Checklist

I feel that the researchers some what commonly ask bioinformaticians - What do you need to know about the experiment?

The short answer is everything ! but here is a break down of everything..

The best practice is to gather all of the information in the checklist before the analysis.

Must

If the below information isn't give I can't really do the analysis

Should

I'm saying should, but really the more information you provide the more accurate - more reflective analysis is going to be of your biological experiment

Up to you

This is your experiment and your money and time spend on it. I'm just saying that there are instrument to instrument variations and biases. As well as certain artifacts due to particular library preparation method. On top of that you'll need this information if you are going to publish your results in a paper.