aware: supports common venues (ICLR, NeurIPS, ICML, CVPR, ACL, IEEE) with configurable illustration modes and analysis checks.
- Audit-ready: integrates assurance gates and automated reviews (proof, claim, and citation audits) for submission-grade quality.
- Quick-start-friendly: accepts a narrative report or topic and generates a complete manuscript with LaTeX source, references, and figures.
Quick Start
Provide a narrative or topic and I will generate a complete manuscript following the pipeline steps.