Prompts for learning anything

What it is good at

• Turns any assistant into an on-demand tutor for any subject, at any level.
• Prompts for active recall and quizzing, which retains information far better than reading alone.
• Adapts explanations to your existing knowledge instead of starting from zero every time.
• Builds structured study plans from a syllabus or a vague goal.

Where it falls short

• It can state incorrect facts confidently in niche or fast-moving subjects, verify anything high-stakes against a primary source.
• It doesn't know what you've already forgotten unless you tell it, so self-report your gaps honestly for it to target them.
• Long study plans need periodic re-checking, ask it to adjust the plan once you're behind or ahead, don't just follow it blindly.

How to use it for creative work

1. 01

   State your current level honestly

   Say what you already know and where you get confused, not just the topic, this prevents both over-simplified and over-technical explanations.

2. 02

   Ask to be quizzed, not just taught

   After any explanation, ask for three questions that test whether you actually understood it, not just whether you read it.

3. 03

   Request the explanation three different ways

   If one explanation doesn't land, ask for the same concept via an analogy, then a worked example, then a diagram description, different formats catch different gaps.

4. 04

   Build a plan from a deadline backwards

   Give the exam date or goal date and ask it to work backwards into weekly milestones, rather than asking for a generic study schedule.

5. 05

   Review out loud, not just on screen

   Ask it to act as an oral examiner for spoken subjects or interviews, reading your own explanation aloud reveals gaps that silent reading hides.

Ready-to-use prompts

Explain [concept] to me. I already understand [what you know], but I get stuck on [specific confusion]. Assume that level, don't restart from the basics, and use one real-world example.

Explain [concept] three different ways: (1) a simple analogy, (2) a worked numerical/practical example, (3) a description of a diagram I could draw to visualise it. Keep each under 100 words.

Ask me 5 questions to test whether I actually understand [topic], increasing in difficulty. Wait for my answer to each before giving the next question, and tell me specifically what I got wrong or missed, not just right/wrong.

Here's my own explanation of [concept] in my own words: [paste your explanation]. Tell me specifically what's missing, wrong, or oversimplified, don't just say it's correct if it's incomplete.

I need to learn [topic/syllabus] by [date]. I can study [X hours] per week. Work backwards from the deadline into weekly milestones, flagging which topics are foundational and must come first.

Here is a chunk of dense material: [paste text/notes]. Turn it into 10 flashcard-style question-and-answer pairs, focusing on the concepts most likely to be tested, not trivial details.

I answered [my answer] to this question: [question], but the correct answer is [correct answer]. Explain specifically why my reasoning was wrong, not just what the right answer is.

Act as an examiner for [subject/topic]. Ask me one question at a time and, after each answer I give, push back with one follow-up question the way a real examiner would, to test if I really understand it.

Summarise this text at three levels: (1) one sentence, (2) one paragraph, (3) half a page with the key supporting detail. Text: [paste or describe source].

I already understand [topic I know well]. Explain [new topic] by drawing an explicit comparison to what I already know, pointing out where the comparison breaks down too.

Questions people ask

Is it reliable for factual accuracy?

It's strong for well-established concepts but can state incorrect facts confidently in niche, fast-moving or highly technical subjects, always verify anything exam-critical against a primary source.

How do I stop just passively reading explanations?

Always follow an explanation with a quiz prompt, active recall through self-testing retains information far better than reading alone, and the prompt pack above builds this in by default.

Can it replace a real tutor?

It's excellent for on-demand explanation and practice between sessions, but a human tutor still reads nuance, motivation and exam technique better, use both together for high-stakes learning.