SlackDocStaleness: Auto-Archive Bot
Automatically flags and archives outdated Slack threads and pinned docs based on AI-detected staleness, helping teams maintain searchable, fresh knowledge bases without manual review.
The Problem
Slack knowledge bases become graveyards of outdated information — teams pin docs that become irrelevant within months, but no one removes them. When new employees search, they find conflicting answers from 2-year-old threads. Manual archival is tedious and subjective.
Target Audience
Engineering and product teams at mid-market SaaS companies (50-500 people) that use Slack as their primary knowledge repository and struggle with information decay.
Why Now?
Teams are drowning in Slack debt post-2024 as distributed work entrenches Slack as the source of truth, but no tooling exists to age-out stale content automatically.
What's Missing
Slack's native tools don't flag *content* freshness — they only manage storage. Existing doc tools (Confluence, Notion) assume migration, not Slack-native cleanup.
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