Academic Paper Drafter

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Transforms research plans and experimental evidence into journal-ready scientific manuscripts for GIScience, GeoAI, and remote sensing venues.

The Academic Paper Drafter skill automates the creation of rigorous, journal-grade manuscript drafts from structured planning artifacts. Designed specifically for academic domains like GIScience, GeoAI, spatial data science, and remote sensing (targeting top venues such as IJGIS, ISPRS JPRS, and RSE), it strictly prioritizes factual evidence over eloquence. The skill consults approved claims, experiment logs, literature reviews, and figure manifests to generate publication-standard Markdown sections without hallucinating citations or empirical results. It also automatically outputs claim-to-evidence maps, citation gaps, and coverage reports to streamline peer-review preparation and downstream LaTeX conversion.

Características Principales

01Supports multiple drafting modes (full, partial, skeleton) tailored to research readiness
02Customizable section generation for diverse manuscript types like GeoAI, benchmarks, and case studies
03Evidence-backed drafting that strictly prohibits hallucinated metrics, citations, and claims
04Generates detailed claim-to-evidence support maps, citation gap lists, and coverage reports
05Enforces venue-specific formatting, academic tone, and terminological discipline for top spatial journals
0629 GitHub stars

Casos de Uso

01Drafting complete scientific manuscripts or specific individual sections directly from structured research plans
02Generating an evidence-to-claim audit and coverage-gap analysis to identify unverified results before submission
03Preparing formal journal drafts (IJGIS, RSE, ISPRS) ahead of automated review loops and LaTeX conversion