Data Science & ML Agent Skills

Neural Network Builder

Builds and configures custom neural network architectures including CNNs, RNNs, and Transformers directly within Claude Code.

Regression Analysis Tool

Performs advanced regression modeling and data analysis to uncover variable relationships and predict future trends.

Hyperparameter Tuner

Optimizes machine learning models by automatically searching for the best hyperparameter configurations using advanced search strategies.

NLP Text Analyzer

Performs advanced natural language processing to extract sentiment, keywords, and topics from any textual data.

Machine Learning Model Trainer

Trains, evaluates, and persists machine learning models using automated workflows for classification and regression tasks.

Hyperparameter Tuning & ML Optimization

Optimizes machine learning models by automatically searching for optimal hyperparameter configurations using grid, random, and Bayesian search strategies.

ML Model Trainer

Automates the end-to-end machine learning workflow from dataset analysis and model selection to training and artifact persistence.

Machine Learning Feature Engineering

Automates the creation, selection, and transformation of data features to optimize machine learning model performance and accuracy.

Machine Learning Feature Engineering

Enhances machine learning model performance by automating feature creation, selection, and transformation tasks.

Hyperparameter Tuner & Optimizer

Optimizes machine learning model performance by automatically searching for the most effective hyperparameter configurations.

NLP Text Analyzer

Analyzes text data to extract sentiment, keywords, and topics using advanced natural language processing techniques.

Multi-Agent System Orchestrator

Orchestrates sophisticated multi-agent workflows using the AI SDK v5 to facilitate task delegation, intelligent routing, and agent handoffs.

Data Anomaly Detection

Identifies outliers and unusual patterns in datasets using machine learning to uncover fraud, security threats, or system irregularities.

Firebase Genkit Production Expert

Architects, implements, and deploys production-grade AI applications using Firebase Genkit across Node.js, Python, and Go.

Machine Learning Model Evaluation Suite

Assesses machine learning model performance through comprehensive metric analysis, including accuracy, precision, and F1-scores.

Classification Model Builder

Automates the end-to-end creation, training, and evaluation of supervised machine learning classification models.

AI Recommendation Engine

Constructs sophisticated recommendation systems using collaborative filtering, content-based filtering, and hybrid approaches to personalize user experiences.

Multi-Agent Orchestrator

Orchestrates complex multi-agent systems and intelligent task routing using the Vercel AI SDK v5.

Text Sentiment Analyzer

Analyzes the emotional tone of text data to classify content as positive, negative, or neutral for enhanced data insights.

Classification Model Builder

Automates the end-to-end creation, training, and evaluation of machine learning classification models within Claude Code.

LLM Prompt Optimizer

Refines LLM prompts to minimize token usage, reduce operational costs, and maximize output quality through intelligent rewriting.

Feature Engineering Toolkit

Automates the creation, selection, and transformation of data features to significantly enhance machine learning model performance.

Regression Analysis Tool

Performs automated regression modeling and statistical data analysis to uncover variable relationships and predict future trends.

ML Model Deployment Helper

Automates the transition of machine learning models from development to production through API generation, containerization, and cloud deployment.

Model Deployment Helper

Automates the transition of machine learning models from development to production through API generation and containerization.

Data Visualization Creator

Transforms raw data into informative charts, graphs, and visual plots to simplify complex data analysis and reporting.

Deep Learning Model Optimizer

Optimizes deep learning model performance through automated architecture analysis, hyperparameter tuning, and training efficiency improvements.

ML Model Trainer

Automates the end-to-end process of training, evaluating, and persisting machine learning models from raw datasets.

Data Visualization Creator

Transforms raw datasets into professional charts, plots, and graphs using intelligent visualization selection logic.

Neural Network Builder

Automates the construction and configuration of deep learning architectures including CNNs, RNNs, and Transformers using standardized implementation patterns.