Automation library · Hiring

Automate job searching & resume customization with LinkedIn

Started by a clock, and works across Gmail, Google Drive and Google Sheets. It hands the judgement calls to Mistral. 35 steps, 3 loops or waits: large, and worth reading before you trust it with anything live.

LargeCalls a model: Mistral

Download free
35 stepsLarge: read it before trusting it with anything live
0Branches: places the flow splits
3Loops or waits
3Services it connects to

The flow

Starts it 1Model 6Logic 16Service 12

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

  1. 1Mistral Cloud Chat ModelLm Chat Mistral CloudModel
  2. 2Structured Output ParserOutput Parser StructuredModel
  3. 3Mistral Cloud Chat Model4Lm Chat Mistral CloudModel
  4. 4Schedule Trigger1Schedule triggerStarts it
  5. 5Resume Breakdown1AgentModel
  6. 6Resume Analysis AI Agent1AgentModel
  7. 7Job Matching AI Agent1AgentModel
  8. 8Download Resume1Google DriveService
  9. 9Get row(s) in Job Search1Google SheetsService
  10. 10LinkedIn Search URL7CodeLogic
  11. 11LinkedIn Search URLCodeLogic
  12. 12LinkedIn Search URL5CodeLogic
  13. 13LinkedIn Search URL6CodeLogic
  14. 14Append or update row in Job Search1Google SheetsService
  15. 15Edit Fields3SetLogic
  16. 16Extract from Resume1Extract From FileService
  17. 17Compare Datasets1Compare DatasetsService
  18. 18Fetch jobs from LinkedIn5Http RequestService
  19. 19Fetch jobs from LinkedInHttp RequestService
  20. 20Fetch jobs from LinkedIn3Http RequestService
  21. 21Fetch jobs from LinkedinHttp RequestService
  22. 22Loop Over ItemsSplit In BatchesLogic
  23. 23MergeMergeLogic
  24. 24Get row(s) in sheet1Google SheetsService
  25. 25HTML3HtmlLogic
  26. 26Sort1SortLogic
  27. 27Split OutSplit OutLogic
  28. 28Limit1LimitLogic
  29. 29Loop Over Items3Split In BatchesLogic
  30. 30Aggregate1AggregateLogic
  31. 31Wait1WaitLogic
  32. 32Send a messageGmailService
  33. 33HTTP Request1Http RequestService
  34. 34HTML2HtmlLogic
  35. 35Edit Fields2SetLogic

How it's built

Starts on
A clock
Steps
35, 3 loops or waits
Size
Large: read it before trusting it with anything live
Connects to
Gmail, Google Drive, Google Sheets
Model
Mistral

Questions

What does it need to run?

An n8n account, plus your own Gmail, Google Drive and Google Sheets accounts, and a key for Mistral. 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 Mistral. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 35 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 35 steps before you point it at anything that matters.