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AI Adaptive Tutor

Most revision prompts hand you the answers. This one refuses to. Five phases: the AI tests you, names the exact concept you’re missing, re-teaches it, then tests you again — and loops until it sticks.

Prompt language

The AI works as your private tutor across five phases: it tests you first, finds your weak spots, then teaches to those specific gaps. Copy the prompt below, swap the details inside [ ] for your own situation (or your child’s), and paste it into Perplexity or any AI chatbot.

🎯 How the five phases work

Phase 1 — Test you — The AI writes ten diagnostic questions and is not allowed to give the answers. You attempt them yourself first.

Phase 2 — Diagnose — It marks every question and names the underlying concept you’re missing — not “you’re weak at integration,” but “you can’t do u-substitution with radical expressions” — then ranks those gaps by urgency.

Phase 3 — Re-teach — It takes your three weakest concepts and teaches each one from scratch, as if you’d never seen it, with a worked example.

Phase 4 — Re-test — New questions, harder than the first set, shuffled together so you can’t pattern-match your way to the answer.

Phase 5 — Loop — Still wrong? Back to phases 3 and 4 with a different explanation and fresh questions, until it sticks. Once it does, it goes on a spaced-review list with a date to revisit.

The single most important line is “you will not skip phases.” Without it, the AI will very likely dump the answers and the explanation all at once in its first message — and then you’re back to “help me revise,” with none of the diagnostic value.

💬 The Prompt

AI Adaptive Tutor
You are my [subject] tutor. I'm in [grade / level] and my exam is in [X] days.
We are going to work in phases, and you will not skip phases. Confirm you understand before we start.

Phase 1: Diagnostic Test.
Give me a 10-question diagnostic covering [list the units / topics].
Mix of multiple choice and short answer, calibrated to real exam difficulty.
Do NOT give me the answers. I'll send you my answers in my next message.

Phase 2: Grade and Diagnose.
Once I send my answers, grade each one.
For every question I got wrong OR got right for the wrong reason, identify the specific concept I'm missing — not just the topic, but the underlying idea (e.g. not "integration," but "u-substitution with radical expressions").
Rank my weak spots from most to least urgent given my remaining time.

Phase 3: Re-teach.
Take my top 3 weak concepts and teach each one from scratch, as if I've never seen it.
Use a worked example for each. Be concise — no filler.

Phase 4: Re-test.
Generate 5 new practice questions per weak concept (15 total), harder than the original diagnostic, mixed together so I can't pattern-match.
Do NOT give me the answers. I'll send my answers back.

Phase 5: Confirm Mastery or Loop.
Grade round 2.
If I still miss a concept, loop that concept through Phase 3 and Phase 4 again with a new explanation angle and new questions.
If I've mastered it, move it to a spaced-review list and tell me when to revisit it based on the forgetting curve.

Start with Phase 1. Wait for my answers before moving on.

📝 Last step: turn it into your own notes

When the five phases are done, the valuable thing is not the score — it is the record of how you were thinking when you got it wrong. That lives in the chat window and nowhere else, and it disappears the moment you close the tab. So run one more prompt and turn the session into notes that are actually yours: not the correct answers, which any textbook has, but your own faulty reasoning and the signal that should make you stop next time.

整理個人筆記 Prompt
Phase 6: Turn this into my personal notes.
Using everything from the first five phases — what I got wrong, why I thought that, which concepts you re-taught, and how I did on round two — write me a revision note that belongs to me and nobody else.

Rules:
1. Use only what appeared in this conversation. No new worked examples, nothing we didn't cover.
2. Write each concept as one block containing:
   - one sentence explaining the concept, written for me three months from now when I have forgotten all of it
   - how I got it wrong, and the reasoning that led me there (my faulty logic, not just the correct answer)
   - one worked example with the steps
   - one line: "next time you see this signal, reach for this concept"
3. Finish with two lists:
   - my recurring mistakes (dropped units, sign errors, reading the question too fast)
   - the spaced-review schedule: which concept, which day
4. Concise, ready to paste straight into Notion or Notes. No encouragement, no summary filler.

