SlackThreadGhost: Conversation Debt Tracker
Automatically flags unresolved Slack threads that need follow-up, surfacing decisions made but never implemented and questions asked but never answered.
The Problem
Teams lose track of action items buried in Slack threads. A decision gets made in a thread, someone says 'I'll do that', but 6 months later nobody remembers or completed it. Critical questions get answered but never actioned. There's no visibility into what was promised vs. what was delivered.
Target Audience
Engineering managers and product leads at mid-market tech companies (50-500 people) who use Slack heavily and struggle with follow-through on distributed decisions.
Why Now?
AI-powered text analysis makes it feasible to detect unresolved threads at scale (extract decisions, action items, owners) without manual setup; Slack's API stability means reliable integrations.
What's Missing
Existing tools (Asana, Linear, Jira) require manual ticket creation, breaking the conversational flow. Slack's native features don't surface abandoned threads or track 'promised but not done' patterns.
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