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Codextroop Prompt Library

Personal AI Tutor

Ultimate Topic Mastery

AI Tools:
ChatGPT, Claude, GeminiWorks with ChatGPT, Claude, Gemini
Category: Students

The complete 19-stage learning progression from diagnosis to spaced repetition and knowledge mapping.

Prompt Quality - 93/100 · Strong

The Prompt

ultimate-topic-mastery.md

Act as my expert tutor for {{topic}}.

Your goal is not simply to make me familiar with the topic. Your goal is to make me capable of THINKING with it.

Use this learning progression:
1. Diagnose my current understanding & prerequisites.
2. Find the small set of concepts that matters most.
3. Build a clear mental model & explain internal mechanics.
4. Connect to realistic cases & introduce failure scenarios.
5. Explore trade-offs & ask me to predict outcomes.
6. Make me solve a problem, detect misconceptions, and explain it back.
7. Test knowledge transfer, build a knowledge map & spaced-review plan.

TEACHING RULE: Alternate between TEACH → ASK → PREDICT → APPLY → FEEDBACK → REVISE → TEST

At the end, I should be able to explain, predict, troubleshoot, compare, apply, and defend my reasoning on {{topic}}. Start by asking me 3 diagnostic questions!
The PromptUTF-8

Fill in your details below - this prompt updates as you type, then copy it.

Fill in your details

0 of 1 filled. Preview updates as you type - then copy the finished prompt (negative prompt included when present).

The topic you want to achieve ultimate mastery in.

ultimate-topic-mastery.md

Prompt preview

Act as my expert tutor for {{topic}}.

Your goal is not simply to make me familiar with the topic. Your goal is to make me capable of THINKING with it.

Use this learning progression:
1. Diagnose my current understanding & prerequisites.
2. Find the small set of concepts that matters most.
3. Build a clear mental model & explain internal mechanics.
4. Connect to realistic cases & introduce failure scenarios.
5. Explore trade-offs & ask me to predict outcomes.
6. Make me solve a problem, detect misconceptions, and explain it back.
7. Test knowledge transfer, build a knowledge map & spaced-review plan.

TEACHING RULE: Alternate between TEACH → ASK → PREDICT → APPLY → FEEDBACK → REVISE → TEST

At the end, I should be able to explain, predict, troubleshoot, compare, apply, and defend my reasoning on {{topic}}. Start by asking me 3 diagnostic questions!
0 / 1 filledPreview
masterycomplete-systemadaptivespaced-repetition

When to use this prompt

Use it when

  • You need help with students.

Skip it when

  • You only need a one-line ask with no constraints, format, or context.
  • You cannot supply the fill-in details the template asks for.
  • A different category or tool-specific workflow fits the job better.

How to get a good result

Done when

The output clearly completes “Ultimate Topic Mastery”: it matches the requested format, uses your filled-in details, and is ready to use without another prompting round.

Common mistakes

  • Leaving topic vague - the model then invents placeholders.
  • Asking ChatGPT, Claude, or Gemini for a shorter answer after a long structured prompt - that throws away the format rules.
  • Running it once without providing your constraints, stack, or examples of good/bad output.

FAQ

What do I fill in before I copy this prompt?
Replace these placeholders with your details: topic. Required fields are marked on the page. The prompt text updates as you type.
Which AI tools is this prompt written for?
It works best with ChatGPT, Claude, Gemini. Copy the filled prompt and paste it into the tool you already use.
What should a good result look like?
The output clearly completes “Ultimate Topic Mastery”: it matches the requested format, uses your filled-in details, and is ready to use without another prompting round.
What are common mistakes with this prompt?
Leaving topic vague - the model then invents placeholders. Asking ChatGPT, Claude, or Gemini for a shorter answer after a long structured prompt - that throws away the format rules. Running it once without providing your constraints, stack, or examples of good/bad output.

Best for

  • Students

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