Data Science & ML Agent Skills

SimPy Simulation Engine

Builds process-based discrete-event simulations in Python for modeling complex systems like logistics, manufacturing, and networks.

Biomni Biomedical AI Agent

Executes complex autonomous research tasks across genomics, drug discovery, and clinical analysis using integrated biomedical databases.

ENA Bioinformatics Database

Accesses the European Nucleotide Archive (ENA) to retrieve genomic sequences, raw reads, and metadata for bioinformatics pipelines.

Cirq Quantum Computing

Builds, simulates, and executes quantum circuits using Google’s open-source framework for NISQ-era quantum computers.

arXiv Search

Searches the arXiv preprint repository for scholarly articles across various scientific and technical domains.

arXiv Research Search

Searches the arXiv repository to retrieve and summarize the latest scholarly articles in STEM fields.

Excel Analysis

Analyzes Excel spreadsheets, generates pivot tables, and creates data visualizations using Python libraries like pandas and openpyxl.

ArXiv Research Search

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

Arboreto Gene Regulatory Network Inference

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

Biomni Biomedical Research Agent

Automates complex biomedical research tasks including genomics, drug discovery, and clinical analysis through autonomous reasoning and code execution.

AI Multimodal Processing

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

AgentDB Vector Search

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

Financial Statement & Ratio Analyzer

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

Benchling Integration

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

Financial Statement Analysis

Calculates and interprets key financial ratios from company statements to facilitate investment analysis and performance benchmarking.

AgentDB Memory Patterns

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

Adaptyv Protein Engineering

Automates protein sequence optimization and experimental validation through cloud-based laboratory testing.

AgentDB Vector Search

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

AgentDB Vector Search

Implements ultra-high-performance semantic vector search and document retrieval for Claude-powered RAG systems and intelligent knowledge bases.

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.

Financial Statement Analyzer

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

DNAnexus Genomics Integration

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

Arboreto GRN Inference

Infers gene regulatory networks (GRNs) from transcriptomics data using scalable algorithms like GRNBoost2 and GENIE3.

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.

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.

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.

Moon Dev AI Trading Agents

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