@viliawang-pm
FreeTurn raw product intuition into clear vision — a thinking partner for PMs
FreeFree tier
About @viliawang-pm
viliawang-pm is a GitHub user who creates open-source AI tools for product managers and AI engineering. Their primary repository, product-sense-coach, is an AI thinking partner for product managers that helps articulate raw intuition and find the fastest path to validation. Other repositories include ai-engineering-toolkit for production-ready AI engineering skills compatible with Claude Code, Cursor, Copilot, and similar agents. The user also maintains a fork of antigravity-awesome-skills, a collection of agentic skills.
Key Features
AI thinking partner for product managers
Helps articulate raw intuition
Finds fastest path to validation
Open-source and free
Supports integration with various AI coding agents (ai-engineering-toolkit)
Pros & Cons
Pros
- Open-source and free to use
- Designed specifically for product managers
- Helps accelerate product validation
- Integrates with modern AI coding tools
Cons
- Limited to GitHub for access
- May require familiarity with AI tools for full use (ai-engineering-toolkit)
Best For
Product managementProduct validationIdea articulationAI engineering skills development
FAQ
What is product-sense-coach?
It is an AI thinking partner for product managers that helps turn raw intuition into clear vision and find the fastest path to validation.
Is product-sense-coach free?
Yes, it is open-source and freely available on GitHub.