duo-prior-knowledge-transfer
Work with the mental model your users already carry from a prior system — where it transfers free, where it fires a confident wrong answer, and how to redirect it instead of fighting it. Use when users keep doing things the old way after a migration or redesign, when switchers from a near-identical competitor struggle more than blank-slate signups, when two features keep getting mixed up, when onboarding is trivial for one segment and brutal for another, or when you need to teach something that looks like a familiar thing but behaves differently. Triggers on phrases like they came from the other tool and expect it to work that way, muscle memory, old habits, these two settings get confused constantly, false friends, near-miss, interference, mental model mismatch, confident wrong answers, migration onboarding, competitor switchers, why is this group so much faster.
- Version
- 2.0.0
- License
- MIT
Pinned to revision 78072c9528fb, so it is the text this page describes rather than whatever the author pushed since.
Files
- skills/duo-prior-knowledge-transfer/SKILL.md
- skills/duo-prior-knowledge-transfer/references/analogy-plus-its-exception-clause.md
- skills/duo-prior-knowledge-transfer/references/anchor-to-a-reflex-they-already-execute.md
- skills/duo-prior-knowledge-transfer/references/breadth-of-variation-beats-depth-in-the-standard-case.md
- skills/duo-prior-knowledge-transfer/references/difficulty-is-distance-from-what-they-already-know.md
- skills/duo-prior-knowledge-transfer/references/hand-them-the-mapping-rule-and-the-prior-becomes-a-predictor.md
- skills/duo-prior-knowledge-transfer/references/interference-clusters-among-near-neighbours.md
- skills/duo-prior-knowledge-transfer/references/mismatched-mappings-make-errors-structural.md
- skills/duo-prior-knowledge-transfer/references/separate-the-contexts-when-the-risk-is-confusion.md
- skills/duo-prior-knowledge-transfer/references/the-old-model-is-suppressed-not-erased.md
- skills/duo-prior-knowledge-transfer/references/train-the-contrast-not-the-items.md
- skills/duo-prior-knowledge-transfer/references/write-the-path-for-their-source-system.md
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