Premium Prompt Refinement — Wizard

Generate each stage or skip. State is saved per document.

Pipeline math (what feeds what)

  • 1) Draft Prompt ← from Goal · Audience · Tone · Language · Category · Use Case · Topic · Raw Prompt (optional)
  • Engineering, Review & Scores, Simulated Output, Weaknesses ← use Draft Prompt
  • Improved Prompts ← built from Draft Prompt
  • A/B Test ← runs on Improved Prompts
  • Final & Deployment ← picks from Improved Prompts with context from the A/B results
Draft Engineering Review Sim Output Weaknesses Improved A/B Test Final
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1) Draft Prompt inputs: Goal · Audience · Tone · Language · Category · Use Case · Topic · Raw

Prompt Engineering uses: Draft Prompt

2) Review & Scores uses: Draft Prompt

3) Simulated Output uses: Draft Prompt

4) Weaknesses uses: Draft Prompt

5) Improved Prompts uses: Draft Prompt

6) A/B Test uses: Improved Prompts

7) Final & Deployment uses: Improved Prompts + A/B winner