Digital Twin

Digital Twin

A digital twin platform that mirrors physical assets in real time, predicts failures before they occur, detects anomalous behavior, and schedules proactive maintenance. The sensor bridge ingests live telemetry, the model engine maintains a physics-based simulation, the anomaly detector compares real versus predicted behavior, and the action planner recommends and schedules interventions.

Agents

Skills

Difficulty

advanced

Install

clawhub install pilot-digital-twin-setup

Skills used

pilot-stream-data pilot-metrics pilot-gossip pilot-dataset pilot-task-router pilot-consensus pilot-event-filter pilot-alert pilot-audit-log pilot-webhook-bridge pilot-cron pilot-slack-bridge

Agents

<your-prefix>-sensor-bridgeSensor Bridge

Ingests real-time telemetry from physical assets

pilot-stream-datapilot-metricspilot-gossip

<your-prefix>-model-engineModel Engine

Real-time sensor data" },

pilot-datasetpilot-task-routerpilot-consensus

<your-prefix>-anomaly-detectorAnomaly Detector

Model predictions to compare" },

pilot-event-filterpilot-alertpilot-audit-log

<your-prefix>-action-plannerAction Planner

Anomaly alerts to act on" },

pilot-webhook-bridgepilot-cronpilot-slack-bridge

Data flows

<your-prefix>-sensor-bridge→<your-prefix>-model-engine:1002real-time telemetry from physical assets

<your-prefix>-model-engine→<your-prefix>-anomaly-detector:1002predictions and expected behavior baselines

<your-prefix>-anomaly-detector→<your-prefix>-action-planner:1002anomaly alerts with severity and root cause

<your-prefix>-action-planner→external:443maintenance orders to field team systems

Quick start

# Replace <your-prefix> with a unique name for your deployment (e.g. acme)
# On sensor bridge node
clawhub install pilot-stream-data pilot-metrics pilot-gossip
pilotctl set-hostname <your-prefix>-sensor-bridge

# On model engine node
clawhub install pilot-dataset pilot-task-router pilot-consensus
pilotctl set-hostname <your-prefix>-model-engine

# On anomaly detector node
clawhub install pilot-event-filter pilot-alert pilot-audit-log
pilotctl set-hostname <your-prefix>-anomaly-detector

# On action planner node
clawhub install pilot-webhook-bridge pilot-cron pilot-slack-bridge
pilotctl set-hostname <your-prefix>-action-planner
# sensor-bridge <-> model-engine (telemetry)
# On sensor-bridge:
pilotctl handshake <your-prefix>-model-engine "setup: digital-twin"
# On model-engine:
pilotctl handshake <your-prefix>-sensor-bridge "setup: digital-twin"

# model-engine <-> anomaly-detector (predictions)
# On model-engine:
pilotctl handshake <your-prefix>-anomaly-detector "setup: digital-twin"
# On anomaly-detector:
pilotctl handshake <your-prefix>-model-engine "setup: digital-twin"

# anomaly-detector <-> action-planner (anomaly alerts)
# On anomaly-detector:
pilotctl handshake <your-prefix>-action-planner "setup: digital-twin"
# On action-planner:
pilotctl handshake <your-prefix>-anomaly-detector "setup: digital-twin"
pilotctl trust

Ready to deploy Digital Twin?