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exam-orchestrator

Orchestrate exam generation from configuration to JSON, PDF, Markdown, and QTI exports.

1|Updated Feb 3, 2026
Search Tags:#automation#workflow#education#orchestrate#medical#exam-generation#source-tracking
One-click install
npx skills add https://github.com/u9401066/anesthesia-exam --skill exam-orchestrator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: exam-orchestrator
Source: https://github.com/u9401066/anesthesia-exam/tree/main/.claude/skills/exam-orchestrator
Command: npx skills add https://github.com/u9401066/anesthesia-exam --skill exam-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This orchestration skill coordinates multiple sub-skills to generate, validate, and assemble exams from configuration inputs, saving time and ensuring consistency.

Core Features & Use Cases

  • Orchestrates knowledge indexing, scope analysis, and content extraction to prepare questions.
  • Generates MCQ, essay, and other question types, then validates quality and tracks sources.
  • Assembles final exams and exports in multiple formats for LMS and distribution.

Quick Start

Provide an exam Instruction to generate a complete exam end-to-end.

Frequently Asked Questions about exam-orchestrator

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

FAQPage Schema
How do I automate medical education exam generation end-to-end?▼

Automate medical education exam generation by parsing configuration inputs to orchestrate sub-skills for knowledge indexing, question creation, and validation. This coordinates the entire workflow to produce structured medical exams with source tracking.

What export formats can I generate for my LMS when assembling an exam?▼

You can generate exams in JSON, PDF, Markdown, and QTI formats. These export options ensure compatibility with various learning management systems and distribution channels for the assembled exam content.

Can I generate both MCQ and essay questions for medical exams in one workflow?▼

Yes, you can generate MCQ, essay, and other question types within a single workflow. The orchestration skill coordinates content extraction and question generation to assemble diverse formats while applying validation and source tracking.

Does automated exam orchestration include validation and source tracking?▼

Automated exam orchestration includes built-in validation and source tracking. It applies robust guardrails to ensure question quality and traces content origins during the knowledge indexing and generation phases.

What is the best way to structure a workflow for exam generation and scope analysis?▼

The best way to structure exam generation is through a configuration-driven workflow that orchestrates scope analysis, content extraction, and question validation. This ensures consistent assembly and automated export across multiple formats.

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