Spec Clarifier for Domain Experts

🧠 Specification Builder for Domain Experts

This app helps you (a subject-matter expert like a clinician, lawyer, engineer, etc.) walk through your goals step-by-step to generate a clear specification for AI-assisted implementation. The system can then use this spec to generate or scaffold actual applications tailored to your domain.

1. What do you want to build?

2. Why is this important?

3. Who will use this?

4. What data goes in?

5. What should come out?

6. What rules or constraints matter?

7. What does success look like?

8. Any edge cases or known challenges?

9. What examples or prompts could we test this with?

10. How should this app sound or feel (tone/style)?

11. What type of app is this?

12. Should any data be stored or exported?

13. What should the user feel when using this app?

14. Optional: Want to name this app?

📄 Generated Specification

📄 Text Prompt 📝 Markdown 📋 JSON Format

💡 Suggested Use

✅ Use this spec to prompt AI models or agents to build the application described
🔁 Attach this spec or its hash to commits to ensure intent is preserved and traceable
📌 System can use this to auto-generate UIs, backends, or workflow integrations

🧠 Model Suggestions

Reasoning LLMs: GPT-4, Claude 3, Gemini 1.5 Pro — for structuring outputs, logic-heavy planning, compliance validation
Fast Draft LLMs: GPT-3.5 Turbo, Claude Instant, Mistral 7B — for quick prototyping or drafting workflows