Agreed. Cloudy doesn't sound right. Is this the test you're running to get your chlorine level?
If so, the orange bottle caps with the milky yellow is your salt (sodium chloride) test, not FC (free chlorine). You'll want to use the yellow lids and follow those instructions to get your FC level.