claude-flow
Version:
Ruflo - Enterprise AI agent orchestration for Claude Code. Deploy 60+ specialized agents in coordinated swarms with self-learning, fault-tolerant consensus, vector memory, and MCP integration
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text/typescript
export type AnomalyType =
| 'drift'
| 'spike'
| 'flatline'
| 'oscillation'
| 'pattern-break'
| 'cluster-outlier';
export type AnomalyAction =
| 'log'
| 'alert'
| 'quarantine'
| 'recalibrate'
| 'rollback-firmware'
| 'human-review';
/**
* A single telemetry reading from a Cognitum Seed device.
*/
export interface TelemetryReading {
readingId: string;
deviceId: string;
fleetId: string;
timestamp: Date;
/** Embedding vector for similarity search. */
vector: number[];
/** Raw sensor metrics keyed by metric name. */
rawMetrics: Record<string, number>;
/** Anomaly score, 0.0 (normal) - 1.0 (anomalous). */
anomalyScore: number;
metadata: Record<string, unknown>;
}
/**
* Result of anomaly detection on a telemetry reading.
*/
export interface AnomalyDetection {
readingId: string;
deviceId: string;
/** Anomaly score, 0.0 - 1.0. */
score: number;
type: AnomalyType;
/** Detection confidence, 0.0 - 1.0. */
confidence: number;
/** Identifier of the baseline pattern this was compared against. */
baselinePattern?: string;
suggestedAction: AnomalyAction;
metadata: Record<string, unknown>;
}