Pnas Statistics
franklee16/academic-research-skills
A skill your agent uses to enforce PNAS's statistics and reproducibility reporting — n and replication, test choice and assumptions, effect sizes with uncertainty, multiple-comparison control…
Compare GWAS studies, perform meta-analyses, and assess replication across cohorts.
Install Tooluniverse Gwas Study Explorer
$ npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-study-explorer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-study-explorer --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-study-explorer .claude/skills/tooluniverse-gwas-study-explorer && 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-study-explorer" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-study-explorer into .claude/skills/tooluniverse-gwas-study-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-study-explorer", 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-study-explorerType 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-study-explorer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-study-explorer --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-study-explorer .agents/skills/tooluniverse-gwas-study-explorer && 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-study-explorer" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-study-explorer into .agents/skills/tooluniverse-gwas-study-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-study-explorer", 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-study-explorer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-study-explorer --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-study-explorer .cursor/skills/tooluniverse-gwas-study-explorer && 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-study-explorer" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-study-explorer into .cursor/skills/tooluniverse-gwas-study-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-study-explorer", 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-study-explorer--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-study-explorer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wu-yc/LabClaw tooluniverse-gwas-study-explorer --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-study-explorer .gemini/skills/tooluniverse-gwas-study-explorer && 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-study-explorer" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-study-explorer into .gemini/skills/tooluniverse-gwas-study-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-study-explorer", 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-study-explorerInstalls 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-study-explorer -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-study-explorer .github/skills/tooluniverse-gwas-study-explorer && 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-study-explorer" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-study-explorer into .github/skills/tooluniverse-gwas-study-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-study-explorer", 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-study-explorer -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-study-explorer --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-study-explorer .opencode/skills/tooluniverse-gwas-study-explorer && 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-study-explorer" agent skill from https://github.com/wu-yc/LabClaw/tree/main/skills/bio/tooluniverse-gwas-study-explorer into .opencode/skills/tooluniverse-gwas-study-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tooluniverse-gwas-study-explorer", 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-study-explorer- GitHub stars
- 1.1k
- Used in
- 2 other repos
- Token cost
- ~2.9k tokens
- SKILL.md length
- 1,265 words
- Files
- 1
- Skills in repo
- 68
- Repo updated
- First seen
- Licence
- None found
At a glance
Compare GWAS studies, perform meta-analyses, and assess replication across cohorts.
- Works in 4 steps: Comprehensive Trait Analysis → Locus-Specific Meta-Analysis → Replication Analysis → …
- Comparing GWAS studies for a trait
- SKILL.md covers Overview, Use Cases, Statistical Methods and Study Quality Assessment, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Tooluniverse Gwas Study Explorer is an agent skill from wu-yc/LabClaw. Compare GWAS studies, perform meta-analyses, and assess replication across cohorts. Integrates NHGRI-EBI GWAS Catalog and Open Targets Genetics to compare study designs, effect sizes, ancestry diversity, and heterogeneity statistics. Use when comparing GWAS studies for a trait, performing meta-analysis of genetic loci, assessing replication across cohorts, or exploring the genetic architecture of complex diseases.
Its SKILL.md is about 2.9k 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 Databases, covering Statistics, Experimental design and Database administration. The repository describes itself as: LabClaw – Operating Layer for LabOS (Stanford-Princeton AI Co-Scientists).
When your agent uses it
- Comparing GWAS studies for a trait
- Performing meta-analysis of genetic loci
- Assessing replication across cohorts
- Exploring the genetic architecture of complex diseases
Example prompts
- “/tooluniverse-gwas-study-explorer”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Comprehensive Trait Analysis
- Locus-Specific Meta-Analysis
- Replication Analysis
- Multi-Ancestry Comparison
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
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 Study Explorer loads about 2.9k tokens when it runs. Until then it costs about 113 tokens; SKILL.md has 1,265 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 1,265 words (~2,919 tokens).
“Compare GWAS studies, perform meta-analyses, and assess replication across cohorts”
- name
- tooluniverse-gwas-study-explorer
Files
Just SKILL.md in skills/bio/tooluniverse-gwas-study-explorer 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 Study Explorer 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 Study Explorer this skillwu-yc/LabClaw | 1.1k | 2 repos | ~2.9k | Automated safety check: Pass | None | |
| Pnas Statisticsfranklee16/academic-research-skills | 223 | 1 repos | ~1k | Automated safety check: Pass | None | |
| Pnasnexus Statisticsbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Bio Metabolomics Normalization QcGPTomics/bioSkills | 1.2k | 1 repos | ~5k | Automated safety check: Pass | MIT | |
| Jmr Rebuttalfranklee16/academic-research-skills | 223 | 1 repos | ~971 | Automated safety check: Pass | None | |
| Est Study Designfranklee16/academic-research-skills | 223 | 1 repos | ~882 | Automated safety check: Pass | None |
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Related
Categories
Questions about Tooluniverse Gwas Study Explorer
What does Tooluniverse Gwas Study Explorer do?
Compare GWAS studies, perform meta-analyses, and assess replication across cohorts. Tooluniverse Gwas Study Explorer is an agent skill from wu-yc/LabClaw. Compare GWAS studies, perform meta-analyses, and assess replication across cohorts.
When should I use Tooluniverse Gwas Study Explorer?
Tooluniverse Gwas Study Explorer fits situations like: comparing GWAS studies for a trait; performing meta-analysis of genetic loci; assessing replication across cohorts; exploring the genetic architecture of complex diseases.
How do I install Tooluniverse Gwas Study Explorer in Claude Code?
Run `npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-study-explorer -a claude-code`. Or copy the skill folder (skills/bio/tooluniverse-gwas-study-explorer in wu-yc/LabClaw) into .claude/skills/tooluniverse-gwas-study-explorer in your project. Claude Code loads it when a task matches its description.
How do I install Tooluniverse Gwas Study Explorer in Codex?
Run `npx skills add wu-yc/LabClaw --skill tooluniverse-gwas-study-explorer -a codex`. Or copy the skill folder (skills/bio/tooluniverse-gwas-study-explorer in wu-yc/LabClaw) into .agents/skills/tooluniverse-gwas-study-explorer in your project. Codex loads it when a task matches its description.
Can I use Tooluniverse Gwas Study Explorer 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-study-explorer -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-study-explorer, .gemini/skills/tooluniverse-gwas-study-explorer, .github/skills/tooluniverse-gwas-study-explorer and .opencode/skills/tooluniverse-gwas-study-explorer in your project.
What does Tooluniverse Gwas Study Explorer need to run?
SKILL.md names no scripts, command-line tools or credentials: Tooluniverse Gwas Study Explorer is instructions for the agent only.
Does Tooluniverse Gwas Study Explorer 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 Study Explorer 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 Study Explorer use?
No licence was found for Tooluniverse Gwas Study Explorer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Tooluniverse Gwas Study Explorer use?
About 2.9k 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 Study Explorer?
Skills that share tags, products or a category with Tooluniverse Gwas Study Explorer: Pnas Statistics (franklee16/academic-research-skills, 223 stars), Pnasnexus Statistics (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Bio Metabolomics Normalization Qc (GPTomics/bioSkills, 1.2k stars) and Jmr Rebuttal (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tooluniverse Gwas Study Explorer?
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.