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Dual-Agent Predictive Vehicle Health and Maintenance Prioritization System

by Cheng Siong ChinUpdated Aug 2026
RequiresAnthropic
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ScSchedule TriggerSeWorkflow ConfigurationWorkflow Config…HRFetch Real-Time Vehicle TelemetryFetch Real-Time…HRFetch Historical Vehicle DataFetch Historica…MeMerge Telemetry and Historical DataMerge Telemetry…Anthropic Model - Anomaly Detection AgentAnthropic Model…OPAnomaly Detection Output ParserAnomaly Detecti…AgAnomaly Detection AgentAnomaly Detecti…Anthropic Model - Maintenance Prioritization AgentAnthropic Model…OPMaintenance Prioritization Output ParserMaintenance Pri…TCRUL Calculation ToolRUL Calculation…AgMaintenance Prioritization AgentMaintenance Pri…IfCheck Urgency LevelCheck Urgency L…SeFormat Urgent AlertFormat Urgent A…SeFormat Standard Maintenance RecordFormat Standard…CoGenerate Audit LogGenerate Audit …1234567891011121314151617
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STEPS · 17
Runs on a schedule

On a schedule, pulls vehicle telemetry via HTTP and uses dual Claude agents to predict health issues and prioritize maintenance.

Tags

croncomplexAnthropicEngineeringAI Summarizationdiscoveredpending-review
Connects
Anthropic
CategoryAI Agents & Chatbots
Triggercron
Complexitycomplex
Nodes16
AddedJun 27, 2026