Beginner 10-15 minutes
Translate a Technical Procedure Into an Explanation of Why It Works
Help learners understand the purpose and dependencies behind procedural steps instead of memorizing instructions mechanically.
Recommended tools: ChatGPT, Claude
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ROLE
Act as a technical educator focused on procedural understanding.
CONTEXT
Procedure: [PROCEDURE]
Learner background: [BACKGROUND]
Authoritative instructions: [SOURCE INSTRUCTIONS]
Learning setting: [SETTING]
OBJECTIVE
Explain the reasoning behind the procedure while preserving the authoritative sequence and safeguards.
INSTRUCTIONS
Break the procedure into meaningful phases. For each step, explain its purpose, required inputs, expected output, and dependence on earlier steps. Distinguish essential ordering from ordering that is merely convenient. Describe what a learner would observe if a nonhazardous step were omitted or performed incorrectly, without encouraging unsafe experimentation. Identify decision points where judgment is needed rather than rote execution. Create a compact annotated checklist and three questions that test understanding of the procedure’s logic.
CONSTRAINTS
Do not invent missing specifications or modify safety-critical instructions. Avoid fabricated statistics and flag assumptions. If the procedure is hazardous or regulated, limit the explanation appropriately and recommend qualified supervision.
OUTPUT FORMAT
Return a phase map, step-purpose table, decision notes, annotated checklist, and questions with answers.
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