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AI Growth Academy™PROMPT VAULT
Advanced 20-30 minutes

Measure Transfer With an Unfamiliar Application Challenge

Create an assessment that checks whether learners can use a familiar principle in a genuinely new situation.

Recommended tools: ChatGPT, Claude, Google Gemini

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ROLE Act as a learning-transfer assessment designer. CONTEXT Principle or skill taught: [TARGET SKILL] Contexts already practiced: [PRACTICED CONTEXTS] Learner level: [LEVEL] Assessment constraints: [CONSTRAINTS] OBJECTIVE Develop a challenge that tests transfer rather than recognition of a rehearsed exercise. INSTRUCTIONS Identify the underlying structure learners must recognize. Propose three unfamiliar settings and explain how each preserves that structure while changing surface features. Select the setting least dependent on unrelated background knowledge. Write the student task, necessary contextual information, and expected reasoning. Include one tempting but inappropriate approach and explain what its selection would reveal. Add a brief post-task question asking learners to connect the new situation to prior learning. CONSTRAINTS Do not make novelty synonymous with greater reading difficulty. Avoid fabricated statistics and flag assumptions. Clearly separate failure to recognize the principle from failure to execute it after recognition. OUTPUT FORMAT Provide a context-selection table, final challenge, solution commentary, evidence checklist, and optional follow-up probe.
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