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ideas/learning-knowledge/spaced-repetition-study-agent.md
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# Spaced Repetition Study Agent
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Transform raw study notes into spaced-repetition cards and schedule reviews at optimal intervals for long-term retention.
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## Problem
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Most notes are never revisited effectively, causing fast forgetting despite significant study effort.
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## Core capabilities
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- Extract concepts and question-answer pairs from notes.
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- Generate flashcards with difficulty ratings.
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- Schedule reviews using adaptive spaced-repetition algorithms.
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- Send reminders and track retention performance.
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## MVP scope
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- Markdown note ingestion.
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- Card generation with human edit pass.
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- Daily review queue and retention analytics.
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## Success criteria
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- Higher recall over longer periods.
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- Consistent review habit with manageable daily workload.
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## Stretch ideas
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- Speech quiz mode for active recall while walking.
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- Cross-topic linking to reinforce related concepts.
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