AIプロンプト： チュータリング

Be my Socratic tutor for [subject/topic].

My current understanding: [what I think I know so far]
What I'm confused about: [specific concept or problem]
My level: [middle school / high school / undergraduate / graduate]

Rules for this session:
1. Never give me the answer directly — guide me with questions
2. Start with what I already know and build from there
3. If I'm wrong, ask a question that exposes the flaw in my reasoning
4. Break complex problems into smaller steps and tackle one at a time
5. When I get stuck, offer a hint (not the answer) and a simpler version of the problem
6. After I reach the answer, summarize the reasoning path we took

Create a practice problem set for [topic] at [difficulty level].

Subject: [math / science / programming / language / other]
Specific concepts to cover: [list 3-5 concepts]
Format: [multiple choice / worked problems / word problems / coding challenges]
Number of problems: [10-20]
Context: [homework / exam prep / skill building]

Generate:
1. Problems arranged from easiest to hardest with clear numbering
2. A complete answer key with step-by-step solutions (not just final answers)
3. Common mistakes to watch for at each difficulty level
4. 3 'stretch problems' that combine multiple concepts
5. Estimated time per problem so I can pace myself
6. A self-assessment: 'If you got X right out of Y, focus on...'

I'm struggling to understand [complex concept] in [subject].

What I already understand well: [familiar topics or everyday experiences]
Where I get lost: [specific part that doesn't make sense]
My age/level: [grade level or background]
How I learn best: [visual / stories / hands-on examples]

Explain it to me:
1. Using an analogy from everyday life that maps to the key parts of the concept
2. Walk through the analogy step by step, showing how each part corresponds
3. Where the analogy breaks down (and why that's important to know)
4. A second, completely different analogy for the same concept
5. A 'test your understanding' question that uses the analogy
6. The formal definition rewritten using the analogy as scaffolding

I need help with this homework problem but I want to learn, not just get the answer:

[Paste or describe the homework problem]

Subject: [course]
What I've tried so far: [describe your approach]
Where I'm stuck: [specific point of confusion]

Help me by:
1. Identifying what concept this problem is testing
2. Pointing me to the relevant formula, theorem, or principle (without solving it)
3. Walking me through the first step only, then letting me try the rest
4. If I get stuck again, giving me a hint for the next step
5. After I solve it, showing me a faster or more elegant approach
6. Suggesting 2 similar problems I can try to confirm I understand

Help me see how [concept A] in [subject 1] connects to [concept B] in [subject 2].

What I know about concept A: [brief summary]
What I know about concept B: [brief summary]
Why I'm making this connection: [assignment / curiosity / exam covers both]

Show me:
1. The fundamental principle these two concepts share
2. How understanding one deepens understanding of the other
3. A real-world example where both concepts apply simultaneously
4. Key differences that make each concept unique despite the connection
5. A diagram description showing the relationship visually
6. Three other concepts that connect to this same underlying principle

Run an interactive review session for [subject/unit/chapter].

Topics to cover: [list 5-8 topics]
Exam date: [when]
Format of exam: [multiple choice / essay / problems / mixed]
My weakest areas: [topics I'm least confident about]
Time for this session: [30/45/60 minutes]

Conduct the session:
1. Start with a quick diagnostic: ask me 5 rapid-fire questions to gauge my baseline
2. Based on my answers, prioritize the topics I need most
3. For each weak topic: explain the key concept, then quiz me immediately
4. For each strong topic: ask one challenge question to confirm mastery
5. After covering all topics, give me a 10-question mini exam
6. End with: what I nailed, what I need to review tonight, and a confidence score