Automation library · Chat assistants

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Started by another system calling it, and works across Slack. It hands the judgement calls to Claude. 23 steps, 1 branch: large, and worth reading before you trust it with anything live.

LargeCalls a model: Claude

Download free
23 stepsLarge: read it before trusting it with anything live
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 5Model 2Logic 11Service 5

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

  1. 1On ClickUp Task EventWebhookStarts it
  2. 2On GitHub Repository EventWebhookStarts it
  3. 3On Incident EventWebhookStarts it
  4. 4On Documentation EventWebhookStarts it
  5. 5Every Batch Processing WindowSchedule triggerStarts it
  6. 6Claude Entity Linking ModelLm Chat AnthropicModel
  7. 7Normalize ClickUp Task SignalCodeLogic
  8. 8Normalize GitHub SignalCodeLogic
  9. 9Normalize Incident SignalCodeLogic
  10. 10Normalize Documentation SignalCodeLogic
  11. 11Fetch Buffered Graph EventsHttp RequestService
  12. 12AI Entity Linking AgentAgentModel
  13. 13Merge Normalized Graph EventsMergeLogic
  14. 14Extract Explicit & Flag Ambiguous LinksCodeLogic
  15. 15Apply AI Link ResolutionCodeLogic
  16. 16Post Signal to Graph Event BufferHttp RequestService
  17. 17Check for Ambiguous EventsIfLogic
  18. 18Merge Link ResultsMergeLogic
  19. 19Fetch Known Entity RegistryHttp RequestService
  20. 20Pass Clear LinksCodeLogic
  21. 21Build Graph MutationsCodeLogic
  22. 22Post to Graph Database APIHttp RequestService
  23. 23Send Slack NotificationSlackService

How it's built

Starts on
Another system calling it
Steps
23, with 1 branch
Size
Large: read it before trusting it with anything live
Connects to
Slack
Model
Claude

Questions

What does it need to run?

An n8n account, plus your own Slack 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?

Take your time. At 23 steps it is large: read it before trusting it with anything live.

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 23 steps before you point it at anything that matters.