Prompt Adapter

Convert prompts between AI models while preserving intent and maximizing output quality.

Adaptation Workflow

Step 1: Identify Source and Target

Determine:

1. Source model: What model was this prompt written for?
2. Target model: What model should it run on?
3. Priority: Preserve style fidelity or optimize for target strengths?

Step 2: Analyze Source Prompt

Break down the prompt into components:

• Core subject/action
• Style modifiers
• Technical parameters (model-specific)