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literature-review

8.3

by K-Dense-AI

111Favorites
403Upvotes
0Downvotes

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

research

8.3

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Exceptional literature review skill with comprehensive methodology covering all phases from planning to PDF generation. The description is highly detailed and actionable, enabling a CLI agent to conduct systematic reviews independently. Task knowledge is outstanding with concrete workflows, database-specific guidance, citation verification scripts, and quality assessment frameworks. Structure is excellent with clear phase-based organization, though the SKILL.md is quite lengthy (could benefit from moving some detailed sections to referenced files). Novelty is strong - conducting multi-database systematic reviews with citation verification, PRISMA compliance, and professional PDF generation would require significant tokens and expertise from a vanilla CLI agent. The skill meaningfully reduces complexity by providing templates, verification scripts, database integration strategies, and citation formatting automation. Minor points: some redundancy in best practices sections, and the visual enhancement section references scientific-schematics skill which may create cross-dependencies. Overall, this is a production-ready, academically rigorous skill that delivers substantial value for research workflows.

LLM Signals

Description coverage10
Task knowledge10
Structure9
Novelty8

GitHub Signals

6,871
818
49
3
Last commit 1 days ago

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K-Dense-AI

K-Dense-AI

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K-Dense-AI

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