Live telemetry, refreshed every 60 seconds.
Cached dashboard reads so a single refresh powers every panel without re-spamming Twitch. Status, viewer counts, uptime, and category data feed straight into the workspace.
Now+30 min projection
Your real-time Twitch operations workspace. Track Kai Cenat and your full watchlist with live telemetry, ML-powered peak forecasts, and an embedded player — all without leaving the room.
01 / Capabilities
Built for operators who need to see, track, and forecast streamer activity at a glance. Every panel is composed for one job: turn raw Twitch firehose into a readable workspace.
Cached dashboard reads so a single refresh powers every panel without re-spamming Twitch. Status, viewer counts, uptime, and category data feed straight into the workspace.
Hero-level search hits the Twitch API and adds new creators directly to your tracked watchlist — no JSON config, no restart.
→ /api/searchZ-score detection over viewer-count diffs flags sudden surges. Threshold defaults to 2.5σ — configurable per deployment.
σ > 2.5 → alertA degree-2 polynomial regression baseline projects the next 30 minutes. Output includes confidence label, MAE, naive-baseline MAE, and a standard-error band so you can trust (or ignore) the call.
→ /api/ml/predict/<login>Watch the focused channel inside the workspace using Twitch’s official embed — no second tab, no context loss.
live · in-appPipe go-live transitions, milestone crossings, and category swaps into a webhook channel of your choice.
webhook hookLive viewers, historical peaks, session activity, and momentum — ranked across the whole watchlist or a focused cohort.
→ /api/analytics/leaderboardsBring TwitchTracker-style context into the workspace: market pulse cards, top streams, creator performance, timeline growth, category mix, and activity heatmaps.
→ /api/analytics/signal-lab/<login>Every snapshot, session, and chat sentiment writes to a thread-safe local DB. Drill into one creator's last 100 datapoints in milliseconds.
stream_snapshots · events02 / Workflow
Three short steps separate dropping in a creator from getting a forecast and an alert. Everything runs locally against your own Twitch developer credentials.
Drop in a Twitch login or search by display name. New creators land on the watchlist with full history scaffolding from the first poll.
Live status, viewer trace, category, uptime, and historic peaks update on the cadence. The cache layer makes one refresh feel like ten.
Project the next 30 minutes with confidence diagnostics and a baseline MAE comparison. Anomaly flags fire when σ crosses 2.5.
03 / The Workspace
The Audience Operations Workspace is a three-column layout: a watchlist rail on the left, the focused creator and embedded player in the middle, and the live event wire on the right. Designed for one read, every refresh.
04 / Forecast
Most "AI" chart projections give you a confident-looking line and nothing else. Ours ships with the diagnostics that decide whether the line is worth reading.
Peak prediction
A degree-2 polynomial regression projects the next thirty minutes from the last session's trace. Confidence is a function of the standard error band, current viewer scale, and whether we’re actually beating a naive last-value baseline.
Anomaly watch
A z-score sweep over viewer-count diffs flags every datapoint that breaks past 2.5σ from recent volatility. Surges, raids, and milestone moments surface in the event wire and trigger your Discord webhook automatically.
05 / Signal Lab
The new Signal Lab tab adds market summaries, top-stream tables, creator performance cards, over-time trend charts, category mix, and calendar heatmaps without leaving the operations desk.
Viewers watching, live channels, unique games, archive peaks, and top live channels roll up from the watchlist and local history.
Hours streamed, average viewers, peak viewers, hours watched, audience lift, games streamed, and active days are grouped by time range.
A calendar grid shows which days actually carried the channel, with intensity based on streamed minutes and peak activity.
06 / API
Fifteen public endpoints power the workspace. Hit them yourself for custom integrations, bots, dashboards, or notebook analyses — same data, same cache.
Open the workspace. Drop in your watchlist. Watch one read replace ten browser tabs.