Welcome to the Skills section of the Anthropic Cookbook! This directory contains a collection of guides that showcase specific skills and capabilities where Claude excels. Each guide provides an in-depth exploration of a particular skill, discussing potential use cases, prompt engineering techniques to optimize results, and approaches for evaluating Claude's performance.

• Classification with Claude: Discover how Claude can revolutionize classification tasks, especially in scenarios with complex business rules and limited training data. This guide walks you through data preparation, prompt engineering with retrieval-augmented generation (RAG), testing, and evaluation.

To get started with the Skills guides, simply navigate to the desired guide's directory and follow the instructions provided in the guide.ipynb file. Each guide is self-contained and includes all the necessary code, data, and evaluation scripts to reproduce the examples and experiments.