Data Science & ML Agent Skills
Discover Agent Skills for data science & ml. Browse 53skills for Claude, ChatGPT & Codex.
ClinicalTrials.gov Search & Analytics
Facilitates programmatic access to the ClinicalTrials.gov API v2 for advanced trial discovery, patient matching, and medical research data extraction.
LabArchives Integration
Automates electronic lab notebook workflows by providing programmatic access to LabArchives for research data management and documentation.
Scientific Research Brainstorming
Facilitates creative scientific problem-solving by generating hypotheses and exploring interdisciplinary connections as a research ideation partner.
PyDESeq2 Gene Expression Analysis
Performs automated differential gene expression analysis on bulk RNA-seq data using the PyDESeq2 framework.
Scientific Hypothesis Generation
Generates testable, evidence-based scientific hypotheses and structured experimental designs to accelerate autonomous discovery.
GWAS Database (NHGRI-EBI)
Queries the NHGRI-EBI GWAS Catalog to retrieve genetic variant associations, study metadata, and polygenic risk score data.
AlphaFold Protein Structure Database
Access and analyze over 200 million AI-predicted protein structures for structural biology and computational drug discovery.
bioRxiv Research Database
Searches and retrieves life sciences preprints from the bioRxiv database by keywords, authors, and categories.
Metabolomics Workbench Database
Accesses NIH Metabolomics Workbench to query over 4,200 studies, metabolite structures, and standardized biochemical nomenclature.
ENA Genomics Data Access
Access and retrieve comprehensive nucleotide sequence data and metadata from the European Nucleotide Archive (ENA).
PubMed Database Access
Enables advanced searching and programmatic retrieval of biomedical literature from the PubMed database using E-utilities and MeSH terms.
Scientific Critical Thinking
Evaluates scientific research rigor, methodology, and statistical validity using evidence-based frameworks like GRADE and Cochrane.
Ensembl Genomic Database Integration
Accesses and queries the Ensembl REST API for genomic research, gene annotation, and variant analysis across 250+ species.
Scholar Evaluation
Evaluates scholarly research papers and proposals using the peer-reviewed ScholarEval framework to ensure scientific rigor and publication readiness.
scvi-tools Single-Cell Analysis
Analyzes single-cell omics data using deep generative models for batch correction, multi-omic integration, and probabilistic modeling.
PathML Computational Pathology
Analyzes whole-slide images and multiparametric imaging data for advanced computational pathology and machine learning workflows.
Open Targets Database
Queries the Open Targets Platform to identify and prioritize therapeutic drug targets using genetic, omic, and clinical evidence.
MarkItDown File Converter
Converts diverse file formats including PDF, Word, and Excel into token-efficient Markdown for seamless LLM processing.
Therapeutics Data Commons (PyTDC)
Provides AI-ready datasets and benchmarks for therapeutic machine learning and drug discovery tasks.
COBRApy Metabolic Modeling
Performs constraint-based reconstruction and analysis of metabolic models for systems biology and metabolic engineering.
PubChem Chemical Database
Interfaces with the world's largest chemical database to search, retrieve, and analyze molecular data and bioactivity.
Advanced PDF Processing
Manipulates, extracts, and generates PDF documents using specialized Python libraries and command-line tools for automated document workflows.
DrugBank Database Analysis
Integrates comprehensive pharmaceutical data from DrugBank for drug discovery, pharmacology research, and safety analysis.
Pysam Genomic Toolkit
Manipulates genomic datasets by reading and writing SAM, BAM, CRAM, VCF, and FASTA files using a Pythonic interface.
Scientific Tool Universe
Accesses and orchestrates over 600 scientific tools and databases for bioinformatics, drug discovery, and life sciences research workflows.
Senior Computer Vision
Implements production-grade computer vision systems including object detection, segmentation, and real-time video processing using industry-standard frameworks like PyTorch and OpenCV.
Senior Prompt Engineer
Optimizes LLM performance and designs production-grade agentic systems using advanced prompt engineering patterns and evaluation frameworks.
Senior Data Scientist
Provides expert guidance on statistical modeling, causal inference, and production-grade machine learning systems to drive data-driven decision-making.
Senior ML Engineer
Productionizes machine learning models and builds scalable MLOps systems using industry-leading frameworks and best practices.
Tool Creator
Automates the generation of standardized Agent-as-a-Tool and function-based tools for the Strands SDK agent system.
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