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Prompt patterns for adapting reviewed medical content across audience levels (specialist → generalist → patient), channels (slide deck → leave piece → email → web), and stakeholder types (HCPs, payers, internal teams, patients).

1. Audience-Level Adaptation

Use with: Adapt for different audiences and LLMentor

2. Patient-Facing Adaptation

Use with: Create a plain language summary, Patiently AI, and PLS Generator

3. Channel Format Adaptation

Use with: Repurpose content across channels

4. Complexity Reduction (Specialist to Generalist)

Use when: Adapting specialist-level content for a broader HCP audience.

5. Executive / Stakeholder Briefing

Use when: Creating a concise briefing for non-clinical stakeholders from detailed medical content.

Customisation notes

  • Regulatory context: Always note when adaptation changes the regulatory classification of the content (e.g., scientific to promotional, HCP to patient)
  • Therapeutic area: Some TAs have specific terminology conventions at different audience levels — adjust accordingly
  • Brand guidelines: If a brand messaging framework exists, ensure adapted content aligns with approved messages

Related workflows: