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    Source-to-Flashcard Quality Gate

    1

    Build a checked flashcard deck plan with atomicity, coverage and misconception tests from supplied information with evidence links, conflict handling and reusable quality gates.

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    See it in action

    You say

    Analyze my notes on Mitosis vs Meiosis. Create a flashcard plan that flags common misconceptions and traces every card to my specific lecture notes.

    Your agent does

    • Scope: Cell Division Unit
    • Evidence Ledger: [S1] Lecture Notes p.4
    • Domain Register: ID: 001 | Item: Prophase I Pairing | Source: [S1] | Status: Supported | Next: Create Card
    • Conflicts: None
    • Quality Gate: 100% Traceability confirmed. Atomicity test passed.

    What you get

    Convert messy lecture notes into atomic, testable flashcard plans.Identify and flag common student misconceptions in study material.Maintain a traceable evidence ledger between sources and study cards.Audit existing decks for coverage gaps and factual conflicts.

    About this skill

    Source-to-Flashcard Quality Gate turns messy education & study material into a checked flashcard deck plan with atomicity, coverage and misconception tests. It preserves source evidence, missing facts and conflicts; returns stable registers that can be updated; and includes quality gates, failure handling and safe defaults. No paid API or external service is required. Target buyer: students creating flashcards.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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