LLM Prompt Patterns

What problem does it solve?

This Skill provides a structured approach and reusable patterns for crafting effective prompts for Large Language Models (LLMs), ensuring consistency and reliability across different AI providers.

Core Features & Use Cases

• Provider-Agnostic Design: Prompts are designed to work with OpenAI, Anthropic, and Ollama.
• Query Planning: Convert natural language questions into structured QueryPlans for data retrieval.
• Response Synthesis: Generate natural language summaries, visualization specifications, and follow-up questions from query results.
• Labeling: Create concise labels for clusters, communities, and anomalies.
• Use Case: When developing a new AI feature that requires user input, use these patterns to ensure the LLM understands the request and provides output in the desired format, regardless of the underlying LLM service.

Quick Start

Use the LLM Prompt Patterns skill to design a system prompt for classifying user feedback.