aj-geddes

This skill provides structured guidance for evaluating web applications against established accessibility standards and WCAG compliance frameworks. Use it to systematically…

Classification Modeling trains predictive models to assign observations into discrete categories or classes. It covers binary outcomes, multi-category problems, and multiple…

Computer Vision provides ready-to-use implementations for core visual recognition tasks including classification, detection, segmentation, and pose estimation. The skill includes…

Data Visualization teaches you to build clear, compelling charts and graphs using matplotlib and seaborn. Learn distribution plots, scatter plots, heatmaps, and more to uncover…

This skill provides intelligent assistance for managing project dependencies and resolving version conflicts. Leverage AI prompts to diagnose compatibility issues, plan upgrades,…

Set up production-ready state management using Redux Toolkit, Zustand, MobX, or Context API with useReducer. Choose the right pattern for your app's complexity, from lightweight…

This skill provides comprehensive guidance for adding multi-language capabilities to applications. It covers translation workflows, locale-aware formatting for dates and numbers,…

This skill guides you through designing and building microservices architectures, from decomposing monolithic systems into bounded contexts to implementing service-to-service…

Unlock the reasoning behind your model's predictions using multiple explainability techniques. This skill covers feature importance, SHAP values, LIME local approximations,…

ML Model Training guides you through building and optimizing machine learning models across three major frameworks. Learn data preparation, feature engineering, algorithm…

ML Pipeline Automation handles the complete machine learning lifecycle, automating data collection, preprocessing, model training, validation, and production deployment. Built on…

This skill teaches systematic approaches to finding optimal model configurations across different algorithms. Learn grid search, random search, Bayesian optimization, and…

This skill provides curated AI prompts designed to streamline monorepo setup and configuration across popular tools like Lerna, Turborepo, and Nx. Leverage pre-built prompts to…

Master the fundamentals of constructing neural networks across multiple paradigms—from convolutional layers for image processing to recurrent units for sequences and transformer…

Regression Modeling trains predictive models to forecast continuous outcomes and quantify relationships between variables. It supports linear, polynomial, ridge, lasso, and robust…

Sentiment Analysis determines emotional tone in text through lexicon-based, machine learning, and deep learning approaches. It categorizes content as positive, negative, neutral,…

Master enterprise Spring Boot development with guides covering project setup, entity models, repositories, service layers, REST controllers, and security. Learn proper patterns…

Perform rigorous statistical tests including t-tests, ANOVA, chi-square, and non-parametric alternatives to assess whether observed differences are statistically significant. The…

This skill teaches statistical methods for analyzing when events occur, accounting for incomplete observations where some subjects haven't experienced the event yet. You'll learn…

Time Series Analysis breaks down temporal data into its component parts—trend, seasonality, and residuals—to uncover patterns and make predictions. Use it to forecast future…