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pubmed-database

8.7

by davila7

188Favorites
368Upvotes
0Downvotes

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.

pubmed

8.7

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0

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Backend Development

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Quick Review

Exceptional skill for PubMed database access. The description perfectly captures when to use this skill versus alternatives (biopython). SKILL.md provides comprehensive task knowledge including concrete query examples, API workflows, MeSH term usage, and systematic review strategies. Structure is excellent with clear capability sections, explicit guidance on when to consult reference files, and helpful grep patterns. The skill demonstrates strong novelty by reducing the complexity of E-utilities API integration, advanced Boolean/MeSH queries, and batch processing workflows that would otherwise require significant token overhead for a CLI agent. Minor improvement possible in making the extensive content even more scannable, but overall this is a production-ready, highly useful skill.

LLM Signals

Description coverage10
Task knowledge10
Structure9
Novelty8

GitHub Signals

18,073
1,635
132
71
Last commit 0 days ago

Publisher

davila7

davila7

Skill Author

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davila7

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