I would fear a mistake in these engagement metrics. When I tried doing this on different teams the amount of "gotchas" made it useless. EG: a) Jim has the mos

I would fear a mistake in these engagement metrics. When I tried doing this on different teams the amount of "gotchas" made it useless. EG: a) Jim has the most slack messages. Reason: Jim has a bot that slacks different team members on the status of the build. b) Larry attends the most gcalendar events. Reason: Larry auto accepts all events. However, Ryan auto cancels all events after 4pm but attends them anyway. c) Sally has the least amount of PRs to the main repro. Reason: Sally works on a differet git repro dealing with a different microservice. d) Jeff contributed the most new lines of code. Reason: Jeff added a package under a vendor/ folder. Also! Remember Mark changed from his personal github account to a company github account 3 months ago. e) Linda is "online" the most on slack. Reason: Linda's ubuntu workspace does not autolog her out correctly when the system is idle. f) Mike has the most PRs. Reason: Mike has an auto merge bot to merge release into production. on and on....