Biomedical Analysis Dispatch
xjtulyc/MedgeClaw
Routes bioinformatics, drug discovery, clinical and multi-omics tasks from a chat interface to Claude Code sessions running K-Dense scientific skills, with a live dashboard per task.
Transform GWAS signals into actionable drug targets and repurposing opportunities.
Install Tooluniverse Gwas Drug Discovery
$ npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-drug-discovery -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-drug-discovery --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-drug-discovery .claude/skills/tooluniverse-gwas-drug-discovery && rm -rf skills-srcUse ~/.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/
Install the "tooluniverse-gwas-drug-discovery" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-drug-discovery into .claude/skills/tooluniverse-gwas-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-drug-discovery", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-drug-discoveryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-drug-discovery -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-drug-discovery --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/bio/tooluniverse-gwas-drug-discovery .agents/skills/tooluniverse-gwas-drug-discovery && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tooluniverse-gwas-drug-discovery" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-drug-discovery into .agents/skills/tooluniverse-gwas-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-drug-discovery", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-drug-discovery -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-drug-discovery --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/bio/tooluniverse-gwas-drug-discovery .cursor/skills/tooluniverse-gwas-drug-discovery && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tooluniverse-gwas-drug-discovery" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-drug-discovery into .cursor/skills/tooluniverse-gwas-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-drug-discovery", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wu-yc/LabClaw.git --path skills/bio/tooluniverse-gwas-drug-discovery--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-drug-discovery -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-drug-discovery --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/bio/tooluniverse-gwas-drug-discovery .gemini/skills/tooluniverse-gwas-drug-discovery && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tooluniverse-gwas-drug-discovery" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-drug-discovery into .gemini/skills/tooluniverse-gwas-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-drug-discovery", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-drug-discoveryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-drug-discovery -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/bio/tooluniverse-gwas-drug-discovery .github/skills/tooluniverse-gwas-drug-discovery && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tooluniverse-gwas-drug-discovery" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-drug-discovery into .github/skills/tooluniverse-gwas-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-drug-discovery", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-drug-discovery -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-drug-discovery --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wu-yc/LabClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/bio/tooluniverse-gwas-drug-discovery .opencode/skills/tooluniverse-gwas-drug-discovery && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tooluniverse-gwas-drug-discovery" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-drug-discovery into .opencode/skills/tooluniverse-gwas-drug-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-drug-discovery", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
tooluniverse-gwas-drug-discovery- GitHub stars
- 1.1k
- Used in
- 2 other repos
- Token cost
- ~4.7k tokens
- SKILL.md length
- 1,928 words
- Files
- 1
- Skills in repo
- 68
- Repo updated
- First seen
- Licence
- None found
At a glance
Transform GWAS signals into actionable drug targets and repurposing opportunities.
- Works in 12 steps: GWAS Evidence Strength → Druggability Criteria → Target Prioritization Framework → …
- Discovering drug targets from GWAS data
- SKILL.md covers Overview, Core Concepts, Workflow Steps and Use Cases, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Tooluniverse Gwas Drug Discovery is an agent skill from wu-yc/LabClaw. Transform GWAS signals into actionable drug targets and repurposing opportunities. Performs locus-to-gene mapping, target druggability assessment, existing drug identification, safety profile evaluation, and clinical trial matching. Use when discovering drug targets from GWAS data, finding drug repurposing opportunities from genetic associations, or translating GWAS findings into therapeutic leads.
Its SKILL.md is about 4.7k 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, covering Content repurposing, Drug discovery and cheminformatics and Translation. The repository describes itself as: LabClaw – Operating Layer for LabOS (Stanford-Princeton AI Co-Scientists).
When your agent uses it
- Discovering drug targets from GWAS data
- Finding drug repurposing opportunities from genetic associations
- Translating GWAS findings into therapeutic leads
Example prompts
- “/tooluniverse-gwas-drug-discovery”
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- GWAS Evidence Strength
- Druggability Criteria
- Target Prioritization Framework
- Drug Repurposing Logic
- GWAS Gene Discovery
- Druggability Assessment
- Target Prioritization
- Existing Drug Search
- Clinical Evidence
- Repurposing Opportunities
- Multi-Ancestry GWAS
- Functional Validation
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.
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.ukgenetics.opentargets.orgphenoscanner.medschl.cam.ac.ukgo.drugbank.comdgidb.orgplatform.opentargets.orgpharos.nih.govclinicaltrials.govlabels.fda.gov
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 Drug Discovery loads about 4.7k tokens when it runs. Until then it costs about 109 tokens; SKILL.md has 1,928 words of instructions outside code blocks.
