Generate, revise, and audit scientific manuscripts from authoritative experimental results, statistical outputs, figures/tables, methods, research notes, and dynamically retrieved discipline/venue writing requirements. Resolve discipline, article type, optional track, venue, year, and submission stage into a source-backed writing profile and manuscript contract before claiming venue readiness. Preserve claim-to-evidence traceability, numeric fidelity, study-design-appropriate language, null/negative results, cross-section consistency, and writing-guideline provenance. Do not invent experiments, statistics, methods, citations, mechanisms, interpretations, or venue requirem…
