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

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.