Sloppify

ideas/learning-knowledge/spaced-repetition-study-agent.md

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