This skill provides an end-to-end, reproducible workflow for systematic and scoping literature reviews across PubMed, arXiv, bioRxiv, Semantic Scholar and…
This skill provides an end-to-end, reproducible workflow for systematic and scoping literature reviews across PubMed, arXiv, bioRxiv, Semantic Scholar and other academic sources. It automates multi-database search, deduplication, thematic synthesis, citation verification, and result aggregation, and produces publication-ready Markdown and PDF reports with selectable citation styles (APA, Nature, Vancouver). Integrations with gget, bioservices, and datacommons-client enable programmatic access to scientific metadata and datasets. The skill supports meta-analysis pipelines, research-gap identification, and generates mandatory publication-quality figures (PRISMA flowcharts, search-strategy diagrams, thematic maps) via the scientific-schematics integration. Core advantages are methodological rigor, reproducibility, verified reference lists, and time savings for researchers preparing literature sections, theses, reviews, or grant reports.
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