Automation library · AI assistants

Prioritize vehicle maintenance with Claude

Started by a clock. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Claude. 16 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: Claude

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16 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Model 7Logic 6Service 2

The steps in the order they run, from what starts it.

  1. 1Schedule TriggerSchedule triggerStarts it
  2. 2Anthropic Model - Anomaly Detection AgentLm Chat AnthropicModel
  3. 3Anomaly Detection Output ParserOutput Parser StructuredModel
  4. 4Anthropic Model - Maintenance Prioritization AgentLm Chat AnthropicModel
  5. 5Maintenance Prioritization Output ParserOutput Parser StructuredModel
  6. 6RUL Calculation ToolTool CodeModel
  7. 7Workflow ConfigurationSetLogic
  8. 8Anomaly Detection AgentAgentModel
  9. 9Maintenance Prioritization AgentAgentModel
  10. 10Fetch Real-Time Vehicle TelemetryHttp RequestService
  11. 11Fetch Historical Vehicle DataHttp RequestService
  12. 12Check Urgency LevelIfLogic
  13. 13Merge Telemetry and Historical DataMergeLogic
  14. 14Format Urgent AlertSetLogic
  15. 15Format Standard Maintenance RecordSetLogic
  16. 16Generate Audit LogCodeLogic

How it's built

Starts on
A clock
Steps
16, with 1 branch
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
Claude

Questions

What does it need to run?

An n8n account, and a key for Claude. You connect your own accounts after importing it; none are included.

What starts it?

It starts on a clock.

Does it use AI?

Yes. It calls Claude. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 16 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 16 steps before you point it at anything that matters.