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tooluniverse-gwas-finemapping

tooluniverse-gwas-finemapping is a skill for Claude Code, Codex from vitaclaw/vitaclaw. It costs 84 tokens per session (3,054 once invoked), scanned A, original, no licence file.

A method for narrowing a region found in a GWAS, a study that links genetic differences with traits or diseases, to the variants most likely causing the association. It also connects those variants to possible genes and suggests ways to validate them.

In plain words
What is it for?
Use it to rank likely causal variants, connect them to genes, assess their functional effects, and plan follow-up experiments.
Why use it?
GWAS results often contain many nearby linked variants, making the actual causal change difficult to identify.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 23repo 5mo ago A scan 84 tokens no licence

Good fit Use it to rank likely causal variants, connect them to genes, assess their functional effects, and plan follow-up experiments.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/vitaclaw/vitaclaw/tooluniverse-gwas-finemapping
View source ↗ vitaclaw/vitaclaw
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add vitaclaw/vitaclaw --skill tooluniverse-gwas-finemapping
Clone the repo
git clone --depth 1 https://github.com/vitaclaw/vitaclaw

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for tooluniverse-gwas-finemapping

README.md
[![agentmods](https://agentmods.dev/badge/skills/vitaclaw/vitaclaw/tooluniverse-gwas-finemapping/github.svg)](https://agentmods.dev/skills/vitaclaw/vitaclaw/tooluniverse-gwas-finemapping)
Your own site
<a href="https://agentmods.dev/skills/vitaclaw/vitaclaw/tooluniverse-gwas-finemapping"><img src="https://agentmods.dev/badge/skills/vitaclaw/vitaclaw/tooluniverse-gwas-finemapping/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for tooluniverse-gwas-finemapping

Your own site · 80×15
<a href="https://agentmods.dev/skills/vitaclaw/vitaclaw/tooluniverse-gwas-finemapping"><img src="https://agentmods.dev/badge/skills/vitaclaw/vitaclaw/tooluniverse-gwas-finemapping.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 84 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,054 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00084 $0.03054
Opus 5.5 $0.00034 $0.01222
Sonnet 5.5 $0.00017 $0.00611
Haiku 4.5 $0.00008 $0.00305

Measured 2mo ago against content hash 58b26af8cd5c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

tooluniverse-gwas-finemapping scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (python_implementation.py, test_skill_comprehensive.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/tooluniverse-gwas-finemapping/SKILL.md · 310 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 310 lines · 84 tokens per session scan A 58b26af8cd5c

Subscribe to this mod's changes

tooluniverse-gwas-finemapping is a skill published in the GitHub repository vitaclaw/vitaclaw (23 stars, last pushed 5mo ago), with no licence file. It adds 84 tokens to every session and 3,054 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

ResearchScientific
Related

tooluniverse-gwas-finemapping compared with skills from other repositories

tooluniverse-gwas-finemapping next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
tooluniverse-gwas-finemappingvitaclaw/vitaclawSkill235mo agononeA84Claude Code, Codex
instrument-data-to-allotropeanthropics/knowledge-work-pluginsSkill35k2d agoApache-2.0A123Claude Code
exploratory-data-analysisK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA83Claude Code
matlabK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA44Claude Code
phylogeneticsK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA71Claude Code, Codex
research-engineerdavila7/claude-code-templatesSkill33kyesterdayMITA43Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmedSkill5.8kyesterdayApache-2.0A205Claude Code