Lesson Content

The vague feedback problem.

"Review this and tell me if it's good" produces a generic response: surface-level praise, a few minor suggestions, and no deep critique. Copilot does not know what "good" means for your specific work product, audience, and purpose unless you define it.

The solution: define quality criteria before asking for assessment.

The criteria-first approach.

Before requesting review, build a rubric:

"I am going to ask you to review [work product]. Before you read it, here are the criteria it should meet: [list your criteria]. For each criterion, rate the work on a 1-5 scale and provide specific evidence from the document for your rating. Focus on where it falls short – I want improvement guidance, not reassurance."

Building criteria from purpose.

Criteria should come from the work product's purpose and audience:

For a business proposal:

• Does it clearly state what we are asking for and why?
• Is the financial case specific and credible?
• Does it address the likely objections of this specific audience?
• Is the ask appropriate for this relationship level?

For a report to senior leadership:

• Is the recommendation clear on the first page?
• Is supporting evidence sufficient without being exhaustive?
• Is every claim within scope of what we actually know?
• Is the language appropriate for senior executive reading time?

Role-specific review perspectives.

"Read this [document] as [specific role – e.g., 'a skeptical CFO reviewing a capital request']. From that role's perspective: what questions would you have that are not answered? What would you push back on? What is missing that you would expect to see?"

When Copilot review is not enough.

Copilot cannot apply:

• Domain-specific expertise you have not provided
• Knowledge of organizational politics and relationships
• Legal or regulatory expertise for compliance review
• Professional judgment in areas requiring licensure

For high-stakes outputs in these areas, Copilot's review is a first pass – human expert review is required before the work is finalized.