llm-patterns

What problem does it solve?

This Skill addresses the challenges of building AI-first applications by providing structured patterns for integrating Large Language Models (LLMs) into software development, ensuring maintainability, testability, and efficient use of AI capabilities.

Core Features & Use Cases

• Structured LLM Integration: Defines clear guidelines for using LLMs for logic and traditional code for plumbing.
• Prompt Management: Offers patterns for prompt templating, versioning, and organization.
• Testing Strategies: Outlines methods for unit testing with mocks, fixture tests for parsing, and evaluation tests for accuracy.
• Use Case: Developing a customer support chatbot that classifies incoming tickets using an LLM, extracts key information, and routes it to the appropriate team.

Quick Start

Use the llm-patterns skill to generate a typed LLM wrapper for structured outputs.