SlackChannelHealthScore: Team Engagement Auditor
Automatically tracks Slack channel health metrics (participation decay, ghost channels, toxic sentiment) and alerts managers when engagement drops below thresholds.
The Problem
Engineering and product managers have no visibility into which Slack channels are actually healthy vs. dying. Channels accumulate members, go silent for months, or become toxic cesspools without anyone noticing until team morale suffers. Manually auditing 50+ channels is impossible.
Target Audience
Engineering managers, scrum masters, and Slack workspace admins at mid-market tech companies (50-500 employees) who care about team communication health
Why Now?
Remote/hybrid work makes communication visibility critical, and Slack has reached saturation in enterprise — managers now need tools to *manage* their Slack ecosystem, not just use it.
What's Missing
Slack's native analytics show message volume only; they don't surface channel decay, participation inequality, or sentiment trends. Existing tools are designed for compliance auditing, not proactive health monitoring.
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