paper-orchestra

To generate a research paper from a mathematical modeling workflow, an adapter maps runtime artifacts like execution logs and figures into a multi-stage drafting pipeline, producing a structured paper.md file. This enforces outline-first structuring, literature-review discipline, and refinement checks.

Outline-first paper drafting is a structured workflow that builds a paper outline, plans literature review work, drafts sections, and performs refinement to produce contest-ready research papers. It ensures figure-text binding and enforces chart manifest rules throughout the writing process.

Mapping runtime artifacts to a paper writing workspace involves converting inputs like problem statements, execution logs, plans, and figures into structured workspace files such as idea.md, experimental_log.md, and conference_guidelines.md. This ensures all necessary modeling outputs are correctly bound to the paper drafting stages.

Yes, you can generate LaTeX packaging alongside a markdown paper draft when the required template and toolchain inputs are available. The system attempts upstream LaTeX packaging while always ensuring the mandatory paper.md file is produced as the primary output.

Yes, the paper drafting workflow enforces citation protocol compatibility and restricts figures to manifest-approved inputs only. It performs mandatory self-checks and quality audits to ensure the final paper satisfies writer-guide role rules before returning control.

A limitation of using an adapter for contest-ready paper generation is that LaTeX packaging is optional and strictly depends on the availability of required template and toolchain inputs. Additionally, the workflow is specifically tailored for mathematical modeling competitions requiring EZMM-compatible runtime inputs.