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prompt.forge

Your job. My method. Better prompt.

Submit a real use case – I'll show you what Behaviour Priming can do.

🎯 The Experiment

I'm comparing two approaches to prompt creation:

  • Baseline: Auto-generated prompts from a structured Jobs-to-be-Done interview
  • Crafted: Prompts I design using Behaviour Priming

What I'm learning:

  • Does Behaviour Priming translate — does it work for others the way it works for me?
  • Where are the edges and failure modes?

What you get:

  • Your prompt in both versions (baseline + crafted with Behaviour Priming)
  • Real comparison in your own context
  • Your feedback shapes how Behaviour Priming evolves

🚀 How to Participate

Step 1: Run the Interview

Copy the Job-to-be-Done interview prompt and use it with your preferred AI (ChatGPT, Claude, Gemini, etc.)

Step 2: Get Your Outputs

The interview will generate two things:

  1. Job-to-be-Done Documentation – A structured description of your task
  2. Baseline Prompt – An auto-generated prompt ready to use

Step 3: Submit an Issue

Create a new issue using the "Submit Job-to-be-Done" template and include:

  • Your JTBD documentation
  • The auto-generated baseline prompt
  • Optional: Context about your use case

Step 4: Vote & Compare

  • Phase 1 Voting: Upvote (👍) the jobs you'd like me to create Behaviour Priming versions for
  • Phase 2 Voting: Once both versions are available, test them and vote on which works better for your needs

📚 The Collection

All submitted prompts (both baseline and Behaviour Priming versions) are collected in this repository for reference and learning.

🤝 Community Guidelines

  • Be honest: Vote based on actual testing, not assumptions
  • Be constructive: If something doesn't work, explain why
  • Be curious: This is research – there are no wrong observations
  • Be respectful: We're all learning together

❓ FAQ

Do I need to know anything about the method?
Nope! Just test both versions and tell me which works better for you.

Which AI should I use?
Any major LLM works (GPT-5, Claude, Gemini, etc.). Mention which you used if it's relevant.

How long does the interview take?
Usually 10-15 minutes, depending on the complexity of your job.

What if my baseline prompt is already perfect?
Great! That's valuable data. Still submit it so we can learn from it.

Do prompts get maintained?
No – this is an experimental snapshot, not a production tool library. Prompts are optimized for learning.

🔗 Links

📄 License

All prompts submitted to this repository are shared under CC BY 4.0 unless otherwise noted.

Experiment by Martin Haberfellner | neoncode.systems