sci-extract

Installation
SKILL.md

Sci-Extract — Scientific Extraction

Professional extraction of core insights and figures from scientific PDF papers.

Note: This skill includes contributions from two authors. See Copyright & License section for details.

Features

  • Core Insights: Automatically identify research problem, methodology, key results, innovations, applications, and limitations.
  • Review Literature Extraction: For reviews, surveys, systematic reviews, scoping reviews, and meta-analyses, extract the field scope, taxonomy, evidence base, consensus, disagreements, evidence quality, research gaps, and future directions.
  • Figure Detection: Locate figure captions and crop the corresponding figure regions from PDF pages.
  • Metadata Extraction: Parse title, authors, DOI, journal, and year.

Steps:

Step 1: Acquire the paper

Always read the paper fresh. Never rely on memory of the paper, even if the title looks familiar.

Installs
196
GitHub Stars
178
First Seen
Apr 9, 2026
sci-extract — shzhao27208/aut_sci_write