Agent skill

Tooluniverse Gwas Trait To Gene

by wu-yc in wu-yc/LabClaw

Discover genes associated with diseases and traits using GWAS data from the GWAS Catalog (500,000+ associations) and Open Targets Genetics (L2G predictions).

No licenceAuto-check passedResearch & Science

Install Tooluniverse Gwas Trait To Gene

skills CLI
$ npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-trait-to-gene -a claude-code

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

GitHub CLI
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-trait-to-gene --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-trait-to-gene .claude/skills/tooluniverse-gwas-trait-to-gene && 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-trait-to-gene
GitHub stars
1.1k
Used in
2 other repos
Token cost
~2.2k tokens
SKILL.md length
638 words
Files
1
Skills in repo
68
Repo updated
First seen
Licence
None found

At a glance

Discover genes associated with diseases and traits using GWAS data from the GWAS Catalog (500,000+ associations) and Open Targets Genetics (L2G predictions).

  • Works in 4 steps: Gene Mapping Uncertainty → Population Bias → Sample Size Dependence → …
  • Asked to find genes associated with a disease
  • SKILL.md covers Overview, Use Cases, Workflow and Key Concepts, plus 10 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Tooluniverse Gwas Trait To Gene is an agent skill from wu-yc/LabClaw. Discover genes associated with diseases and traits using GWAS data from the GWAS Catalog (500,000+ associations) and Open Targets Genetics (L2G predictions). Identifies genetic risk factors, prioritizes causal genes via locus-to-gene scoring, and assesses druggability. Use when asked to find genes associated with a disease or trait, discover genetic risk factors, translate GWAS signals to gene targets, or answer questions like "What genes are associated with type 2 diabetes?"

Its SKILL.md is about 2.2k 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 find genes associated with a disease
  • Discover genetic risk factors
  • Translate GWAS signals to gene targets
  • Answer questions like What genes are associated with type 2 diabetes?

Example prompts

  • “What genes are associated with type 2 diabetes?”
  • “/tooluniverse-gwas-trait-to-gene”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Gene Mapping Uncertainty
  2. Population Bias
  3. Sample Size Dependence
  4. Validation Bug

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 Trait To Gene loads about 2.2k tokens when it runs. Until then it costs about 128 tokens; SKILL.md has 638 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~128
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

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 638 words (~2,169 tokens).

“Discover genes associated with diseases and traits using genome-wide association studies (GWAS)”

— opening of SKILL.md by wu-yc
name
tooluniverse-gwas-trait-to-gene

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/bio/tooluniverse-gwas-trait-to-gene 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 Trait To Gene 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 Trait To Gene compared with similar skills
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Tooluniverse Gwas Trait To Gene this skillwu-yc/LabClaw1.1k2 repos~2.2kAutomated 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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Questions about Tooluniverse Gwas Trait To Gene

What does Tooluniverse Gwas Trait To Gene do?

Discover genes associated with diseases and traits using GWAS data from the GWAS Catalog (500,000+ associations) and Open Targets Genetics (L2G predictions). Tooluniverse Gwas Trait To Gene is an agent skill from wu-yc/LabClaw. Discover genes associated with diseases and traits using GWAS data from the GWAS Catalog (500,000+ associations) and Open Targets Genetics (L2G predictions).

When should I use Tooluniverse Gwas Trait To Gene?

Tooluniverse Gwas Trait To Gene fits situations like: asked to find genes associated with a disease; discover genetic risk factors; translate GWAS signals to gene targets; answer questions like What genes are associated with type 2 diabetes?.

How do I install Tooluniverse Gwas Trait To Gene in Claude Code?

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

How do I install Tooluniverse Gwas Trait To Gene in Codex?

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

Can I use Tooluniverse Gwas Trait To Gene 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-trait-to-gene -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-trait-to-gene, .gemini/skills/tooluniverse-gwas-trait-to-gene, .github/skills/tooluniverse-gwas-trait-to-gene and .opencode/skills/tooluniverse-gwas-trait-to-gene in your project.

What does Tooluniverse Gwas Trait To Gene need to run?

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

Does Tooluniverse Gwas Trait To Gene 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 Trait To Gene 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 Trait To Gene use?

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

How many tokens does Tooluniverse Gwas Trait To Gene use?

About 2.2k tokens (SKILL.md is roughly 8.7k 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 Trait To Gene?

Skills that share tags, products or a category with Tooluniverse Gwas Trait To Gene: 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 Trait To Gene?

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.