tooluniverse-multiomic-disease-characterization

Characterize diseases across multiple molecular layers (genomics, transcriptomics, proteomics, pathways) to provide syst...

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tooluniverse-metabolomics-analysis

Comprehensive analysis of metabolomics data from metabolite identification through quantification, statistical analysis,...

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tooluniverse-multi-omics-integration

Coordinate and integrate multiple omics datasets for comprehensive systems biology analysis. This skill orchestrates spe...

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tooluniverse-literature-deep-research

A systematic approach to comprehensive literature research that starts with target disambiguation to prevent missing det...

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tooluniverse-infectious-disease

Rapid response system for emerging pathogens using taxonomy analysis, target identification, structure prediction, and c...

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tooluniverse-immunotherapy-response-prediction

Predict patient response to immune checkpoint inhibitors (ICIs) using multi-biomarker integration. Transforms a patient ...

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tooluniverse-immune-repertoire-analysis

Comprehensive skill for analyzing T-cell receptor (TCR) and B-cell receptor (BCR) repertoire sequencing data to characte...

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tooluniverse-image-analysis

Production-ready skill for analyzing microscopy-derived measurement data using pandas, numpy, scipy, statsmodels, and sc...

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tooluniverse-gwas-trait-to-gene

Discover genes associated with diseases and traits using genome-wide association studies (GWAS) This skill enables syste...

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tooluniverse-gwas-study-explorer

Compare GWAS studies, perform meta-analyses, and assess replication across cohorts --- The GWAS Study Deep Dive & Meta-A...

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tooluniverse-gwas-snp-interpretation

Interpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple sources to provide comprehensi...

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tooluniverse-gwas-finemapping

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

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tooluniverse-gwas-drug-discovery

Transform genome-wide association studies (GWAS) into actionable drug targets and repurposing opportunities. This skill ...

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tooluniverse-gene-enrichment

Perform comprehensive gene enrichment analysis including Gene Ontology (GO), KEGG, Reactome, WikiPathways, and MSigDB en...

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tooluniverse-expression-data-retrieval

Retrieve gene expression experiments and multi-omics datasets with proper disambiguation and quality assessment. IMPORTA...

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tooluniverse-drug-drug-interaction

Systematic analysis of drug-drug interactions with evidence-based risk scoring, mechanism identification, and clinical m...

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tooluniverse-disease-research

Generate a comprehensive, detailed disease research report with full source citations. The report is created as a markdo...

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tooluniverse-crispr-screen-analysis

Comprehensive skill for analyzing CRISPR-Cas9 genetic screens to identify essential genes, synthetic lethal interactions...

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tooluniverse-clinical-trial-design

Systematically assess clinical trial feasibility by analyzing 6 research dimensions. Produces comprehensive feasibility ...

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tooluniverse-chemical-compound-retrieval

Retrieve comprehensive chemical compound data with proper disambiguation and cross-database validation. IMPORTANT: Alway...

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tooluniverse-binder-discovery

Systematic discovery of novel small molecule binders using 60+ ToolUniverse tools across druggability assessment, known ...

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tooluniverse-antibody-engineering

AI-guided antibody optimization pipeline from preclinical lead to clinical candidate. Covers sequence humanization, stru...

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tooluniverse-adverse-event-detection

Automated pipeline for detecting, quantifying, and contextualizing adverse drug event signals using FAERS disproportiona...

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timesfm-forecasting

TimesFM (Time Series Foundation Model) is a pretrained decoder-only foundation model developed by Google Research for ti...

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