New: 98,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Tooluniverse Gwas Finemapping

by wu-yc in wu-yc/LabClaw

Identify and prioritize causal variants at GWAS loci using statistical fine-mapping and locus-to-gene predictions.

No licenceAuto-check passedProduct & Project Management

Install Tooluniverse Gwas Finemapping

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

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

GitHub CLI
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-finemapping --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-finemapping .claude/skills/tooluniverse-gwas-finemapping && 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-finemapping
GitHub stars
1.1k
Used in
2 other repos
Token cost
~3k tokens
SKILL.md length
919 words
Files
1
Skills in repo
68
Repo updated
First seen
Licence
None found

At a glance

Identify and prioritize causal variants at GWAS loci using statistical fine-mapping and locus-to-gene predictions.

  • Works in 5 steps: Prioritize Variants at a Known Locus → Fine-Map a Specific Variant → Explore All Loci from a GWAS Study → …
  • Asked to fine-map GWAS loci
  • SKILL.md covers Overview, Key Concepts, Use Cases and Workflow Example: Complete…, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Tooluniverse Gwas Finemapping is an agent skill from wu-yc/LabClaw. Identify and prioritize causal variants at GWAS loci using statistical fine-mapping and locus-to-gene predictions. Computes posterior probabilities for causal variants, links variants to genes via L2G predictions, annotates functional consequences, and suggests validation strategies. Use when asked to fine-map GWAS loci, prioritize causal variants, identify credible sets, or link GWAS signals to causal genes.

Its SKILL.md is about 3k 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 Product & Project Management, covering Prioritization frameworks. The repository describes itself as: LabClaw – Operating Layer for LabOS (Stanford-Princeton AI Co-Scientists).

When your agent uses it

  • Asked to fine-map GWAS loci
  • Prioritize causal variants
  • Identify credible sets
  • Link GWAS signals to causal genes

Example prompts

  • “/tooluniverse-gwas-finemapping”

Requirements

  • Python 3

Workflow steps

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

  1. Prioritize Variants at a Known Locus
  2. Fine-Map a Specific Variant
  3. Explore All Loci from a GWAS Study
  4. Find GWAS Studies for a Disease
  5. Get Validation Suggestions

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

    No URLs in SKILL.md.

    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 Finemapping loads about 3k tokens when it runs. Until then it costs about 111 tokens; SKILL.md has 919 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~111
When it runs · the whole SKILL.md, loaded when a task matches
~3k

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 919 words (~2,979 tokens).

“Identify and prioritize causal variants at GWAS loci using statistical fine-mapping and locus-to-gene predictions.”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/bio/tooluniverse-gwas-finemapping 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 Finemapping 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 Finemapping compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tooluniverse Gwas Finemapping this skillwu-yc/LabClaw1.1k2 repos~3kAutomated safety check: PassNone
Agile Product Owneralirezarezvani/claude-skills28k3 repos~3.2kAutomated safety check: PassMIT
Prioritization Framework Advisordeanpeters/Product-Manager-Skills7.2k2 repos~4.2kAutomated safety check: PassCustom licence
Strategic Roadmap Planningdeanpeters/Product-Manager-Skills7.2k2 repos~4.7kAutomated safety check: PassCustom licence
Idea Validatoraakashg/pm-claude-skills112—~2.3kAutomated safety check: PassMIT
Triagejoa23/linear-cli144—~699Automated safety check: PassMIT

Similar skills

  • Agile Product Owner

    alirezarezvani/claude-skills

    Writes INVEST-checked user stories with acceptance criteria, splits epics, plans sprints from velocity and ranks the backlog with a weighted score.

    28k GitHub starsUsed in 3 repos~3.2k tokens
    Product & Project ManagementAuto-check passed

  • Prioritization Framework Advisor

    deanpeters/Product-Manager-Skills

    Picks the right prioritization framework for your stage and context instead of defaulting to RICE or ICE out of habit.

    7.2k GitHub starsUsed in 2 repos~4.2k tokens
    Product & Project ManagementAuto-check passed

  • Strategic Roadmap Planning

    deanpeters/Product-Manager-Skills

    Sequences prioritization, epic definition, and stakeholder alignment into a release plan that ladders up to business outcomes.

    7.2k GitHub starsUsed in 2 repos~4.7k tokens
    Product & Project ManagementAuto-check passed

  • Idea Validator

    aakashg/pm-claude-skills

    A skill your agent uses when the user asks to validate a product idea, stress-test an idea, evaluate whether an idea is good, or decide whether to build something.

