ai-product-patterns
Designs AI-native product experiences, implements evals as product specs, and optimizes hybrid AI-plus-traditional architectures. Use when user mentions 'AI feature,' 'evals,' 'model improvements,' 'AI UX,' 'AI cost optimization,' or 'hybrid AI approach.' This is the AI product design methodology.
Inputs
- request — What to produce
- scope — Company or client-id
How you ask
- Design an AI-native feature for our product
- Set up evals as product specs for our AI feature
- Optimize the cost of our hybrid AI architecture
- Improve the AI UX in our recommendation engine
Outputs
- ai-product-patterns (markdown)
Levelbeginner
Inputconversation
Outputdocument
Setup[none]
Roles[Product Manager]