Setting Goals and Success Criteria › Documenting Your Criteria
Michael BrenndoerferJuly 31, 20251 min read
AI Agent HandbookAll chapters Part 11 of 15Evaluation - Measuring Your Agent's Performance
Setting Goals and Success Criteria › Documenting Your CriteriaOne section · Sections in this chapter9 / 13 ↓
Sections in this chapter13
Once you've defined success criteria, write them down. This might seem obvious, but it's easy to let criteria remain implicit. That leads to confusion and inconsistency.
Create a simple document that lists:
- Capability: What the agent should do
- Success criterion: How you'll measure success
- Threshold: The target value
- Priority: How important this is relative to other criteria
Here's a simple format:
CAPABILITY: Answer factual questions
SUCCESS CRITERION: Percentage of correct answers on test set
THRESHOLD: ≥90%
PRIORITY: High
CAPABILITY: Schedule calendar events
SUCCESS CRITERION: Percentage of events correctly scheduled (right date, time, description)
THRESHOLD: ≥95%
PRIORITY: High
CAPABILITY: Respond to simple queries quickly
SUCCESS CRITERION: Percentage of responses under 3 seconds
THRESHOLD: ≥90%
PRIORITY: MediumShare this document with your team. When you make changes to the agent, refer back to these criteria to ensure you're improving what matters.