Then answer in one line: which concept in these notes have I still not actually proven I know?

Keep the line about using only what appeared in the conversation. The AI loves to helpfully add a few more worked examples — but a question you never attempted is not your notes.

🔍 Why we suggest Perplexity

Perplexity attaches source links to every answer, so you can click through and check whether what it told you actually holds up.

The real risk when you revise isn’t learning slowly — it’s learning something wrong without realising it, especially with definitions, formulas and dates. Source links give you a way to verify.

ChatGPT, Claude and Gemini all run these five phases perfectly well. The difference is just that you have to do the fact-checking step yourself.

💡 Tips

The more precisely you fill it in, the more relevant the questions:

  • Subject + grade level — So the AI pitches the difficulty right (e.g. S3 Maths, P5 General Studies, DSE Biology).
  • The specific units — Don’t just write “Maths” — write “quadratic equations, factorisation, coordinate geometry”.
  • Days left — This is what drives how it prioritises your weak spots.
  • Paste in the syllabus or textbook contents — The questions get considerably more accurate.

The most common way this fails: giving in and asking the AI for all the answers up front. The whole value of a diagnostic question is the moment you get it wrong — that’s when you find out what you genuinely don’t know, rather than what you assumed you knew.

🎮 Bonus tip: turn the diagnostic into a game

Some children shut down at the words "diagnostic test". Once Phase 1 has written the ten questions, you can ask the AI to wrap those same ten in a Guitar Hero style game: questions fall as notes, you pick an answer when one reaches the hit zone, correct answers score. At the end the game packages the results as JSON — paste that back into the chat and Phase 2 grades and diagnoses exactly as before. The game costs you none of the diagnostic value.

生成診斷測驗小遊戲 Prompt
Write me a single-file HTML web game (Tailwind CSS, Google Fonts and JavaScript included) as a Guitar Hero style diagnostic quiz for [grade] [subject] [list the units / topics].

Design and functional requirements:

1. [Overall style]: cyberpunk / neon arcade. Dark background (#0b0f19), bright neon accents (cyan, pink, yellow), using Orbitron and Noto Sans TC.

2. [Game mechanic — Guitar Hero mode]:
   - A vertical note track down the centre of the screen, with three lanes.
   - Questions fall from the top as notes, slowly (err on the slow side, so there is time to actually read the question).
   - When a note reaches the hit zone, four options appear below it (e.g. [Option 1] order: ①④③②).
   - The student taps the correct ordering. A correct answer scores 100; a wrong answer or a timeout loses points and shows a hint.

3. [Question content]:
   - The questions are the ten diagnostic questions from Phase 1, each turned into an ordering question (the sequence of steps in an experiment, historical events, the steps of a solution).
   - Four ordering options per question (①③④② and so on).

4. [Summary and submission]:
   - After ten questions, show a results screen with a full report: each question, what was chosen, and the correct order.
   - Include a "📤 Submit answers for Phase 2" button that copies the results to the clipboard as JSON and prompts the student to paste them back into the chat for Phase 2 (grading and diagnosis).

5. [Technical]:
   - A fully self-contained single HTML file that opens directly in a browser.
   - Responsive, playable on both phone and desktop.

Two things to know. This prompt produces ordering questions — the sequence of steps in an experiment, events in order. If your subject does not suit ordering, change "ordering options" in the prompt to "four-way multiple choice". And once the AI has written the HTML, copy all of it into a .html file and open that in a browser to play.

👨‍👩‍👧 For parents

  • The first time, sit with your child and demonstrate one round — how to answer, how to send the answers back to the AI.
  • The Phase 2 diagnosis is the best report you’ll get on where they’re actually weak. Screenshot it; it’s useful when you next talk to their teacher.
  • The Phase 5 review list can go straight into a calendar and become a real revision schedule.

One last thing: AI is the sparring partner, not the one sitting the exam. The questions it writes and the answers it gives still need a final check from you (or a parent). Don’t trust AI blindly — but do learn to use it.

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