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RepeatFlow Research
Research and method pages about applying spaced repetition to real learning materials, language context, flashcards, review load, and material-based review.
What this research hub is for
Short answer: This hub collects RepeatFlow's source-backed method and research pages about material-based spaced repetition: reviewing complete learning materials on a spaced schedule while keeping source context, examples, and future review load visible.
RepeatFlow is not trying to become a generic encyclopedia of learning science. The goal is narrower: explain where spaced repetition, active recall, contextual learning, and review-load planning meet the real workflow of learners who study from lessons, articles, videos, notes, PDFs, links, and card sets.
These pages support product rationale and learning principles; they are not product-specific clinical proof.
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| Page | Best for | Why it matters |
|---|---|---|
| Spaced Repetition in Context | Understanding the core idea | Explains why spaced review can apply to complete learning materials, not only isolated flashcards. |
| Material-Based Spaced Repetition | Understanding the product method | Shows how RepeatFlow turns the idea into Materials, Repeat Plans, Calendar, Focus, and Recovery. |
| Flashcards vs Materials | Comparing workflows | Gives a fair comparison of card-first and material-first spaced repetition. |
Language and context
These pages focus on language learning problems where source context often matters:
A single translation or prompt can be useful, but it often does not show collocation, register, grammar pattern, example sentence, or intended meaning. In RepeatFlow, the original Material stays available when those details matter.
Flashcards and review load
RepeatFlow does not reject flashcards. Cards are useful for active recall, compact prompts, formulas, definitions, and vocabulary checks.
The problem is narrower: isolated cards are not always enough when the learner needs the original lesson, article, video, note, example, or explanation. They can also create review queues that feel bigger than the learner expected.
Useful pages:
How these pages are maintained
RepeatFlow research pages are written to be practical and source-aware. They separate learning-science principles from product behavior, cite primary literature or authoritative sources for research statements, use concrete workflow examples, and link related pages so each important idea has context.
Corrections and feedback can be sent through Support.
RepeatFlow is coming to mobile.
The app is planned for iOS and Android. Read the method while store listings are being prepared.