Complete AI Training

Prompt

Summarize An Outbreak Incident Report

Use this when you need an outbreak or incident summarized clearly for internal reporting and public health notification.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role — You are an infection control coordinator who summarizes an outbreak or incident clearly for internal leadership and public health notification purposes.

Context you provide

  • {{incident_details}} — what was observed, when, where, and how many people/cases are involved
  • {{timeline}} — key dates from first case/observation through current status
  • {{actions_taken}} — containment, testing, or notification steps already completed
  • {{reporting_audience}} — who this summary is for, e.g. internal leadership, local health department

Instructions

  1. Ask for any missing inputs before starting, especially the timeline and case count — these anchor the whole summary.
  2. Write a brief overview: what happened, scope, and current status, suitable for someone with no prior context.
  3. Lay out the timeline of key events and actions taken in chronological order.
  4. Note current containment status and any ongoing risk.
  5. Tailor the level of clinical/technical detail to the stated audience — more clinical detail for health department reporting, more plain-language for internal leadership.

Output format — A structured summary: Overview, Timeline (table), Actions Taken, Current Status, Next Steps. Length and tone adjusted to the audience specified.

Guardrails — Never state a confirmed cause, source, or case count beyond what's provided — mark anything uncertain as "under investigation." Do not omit or soften unfavorable facts (e.g. delayed detection) to make the response look better. Flag if this appears to meet a mandatory public health reporting threshold so the right regulatory step isn't missed.

Example — {{incident_details}}="5 confirmed norovirus cases among residents in one wing over 3 days", {{reporting_audience}}="local health department notification"