Data Science & ML Agent Skills

FLUX AI Image Generation

Generates high-quality images using FLUX models via the inference.sh CLI directly within your development environment.

ClawRouter

Reduces LLM inference costs by intelligently routing requests to the most cost-effective models across five major providers.

Advanced Research Paper Search

Conducts precise academic and scientific research paper searches using Exa's advanced filtering and neural search capabilities.

Research Multi-Agent Orchestrator

Orchestrates parallel scientist agents to perform deep, multi-stage research and synthesis within codebases and documentation.

Open Targets Database

Queries the Open Targets Platform to identify therapeutic drug targets and analyze disease-target associations using human genetics and omics data.

STRING Database Analysis

Accesses and analyzes protein-protein interaction networks and functional enrichment data using the STRING API.

ZINC Chemical Database

Accesses the ZINC database of 230M+ purchasable compounds for virtual screening, drug discovery, and molecular docking studies.

PyTorch Geometric (PyG) Graph Learning

Develop and train Graph Neural Networks using PyTorch Geometric for node classification, link prediction, and molecular modeling.

Ensembl Genome Database Access

Facilitates automated queries to the Ensembl REST API for gene annotation, sequence retrieval, and comparative genomic analysis across 250+ species.

NCBI GEO Genomics Assistant

Accesses and processes NCBI Gene Expression Omnibus (GEO) data for transcriptomics and functional genomics research.

HMDB Scientific Database

Accesses the Human Metabolome Database to retrieve chemical, clinical, and spectroscopic data for over 220,000 metabolites.

NCBI Gene Database

Queries and retrieves comprehensive genomic data from NCBI Gene using E-utilities and Datasets APIs for scientific analysis.

KEGG Database Connector

Facilitates direct REST API access to the Kyoto Encyclopedia of Genes and Genomes for biological pathway analysis and molecular mapping.

Scientific Visualization

Generates publication-quality scientific figures and multi-panel layouts using Python libraries while adhering to journal-specific standards.

Reactome Database

Facilitates systems biology research by querying the Reactome REST API for pathway analysis, gene mapping, and molecular interactions.

PyOpenMS Mass Spectrometry Analysis

Analyzes mass spectrometry data using Python bindings for OpenMS to process complex proteomics and metabolomics workflows.

European Nucleotide Archive (ENA) Database Access

Accesses the European Nucleotide Archive (ENA) to retrieve DNA/RNA sequences, raw reads, and genome assemblies for bioinformatics pipelines.

PyTDC Therapeutics AI

Facilitates drug discovery and therapeutic machine learning with curated datasets, ADMET benchmarks, and molecular optimization oracles.

COSMIC Cancer Genomics

Accesses and queries the Catalogue of Somatic Mutations in Cancer (COSMIC) to retrieve high-quality genomic data for precision oncology and cancer research.

AlphaFold Database Tools

Accesses and analyzes over 200 million AI-predicted protein structures for bioinformatics and structural biology research.

ChEMBL Database & Drug Discovery

Queries the ChEMBL database to retrieve bioactive molecule data, drug targets, and bioactivity measurements for medicinal chemistry.

BRENDA Enzyme Database

Accesses the comprehensive BRENDA enzyme database to retrieve kinetic parameters, biochemical reactions, and metabolic pathway data.

Metabolomics Workbench Database

Accesses the NIH Metabolomics Workbench API to retrieve metabolite structures, study metadata, and standardized chemical nomenclature for biomarker discovery.

PubChem Database Explorer

Queries the PubChem database to retrieve chemical properties, perform structure searches, and access bioactivity data for over 110 million compounds.

Scikit-Learn ML Framework

Implements professional machine learning workflows in Python including classification, regression, clustering, and data preprocessing.

Clinical Decision Support Documenter

Generates publication-ready clinical decision support documents and biomarker-stratified cohort analyses for pharmaceutical and clinical research.

Market Research Reports

Generates 50+ page, consulting-grade market research reports with professional LaTeX formatting and data-driven strategic frameworks.

LabArchives Integration

Automates electronic lab notebook management through the LabArchives REST API for research documentation, data backups, and tool integration.

PDB Structural Biology & Drug Discovery

Accesses and analyzes RCSB Protein Data Bank (PDB) structures, metadata, and 3D coordinates for structural biology and drug discovery research.

ClinPGx Pharmacogenomics Database

Accesses comprehensive pharmacogenomics data including gene-drug interactions, CPIC guidelines, and allele functions for precision medicine.