Vibe TagsThree keywords become six personality one-liners, compare with others for compatibility
Live Demo
Why I Started ThisVibe Tags can help you generate personalized one-liners based on only three ANY keywords. The best part is you can use your generated set of 6 one-liners to interact with others' sets - there's fun compatibility analysis between these two sets of "vibe tags." This project was actually because I found some of my Claude API credits would expire soon, so I spent under a week testing something I'd been curious about: if LLM can simulate people's interactions, if LLM can represent a person based on context and interact with others.
What Surprised MeLLMs can simulate personality representation convincingly, but true compatibility assessment remains elusive. Users enjoyed the generated content and found it fun, but questioned its accuracy for meaningful matching. The generation quality was good, but I'm still not sure if this reveals authentic compatibility patterns or just entertaining content.
What This Opens UpI believe this could open another opportunity in "connecting people" - but what makes AI-generated personality content feel "authentic"? How can we validate AI compatibility assessment beyond user enjoyment?