few-shot-examples

What problem does it solve?

This Skill helps you design effective few-shot examples for AI and agentic applications, ensuring consistent output and reducing hallucinations.

Core Features & Use Cases

• Pattern Design: Offers structured patterns for few-shot scenarios.
• Format Normalization: Guides the model to normalize various input formats.
• Classification with Extensibility: Provides examples for robust classification.
• Schema Redundancy: Includes both stated and calculated fields for validation.
• Reasoning and Confidence: Empowers models with explanation fields for better routing.
• Use Case: When creating prompts for AI agents, use this Skill to design examples that will lead to consistent, accurate outputs.

Quick Start

Generate a few-shot example for an AI agent to normalize different date formats into a single ISO-8601 string format.