I tried to do this from the Script Explorer->Stored Procedure view, but when I use the button Save & Execute there, it only gives results in the following error message:
Failed to save the script
Database Account: myaccountname, Script: HelloWorld, Message: {"code":500,"body":"{\"message\":\"An error has occurred.\"}"}
And the textbox under Results is unchanged.
Below is a screenshot of how it looks in azure portal:

@MichaelRätzel: I have just written a very simple CosmosDB Script and run it on Azure Portal.
function TestSample() {
getContext().getResponse().setBody("Hello World");
}
And here is my result:

I got the same problem with you about the Failed to save the stored procedure. What I did to solve that problem is:
Save the Stored Procedure firstSave & Execute the SPI think this is a technical issue of Azure Portal. Try this and tell me the result.
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