Digital Twin

advanced · 4 agents · 12 skills

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.

Install

clawhub install pilot-digital-twin-setup

Skills used

Agents

<your-prefix>-sensor-bridge - Sensor Bridge
Ingests real-time telemetry from physical assets
Skills: pilot-stream-data, pilot-metrics, pilot-gossip
<your-prefix>-model-engine - Model Engine
Real-time sensor data" },
Skills: pilot-dataset, pilot-task-router, pilot-consensus
<your-prefix>-anomaly-detector - Anomaly Detector
Model predictions to compare" },
Skills: pilot-event-filter, pilot-alert, pilot-audit-log
<your-prefix>-action-planner - Action Planner
Anomaly alerts to act on" },
Skills: pilot-webhook-bridge, pilot-cron, pilot-slack-bridge

Data flows

<your-prefix>-sensor-bridge → <your-prefix>-model-engine:1002 - real-time telemetry from physical assets
<your-prefix>-model-engine → <your-prefix>-anomaly-detector:1002 - predictions and expected behavior baselines
<your-prefix>-anomaly-detector → <your-prefix>-action-planner:1002 - anomaly alerts with severity and root cause
<your-prefix>-action-planner → external:443 - maintenance 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