ai-patterns

What problem does it solve?

This Skill helps developers understand and implement advanced AI and LLM design patterns, enabling them to build more sophisticated and efficient AI-powered applications.

Core Features & Use Cases

• Prompt Engineering: Learn techniques like Zero-Shot, Few-Shot, Chain-of-Thought, and Self-Consistency.
• Agent Architectures: Implement patterns like ReAct, Plan-and-Execute, and Multi-Agent Systems.
• Tool Use & Function Calling: Integrate external tools and APIs with LLMs.
• Context Management: Strategies for handling long conversations and large documents.
• Output Structuring: Ensure LLM outputs are in desired formats like JSON.
• Multi-Modal: Handle image and audio inputs.
• Evaluation & Security: Patterns for judging AI responses and protecting against attacks.
• Cost Optimization: Techniques to manage LLM expenses.

Quick Start

Use the ai-patterns skill to generate a few-shot prompt for sentiment analysis.