Automation library · AI assistants

Validate student progress and orchestrate interventions

Started by another system calling it, and works across Email. It hands the judgement calls to Claude. 16 steps, 2 branches: a working afternoon to understand properly.

MediumCalls a model: Claude

16 stepsMedium: a working afternoon
2Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 6Logic 5Service 4

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

  1. 1Student Data WebhookWebhookStarts it
  2. 2Claude Model - Student ProgressLm Chat AnthropicModel
  3. 3Student Progress Output ParserOutput Parser StructuredModel
  4. 4Claude Model - OrchestrationLm Chat AnthropicModel
  5. 5Orchestration Output ParserOutput Parser StructuredModel
  6. 6Workflow ConfigurationSetLogic
  7. 7Student Progress Validation AgentAgentModel
  8. 8Academic Orchestration AgentAgentModel
  9. 9Fetch Student Learning HistoryHttp RequestService
  10. 10Route by Validation StatusSwitchLogic
  11. 11Execute Orchestration ActionsHttp RequestService
  12. 12Merge Student DataCodeLogic
  13. 13Log Compliance Audit TrailCodeLogic
  14. 14Route by Action TypeSwitchLogic
  15. 15Send Instructor NotificationEmail SendService
  16. 16Send Exception EscalationEmail SendService

How it's built

Starts on
Another system calling it
Steps
16, with 2 branches
Size
Medium: a working afternoon
Connects to
Email
Model
Claude

Questions

What does it need to run?

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

What starts it?

It starts on another system calling it.

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.