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Agent skill

Tooluniverse Gwas Snp Interpretation

by wu-yc in wu-yc/LabClaw

Interpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple databases (GWAS Catalog, Open Targets Genetics, ClinVar).

No licenceAuto-check passedResearch & Science

Install Tooluniverse Gwas Snp Interpretation

skills CLI
$ npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-snp-interpretation -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-snp-interpretation --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bio/tooluniverse-gwas-snp-interpretation .claude/skills/tooluniverse-gwas-snp-interpretation && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
tooluniverse-gwas-snp-interpretation
GitHub stars
1.1k
Used in
2 other repos
Token cost
~1.8k tokens
SKILL.md length
573 words
Files
1
Skills in repo
68
Repo updated
First seen
Licence
None found

At a glance

Interpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple databases (GWAS Catalog, Open Targets Genetics, ClinVar).

  • Works in 4 steps: SNP Basic Info → Trait Associations → Credible Sets (Fine-Mapping) → …
  • Asked to interpret a SNP by rsID
  • SKILL.md covers Overview, What It Does, Workflow and Data Sources, plus 10 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Tooluniverse Gwas Snp Interpretation is an agent skill from wu-yc/LabClaw. Interpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple databases (GWAS Catalog, Open Targets Genetics, ClinVar). Retrieves variant annotations, GWAS trait associations, fine-mapping evidence, locus-to-gene predictions, and clinical significance. Use when asked to interpret a SNP by rsID, find disease associations for a variant, assess clinical significance, or answer questions like "What diseases is rs429358 associated with?" or "Interpret rs7903146".

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science. The repository describes itself as: LabClaw – Operating Layer for LabOS (Stanford-Princeton AI Co-Scientists).

When your agent uses it

  • Asked to interpret a SNP by rsID
  • Find disease associations for a variant
  • Assess clinical significance
  • Answer questions like What diseases is rs429358 associated with?

Example prompts

  • “What diseases is rs429358 associated with?”
  • “Interpret rs7903146”
  • “/tooluniverse-gwas-snp-interpretation”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. SNP Basic Info
  2. Trait Associations
  3. Credible Sets (Fine-Mapping)
  4. Clinical Significance

What it can do on your machine

Read from SKILL.md and the folder at commit df37802. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are python).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • ebi.ac.uk
    • genetics.opentargets.org

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Tooluniverse Gwas Snp Interpretation loads about 1.8k tokens when it runs. Until then it costs about 132 tokens; SKILL.md has 573 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~132
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 573 words (~1,823 tokens).

“Interpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple sources to provide comprehensive clinical and biological context.”

— opening of SKILL.md by wu-yc
name
tooluniverse-gwas-snp-interpretation

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/bio/tooluniverse-gwas-snp-interpretation of wu-yc/LabClaw.

Open the folder on GitHubat commit df37802

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in wu-yc/LabClaw, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Tooluniverse Gwas Snp Interpretation next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Tooluniverse Gwas Snp Interpretation compared with similar skills
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Tooluniverse Gwas Snp Interpretation this skillwu-yc/LabClaw1.1k2 repos~1.8kAutomated safety check: PassNone
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GitHub Deep Researchbytedance/deer-flow84k4 repos~1.3kAutomated safety check: PassMIT
Nature Paper CardYuan1z0825/nature-skills47k2 repos~2.1kAutomated safety check: PassApache-2.0
Content Research Writerweapp-tailwindcss/weapp-tailwindcss1.9k25 repos~3.5kAutomated safety check: PassMIT
Last30daysmvanhorn/last30days-skill64k—~7.9kAutomated safety check: NotesMIT

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Categories

Questions about Tooluniverse Gwas Snp Interpretation

What does Tooluniverse Gwas Snp Interpretation do?

Interpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple databases (GWAS Catalog, Open Targets Genetics, ClinVar). Tooluniverse Gwas Snp Interpretation is an agent skill from wu-yc/LabClaw. Interpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple databases (GWAS Catalog, Open Targets Genetics, ClinVar).

When should I use Tooluniverse Gwas Snp Interpretation?

Tooluniverse Gwas Snp Interpretation fits situations like: asked to interpret a SNP by rsID; find disease associations for a variant; assess clinical significance; answer questions like What diseases is rs429358 associated with?.

How do I install Tooluniverse Gwas Snp Interpretation in Claude Code?

Run `npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-snp-interpretation -a claude-code`. Or copy the skill folder (skills/bio/tooluniverse-gwas-snp-interpretation in wu-yc/LabClaw) into .claude/skills/tooluniverse-gwas-snp-interpretation in your project. Claude Code loads it when a task matches its description.

How do I install Tooluniverse Gwas Snp Interpretation in Codex?

Run `npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-snp-interpretation -a codex`. Or copy the skill folder (skills/bio/tooluniverse-gwas-snp-interpretation in wu-yc/LabClaw) into .agents/skills/tooluniverse-gwas-snp-interpretation in your project. Codex loads it when a task matches its description.

Can I use Tooluniverse Gwas Snp Interpretation in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-snp-interpretation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tooluniverse-gwas-snp-interpretation, .gemini/skills/tooluniverse-gwas-snp-interpretation, .github/skills/tooluniverse-gwas-snp-interpretation and .opencode/skills/tooluniverse-gwas-snp-interpretation in your project.

What does Tooluniverse Gwas Snp Interpretation need to run?

SKILL.md names no scripts, command-line tools or credentials: Tooluniverse Gwas Snp Interpretation is instructions for the agent only. Our summary lists: Python 3.

Does Tooluniverse Gwas Snp Interpretation access the network?

SKILL.md names 2 domains. As links in the text: ebi.ac.uk and genetics.opentargets.org. This is read from the text; nothing was executed.

Is Tooluniverse Gwas Snp Interpretation safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Tooluniverse Gwas Snp Interpretation use?

No licence was found for Tooluniverse Gwas Snp Interpretation or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Tooluniverse Gwas Snp Interpretation use?

About 1.8k tokens (SKILL.md is roughly 7.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Tooluniverse Gwas Snp Interpretation?

Skills that share tags, products or a category with Tooluniverse Gwas Snp Interpretation: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tooluniverse Gwas Snp Interpretation?

wu-yc (a GitHub user) maintains it in wu-yc/LabClaw, which has 1,055 GitHub stars. The repository holds 68 skills in this directory. The repository was last updated on March 19, 2026.

Source: wu-yc/LabClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.