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Personas & Principles#

Personas#

  • Learner: studies daily; imports content; wants fast "review queue".
  • Creator: makes decks/notes; publishes updates; wants feedback + forks.
  • Curator/Teacher: bundles content into learning paths; annotates lectures/articles.
  • Moderator/Community admin: handles reports, takedowns, spam.

Design Principles#

  • Local-first study experience; offline study must not feel "second-class".
  • Shareable artifacts are portable: Lexicon-defined schemas + stable IDs.
  • Privacy by design: progress + recall history are private unless explicitly shared.