Epidemiologists

Randomization Gen

Generate block randomization lists for RCTs

openclaw4.2k

Systematic Review Screener

Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.

openclaw4.2k

Tpmi Phewas Skill

Fetch compact TPMI PheWAS summaries for single variants by accepting rsID, GRCh37, or GRCh38 input and resolving to the required GRCh38 query. Use when a user wants concise TPMI association results for one variant

openai853

Genebass Gene Burden Skill

Submit compact Genebass gene burden requests for one Ensembl gene ID and one burden set. Use when a user wants concise Genebass PheWAS summaries

openai853

Biobankjapan Phewas Skill

Fetch compact BioBank Japan PheWAS summaries for single variants by accepting rsID, GRCh38, or GRCh37 input and resolving to the required GRCh37 query. Use when a user wants concise BBJ association results for one variant

openai853

Mendelian Randomisation

Two-sample Mendelian Randomisation from GWAS summary statistics with IVW, MR-Egger, weighted median/mode, and full sensitivity analysis (Cochran Q, Egger intercept, Steiger, F-statistic, leave-one-out).

ClawBio724

데이터 엔지니어링

Systematic Review

Orchestrates a systematic review and meta-analysis workflow following PRISMA 2020 guidelines, from protocol development through multi-database search, screening, data extraction, and evidence synthesis. Use when conducting evidence-based reviews, meta-analyses, or scoping reviews. NOT for single-study analysis or narrative literature surveys.

beita6969583

Epidemiology

Performs epidemiological analyses including disease modeling (SIR/SEIR), outbreak investigation, risk factor identification, incidence/prevalence estimation, and causal inference from observational data; trigger when users discuss disease spread, public health data, or population-level health patterns.

beita6969583

Meta Analysis Engine

Skill for conducting meta-analyses of research findings

a5c-ai575

Bio Epidemiological Genomics Transmission Inference

Infer pathogen transmission networks and identify likely transmission pairs using TransPhylo and outbreak reconstruction algorithms. Estimate who-infected-whom from genomic and epidemiological data. Use when investigating outbreak transmission chains or identifying superspreaders.

GPTomics506

예술 및 공예

Skill Epidemiology Research

Research skill for epidemiology and study design

benbrastmckie437

Skill Epi Research

Research skill for epidemiology study design and analysis planning. Invoke for epi/epi:study research tasks.

benbrastmckie437

디버깅

Infectious Disease Analysis

Infectious Disease Analysis - Analyze infectious disease: virus data, taxonomy, antimicrobial drugs, and resistance literature. Use this skill for infectious disease tasks involving get virus dataset report get taxonomy get mechanism of action by drug name pubmed search. Combines 4 tools from 3 SCP server(s).

지식 베이스

Disease Knowledge Graph

Disease Knowledge Graph - Build disease knowledge graph: OpenTargets targets, drugs, publications, and phenotypes. Use this skill for disease informatics tasks involving get associated targets by disease efoId get associated drugs by target name get publications by drug name get associated phenotypes by disease efoId. Combines 4 tools from 1 SCP server(s).

One Health Analysis

One Health Pathogen Analysis - One Health analysis: pathogen genome, cross-species gene comparison, antimicrobial drugs, and environmental context. Use this skill for one health tasks involving get genome dataset report by taxon get homology symbol get mechanism of action by drug name tavily search get taxonomy. Combines 5 tools from 4 SCP server(s).

디버깅

Phenotype By Hpo Id

Retrieve phenotype information from Monarch Initiative using HPO (Human Phenotype Ontology) IDs to understand disease manifestations.

Meta Analysis Execution

Perform meta-analysis on scientific studies to synthesize research findings and generate comprehensive reports with statistical summaries.

Rare Disease Genetics

Rare Disease Genetic Analysis - Analyze rare disease genetics: Monarch phenotype-disease mapping, ClinVar variants, NCBI gene data, and OpenTargets. Use this skill for rare disease genetics tasks involving get HPO ID by phenotype get joint associated diseases by HPO ID list clinvar search get associated targets by disease efoId. Combines 4 tools from 3 SCP server(s).

Variant Pathogenicity

Variant Pathogenicity Assessment - Assess variant pathogenicity: Ensembl VEP prediction, ClinVar lookup, variation details, and gene phenotype associations. Use this skill for clinical genetics tasks involving get vep hgvs clinvar search get variation get phenotype gene. Combines 4 tools from 2 SCP server(s).

Gene-Disease Association Analysis

Gene-Disease Association Analysis - Analyze gene-disease associations: NCBI gene metadata, OpenTargets disease associations, TCGA expression, and Monarch phenotypes. Use this skill for medical genetics tasks involving get gene metadata by gene name get associated targets by disease efoId get gene expression across cancers get joint associated diseases by HPO ID list. Combines 4 tools from 4 SCP server(s).

Health Condition Factor Analysis With Citations

Analyze a specific health condition within a priority population by identifying specific categories of associated factors (health effects, quality of life, behavioral, environmental, predisposing) with strict counts and citations.

ECNU-ICALK333

Public Health Advocacy Presentation Creator

Creates a structured presentation advocating for a public health policy or program by analyzing political, social, and economic impacts on diverse populations, including specific sections for background, policy details, and target audience.

ECNU-ICALK333

Scientific Research on Complementary Feeding Recommendations

Conducts thorough, scientific research on health topics (specifically complementary feeding) by aggregating guidelines from national, continental, and worldwide health bodies. Ensures sources are stable, up-to-date, and from reputable public institutions across Europe, ASEAN, and other regions, providing a detailed report with footnotes.

ECNU-ICALK333

Epidemiology Guide

Epidemiological study designs, measures of association, and public health ana...

wentorai199

Pandemic Preparedness

Pandemic Preparedness Analysis - Pandemic analysis: virus genome, taxonomy, drug candidates, and literature intelligence. Use this skill for public health tasks involving get virus dataset report get virus by taxon genome get mechanism of action by drug name tavily search search literature. Combines 5 tools from 4 SCP server(s).

InternScience157

Scientific Critical Thinking

Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review writing use peer-review.

InternScience157

디버깅

Infectious Disease Analysis

Infectious Disease Analysis - Analyze infectious disease: virus data, taxonomy, antimicrobial drugs, and resistance literature. Use this skill for infectious disease tasks involving get virus dataset report get taxonomy get mechanism of action by drug name pubmed search. Combines 4 tools from 3 SCP server(s).

InternScience157

Evidence Level Ranker

Ranks papers by evidence strength and methodological quality so literature can be compared and prioritized for citation without confusing design labels, validation depth, and actual reliability.

aipoch140