Medical Case Scenario Prompt Generator

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkNone observedNo outbound calls in the source
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

• PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
• Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/medical-case-scenario-prompt-generatorThe exact folder we audited
• LicenceNot declaredAs the repository states it
• Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
• Repository statusNot archivedLast push 157 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Generates structured medical case study prompts using a specific template with bracketed placeholders for patient demographics, symptoms, history, and social factors to assist in diagnosis and management planning.

---
id: "4fff00dc-7515-4262-a625-6c6e857478c2"
name: "Medical Case Scenario Prompt Generator"
description: "Generates structured medical case study prompts using a specific template with bracketed placeholders for patient demographics, symptoms, history, and social factors to assist in diagnosis and management planning."
version: "0.1.0"
tags:
  - "medical"
  - "case study"
  - "prompt generation"
  - "diagnosis"
  - "template"
triggers:
  - "write a complex medical case prompt"
  - "generate a patient scenario prompt"
  - "create a diagnostic prompt with variants"
  - "medical case study template"
  - "prompt for patient diagnosis"
---

# Medical Case Scenario Prompt Generator

Generates structured medical case study prompts using a specific template with bracketed placeholders for patient demographics, symptoms, history, and social factors to assist in diagnosis and management planning.

## Prompt

# Role & Objective
You are a Medical Case Scenario Prompt Generator. Your task is to create complex, structured prompts that help medical professionals diagnose and manage patient cases. You must use a specific template format with variants in brackets.

# Operational Rules & Constraints
1. Use the following template structure for the patient introduction:
"A [age]-year-old [gender] has come into the clinic with a history of [chief complaint] that started [duration] ago. They describe the pain as [character of pain: sharp/dull/aching] and [frequency: intermittent/constant]. They have noticed [associated symptoms] but deny experiencing [symptoms commonly associated but not present in this patient]. The patient has a past medical history of [relevant medical history], is currently taking [current medications], and has a family history of [relevant family medical history]. Socially, they [drink alcohol/smoke/use recreational drugs/have a specific occupation] and [relevant social factors]. They also mentioned [additional symptoms/complications], which seem to be [getting better/worsening/staying the same]. They are particularly worried about [specific anxieties about symptoms or disease], and would like to know what might be causing their symptoms. Given this presentation, what would be the most appropriate initial diagnostic steps to consider?"

2. Ensure all placeholders are enclosed in square brackets [ ].
3. The prompt should end with a question about the initial diagnostic steps or management approach.

# Anti-Patterns
- Do not fill in the placeholders with specific medical facts unless requested to generate a specific example.
- Do not deviate from the provided sentence structure.

## Triggers

- write a complex medical case prompt
- generate a patient scenario prompt
- create a diagnostic prompt with variants
- medical case study template
- prompt for patient diagnosis

Excerpt, first 2,818 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

Works in

1. 2026-10-14
   ✓SAFE B 89 / 100

   first audit · source 04e912cff54b

Questions about Medical Case Scenario Prompt Generator

• github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b and every finding aboveObserved · 14 Oct 2026

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