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aipoch-ai

USMLE Case Scenario Generator

by AIpoch · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
111
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Install in OpenClaw
/install usmle-case-generator
Description
Generate USMLE Step 1/2 style clinical cases with patient history, physical.
Usage Guidance
This skill appears coherent and self-contained: it generates exam-style clinical cases from local templates and requires only Python. Before installing or running, consider: 1) verify the script locally (open scripts/main.py) and run python -m py_compile as suggested; 2) run it in a restricted/sandbox environment if you are unsure about provenance (the registry shows no homepage and an opaque owner ID); 3) remember generated cases are educational only and should not be used as clinical advice; and 4) review output for accuracy and potential hallucinations in clinical details before using for high-stakes study or assessment.
Capability Analysis
Type: OpenClaw Skill Name: usmle-case-generator Version: 1.0.0 The usmle-case-generator skill is a legitimate educational tool designed to generate medical clinical cases. The core logic in scripts/main.py is a self-contained Python script that uses a hardcoded database of medical conditions and standard libraries to produce formatted output. There is no evidence of data exfiltration, network activity, or malicious prompt injection; the risk assessment and security checklists in SKILL.md are transparent and align with the script's actual behavior.
Capability Assessment
Purpose & Capability
The name/description (USMLE case generation) matches the packaged assets: templates, guidelines, topics, and a Python script (scripts/main.py) that generates vignettes. No unrelated services, cloud APIs, or external credentials are requested.
Instruction Scope
SKILL.md instructs running the included Python script and validating inputs. It does not tell the agent to read arbitrary system files, environment secrets, or send data to external endpoints. The runtime steps and parameters are confined to generating and outputting cases.
Install Mechanism
There is no install spec; this is effectively an instruction-only skill with bundled code. The script relies only on Python standard library (no external downloads or archive extraction). No network-based installs or obscure URLs are present.
Credentials
The skill declares no required environment variables, credentials, or config paths. The code and SKILL.md do not reference secrets or unrelated environment variables.
Persistence & Privilege
Skill does not request always:true and does not modify other skills or system-wide settings. Default autonomous invocation is allowed by platform policy but the skill itself has no privileged persistence or configuration changes.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install usmle-case-generator
  3. After installation, invoke the skill by name or use /usmle-case-generator
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
USMLE Case Generator 1.0.0 – initial release. - Generates USMLE Step 1 and Step 2 CK style clinical vignettes, including patient history, physical exam, labs, imaging, and USMLE-style questions. - Supports customizable parameters: step level, topic, condition, difficulty, output format, and answer key inclusion. - Outputs in text, JSON, or markdown formats for flexibility in review and integration. - Delivers multiple-choice questions with detailed answer explanations and educational objectives. - Structured for academic use with documented assumptions, fallback guidance, and workflow auditability. - Provides reference materials and templates for consistent case structure.
Metadata
Slug usmle-case-generator
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is USMLE Case Scenario Generator?

Generate USMLE Step 1/2 style clinical cases with patient history, physical. It is an AI Agent Skill for Claude Code / OpenClaw, with 111 downloads so far.

How do I install USMLE Case Scenario Generator?

Run "/install usmle-case-generator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is USMLE Case Scenario Generator free?

Yes, USMLE Case Scenario Generator is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does USMLE Case Scenario Generator support?

USMLE Case Scenario Generator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created USMLE Case Scenario Generator?

It is built and maintained by AIpoch (@aipoch-ai); the current version is v1.0.0.

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