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 1,928 words (~4,728 tokens).
“Transform genome-wide association studies (GWAS) into actionable drug targets and repurposing opportunities.”
- name
- tooluniverse-gwas-drug-discovery
Files
Just SKILL.md in skills/bio/tooluniverse-gwas-drug-discovery 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 Drug Discovery 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tooluniverse Gwas Drug Discovery this skillwu-yc/LabClaw | 1.1k | 2 repos | ~4.7k | Automated safety check: Pass | None | |
| Biomedical Analysis Dispatchxjtulyc/MedgeClaw | 617 | 1 repos | ~2k | Automated safety check: Pass | None | |
| Drug Researchlamm-mit/scienceclaw | 246 | 3 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Hcls Build Agentaws-samples/amazon-bedrock-agents-healthcare-lifesciences | 274 | — | ~885 | Automated safety check: Pass | MIT-0 | |
| Medical Research ToolkitFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~2.4k | Automated safety check: Pass | None | |
| Hcls Get Startedaws-samples/amazon-bedrock-agents-healthcare-lifesciences | 274 | — | ~607 | Automated safety check: Pass | MIT-0 |
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DrugClaw/DrugClaw
Query public drug-discovery and translational-research databases including PubChem, ChEMBL, BindingDB, openFDA, ClinicalTrials.gov, and OpenAlex.
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Related
Categories
Questions about Tooluniverse Gwas Drug Discovery
What does Tooluniverse Gwas Drug Discovery do?
Transform GWAS signals into actionable drug targets and repurposing opportunities. Tooluniverse Gwas Drug Discovery is an agent skill from wu-yc/LabClaw. Transform GWAS signals into actionable drug targets and repurposing opportunities.
When should I use Tooluniverse Gwas Drug Discovery?
Tooluniverse Gwas Drug Discovery fits situations like: discovering drug targets from GWAS data; finding drug repurposing opportunities from genetic associations; translating GWAS findings into therapeutic leads.
How do I install Tooluniverse Gwas Drug Discovery in Claude Code?
Run `npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-drug-discovery -a claude-code`. Or copy the skill folder (skills/bio/tooluniverse-gwas-drug-discovery in wu-yc/LabClaw) into .claude/skills/tooluniverse-gwas-drug-discovery in your project. Claude Code loads it when a task matches its description.
How do I install Tooluniverse Gwas Drug Discovery in Codex?
Run `npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-drug-discovery -a codex`. Or copy the skill folder (skills/bio/tooluniverse-gwas-drug-discovery in wu-yc/LabClaw) into .agents/skills/tooluniverse-gwas-drug-discovery in your project. Codex loads it when a task matches its description.
Can I use Tooluniverse Gwas Drug Discovery 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-drug-discovery -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-drug-discovery, .gemini/skills/tooluniverse-gwas-drug-discovery, .github/skills/tooluniverse-gwas-drug-discovery and .opencode/skills/tooluniverse-gwas-drug-discovery in your project.
What does Tooluniverse Gwas Drug Discovery need to run?
SKILL.md names no scripts, command-line tools or credentials: Tooluniverse Gwas Drug Discovery is instructions for the agent only.
Does Tooluniverse Gwas Drug Discovery access the network?
SKILL.md names 9 domains. As links in the text: ebi.ac.uk, genetics.opentargets.org, phenoscanner.medschl.cam.ac.uk, go.drugbank.com, dgidb.org, platform.opentargets.org, pharos.nih.gov, clinicaltrials.gov and labels.fda.gov. This is read from the text; nothing was executed.
Is Tooluniverse Gwas Drug Discovery 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 Drug Discovery use?
No licence was found for Tooluniverse Gwas Drug Discovery or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Tooluniverse Gwas Drug Discovery use?
About 4.7k tokens (SKILL.md is roughly 19k 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 Drug Discovery?
Skills that share tags, products or a category with Tooluniverse Gwas Drug Discovery: Biomedical Analysis Dispatch (xjtulyc/MedgeClaw, 617 stars), Drug Research (lamm-mit/scienceclaw, 246 stars), Hcls Build Agent (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars) and Medical Research Toolkit (FreedomIntelligence/OpenClaw-Medical-Skills, 3.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tooluniverse Gwas Drug Discovery?
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.