Recall Engine: Study Kit from Sources
Turn sources into flashcards, quizzes and a review plan
Recall Engine: Study Kit from Sources
Turn sources into flashcards, quizzes and a review plan
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描述
You read it. You highlighted it. A week later it is gone. YouMind is very good at helping you collect and create. Recall Engine handles the part in between: actually keeping what you read. Point it at a board, an article, a PDF, a lecture or a podcast transcript and it builds a complete study system out of that specific material — not a generic summary. What you get: • A testable knowledge map that separates the 8-15 things you must know from the detail and the context, each tied to its source • A ready-to-import flashcard deck as CSV — paste straight into Anki, Quizlet or a spreadsheet — written to real card-design rules: one idea per card, cloze for definitions, question form for causes, nothing with a four-item answer • A three-tier quiz that moves from recall to application to transfer, each question with its answer, its source, and the wrong answer you were most likely to pick • Five misconception traps drawn from the actual material, in the form "most people think X, actually Y, and here is why the confusion happens" • A dated review schedule on expanding intervals that fits your real deadline and your real minutes per day • A one-page cheat sheet, plus the three questions your source never answers It calibrates first: exam, interview, teaching it, or long-term fluency all produce different decks. It refuses to invent a fact to make a neat card — where a source is ambiguous, the card asks about the ambiguity. Contested claims are tagged, with the counter-view on the back. Built for students, researchers, people preparing for interviews or certifications, and anyone whose reading list is longer than their memory.
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研究Learning Coach
Most learning plans fail before they begin, because they assume a level. Learning Coach starts by finding yours. A four-part diagnostic follows: a self-assessment, two applied questions that test whether the foundation is actually there, a vocabulary check, and one deliberately harder probe. The result is a placement in one of four bands, with the specific gaps that defined it named out loud. No guessing, no flattery — and when the evidence contradicts itself, it says so and lets you decide. From there it builds a roadmap ordered by real dependency rather than a topic list. Every module carries a concrete goal, a practice task that produces something, and a mastery criterion precise enough to test. A beginner gets 8–12 small, finishable steps; an advanced learner gets 4–6 dense ones. The curriculum lands as a YouMind document you keep: a progress-tracked module map, worked examples, the misconception most likely to trip you at each step, check questions with an answer key kept out of sight, diagrams where a concept is genuinely structural, and sources that were actually opened and verified. Then the coaching begins. Each module is tested with a mix of concept, application, transfer, teach-back, and a trap built from a real misconception. Answers are read for the faulty mental model behind them, repaired with a different representation, and advancement happens only at roughly 80% with no critical error. If you are not ready, it tells you — and fixes the sequence instead of pushing you forward. Review, rapid-check, and teach-back modes keep earlier material alive as you go. Its instructions are written in English. Every conversation runs in your language.
寫作One Source, Five Formats
YouMind can produce a document, a slide deck, a narrated video, an interactive webpage and a set of social posts. Most people use one of them, because doing all five by hand means writing the same argument five times and watching it drift a little further each time. This skill stops the drift by refusing to start until you have a spine. Before anything is generated it writes a Message Spine: one thesis under 25 words, three load-bearing points, the single strongest piece of evidence, the one image a reader should still have tomorrow, the change you want in them, and who this is explicitly not for. You approve it. Every format is then built from the spine, never from the previous format, so nothing compounds an earlier compromise. Then it tells you which formats are actually worth making. A short reflective essay makes bad slides. A dense data teardown makes bad audio. It will recommend two formats and explain why the other three would weaken the work, which is the opposite of what a content-multiplier is supposed to say. Each format gets built to its own rules, one at a time, with your confirmation. Slides get one idea per slide and speaker notes that carry the argument. The cast script is written for the ear, with numbers rounded and given a comparison and a deliberate pause before the strongest evidence. The webpage gets exactly one interactive move the flat text could not do. The social set opens each post on a different point so it does not read as three copies of itself, and every post gives away something real instead of begging for a click. One palette, one type treatment, one recurring motif, decided in writing before the first image is generated. You finish with a ship sheet: what goes where, in what order, how many days apart, with what call to action, and the one signal to watch. Plus a consistency check that quotes the thesis sentence from every format and confirms they still agree. It estimates credits before it spends them and never renders a full cast or image set without an explicit yes.
Book2Skill — Distill Any Book
Stop taking notes — turn books into callable skills. Turn any book into a set of skills you can actually call inside YouMind. An eight-stage pipeline reads the whole book, extracts its methods, stress-tests them, and registers each as a one-click skill — every one carrying its source, triggers, and boundaries. Distill, never fabricate. Stop collecting reading notes; put the book to work.
