Vibe Check helps community admins surface the small number of claims that actually need attention, adding shared context without bans or takedowns.
Based on X's Community Notes.
Machines surface
flashpoints
Humans provide
context with AI assistance
Communities
decide
Admins and moderators don’t struggle with spam, they struggle with judgment calls.
Which conversations actually need attention?
When should you step in, and when should you let the community work it out?
How do you maintain trust without slowing growth or burning out?
Vibe Check is built for exactly this moment.
Vibe Check: Active
Evaluating conversation pulse...
Scans conversations, past and present, across your entire Discord server.
Surfaces disputed or misunderstood claims inside threads and messages.
Invites the community to add context (AI-assisted).
Works directly inside conversations. No separate dashboards required.
Admins see which claims in their server are being actively debated or questioned. AI identifies the tension before it boils over.
New Flashpoint Detected
#general: Debate about server rules escalation
Right from the Discord message or thread, an admin can ask the community to add context with a simple command or button click.
With a single click, AI can draft a starting point by searching relevant history and context. Always editable by humans.
"Based on previous discussions in #rules-updates, this claim refers to the v2 guidelines updated last Tuesday..."
Members review, edit, and vote before anything is published. Only notes with broad consensus are shown to the server.
Helpful
Not Helpful
Once approved, context stays attached to the claim wherever it shows up again. No more repeating the same moderation actions.
Context Attached
This claim has been verified in other threads.
Vibe Check can be run again and again, continuously surfacing new moments that need shared context.
Over time, communities can learn to request notes themselves, before things escalate. Admins stay in control the whole way.
Build trust in your server without slowing growth or shutting conversations down.
Complete your first scan in less than 2 minutes