ModPulse

ModPulse is a web app + desktop companion that gives Twitch streamers and moderators a real-time “risk dashboard” for chat and community health. It aggregates signals from Twitch chat, AutoMod outcomes, mod actions, follower spikes, raid sources, and recent ban history to predict when a stream is heading toward harassment, brigading, or spam floods. The app surfaces clear, actionable playbooks: when to switch to follower-only, slow mode, verified chat, or pre-approved links; which keywords to temporarily block; and which accounts are likely coordinated. It also provides post-stream incident reports with timestamps and clips for appeals, moderator training, and consistent enforcement. This is an AI + traditional app: AI helps detect coordinated behavior patterns and summarizes incidents, while traditional rules keep it predictable and controllable. The goal is fewer meltdowns, fewer false bans, and less moderator burnout.