⚡ Promptolis Original · Learning & Growth
🧩 Learning How to Learn — Oakley Protocol
Active recall + spaced repetition + interleaving + chunking.
Why this is epic
Barbara Oakley's research (Learning How to Learn Coursera course, most-taken online course ever): active recall beats re-reading, spaced repetition beats cramming, interleaving beats blocking, chunking consolidates skill. Techniques beat time.
Most learning advice is time-based ('study more'). Oakley's is technique-based — same time, dramatically better retention + transfer.
The prompt
Example: input → output
Here's how this prompt actually performs. Real input below, real output from Claude Opus 4.
<what-learning>Medical board exam prep (USMLE Step 2)</what-learning> <current-study-habits>Reading First Aid book + watching Pathoma videos. Make some flashcards but inconsistent.</current-study-habits> <time-available>6 hours daily</time-available> <exam-or-milestone>3 months from now</exam-or-milestone>
Current Habits Assessment
You're in Oakley-fail zone:
- Reading First Aid (passive re-reading, weak retention)
- Watching Pathoma (passive, weak retention)
- Inconsistent flashcards (missed the active-recall benefit)
This is common pre-exam pattern. Feels productive; retention is poor.
Active Recall Methods
Replace passive reading/watching with:
- Anki daily. UWorld question bank daily. USMLE-Rx for high-yield facts.
- UWorld questions: 40-80/day spaced over 3 months = ~6000 questions (full bank twice).
- Explain aloud: after each chapter, explain to imaginary student without notes.
- Self-quizzing: close book; write key concepts; compare.
Spaced Repetition Schedule
Anki intervals (default optimal):
- New card day 1 → review day 3 → day 7 → day 14 → day 30
- Miss threshold: if you miss, restart interval
Don't over-add cards. 30-50 new cards daily + reviews (growing to 300-500 daily by month 2) is realistic sustainable pace.
Interleaving Design
Don't study cardiology for 3 hours straight. Mix:
- 30 min cardiology questions
- 30 min pulmonology questions
- 30 min GI questions
- Repeat
Feels harder (context-switching). Retention better. USMLE tests interleaved anyway.
Chunking Strategy
Medical knowledge chunks:
- Mechanism → diagnosis → treatment → complications (consistent frame per disease)
- Pattern-recognition across diseases (e.g., 'this presentation = these 3 ddx')
- System-level schemas (renal physiology integrates everything renal)
Daily Structure (6 hours)
Morning (2.5 hours, peak cognitive):
- 2 hours UWorld questions (80 questions, interleaved)
- 30 min review explanations + add Anki cards from misses
Midday (1 hour):
- Anki reviews + new cards
Afternoon (2 hours):
- Review First Aid / Pathoma for topic with most UWorld misses that day
- Teach-aloud method for weakest area
Evening (30 min):
- Light review + closing Anki
Non-negotiable:
- 7.5+ hours sleep (memory consolidation)
- 30 min exercise 4x/week (BDNF + cognitive performance)
- No all-nighters
Month 3 adjustment:
- Weeks 12-11: practice tests weekly
- Week 10: simulate exam conditions
- Week 9-8: address weakest topics + pattern practice
Common use cases
- Academic students
- Professional skill acquisition (coding, design, medicine)
- Language learners
- Musicians, athletes — anywhere skill acquisition matters
- Teachers / parents helping learners
Best AI model for this
Sonnet 4.5.
Pro tips
- Active recall: testing yourself > re-reading. Flashcards, self-testing, teaching others.
- Spaced repetition: review at increasing intervals (1d, 3d, 7d, 14d, 30d).
- Interleaving: mix different problem types vs. blocking same type. Feels harder; retains better.
- Chunking: group related items into larger units. Builds complexity.
- Sleep + exercise consolidate learning. Not optional.
Customization tips
- For visual learners: concept maps + diagrams alongside text-based active recall.
- For professional exams (CPA, CFA, bar): principle identical; content differs. Question banks + spaced repetition + interleaving universal.
- For language learning: active recall = conversation. Spaced = vocabulary SRS. Interleaving = varying topics. Chunking = phrases not words.
- For physical skills (sports, music): deliberate practice + spaced + interleaved drill types.
- For kids / teens: same principles; age-appropriate implementation. Make active recall gamified.
Variants
Default Learning Protocol
General skill/academic
Language Learner
Specific to language acquisition
Medical / Professional Exam
Dense factual learning
Technical Skill (Coding)
Applied skill + facts
Frequently asked questions
How do I use the Learning How to Learn — Oakley Protocol prompt?
Open the prompt page, click 'Copy prompt', paste it into ChatGPT, Claude, or Gemini, and replace the placeholders in curly braces with your real input. The prompt is also launchable directly in each model with one click.
Which AI model works best with Learning How to Learn — Oakley Protocol?
Sonnet 4.5.
Can I customize the Learning How to Learn — Oakley Protocol prompt for my use case?
Yes — every Promptolis Original is designed to be customized. Key levers: Active recall: testing yourself > re-reading. Flashcards, self-testing, teaching others.; Spaced repetition: review at increasing intervals (1d, 3d, 7d, 14d, 30d).
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