Memora Flashcards

Create (or extend) a flashcard deck from cards you generate based on the user's request or the current conversation, then display it for review. Use "::" in deck_name to nest under a category (e.g. "LLM::Attention"). The deck persists to data/decks.json.

Follow Memora's card-quality rules (based on Wozniak's '20 Rules of Formulating Knowledge'). The front is the prompt/question, the back is the answer:

1. Minimum information (atomic): each card tests exactly one fact or concept. Split complex material into several simple cards; never ask for lists or paragraph answers.
2. Concise answers: the back is ideally 1-5 words (a name, date, term, or single concept), never a sentence or paragraph.
3. Active recall: make the front a specific question (not 'Explain X'), or a cloze deletion: write the blank as "[...]" in the front and the hidden term as the back (e.g. front "The Transformer was introduced in [...].", back "2017").
4. Unambiguous: each front must point to exactly one correct answer.

Set reverse=true to also add the back->front version of each non-cloze card (useful for vocabulary or term/definition pairs that should be drilled both ways).

Create (or extend) a multiple-choice quiz deck from questions you generate based on the user's request or the conversation, then display it for review. Use "::" in deck_name to nest under a category. Persists to data/decks.json and is reviewed like flashcards with spaced repetition.

Each question: a clear, specific prompt; 3 to 4 concise options with exactly ONE correct answer and plausible (not obviously wrong) distractors. The answer must match one of the options exactly.

Delete a single card from a deck, identified by its front text. Refuses to delete a deck's last card (delete the deck instead).

Delete a deck and all its cards. Refuses to delete the only remaining deck.

Summarize what is due to review right now across all decks: per-deck and total due/new counts. Pull-based (call it to see the summary); it does not appear on its own.

Edit a card's front and/or back in a deck, identified by its current front text, then re-render the deck. Keep edits within Memora's card-quality rules (atomic, concise 1-5 word answers, unambiguous).

Record a spaced-repetition review result for a single card and update its FSRS schedule in data/decks.json. Called by the flip-card UI; not for direct model use.

Rename a deck, preserving its cards and schedules. Use "::" in the new name to move it under a category. Fails if a deck with the new name already exists.

Return the flashcards of a single Memora deck and display them as an interactive flip-card review (due cards first). Available decks: "Geography::World Capitals", "Geography::Rivers", "Science::Solar System", "Language::Spanish Basics". Deck names use "::" to form a category tree; use the study tool to review a whole category. Decks are read live from data/decks.json.

Study every card under a category node of the deck tree. Deck names use "::" to nest (e.g. "LLM::Attention"); studying a node reviews all decks at or under that path, merged and shuffled into one session. Omit path to study all decks. Each card stays attributed to its source deck.