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ChatGPT as a Review and Quality Assurance Partner

Lesson 3: Building Custom Review Checklists

Lesson Objectives

By the end of this lesson, students should be able to:

  • Build a custom review checklist for any recurring work product type
  • Design checklists that catch common errors and role-specific risks
  • Implement the checklist review habit sustainably
  • Refine checklists based on what errors they actually find in practice

Lesson Content

Building a review checklist.

"I frequently produce [work product type] for [audience and purpose]. Build me a review checklist that catches the most common errors and gaps. Organize it into: (1) content quality, (2) structural integrity, (3) audience appropriateness, (4) factual accuracy requirements, and (5) common professional errors in this type of document. Write each item as a specific yes/no question."

The yes/no question format.

"Is the executive summary clear and present?" – yes/no, immediately actionable. "Is the document good?" – not actionable.

Role-specific risk items.

Add items for the errors most common in your specific professional context. These role-specific items are what distinguish a generic checklist from one that actually catches the expensive errors in your work.

The minimum usable checklist.

A checklist too long to complete consistently is worth less than a shorter checklist used every time. Build the minimum that catches the most important errors.

Refining based on real use.

Every 6-8 weeks: "Here is my current checklist [paste]. These items consistently catch problems: [list]. These never catch anything: [list]. Help me refine it – keep effective items, improve ineffective ones, add gaps I am likely missing."

Jamie Practice Lab

Before moving to the quiz, complete this short applied exercise:

  1. Write one realistic ChatGPT prompt that applies the main idea from Building Custom Review Checklists to your own work, learning, or daily life.
  2. Add one safety or verification step you would take before acting on ChatGPT's response.
  3. Revise the prompt once to include clearer context, constraints, or success criteria.

Instructor check: A strong answer should show practical use, human review, and awareness that ChatGPT output is assistance – not automatic truth or professional advice.

Added Quiz Enhancement

question_id: auto-enhancement-building-custom-review-checklists-qjamie001 question_type: short_answer difficulty: applied question: Write one prompt you could use after this lesson, then name one verification or human-review step you would apply before relying on the result. correct_answer: Answers will vary; a strong answer includes a clear task, relevant context, at least one constraint or desired format, and a realistic verification or human-review step based on the stakes of the task. answer_explanation: This applied question checks whether the student can transfer the lesson into real use while maintaining responsible AI habits.

Lesson Quiz

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