paperlab-worked-example-generation git:20260919.77c34a0A

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---
name: paperlab-worked-example-generation
description: |
  Generate and audit worked examples from PaperLab equations, notebooks,
  benchmarks, and case studies with assumptions, units, solution steps, and checks.
---

# PaperLab Worked Example Generation

## When to Use

USE WHEN: turning a quantitative chapter section, notebook result, or validated
paper result into a student-facing worked example.

## Required Structure

Each example should include:

- learning objective,
- problem statement,
- givens with units,
- assumptions,
- method or equation selection,
- stepwise solution,
- sanity check,
- interpretation,
- follow-up exercise.

## Pass Criteria

- All numbers trace to code, equations, or cited data.
- Units are explicit and SI-first.
- The final interpretation explains engineering meaning, not just arithmetic.
- Follow-up exercises change meaningful variables.

## Safety Rules

- Do not invent numerical values.
- Do not hide convergence or validity limits.
- Keep solution manuals separate from student-facing versions when requested.