Data Science & ML Agent Skills

Astropy Astronomical Analysis

Facilitates advanced astronomical research and data processing through Python-based coordinate transforms, FITS manipulation, and cosmological modeling.

ArXiv Research Search

Searches the arXiv preprint repository for scholarly articles in computer science, physics, mathematics, and quantitative biology.

Arboreto GRN Inference

Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.

ClinVar Database Integration

Queries and interprets NCBI ClinVar data to evaluate human genetic variant pathogenicity and clinical significance for genomic medicine.

Molfeat Molecular Featurization

Standardizes and automates molecular featurization to convert chemical structures into machine-learning-ready numerical representations.

Arboreto GRN Inference

Infers large-scale gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.

Benchling Integration

Integrates Benchling’s R&D platform with Claude to automate life sciences workflows, manage biological registries, and streamline lab data operations.

FluidSim CFD Simulation

Simplifies high-performance computational fluid dynamics (CFD) simulations and analysis using Python and pseudospectral methods.

DNAnexus Genomics Integration

Develops, deploys, and manages genomics pipelines and biomedical data on the DNAnexus cloud platform.

Financial Statement Analyzer

Calculates and interprets key financial ratios from corporate data to provide deep investment and performance insights.

Arboreto Gene Regulatory Network Inference

Infers gene regulatory networks from transcriptomics data using scalable gradient boosting and random forest algorithms.

Astropy Mastery

Streamlines astronomical data analysis and astrophysical calculations using the core Astropy Python library.

Financial Modeling Suite

Generates sophisticated financial models including DCF analysis, Monte Carlo simulations, and sensitivity testing for investment decision-making.

Model Registry Maintainer

Manages AI model configurations, pricing, and capabilities within backend registries for LLM-powered applications.

Financial Statement & Ratio Analyzer

Calculates and interprets key financial ratios from corporate statements to streamline investment analysis and performance benchmarking.

ClinicalTrials.gov Search & Analytics

Queries the ClinicalTrials.gov API v2 to search for trials, analyze research trends, and extract detailed study data.

Moon Dev AI Trading Agents

Orchestrates a fleet of over 48 specialized AI agents to automate cryptocurrency trading, market analysis, and backtesting across multiple exchanges.

AgentDB Vector Search

Implement high-performance semantic vector search and intelligent document retrieval using AgentDB optimized HNSW indexing and quantization.

ClinicalTrials.gov Database Navigator

Queries the ClinicalTrials.gov API v2 to search, filter, and extract global clinical study data for medical research and patient matching.

AI Multimodal Processing

Processes and generates audio, video, images, and complex documents using Google Gemini's advanced multimodal API capabilities.

Financial Statement Analysis

Calculates and interprets comprehensive financial ratios from balance sheets and income statements to provide actionable investment insights.

Moon Dev AI Trading Agents

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

ClinicalTrials.gov Database Connector

Queries the ClinicalTrials.gov API v2 to search, retrieve, and analyze clinical trial data for research and patient matching.

OpenAlex Academic Database

Queries and analyzes over 240 million scholarly works, authors, and institutions via the OpenAlex API.

AgentDB Vector Search

Implement high-performance semantic search and vector storage for intelligent document retrieval and RAG systems.

Financial Statement Analyzer

Calculates and interprets comprehensive financial ratios from statement data to facilitate deep investment analysis and performance benchmarking.

Biomni Biomedical Agent

Executes complex autonomous biomedical research tasks including genomics, drug discovery, and clinical data analysis.

Scanpy Single-Cell Analysis

Performs comprehensive single-cell RNA-seq analysis including quality control, clustering, and cell type annotation using the Scanpy framework.

DrugBank Database Analysis

Provides programmatic access and comprehensive analysis of the DrugBank database for pharmaceutical research and bioinformatics workflows.

AgentDB Memory Patterns

Implements high-performance persistent memory and context management for AI agents using AgentDB.