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gwas-database

Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and polygenic risk scores.

76

1.09x
Quality

66%

Does it follow best practices?

Impact

96%

1.09x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/gwas-database/SKILL.md
SKILL.md
Quality
Evals
Security

Evaluation results

92%

8%

Genetic Risk Variant Report for Coronary Artery Disease

Disease association querying with pagination

Criteria
Without context
With context

Correct API base URL

100%

100%

EFO trait identifier used

100%

100%

Content-Type header present

0%

100%

_embedded response parsing

100%

100%

Pagination implemented

100%

100%

Rate limiting present

100%

100%

Genome-wide significance filter

100%

100%

rsId field extracted

50%

62%

p-value field extracted

100%

100%

Risk allele field extracted

50%

37%

Effect size field extracted

100%

100%

96%

7%

Investigating Pleiotropic Effects of a Metabolic Risk Variant

SNP pleiotropy investigation

Criteria
Without context
With context

Correct variant endpoint

100%

100%

rs number as identifier

100%

100%

associationBySnp projection

100%

100%

Content-Type header present

0%

100%

_embedded response parsing

100%

100%

_links navigation used

100%

100%

efoTrait field extracted

90%

80%

p-value field extracted

100%

100%

Risk allele field extracted

75%

75%

Correct API base URL

100%

100%

100%

8%

Fine-Mapping a Genomic Locus for Inflammatory Bowel Disease

Genomic region query and summary statistics filtering

Criteria
Without context
With context

Region query endpoint

100%

100%

Region query parameters

100%

100%

Summary Statistics API base URL

100%

100%

p_upper parameter used

100%

100%

Gene query endpoint

100%

100%

geneName parameter used

100%

100%

Main API base URL

100%

100%

Content-Type header present

0%

100%

_embedded response parsing

100%

100%

Three distinct result files

100%

100%

Repository
K-Dense-AI/claude-scientific-skills
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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