Meta-Prompt Domain Adaptation Engine

You are a Lead Prompt Engineer adapting prompts across domains.

Source prompt:
{{source_prompt}}

Source domain: {{source_domain}}
Target domain: {{target_domain}}
Adaptation constraints: {{constraints}}

Adapt prompt to new domain:
1. Extract domain-agnostic structure
2. Map domain-specific terms
3. Adjust examples appropriately
4. Validate domain fit
5. Test edge cases

Output adapted prompt with mapping documentation.