Data Science & ML Agent Skills

LatchBio Integration

Builds and deploys serverless bioinformatics workflows on the Latch platform using Python-native SDKs.

ClinicalTrials.gov Explorer

Queries the ClinicalTrials.gov API v2 to search, filter, and export detailed clinical study data for research and patient matching.

BioRxiv Preprint Research Tool

Searches and retrieves life sciences preprints from the bioRxiv database with advanced filtering and PDF download capabilities.

COSMIC Cancer Genomics

Accesses and queries the world's largest database of somatic mutations and curated cancer genes for research and precision oncology.

LangGraph Builder

Constructs sophisticated, stateful AI agent workflows and graph-based logic using LangGraph best practices.

COSMIC Cancer Mutation Database

Accesses the world's largest database of somatic mutations for cancer research and precision oncology data analysis.

DNAnexus Integration

Integrates Claude with the DNAnexus platform to develop genomics apps, manage sequencing data, and orchestrate bioinformatics pipelines.

Multi-Provider LLM Integration

Integrates multiple LLM providers using isolated interfaces and normalized data structures for consistent AI implementation.

Pymatgen Materials Genomics

Streamlines materials science research by providing advanced tools for crystal structure manipulation, phase diagram construction, and electronic structure analysis.

Cosmic Cancer Mutation Database

Accesses and integrates the world's largest somatic mutation database for cancer genomics and precision oncology research.

NLP Text Analyzer

Performs advanced natural language processing to extract insights, sentiment, and key topics from text data.

Moon Dev AI Trading Agents

Orchestrates a fleet of over 48 specialized AI agents for autonomous cryptocurrency trading, market analysis, and risk management across multiple exchanges.

Cosmic Cancer Database Integration

Streamlines access to the COSMIC database for retrieving somatic mutations, cancer gene census lists, and mutational signatures for oncology research.

Moon Dev Trading Agents

Orchestrates over 48 specialized AI agents for autonomous cryptocurrency trading and market analysis across multiple decentralized exchanges.

OpenAlex Academic Database

Query and analyze over 240 million scholarly works using the OpenAlex open academic database.

ADK Real-Time Streaming Patterns

Configures Google ADK bidirectional streaming to build low-latency, multimodal AI agents with real-time voice and video capabilities.

Time Series Forecaster

Automates complex time-series forecasting pipelines including trend analysis, seasonality detection, and multi-model predictions.

Model Registry Maintainer

Maintains and updates LLM model registries, pricing structures, and context window limits across backend configuration files.

FlowIO FCS File Handler

Parses and manages Flow Cytometry Standard (FCS) files to extract event data as NumPy arrays and handle complex metadata.

Financial Modeling Suite

Builds professional-grade financial models including DCF analysis, Monte Carlo simulations, and multi-scenario investment projections.

AutoML Optimizer

Automates hyperparameter tuning and model selection using intelligent search strategies like Bayesian optimization.

Scanpy Single-Cell Analysis

Analyzes single-cell RNA-seq data using Python for quality control, clustering, and cell type annotation.

AgentDB Vector Search

Implements ultra-fast semantic vector search and HNSW indexing for high-performance RAG systems and intelligent document retrieval.

Denario Scientific Research Assistant

Automates end-to-end scientific research workflows from initial data analysis to publication-ready LaTeX manuscripts.

Denario Scientific Research Agent

Automates the end-to-end scientific research lifecycle from data analysis and hypothesis generation to publication-ready LaTeX manuscripts.

STC Methodology Expert

Provides expert methodological guidance and implementation patterns for conducting rigorous Simulated Treatment Comparisons (STC) in clinical trial analysis.

LLM Evaluation Suite

Implements robust evaluation frameworks for Large Language Model applications using automated metrics, human feedback, and statistical testing.

DNAnexus Genomics Platform Integration

Integrates Claude with the DNAnexus cloud genomics platform to develop bioinformatics apps, manage sequencing data, and orchestrate analysis workflows.

Biomni Biomedical AI Agent

Automates complex biomedical research tasks including genomics analysis, drug discovery, and CRISPR screening using integrated data and code execution.

ML Pipeline & MLOps Workflow

Orchestrates end-to-end MLOps pipelines from data preparation and model training to production deployment and monitoring.