Multi-step Prompt Builder

Prompts for Health Professionals

Multi-step prompting breaks a complex clinical question into a controlled sequence of smaller tasks. This clinical version forces a structured workflow for problem definition, differential diagnosis, severity check, missing data, next tests, management, follow-up, and evidence support.

Structured prompt fields

Enter the clinical context, select the reasoning design, and generate a reusable prompt.

1 General layout

Language

Background / Level

Response Style

Tone

Output Format

Reasoning visibility

Role

Task

2 Prompt-engineering controls

Workflow strictness

Controls how strictly the model should move through the sequential clinical workflow.

Clinical safety mode

Missing-data policy

Evidence behavior

Multi-step workflow instructions

3 Evidence, safety, and privacy rules

Do not invent missing clinical data or citations. Separate provided data, interpretation, uncertainty, and evidence support. Do not label suspected diagnoses as confirmed. Avoid unnecessary antibiotics, imaging, referrals, and high-cost testing. Include red flags, escalation thresholds, follow-up timing, and safety-netting. Protect privacy and avoid unnecessary identifiers.

4 Output structure

Required sections

5 New input

Clinical case / question