clinical-content-gen

Generate NCCPA-aligned clinical questions with Bloom's level mappings.

Updated Nov 16, 2025
One-click install
npx skills add https://github.com/aaronjullger-lgtm/PANaCEa --skill clinical-content-gen
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: clinical-content-gen
Source: https://github.com/aaronjullger-lgtm/PANaCEa/tree/main/.claude/skills/clinical-content-gen
Command: npx skills add https://github.com/aaronjullger-lgtm/PANaCEa --skill clinical-content-gen

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables educators to generate PA-focused questions, OSCE cases, and rotation content aligned with the NCCPA blueprint taxonomy and Bloom's levels, reducing manual content creation time and ensuring consistency.

Core Features & Use Cases

  • NCCPA blueprint-aligned question generation across organ systems
  • Bloom's level mapping for first/second/third order questions
  • OSCE case templates and rotation-content generation for Internal Medicine, Family Medicine, Emergency Medicine, and more
  • Content gap analysis to prioritize underrepresented areas and align with NCCPA weights
  • Seamless integration with existing FSRS/panacea-dev workflows for end-to-end content generation

Quick Start

Generate a PANCE/PANRE-aligned question set for the Cardiovascular system at Bloom's level second for the Internal Medicine rotation.

Frequently Asked Questions about clinical-content-gen

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate PANCE and PANRE questions aligned to the NCCPA blueprint?

Generate NCCPA-aligned clinical content by specifying an organ system and Bloom's taxonomy level to produce PANCE and PANRE questions with consistent stems, options, rationales, and correct blueprint mappings.

What is the best way to create OSCE cases for PA rotations?

Create OSCE cases for Internal Medicine, Family Medicine, and Emergency Medicine rotations using NCCPA blueprint taxonomy and Bloom's level mapping to ensure clinical scenarios meet PA education standards.

How do I map clinical question stems to different Bloom's taxonomy levels?

Map clinical question stems to Bloom's levels by generating first, second, or third order questions that align with the NCCPA blueprint taxonomy and output structured rationales for each option.

Can I perform content gap analysis for PA exam preparation using NCCPA weights?

Perform content gap analysis to prioritize underrepresented clinical areas and align generated question banks with NCCPA blueprint weights for comprehensive PA exam preparation.

Does the generated clinical content follow a strict schema for question banks?

Generated clinical content follows a strict schema, ensuring every question includes structured stems, options, rationales, and correct NCCPA blueprint mappings for consistent question bank formatting.

Can I integrate generated NCCPA-aligned content with existing FSRS workflows?

Integrate generated NCCPA-aligned content seamlessly with existing FSRS and panacea-dev workflows to enable end-to-end clinical content generation for PA education.