I observed that on a new project the Run option is disabled and I expected to be able to run a script without having to manually add a configuration for it.
If you're creating a project from existing source: and If the existing source directory contains a lot of data/files:
You can speed this up by right-clicking on folders and selecting "Mark directory as..." -> "Excluded" if they aren't to be indexed.