Flashcard Deck Audit: Quality, Cards Per Concept and Review Load

Fix flashcards that are too long, ambiguous or too many.

Added October 15, 2026. Written with AI assistance and checked for clarity and placeholders; not reviewed by a lawyer, accountant, clinician or other professional. How these prompts are made

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[VERIFY] is an editorial flag, not a blank to fill. Wherever the prompt shows [VERIFY], check that item against a reliable source before you use it (what [VERIFY] means).

Audit my flashcard deck. A sample of 20 cards, front and back: [CARD_SAMPLE]. Total number of cards and my daily review time: [DECK_SIZE_AND_TIME]. What I am studying for: [PURPOSE]. Problems I notice: [PROBLEMS].

Rate each card on one idea per card, clear question, answerable without cues, brevity, and usefulness for the assessment. Make a table with Card, Issue, and Rewrite. Identify cards that test recognition when recall is needed, answers that are lists of many items, and cards that depend on context. Calculate the review load: new cards per day, expected reviews per day under a simple schedule I give, and the time per card, showing the arithmetic. Suggest a limit for new cards that fits my time and a plan for removing low-value cards.

Do not invent subject facts; mark corrections as [VERIFY].

Add a worked review load estimate: 600 cards, 20 new a day, average 8 reviews per card over the first month at 8 seconds each, giving about 25 minutes a day at the peak, and a before-and-after rewrite of one overloaded card into three focused cards.

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