About this template

This flow monitors a designated Slack channel (e.g. #content-review) and runs every new message through an AI quality control pipeline. It filters out bots, short messages, and link-only posts, then scans qualifying content for AI-likelihood and plagiarism using Claude Sonnet. Based on the scores, it automatically replies in-thread with a flag or pass result, notifies editors in a private alert channel, and on borderline cases generates a humanized rewrite suggestion for the author. The whole pipeline runs without any human triggering — but authors can also request a manual scan using a Slack command.

Slack: Channel Integrity Scanner