Data Science & ML Agent Skills

Spark Performance Optimizer

Optimizes Apache Spark jobs using advanced partitioning, memory management, and shuffle tuning strategies to enhance data processing speed.

ML Pipeline Workflow

Build and orchestrate end-to-end MLOps pipelines from data preparation through production deployment.

Marimo Notebook Assistant

Streamlines the creation and management of reactive marimo notebooks for interactive data science and analytics workflows.

Marimo Notebook Inspector

Inspects Marimo notebook execution results and HTML snapshots to debug errors and verify cell outputs.

Marimo Development Server

Deploys and manages reactive Python notebooks with hot-reloading capabilities for interactive development.

Excel & Spreadsheet Mastery

Automates professional spreadsheet creation, data analysis, and financial modeling with robust formula verification and formatting.

Demographic Predictor

Predicts age, gender, and ethnicity from person data and images to enrich datasets and customer profiles.

ML Experiment Tracking Setup

Automates the configuration and integration of MLflow and Weights & Biases for machine learning experiment management.

DrugBank Research & Informatics

Analyzes and extracts pharmaceutical data from the DrugBank database to support drug discovery, pharmacology research, and chemical property analysis.

Workers AI Expert

Deploys and optimizes serverless AI models, embedding generation, and RAG architectures directly on Cloudflare’s edge network.

Machine Learning Model Explainability

Provides deep insights into machine learning model predictions and behavior using interpretability techniques like SHAP and LIME.

Experiment Tracking Setup

Automates the configuration and integration of machine learning experiment tracking tools like MLflow and Weights & Biases.

LLM Evaluation Framework

Implement comprehensive evaluation strategies for AI applications using automated metrics, LLM-as-judge patterns, and human feedback.

Nixtla Skills Index

Catalogues and manages your suite of Nixtla time-series forecasting skills to provide instant discovery and selection guidance.

SQL Data Analyst

Performs advanced data analysis and business intelligence using specialized SQL patterns for statistical and exploratory insights.

LLM Embedding Strategies

Optimizes semantic search and RAG applications by selecting, implementing, and fine-tuning high-performance embedding models and chunking strategies.

Excel & Spreadsheet Management

Automates professional spreadsheet creation, data analysis, and financial modeling with rigorous formula verification and formatting standards.

RAG Implementation

Builds production-ready Retrieval-Augmented Generation (RAG) systems for LLM applications using vector databases and semantic search.

MLOps Pipeline Workflow

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

Nixtla Skills Bootstrap

Installs and manages specialized Nixtla data science and time-series forecasting skills for the Claude Code environment.

Automated Data Preprocessing Pipeline

Automates the creation and execution of data cleaning and ETL pipelines to prepare datasets for machine learning and analysis.

Marimo Reactive Notebooks

Develops and manages reactive Python notebooks that function as pure-code files, interactive data apps, and reproducible scripts.

Similarity Search Patterns

Implements high-performance similarity search and vector database patterns for AI-driven applications.

Transfer Learning Adapter

Automates the adaptation and fine-tuning of pre-trained machine learning models for new tasks and datasets.

Denario Academic Research Assistant

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

Denario Scientific Research Automation

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

Biomni Biomedical AI Agent

Automates complex biomedical research tasks including drug discovery, genomics analysis, and CRISPR screening design using an autonomous AI agent framework.

DNAnexus Integration

Integrates Claude with the DNAnexus cloud platform to build genomic apps, manage biomedical data, and automate bioinformatics workflows using the dxpy SDK.

DrugBank Database & Pharmacology Analysis

Access and analyze comprehensive pharmaceutical data from DrugBank for drug discovery, pharmacology research, and chemical property analysis.

ClinVar Database Navigator

Queries and interprets NCBI ClinVar data to identify genetic variant clinical significance and pathogenicity.