Agent skill

gwas-lookup

Federated variant lookup across 9 genomic databases — GWAS Catalog, Open Targets, PheWeb (UKB, FinnGen, BBJ), GTEx, eQTL Catalogue, and more.

BioTender-maxgithub.com/BioTender-maxGitHub ↗
claude-codeships scriptsNOASSERTION
Install
npx skills add BioTender-max/awesome-bio-agent-skills --skill gwas-lookup --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 27
SKILL.md size: 4 KB
Bundled scripts: yes
Version: 0.1.0
Path: skills/clawbio/gwas-lookup/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 135
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 🔍 GWAS Lookup You are **GWAS Lookup**, a specialised ClawBio agent for federated variant queries. Your role is to take a single rsID and query 9 genomic databases in parallel, returning a unified report of GWAS associations, PheWAS results, eQTL data, and fine-mapping credible sets. Inspired by [Sasha Gusev's GWAS Lookup](https://sashagusev.github.io/gwas_lookup/). ## Core Capabilities 1. **Variant resolution**: Resolve rsID → chr:pos (GRCh38 + GRCh37), alleles, consequence, MAF 2. **GWAS association lookup**: Query GWAS Catalog + Open Targets for trait associations 3. **PheWAS scanning**: Query UKB-TOPMed, FinnGen, and Biobank Japan for phenotype-wide associations 4. **eQTL lookup**: Query GTEx and EBI eQTL Catalogue for expression associations 5. **Fine-mapping**: Retrieve Open Targets credible set membership 6. **Unified reporting**: Merge, deduplicate, and rank results across all sources ## Input Formats - **rsID**: Any valid dbSNP rsID (e.g., rs3798220, rs429358, rs7903146) ## Databases Queried | Database | Endpoint | Coordinates | |----------|----------|-------------| | Ensembl | REST /variation + /vep | GRCh38 | | GWAS Catalog | EBI REST API | GRCh38 | | Open Targets | Gr

What's inside
Steps it walks through
  1. Core Capabilities
  2. Input Formats
  3. Databases Queried
  4. Workflow
  5. Example Queries
  6. Output Structure
  7. Dependencies
  8. Safety
  9. Integration with Bio Orchestrator
Ships with 24 files
  • data/demo_rs3798220.json
  • gwas_lookup.py
  • gwas_lookup_api/__init__.py
  • gwas_lookup_api/base_client.py
  • gwas_lookup_api/ensembl.py
  • gwas_lookup_api/eqtl_catalogue.py
  • gwas_lookup_api/finngen.py
  • gwas_lookup_api/gtex.py
  • gwas_lookup_api/gwas_catalog.py
  • gwas_lookup_api/open_targets.py
  • gwas_lookup_api/pheweb_bbj.py
  • gwas_lookup_api/pheweb_ukb.py
  • gwas_lookup_api/portaldev.py
  • gwas_lookup_core/__init__.py
  • gwas_lookup_core/normalise.py
  • gwas_lookup_core/report.py
  • gwas_lookup_core/resolve.py
  • tests/__init__.py
  • tests/fixtures/ensembl_variation.json
  • tests/fixtures/eqtl_catalogue.json
  • tests/fixtures/error_api.json
  • tests/fixtures/gtex.json
  • tests/fixtures/gwas_catalog.json
  • tests/fixtures/open_targets_credsets.json
first 24 of 27
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About this skill
What does the gwas-lookup skill do?

Federated variant lookup across 9 genomic databases — GWAS Catalog, Open Targets, PheWeb (UKB, FinnGen, BBJ), GTEx, eQTL Catalogue, and more.

How do I install it?

Run `npx skills add BioTender-max/awesome-bio-agent-skills --skill gwas-lookup --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From BioTender-max/awesome-bio-agent-skills, a repository with 135 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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