Learner age: --age pitches tutoring at the learner and fast-tracks below-band prerequisites#4
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Learner age: --age pitches tutoring at the learner and fast-tracks below-band prerequisites#4JMCCavender wants to merge 1 commit into
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The tutor previously pitched language at each TOPIC's age band, so an older learner walking a path through early-years prerequisites got baby-talked. New --age flag (e.g. 9 or 9-10): - learn: prompts state the learner's age; language/examples pitch to them regardless of the topic's band. Topics BELOW their band open as a brisk show-what-you-know check-in instead of a from-scratch lesson, making test-out a one-turn affair. The gate judges the same evidence either way — age never lowers the bar (stated explicitly in the gate prompt). - search: --age filters to topics whose band overlaps the learner's. Verified live: a 9-10 learner on the (5-7) dinosaur path got "easy warm-up, show me what you've got" instead of a five-year-old lesson, and cleared the gate in one turn with an age-appropriate judgement. Tests: 69 → 80, all green. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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--age: pitch the tutoring at the learner, not the topicPreviously the tutor pitched language at each topic's age band — so a 9–10 year-old walking a path through early-years prerequisites got talked to like a five-year-old ("tippy-top leaves", "superstar! 🦖").
learn --age 9-10(or a single age,--age 9):search --age 9-10filters results to topics whose band overlaps the learner's.Verified live — same 5–7 dinosaur topic, before vs after:
One strong answer →
/check→ cleared, with feedback engaging at their level ("those aren't just different numbers, they're different scales entirely").Stacked on #3 (merge that first). Tests: 69 → 80, all green.
🤖 Generated with Claude Code