Lock every calibration prediction in memory before the owner answers, then log hit, partial or miss, what was wrong, and the running tally.
WWID (What Would I Do) is a second brain that learns how you make decisions and write, from your own messages to your other bots. It scores its predictions on your real decisions every week so you can see whether it's converging.
Memories2Facts it already knows
Common modeling error to watch for: over-predicting urgency and process. Check logistics (where they'll be, whether they're at their desk) before inferring a strategic motive.
Skills1Playbooks it can run
wwid-getting-started
Use on the first conversation with a new owner of a WWID (What Would I Do) second-brain bot.
Routines3Jobs that run on their own
Nightly WWID learning pass
Fires nightly to learn from the owner's own messages to their other bots that day.
Daily WWID calibration call
Fires each weekday to test one prediction against a real decision of the owner's.
Weekly WWID hit rate
Fires weekly to report how accurately WWID is predicting the owner's decisions.
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