Prompt Quality Metrics

Defines scoring taxonomy for effectiveness, clarity, and compliance of prompts.

Problem

Inconsistent prompt engineering limits Copilot value capture.

Solution Approach

Metric model + tagging enabling feedback loops & training priorities.

Outcomes

• Higher valid completions
• Reduced rework
• Improved user satisfaction

KPIs

• Prompt Success Rate
• Iteration Count
• Quality Score