capabilities

This collection showcases Claude's capabilities through practical guides, covering areas like classification, Retrieval Augmented Generation (RAG), summarization, and text-to-SQL. Each guide provides in-depth explorations, use cases, prompt engineering techniques, and evaluation methods to optimize Claude's performance.

Learn how to leverage Claude for tasks involving complex business rules, domain-specific knowledge enhancement, information synthesis, and SQL query generation from natural language. The guides offer hands-on examples, code, data, and evaluation scripts for easy replication and experimentation.

Discover how techniques like summary indexing, re-ranking, and contextual embeddings can improve accuracy and efficiency in question-answering and other tasks.

What It Does

Provides guides and resources to leverage Claude for classification, Retrieval Augmented Generation (RAG), summarization, and text-to-SQL tasks.

When To Use

When needing to perform classification with limited data, enhance Claude with domain knowledge via RAG, summarize information from multiple sources, or generate SQL queries from natural language.

Installation

Copy SKILL.md to your skills directory