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[codex] Add learner memory profile guidance#13

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2023Anita wants to merge 1 commit into
zarazhangrui:mainfrom
2023Anita:codex/learner-memory-profile
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[codex] Add learner memory profile guidance#13
2023Anita wants to merge 1 commit into
zarazhangrui:mainfrom
2023Anita:codex/learner-memory-profile

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Summary

  • add a learner memory profile step before codebase analysis
  • guide course metaphors, quizzes, and glossary choices from the learner's known background
  • document privacy boundaries so sensitive memory details are not copied into generated courses

Why

The skill already targets non-technical learners, but it can teach more effectively when it adapts examples to the learner's real context. For example, a doctor may understand data flow through clinical handoffs, triage, chart review, or follow-up reliability more naturally than through generic consumer app examples.

Validation

  • git diff --check

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