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Show HN: Promptact – Learn system prompting by reverse-engineering conversations
Hey everyone,
Built a simple game to help people understand and learn prompting through practice. It's like reverse engineering meets chatbot building - you observe a conversation and try to figure out what system prompt generated it.
How it works:
- You see a conversation between a user and an AI
- Your goal is to write a system prompt that would generate similar AI responses
- Get instant feedback through (embedding) similarity scoring
- Progress through levels that teach different techniques
- No sign-up is required - just visit and start playing
The game is built with Next.js, TypeScript, and uses OpenAI for response generation and similarity scoring. You can try it right now at https://promptact.vercel.app/ https://promptact.vercel.app/
I'd love feedback from the community. This project was primarily developed for teaching about LLM to friends from non-AI fields -- Hence the limited number of levels for the time being.
The source code is open and available on GitHub (https://github.com/detextit/promptact https://github.com/detextit/promptact). You'll need your own OpenAI API key to run it locally.