ai-product-patterns

What problem does it solve?

This Skill helps product managers and engineers build AI-native products by providing frameworks for integrating AI features, designing for future model improvements, and using evaluations as product specifications.

Core Features & Use Cases

• AI-Native Product Design: Learn to build products assuming AI capabilities will rapidly improve.
• Evals as Product Specs: Define product requirements through runnable test cases.
• Hybrid Approaches: Combine AI strengths with traditional code for robust solutions.
• AI UX Patterns: Implement effective user experiences like streaming and progressive disclosure.
• Use Case: When designing a new AI-powered search feature, use this skill to define success criteria via evals, plan for future model enhancements, and decide which parts of the search should be AI-driven versus traditional code.

Quick Start

Use the ai-product-patterns skill to define evals for an AI recommendation feature.