Gemini as a Review and Quality Assurance Partner

Lesson 4: Quality Review Workflow – From Draft to Ready

Lesson Objectives

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

  • Run a multi-pass quality review on a real document with Gemini.
  • Route legal, financial, medical, and safety items to qualified people.
  • Produce a prioritized fix list and a final ready-to-use version.

Lesson Content

The quality review workflow:

  1. Criteria pass: does it meet its purpose for its reader?
  2. Logic, consistency, completeness: do claims follow, do numbers agree, is anything missing?
  3. Checklist pass: your custom checklist for this document type.
  4. Red-team pass: "Act as the toughest reader. What would you attack?"
  5. Expert routing: legal, financial, medical, and safety items go to qualified people.
  6. Prioritized fix list: top three fixes first.

Run the review in a new conversation so earlier drafting does not bias it.

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