Skills

Generates and manages text embeddings using Google's Gemini AI model for semantic search, clustering, or machine learning tasks.

Generates PyMC-based Bayesian statistical models and provides code templates for probabilistic programming, sampling, and Bayesian inference tasks.

Generates and assists with bioinformatics code and workflows using the scikit-bio library for tasks like sequence analysis, phylogenetics, and microbiome data processing.

Enables symbolic mathematics computations, algebraic manipulations, and mathematical equation solving using the SymPy Python library.

Generates code templates and utilities for working with biological web services and APIs, facilitating rapid development of bioinformatics and life science research applications.

Assists developers in upgrading Next.js projects by generating step-by-step migration instructions and automatically applying version-specific code transformations.

Generates AI voice agents using ElevenLabs text-to-speech API for creating dynamic, personalized audio content and voice interactions.

Generates survival analysis models and predictions using scikit-survival, enabling machine learning techniques for time-to-event data and censored survival datasets.

Explains and visualizes feature importance in machine learning models using SHAP (SHapley Additive exPlanations) values to help understand model predictions.

Helps developers manage and execute PostgreSQL database schema migrations by providing structured guidance and commands for version-controlled database schema changes.

Enables interactive development workflows by providing dynamic, context-aware guidance and step-by-step assistance for software development tasks.

Generates database migration scripts for Python wheels, automating the process of creating database schema migration files.