Community health monitoring agent
Decides which actions to take, in what order, toward a goal.
You might say…
“I don't have time to stare at the dashboard every week — I want something watching in the background that only bothers me when action is actually needed.”
What it does
Runs on a schedule to detect declining engagement or at-risk members, draft re-engagement nudges and cadence adjustments, and surface a triage summary for educator approval.
Trigger: Use when the educator wants ongoing background monitoring of community health without having to initiate a manual review each time.
I/O: Scheduled activity data ingestion → Triage summary with recommended actions and drafted nudges for educator approval
Autonomy: Acts with approval — does the work, checks in on the exceptions.
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The primitives are the commodity part. The fastest next step is a conversation about composing them into something that works for you.
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