openalex-database

Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.

1.05x

Quality

92%

Does it follow best practices?

Impact

81%

1.05x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Evaluation results

61%

Citation Impact Analysis for Genomics Papers

Citation analysis with batch lookup

Criteria

Without context

With context

Email initialization

100%

batch_lookup for DOIs

100%

cited_by_api_url usage

per-page=200 for citing papers

Scripts package import

100%

results.json produced

100%

select fields used

100%

Mailto in citing request

100%

50%

analysis.py produced

100%

92%

10%

Collaborative Research Landscape Report

Two-step entity lookup and filter operators

Criteria

Without context

With context

Email initialization

100%

Two-step institution lookup

100%

Pipe OR for combined output

100%

Plus AND for collaboration

33%

100%

group_by for topics

100%

per-page=200

Publication year filter

100%

Scripts package import

100%

Output files written

100%

90%

Open Access Trend Study and Paper Sampling

Publication trends and reproducible sampling

Criteria

Without context

With context

Email initialization

100%

sample_works() used

100%

33%

Fixed seed provided

100%

get_publication_trends used

100%

OA trend comparison

100%

select fields for sample

100%

Scripts package import

100%

trends.json written

100%

sample.json written

100%

Repository: K-Dense-AI/claude-scientific-skills
Commit: 71add64

Evaluated: 27 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Citation Impact Analysis for Genomics Papers Collaborative Research Landscape Report Open Access Trend Study and Paper Sampling

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