Use when long-term knowledge retention is needed (weeks to months), studying for exams or certifications, learning new job skills or technology, mastering substantial material that requires systematic review, combating forgetting through spaced repetition and retrieval practice, or when user mentions studying, memorizing, learning plans, spaced repetition, flashcards, active recall, or durable learning.
Memory-retrieval-learning applies cognitive science research on how humans learn durably:
Key Principles:
Spaced Repetition: Review material at increasing intervals (1 day, 3 days, 7 days, 14 days, 30 days)
Retrieval Practice: Test yourself actively rather than passively re-reading
Interleaving: Mix different topics/types rather than blocking by type
Elaboration: Connect new knowledge to existing understanding
Quick Example:
Learning Spanish verb conjugations:
Week 1: Learn 20 new verbs → Test yourself same day
Week 1: Review those 20 verbs after 1 day → Test
Week 1: Review after 3 days → Test
Week 2: Review after 7 days → Test + Add 20 new verbs
Week 3: Review old verbs after 14 days → Test + Continue new verbs
Week 5: Review after 30 days → Test
This combats the forgetting curve by reviewing just before you'd forget.
Workflow
Copy this checklist and track your progress:
Learning Plan Progress:
- [ ] Step 1: Define learning goals and timeline
- [ ] Step 2: Break down material and create schedule
- [ ] Step 3: Design retrieval practice methods
- [ ] Step 4: Execute daily learning sessions
- [ ] Step 5: Track progress and adjust
Step 1: Define learning goals and timeline
Clarify what needs to be learned, by when, and how much time is available daily. Identify success criteria (pass exam, demonstrate skill, etc). Use resources/template.md to structure your plan.
Step 2: Break down material and create schedule
Chunk material into learnable units. Calculate spaced repetition schedule based on timeline. Plan initial learning + review cycles. For complex schedules or long timelines (6+ months), see resources/methodology.md for advanced scheduling techniques.
Step 3: Design retrieval practice methods
Create active recall mechanisms: flashcards, practice problems, mock tests, self-quizzing. Avoid passive techniques (highlighting, re-reading). See Common Patterns for domain-specific approaches.
Step 4: Execute daily learning sessions
Follow the schedule: new material in morning (peak alertness), reviews in afternoon/evening. Use retrieval practice consistently. Log what's difficult for extra review. For advanced techniques like interleaving or desirable difficulties, see resources/methodology.md.