About ComfyTex
Who built it, why it exists, and the research behind it.
Who Built ComfyTex
ComfyTex is built and operated by Telescop Lab, an independent software lab that builds tools for researchers.
The project was started because the friction between writing a paper and formatting it for submission is real, measurable, and unnecessary. Every researcher — from first-time student authors to seasoned faculty — spends hours wrestling with LaTeX preamble commands, template quirks, and compiler errors. We believe that time should be spent on ideas, not formatting.
ComfyTex is the first step: a tool that handles the structural conversion so you can draft in Markdown and submit in LaTeX — without learning either toolchain deeply.
Why It Exists
Academic publishing is one of the few fields where the author is expected to simultaneously be a typesetter. LaTeX produces beautiful output — nobody disputes that — but it is a typesetting language, not a writing environment. The gap between drafting a paper and formatting it for a target venue is where most of the friction lives.
ComfyTex does not try to replace LaTeX or Overleaf. It sits between drafting and submission: you write in Markdown — the simplest, most distraction-free format there is — and ComfyTex handles the template-specific structural work that would otherwise take hours of manual effort.
The project is guided by a simple belief: A researcher's time is better spent on research than on formatting. If a tool can reliably handle the structural conversion from a clean Markdown draft into a compile-ready LaTeX package, the amount of unnecessary formatting labour in academia drops dramatically.
Published Research
The ComfyTex pipeline is described in detail in a published technical paper:
arXiv:2606.23107 — Authored by Fred Chung. Describes the three-agent architecture, evaluation methodology, and design rationale behind ComfyTex.
Read the paper