anatomy-quiz-master

Files (5)

• SKILL.md
• _meta.json
• guidelines.md · references/
• requirements.txt
• main.py · scripts/

SKILL.md (first lines)

# Anatomy Quiz Master

## Overview

Comprehensive anatomy education tool that generates interactive quizzes covering gross anatomy, neuroanatomy, and clinical anatomy with adaptive difficulty and detailed explanations.

**Key Capabilities:**
- **Regional Quizzes**: Head/neck, thorax, abdomen, pelvis, limbs
- **Multiple Question Types**: Identification, function, clinical correlation
- **Adaptive Difficulty**: Basic, intermediate, advanced levels
- **Image Integration**: Label identification with anatomical images
- **Progress Tracking**: Performance analytics and weak area identification
- **Exam Mode**: Timed simulations for USMLE-style preparation

## When to Use

**✅ Use this skill when:**
- Medical students preparing for anatomy practical exams
- Self-assessment after anatomy lectures or dissections
- Identifying weak anatomical regions for focused study
- Creating practice questions for study groups
- Remediation for students who failed anatomy assessments
- Preparing for USMLE Step 1 anatomy questions
- Teaching assistants generating quiz materials for labs

**❌ Do NOT use when:**
- Primary learning resource for anatomy → Use textbooks/atlas first
- Substitute for cadaver lab attendance → Use for supplemental practice only
- Pathology or physiology questions → Use specialized skills for those topics
- Board exam registration or scheduling → Use official NBME resources

**Integration:**
- **Upstream**: `usmle-case-generator` (clinical context), `anki-card-creator` (flashcard export)
- **Downstream**: `study-limitations-drafter` (weakness analysis), `performance-tracker` (progress monitoring)

## Core Capabilities

### 1. Regional Anatomy Quizzes

Generate focused quizzes by body region:

```python
from scripts.quiz_generator import QuizGenerator

generator = QuizGenerator()

# Generate thorax quiz
quiz = generator.generate_quiz(
    region="thorax",
    topics=["heart", "lungs", "mediastinum", "thoracic_wall"],
    difficulty="intermediate",
    n_questions=20
)

# Export for LMS
quiz.export(format="json", filename="thorax_quiz.json")
```

**Supported Regions:**
| Region | Subtopics | Question Types |
|--------|-----------|----------------|
| **Head & Neck** | Skull, cranial nerves, triangles, viscera | Identification, pathways, clinical |
| **Thorax** | Heart, lungs, mediastinum, pleura | Relations, auscultation, imaging |
| **Abdomen** | GI tract, retroperitoneum, vessels | Peritoneal reflections, vascular supply |
| **Pelvis** | Organs, perineum, walls | Gender differences, clinical correlations |
| **Upper Limb** | Shoulder, arm, forearm, hand | Muscle actions, innervation, clinical |
| **Lower Limb** | Hip, thigh, leg, foot | Gait, compartments, clinical exams |
| **Back** | Vertebral column, spinal cord, muscles | Levels, landmarks, clinical |

### 2. Neuroanatomy Pathway Tracing

Specialized quizzes for neural pathways:

```python
# Neuroanatomy quiz
neuro_quiz = generator.generate_neuro_quiz(
    pathway_type="motor",  # or "sensory", "cranial_nerves", "reflexes"
    include_lesions=True,
    clinical_correlations=True
)
```

**Pathway Types:**
- **Motor Pathways**: Corticospinal, corticobulbar, basal ganglia circuits
- **Sensory Pathways**: Dorsal column, spinothalamic, trigeminal
- **Cranial Nerves**: All 12 nerves with nuclei and clinical tests
- **Reflex Arcs**: Deep tendon, superficial, visceral
- **Vascular**: Arterial supply, venous drainage, stroke syndromes

### 3. Clinical Correlation Questions

Integrate anatomy with clinical scenarios:

```python
clinical_quiz = generator.generate_clinical_quiz(
    region="abdomen",
    scenario_types=["surgery", "radiology", "physical_exam"],
    difficulty="advanced"
)
```

**Question Formats:**
```
Clinical Scenario:
"A 45-year-old male presents with epigastric pain radiating to the back. 
CT shows a mass in the lesser sac."

Question: "Which artery runs immediately posterior to the body of the 
pancreas and would be at risk during resection?"

A) Splenic artery
B) Superior mesenteric artery
C) Common hepatic artery
D) Left gastric artery

Correct: B) Superior mesenteric artery

Explanation: The SMA emerges from the aorta at L1 and passes posterior 
to the neck of the pancreas and anterior to the uncinate process...

From LeoYeAI/openclaw-master-skills, MIT.

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