Flashcard Deck Quality Audit
Fix cards that do not help recall.
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. Twenty sample cards with front and back: [CARDS]. The subject and exam: [SUBJECT_EXAM]. How often I review and my success rate: [REVIEW_DATA]. Check cards for one idea each, clear prompts, answers that are short, cards that test recognition instead of recall, context missing, cards that are too similar, and cards that could be a diagram or question. Suggest rewrites. Return a table with Card, Problem and Rewrite, a score from 1 to 10 for usefulness, and rules for new cards. Check facts against my course materials [VERIFY]. Also suggest how to tag cards by topic, remove cards I always get right, and add examples to cards that I keep forgetting. Provide a plan for checking factual accuracy against my course materials, and a limit on the number of new cards per day so that reviews stay manageable. Conclude by ranking your recommendations by effort and by expected benefit in a small table, and mark any that depend on someone else's approval or budget.
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