Signal Feed
What the Signal Feed Is
The Signal Feed is Repute AI’s real-time intelligence stream. It surfaces structural events as they occur — anomalies, accelerations, and risk indicators — so you can monitor the ecosystem without manually checking individual channels.
The feed is structural, not editorial. Every signal is derived directly from model outputs, not from human judgment or editorial curation.
Signal Types
Anomaly Alerts
Triggered when a monitored channel shows a pattern deviation from its established behavioral baseline.
Examples:
- Symmetrical join spike detected (possible bot deployment)
- Engagement asymmetry crossing threshold (view-to-reply ratio exceeding norms)
- Sudden large member drop followed by recovery (churn pattern)
Anomaly alerts increase TRI and reduce SIS. They are warning signals, not verdicts.
Acceleration Alerts
Triggered when a monitored channel’s AVI crosses a significant upward threshold.
What it means: Attention is accelerating meaningfully above the channel’s recent baseline. This is a structural momentum signal worth investigating.
What to check next: Cross-reference SIS (is this organic?) and NSM (is the narrative spreading?). A high AVI acceleration alert with low SIS is likely bot-driven. A high AVI with high SIS is a genuine structural event.
Risk Alerts
Triggered when:
- TRI spike: A monitored channel’s TRI increases rapidly (high bot risk, rapid decay, or fragmentation increasing)
- SIS decline: Structural integrity dropping below a user-defined threshold
- BPM reversal: Breakout probability declining after a period of strength (structural conditions deteriorating)
- Pre-collapse pattern: Multiple risk indicators activating simultaneously on a single channel
How to Read a Signal
Each signal in the feed shows:
| Field | Meaning |
|---|---|
| Channel | The affected Telegram channel |
| Signal type | Anomaly / Acceleration / Risk |
| Model | Which model generated the signal (AVI, SIS, NSM, BPM, TRI) |
| Severity | Low / Medium / High |
| Delta | How much the score changed and in which direction |
| Timestamp | When the signal was detected |
How to Act on Signal
Not Financial Advice
Signal feed outputs are structural intelligence, not trading recommendations or financial advice. All actions based on signal feed data are your own decisions and responsibility.
Suggested structural responses to each signal type:
| Signal | Structural Response |
|---|---|
| Anomaly alert (symmetrical spike) | Investigate TRI BotRisk. If TRI > 55, treat as fragility signal. |
| Acceleration alert (high AVI) | Cross-check SIS. If SIS > 60, note as potential structural event. |
| Risk alert (TRI spike) | Review SIS and AVI. Multiple deteriorating signals = elevated fragility. |
| Pre-collapse pattern | Highest alert level. Multiple signals indicate structural breakdown in progress. |
The signal feed is most valuable as a systematic monitoring tool — surfacing events that would require constant manual checking to catch otherwise.