🧪 Ai Product Patterns
This skill helps you design AI-native products by applying evals as product specs, hybrid patterns, and future-proof UX based on OpenAI patterns.
npx playbooks add skill menkesu/awesome-pm-skills --skill ai-product-patterns
About Ai Product Patterns
The Ai Product Patterns skill assists in designing AI-native products by utilizing evaluations as product specifications, incorporating hybrid patterns, and implementing future-proof user experience based on OpenAI patterns, enabling developers to create effective and forward-thinking products. This skill connects to OpenAI patterns to inform its design decisions, allowing developers to create products that are well-suited to work with AI systems. Developers would reach for this skill when they need to design products that seamlessly integrate with AI technology and require a user experience t
At 22 words, this compact prompt gives your agent specialized testing & qa expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Writing unit, integration, and end-to-end tests
- Setting up test coverage and CI pipelines
- Refactoring legacy code with confidence using tests
- Creating test plans and QA checklists
Example Prompts
System Prompt (22 words)
This skill helps you design AI-native products by applying evals as product specs, hybrid patterns, and future-proof UX based on OpenAI patterns.
Frequently Asked Questions
What is Ai Product Patterns?
Ai Product Patterns is a free testing & qa skill for AI coding agents. This skill helps you design AI-native products by applying evals as product specs, hybrid patterns, and future-proof UX based on OpenAI patterns.. It provides a specialized system prompt that configures your agent with testing & qa expertise.
How do I use Ai Product Patterns with Claude Code?
Run npx playbooks add skill menkesu/awesome-pm-skills --skill ai-product-patterns in your terminal to install Ai Product Patterns into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Ai Product Patterns?
Ai Product Patterns is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Ai Product Patterns free to use?
Yes, Ai Product Patterns is completely free and open source. The full source is available on GitHub at https://github.com/menkesu/awesome-pm-skills/tree/main/ai-product-patterns. You only need a subscription to the AI agent you use it with.
