35 lines
849 B
Markdown
35 lines
849 B
Markdown
# UX Notes for Human Learners
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## First-session design
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The first session should:
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- fit on one screen when possible
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- ask for one meaningful action
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- generate one visible success marker
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## Recommended interface pattern
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A learner-facing UI should emphasize:
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- one main recommendation card
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- one secondary reinforcement task
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- a small visible mastery map
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- a plain-language "why this next?" explanation
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## Fun / rewarding elements
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Good candidates:
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- concept unlock animations
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- progress rings
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- milestone badges
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- encouraging plain-language summaries
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- capstone readiness meter
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Avoid:
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- gamification that obscures meaning
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- complicated dashboards on first use
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- forcing users to interpret opaque confidence math
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## Human-readable learner state
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Always expose:
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- what changed
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- why it changed
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- what is still missing
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- what the next sensible step is
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