Shared prompts should be reviewed the same way other operational assets get reviewed.
If a prompt is going into a team library, ask one basic question first: can someone else run this without the original author sitting next to them?
Review for clarity first
Check whether the prompt clearly states:
- the job to be done
- required inputs
- expected output format
- important constraints
If those are fuzzy, the prompt will work mainly for the person who already understands the missing context.
Look for brittle wording
Shared prompts often fail because they sound precise but are actually fragile. Reviewers should flag:
- vague adjectives
- hidden assumptions
- conflicting instructions
- output rules that are implied, not stated
This is where most prompt QA value comes from.
Keep failure cases
When a prompt fails in real usage, store the case. Over time that gives you a better basis for improving prompts than intuition alone.
A simple review loop is enough:
- draft prompt
- peer review
- test with realistic inputs
- revise
- publish into shared library
That small process goes a long way.