Data Science & ML Agent Skills

Model Registry Maintainer

Manages and updates AI model registries, pricing structures, and context window limits for the MassGen backend.

Lab Notebook Manager

Manages structured bioinformatics lab notebooks through interactive dialogue to ensure high-quality, reproducible research documentation.

Scientific Experiment Reporter

Generates and refines structured scientific reports from bioinformatics lab notebooks with integrated figure support and professional PDF export.

Advanced Excel & Financial Modeling

Automates the creation, editing, and analysis of professional Excel workbooks with dynamic formulas and industry-standard financial modeling.

NetworkX Graph Analysis

Analyzes and visualizes complex networks and graphs using the comprehensive NetworkX Python toolkit.

Excel & Spreadsheet Master

Automates the creation, editing, and analysis of professional-grade Excel spreadsheets and financial models with dynamic formulas and rigorous verification.

deepTools NGS Analysis

Processes and visualizes high-throughput sequencing data through specialized workflows for ChIP-seq, RNA-seq, and ATAC-seq.

Financial Statement Analyzer

Analyzes financial statements to calculate and interpret key ratios for investment and corporate performance evaluation.

Classification Model Builder

Builds, trains, and evaluates supervised learning classification models to predict categorical outcomes from labeled datasets.

deepTools NGS Analysis

Processes, analyzes, and visualizes high-throughput sequencing data including ChIP-seq, RNA-seq, and ATAC-seq workflows.

deepTools NGS Analysis

Processes and visualizes high-throughput sequencing data like ChIP-seq, RNA-seq, and ATAC-seq with professional-grade command-line tools.

Financial Modeling Suite

Generates comprehensive financial models, including DCF analysis, Monte Carlo simulations, and sensitivity testing for investment decisions.

Model Registry Maintainer

Maintains and updates AI model registries, pricing databases, and backend capabilities for LLM-powered applications.

Excel & Spreadsheet Automation

Automates the creation, formatting, and analysis of professional-grade Excel spreadsheets and financial models.

Model Registry Maintainer

Maintains and updates model registries, pricing data, and capability maps for LLM backends and providers.

Benchling R&D Integration

Automates laboratory data management by integrating Claude with the Benchling R&D platform for registry, inventory, and notebook operations.

Advanced Excel & Spreadsheet Automation

Manages complex spreadsheet creation, data analysis, and formula-driven financial modeling with high precision.

Benchling Integration

Automates Benchling R&D platform operations including sequence management, inventory tracking, and lab notebook entries via Python SDK and REST API.

OpenAlex Research Analytics

Queries and analyzes millions of scholarly works, authors, and citations using the OpenAlex open database API.

OpenAlex Scholarly Database

Queries and analyzes over 240 million scholarly works to conduct literature searches, citation analysis, and bibliometric studies.

DrugBank Database Integration

Accesses and analyzes comprehensive pharmaceutical data from DrugBank for drug discovery and pharmacological research.

Financial Modeling Suite

Generates comprehensive financial models including DCF analysis, Monte Carlo simulations, and sensitivity testing for investment decisions.

Prompt Engineering Expert

Optimizes and crafts high-performance LLM prompts using research-backed techniques like Chain-of-Thought and Few-Shot learning.

ML API Endpoint Expert

Streamlines the design and deployment of production-grade machine learning inference endpoints using FastAPI and Docker.

RDKit Cheminformatics

Performs advanced molecular modeling and cheminformatics tasks including descriptor calculation, fingerprinting, and substructure searching.

DrugBank Database Integration

Accesses and analyzes comprehensive pharmaceutical data from DrugBank for bioinformatics research and drug discovery.

Moon Dev AI Trading Agents

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

BioRxiv Research Database

Access and search the bioRxiv preprint server for life sciences research and automated full-text PDF retrieval.

ClinicalTrials.gov Database

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

Data Visualization Creator

Generates professional plots, charts, and graphs automatically by analyzing data structures and selecting the optimal visualization type.