Minimum Viable Clue Method
Stop "fake studying." The AI exam prep system that measures what you can actually generate under exam pressure — not just what looks familiar when you re-read your notes.
Knowledge Audit Engine
Diagnose your true Generative Accuracy Score on any topic.
Mock Exam Generator
Examiner-grade papers with full mark schemes and grade boundaries.
Generative Drilling Session
Multi-round retrieval practice at STANDARD → HARD → BRUTAL difficulty.
The 3-Phase MVC Loop
A systematic exam preparation protocol engineered to close the recognition-vs-generation gap permanently.
Diagnose — Knowledge Audit
Run the Minimum Viable Clue Protocol on any topic. The AI gives you the smallest possible clue — just enough to make the question fair — then measures how much you can actually write independently. The output is a numeric Generative Accuracy Score with a precise breakdown of what you own vs. what you only recognise.
Simulate — Mock Exam Generator
Generate a complete, examiner-calibrated mock paper for any subject and difficulty tier — Foundation, Intermediate, Advanced, or Exam-simulation. Section A delivers a properly formatted paper with mark allocations. Section B immediately follows with a full official mark scheme and grade boundary table for self-grading.
Reinforce — Generative Drilling
Target your confirmed weak spots with multi-round retrieval practice. Difficulty ramps automatically from STANDARD (minimum clue) → HARD (category label only) → BRUTAL (zero clue). The AI tracks per-concept progress and produces a session summary report with improvement trends and next-session priorities.
Built for High-Stakes Exams
One methodology, deployed across every exam format where generation — not recognition — determines your grade.
High School & AP/IB/A-Level
National and standardised board exams test written generation under strict time pressure. The MVC Knowledge Audit reveals exactly which syllabus topics you can write confidently vs. which ones will leave you staring at a blank page.
- AP Biology, History, Economics, Psychology
- IB Higher Level written papers
- A-Level essay and short-answer formats
University Midterms & Finals
University exams demand synthesis and evaluation, not just recall. The Mock Exam Generator produces university-calibrated questions at Intermediate and Advanced difficulty with full model answers — so you practise grading yourself before the real thing.
- Economics case-study essays
- Law problem questions & IRAC format
- Psychology and Sociology evaluation questions
Professional Licensing Candidates
Bar, CPA, Medical, and CFA exams require generating precise technical content under time pressure. The MVC Drilling Session targets specific doctrine, regulations, or formulae at escalating difficulty until mastery is confirmed by score, not feeling.
- Bar Exam MBE, MEE doctrine recall
- CPA financial statement concepts
- Medical licensing clinical reasoning
Interactive Vault Preview
Experience the first prompt free. Configure your Subject and Topic, then see the MVC Knowledge Audit protocol in real-time.
Get the Full Pack
Unlock all 3 MVC prompt templates, the 35-page PDF manual, and one-click Prompt Vault import.
Frequently Asked Questions
Everything you need to know about the Minimum Viable Clue exam prep system.
What is the Minimum Viable Clue Method?
The Minimum Viable Clue Method (MVC) is a complete AI exam prep system built on a core cognitive science insight: recognizing information when it's placed in front of you and generating it from scratch under exam conditions are two entirely different cognitive skills — and exams only test generation. The MVC method uses a 3-step Diagnose → Simulate → Reinforce loop to convert passive familiarity into active, exam-ready recall, measured by a numeric Generative Accuracy Score.
What is a Generative Accuracy Score?
The Generative Accuracy Score is a numeric metric the AI calculates after administering 6–12 precision-calibrated recall questions on your chosen topic. It measures what percentage of required content points you independently generated — without recognition cues or multiple-choice framing. A score below 70% signals active exam risk, regardless of how confident you feel after re-reading notes.
Which subjects and exam types does this support?
The MVC system is subject-agnostic. Built-in variable presets cover Biology, History, Economics, Chemistry, Mathematics, Physics, Psychology, and Law. It supports any exam format with written generation — AP/IB/A-Level board exams, university midterms and finals, and professional licensing exams (Bar, CPA, Medical, CFA, Engineering licensure).
Which AI models work with these prompts?
The MVC prompts are optimised for advanced reasoning models including GPT-4o, Claude 3.5 Sonnet, Gemini 1.5 Pro, and DeepSeek-R1. They use structured role-framing and sequential output control techniques that perform best with high-parameter instruction-following models. They also work on GPT-3.5 and Gemini Flash for basic functionality.
Do I need Prompt Vault to use these prompts?
No. You can copy and paste the prompts directly into ChatGPT, Claude, or any LLM interface. However, we also include a prompts.json file that imports in one click into our free Prompt Vault tool, which provides structured variable dropdowns, live preview, and a clean workflow interface — strongly recommended for repeated use.
Is there a refund policy?
Since this is a digital product with instant delivery, we generally do not offer refunds after download. If the prompts do not perform as expected for your specific exam or subject, contact us and we will help you optimise them for your use case at no charge.