deep-question

name	deep-question
description	Generate quiz questions with answers on any topic.
metadata	{"nanobot":{"emoji":"❓","requires":{"bins":["deeptutor"]}}}
always	false

Deep Question (Quiz Generation)

Use the exec tool to invoke DeepTutor's quiz generation pipeline (ideation → evaluation → generation → validation).

When to Use

• User wants practice questions or quizzes on a topic
• User is preparing for an exam or self-testing
• User asks to "generate questions", "quiz me", "create practice problems"

Command

deeptutor run deep_question "<topic>" --format json -l <lang> [options]

Options

Flag	Description
-l <lang>	Response language: en or zh
--config num_questions=N	Number of questions (default: 1, max: 50)
--config difficulty=<level>	easy, medium, hard
--config question_type=<type>	multiple_choice, open_ended, true_false, etc.
--config mode=<mode>	custom (default) or mimic
-t rag	Ground questions in a knowledge base
--kb <name>	Knowledge base to use

Examples

Basic quiz:

deeptutor run deep_question "Calculus integration techniques" --format json -l en --config num_questions=5 --config difficulty=medium

Multiple-choice from a textbook:

deeptutor run deep_question "Chapter 3: Linear Algebra" --format json -l zh -t rag --kb math-textbook --config question_type=multiple_choice --config num_questions=10

Hard open-ended questions:

deeptutor run deep_question "Quantum mechanics fundamentals" --format json -l en --config difficulty=hard --config question_type=open_ended

Important

• This capability can take over a minute for multiple questions — use timeout=300 with the exec tool.
• Parse NDJSON events with "type": "content" for the generated questions and answers.