Prompt Engineering Patterns

What it does

This skill provides a collection of prompt engineering patterns to improve the quality and consistency of AI agent responses. It offers structured approaches for tasks like role-playing, chain-of-thought reasoning, and generating different creative text formats. The goal is to guide agents toward more reliable and predictable outputs by leveraging established prompting techniques.

When to use it

• Complex Reasoning: When you need an AI agent to break down a problem into smaller steps and explain its logic.
• Creative Content Generation: To ensure the AI generates content in a specific style, format (e.g., poem, code), or tone.
• Role-Playing Scenarios: When simulating conversations with characters requiring consistent personality traits and behaviors.
• Consistent Output Style: When you need to enforce a particular writing style across multiple generations from the AI agent.

Key capabilities

• Chain-of-Thought Prompting
• Role-Playing Prompts
• Creative Text Format Generation
• Structured Output Formatting

Example prompts

• "Use chain-of-thought prompting to explain how photosynthesis works."
• "Assume the role of a seasoned detective and investigate this crime scene: [details]."
• "Write a haiku about autumn, using role-playing techniques to capture the feeling of melancholy."

Tips & gotchas

The effectiveness of these patterns depends on the underlying AI model's capabilities. Experiment with different prompts within each pattern to fine-tune results for your specific use case.