AI PM Skills are structured, reusable frameworks designed for AI Product Managers. Each skill is a step-by-step guide for a specific AI PM task — from writing acceptance criteria for non-deterministic outputs, to designing agent architectures, to running A/B tests on AI features.
They're written to be precise enough to use as AI prompts and detailed enough to serve as reference documentation for your team.
Copy a skill directly into ChatGPT, Claude, or any AI assistant to generate structured outputs for your specific product.
Download individual skills or clone the entire repo. Add them to your team's knowledge base or AI tool configuration.
Use skills as frameworks during planning sessions. They define what to think about, in what order, with quality checks built in.
Every skill follows a consistent structure:
This library is open source. If you've built a framework for an AI PM task that isn't covered, we'd love to include it. Submit a pull request on GitHub following the existing skill format.