Community health monitoring agent
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.
In / outScheduled activity data ingestion → Triage summary with recommended actions and drafted nudges for educator approval
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: ingests the computed health metrics, detects patterns of declining engagement or at-risk quiet members before they churn, drafts private re-engagement nudges and small cadence/topic adjustments, and surfaces a triage summary with recommended actions for the educator to approve. Autonomous, scheduled, looping over the feed — passes the agent bar because it is recurring low-frequency monitoring with multi-signal pattern detection and action orchestration, not a single judgement call.
Trigger: Use when the educator wants ongoing background monitoring of community health without having to initiate a manual review each time.
Autonomy: Acts with approval — does the work, checks in on the exceptions.
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