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Analyze your resume against LinkedIn jobs with OpenAI

Started by a clock, and works across Google Drive, Google Sheets and Telegram. It hands the judgement calls to OpenAI. 20 steps, 2 loops or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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20 stepsMedium: a working afternoon
0Branches: places the flow splits
2Loops or waits
3Services it connects to

The flow

Starts it 1Model 2Logic 10Service 7

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

  1. 1Schedule TriggerSchedule triggerStarts it
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3Download fileGoogle DriveService
  4. 4AI AgentAgentModel
  5. 5Extract from FileExtract From FileService
  6. 6Parse AI OutputSetLogic
  7. 7Get row(s) in sheetGoogle SheetsService
  8. 8Send a text messageTelegramService
  9. 9Create search URLCodeLogic
  10. 10Fetch Jobs from LinkedinHttp RequestService
  11. 11Extract Job LinksHtmlLogic
  12. 12Split OutSplit OutLogic
  13. 13LimitLimitLogic
  14. 14Loop Over ItemsSplit In BatchesLogic
  15. 15Aggregate JobsItem ListsLogic
  16. 16WaitWaitLogic
  17. 17Fetch Job PageHttp RequestService
  18. 18Parse Job AttributesHtmlLogic
  19. 19Modify Job AttributesSetLogic
  20. 20Update LogsGoogle SheetsService

How it's built

Starts on
A clock
Steps
20, 2 loops or waits
Size
Medium: a working afternoon
Connects to
Google Drive, Google Sheets, Telegram
Model
OpenAI

Questions

What does it need to run?

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

How long does it take to set up?

Plan an afternoon. 20 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 20 steps before you point it at anything that matters.