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Looking up the same word for the fifth time because it never sticks

When reading I look up words but they don't stick — by next week I'm looking up the exact same word again. Flashcards of bare definitions are useless to me.Hacker News
The gap

Dictionary apps give definitions; SRS apps need manual card-making. The missing middle is capturing a word *in the sentence you met it*, then resurfacing it in fresh example sentences — context, not bare definitions.

For

Language learners and vocabulary builders

Paste-ready build prompt

Build a 'vocab in context' app in Next.js. Save a word with the sentence you found it in; an LLM stores a concise meaning and can generate new example sentences on review. Resurface words on a spaced schedule, always shown in context. First 3 steps: (1) quick save (word + source sentence), (2) LLM meaning + 2 fresh examples, (3) a spaced review screen that shows the word in a new sentence each time. localStorage or a small DB.

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