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literature-review

8.7

by davila7

103Favorites
283Upvotes
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

8.7

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Exceptional literature review skill with comprehensive methodology covering all phases from planning to PDF generation. The SKILL.md provides crystal-clear guidance on when and how to use the skill, detailed workflows for systematic reviews following PRISMA guidelines, multi-database search strategies, and citation verification tools. The structure is excellent with logical progression through 7 phases, though slightly lengthy. High novelty as it orchestrates complex academic workflows across multiple databases and skills (gget, bioservices, datacommons-client), provides automated citation verification and PDF generation, and would require 100+ LLM queries if done manually. The mandatory visual enhancement section, thematic synthesis guidance, and integration with other scientific skills demonstrate sophisticated domain knowledge. Minor structural consideration: at ~500 lines, some users might find it dense, but the comprehensive nature justifies the length for this complex domain. The skill meaningfully reduces cost and complexity for conducting rigorous, publication-quality literature reviews.

LLM Signals

Description coverage10
Task knowledge10
Structure9
Novelty8

GitHub Signals

18,073
1,635
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Last commit 0 days ago

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davila7

davila7

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davila7

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