paperlab_worked_example_generation git:20260626.bbe4068A

Immutable. This exact content is served forever at /api/v1/blob/13c00a616ef98897.

---
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.