llmintegration

What problem does it solves?

This Skill provides patterns and code examples for integrating various Large Language Models (LLMs) like Claude, GPT, Gemini, and Ollama into applications, enabling multi-model orchestration and advanced prompt engineering. It simplifies building intelligent AI agents.

Core Features & Use Cases

• Multi-Model API Integration: Connect to Anthropic Claude, OpenAI GPT, Google Gemini, and local Ollama models, offering flexibility and choice.
• Prompt Engineering: Apply best practices for structured prompts, few-shot examples, and chain-of-thought reasoning to optimize LLM outputs.
• Token Management: Count and truncate text to manage token limits effectively, preventing errors and controlling costs.
• Use Case: Implement a fallback mechanism where if a request to Claude fails, the system automatically retries the same prompt with GPT, ensuring resilience and continuous operation of AI agents.

Quick Start

Use the llmintegration skill to generate a Python code snippet that streams a story from the 'claude-sonnet-4-20250514' model.