    112 GitHub stars~2.3k tokensUpdated 2 mo ago
    Product & Project ManagementAuto-check passed

  • Triage

    joa23/linear-cli

    Triage and prioritize Linear backlog issues using the linear CLI.

    144 GitHub stars~699 tokensUpdated 27 days ago
    Product & Project ManagementAuto-check passed

  • Define Opportunity Tree

    product-on-purpose/pm-skills

    Creates an opportunity solution tree connecting a desired outcome to customer opportunities and candidate solutions, preventing solution-first jumps in continuous discovery.

    716 GitHub stars~1.1k tokensUpdated 3 days ago
    Product & Project ManagementAuto-check passed

More from wu-yc/LabClaw

All 68 skills in this repo

  • Tooluniverse Chemical Compound Retrieval

    wu-yc/LabClaw

    Retrieves chemical compound information from PubChem and ChEMBL with disambiguation, cross-referencing, and quality assessment.

    1.1k GitHub starsUsed in 2 repos~2.3k tokens
    Auto-check passed

  • Tooluniverse Clinical Guidelines

    wu-yc/LabClaw

    Search and retrieve clinical practice guidelines across 12+ authoritative sources including NICE, WHO, ADA, AHA/ACC, NCCN, SIGN, CPIC, CMA, CTFPHC, GIN, MAGICapp, PubMed, EuropePMC, TRIP, and…

    1.1k GitHub starsUsed in 2 repos~4.9k tokens
    Auto-check passed

  • Tooluniverse Disease Research

    wu-yc/LabClaw

    Generate comprehensive disease research reports using 100+ ToolUniverse tools.

    1.1k GitHub starsUsed in 2 repos~4.7k tokens
    Auto-check passed

  • Tooluniverse Drug Repurposing

    wu-yc/LabClaw

    Identify drug repurposing candidates using ToolUniverse for target-based, compound-based, and disease-driven strategies.

    1.1k GitHub starsUsed in 2 repos~4.4k tokens
    Auto-check passed

  • Tooluniverse Expression Data Retrieval

    wu-yc/LabClaw

    Retrieves gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation, experiment quality assessment, and structured reports.

    1.1k GitHub starsUsed in 2 repos~2.6k tokens
    Auto-check passed

  • Tooluniverse Gene Enrichment

    wu-yc/LabClaw

    Perform comprehensive gene enrichment and pathway analysis using gseapy (ORA and GSEA), PANTHER, STRING, Reactome, and 40+ ToolUniverse tools.

    1.1k GitHub starsUsed in 2 repos~4k tokens
    Auto-check passed

Categories

Questions about Tooluniverse Gwas Finemapping

What does Tooluniverse Gwas Finemapping do?

Identify and prioritize causal variants at GWAS loci using statistical fine-mapping and locus-to-gene predictions. Tooluniverse Gwas Finemapping is an agent skill from wu-yc/LabClaw. Identify and prioritize causal variants at GWAS loci using statistical fine-mapping and locus-to-gene predictions.

When should I use Tooluniverse Gwas Finemapping?

Tooluniverse Gwas Finemapping fits situations like: asked to fine-map GWAS loci; prioritize causal variants; identify credible sets; link GWAS signals to causal genes.

How do I install Tooluniverse Gwas Finemapping in Claude Code?

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

How do I install Tooluniverse Gwas Finemapping in Codex?

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

Can I use Tooluniverse Gwas Finemapping 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-finemapping -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-finemapping, .gemini/skills/tooluniverse-gwas-finemapping, .github/skills/tooluniverse-gwas-finemapping and .opencode/skills/tooluniverse-gwas-finemapping in your project.

What does Tooluniverse Gwas Finemapping need to run?

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

Does Tooluniverse Gwas Finemapping access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Tooluniverse Gwas Finemapping 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 Finemapping use?

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

How many tokens does Tooluniverse Gwas Finemapping use?

About 3k tokens (SKILL.md is roughly 12k 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 Finemapping?

Skills that share tags, products or a category with Tooluniverse Gwas Finemapping: Agile Product Owner (alirezarezvani/claude-skills, 28k stars), Prioritization Framework Advisor (deanpeters/Product-Manager-Skills, 7.2k stars), Strategic Roadmap Planning (deanpeters/Product-Manager-Skills, 7.2k stars) and Idea Validator (aakashg/pm-claude-skills, 112 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tooluniverse Gwas Finemapping?

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.