The 5-Step Conversion
Take a real vibe-coded prompt and convert it into structured dialog engineering, one step at a time.
🔗 Linked Diagnostic
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Step 1: Identify the Vibe Prompt
Paste or describe the original prompt you gave the AI — the one you want to convert from vibe-coding to dialog engineering.
Step 2: Write the Specification
Write a clear specification for what the output should do. Include acceptance criteria — how will you know it’s correct?
Step 3: Decompose into Dialog Turns
Break the task into individual dialog turns. Each turn should have a specific objective — don’t ask for everything at once.
Step 4: Add Constraints & Context
Add technical constraints, style requirements, and domain context that the AI needs to produce the right output.
Step 5: Define Validation Criteria
Write explicit validation criteria you’ll use to verify each output. What will you check? What counts as “done”?
Before & After
🚨 Vibe Prompt (Before)
✅ Dialog Engineered (After)
Specification
Dialog Turns
Constraints
Validation Criteria
Continue Your Journey
You’ve completed the core exercise arc: Scorecard → Diagnostics → Conversion. More tools are coming.