Automation library · Chat assistants

Match LinkedIn jobs and generate cover letters with OpenAI

Started by a clock, and works across Apify, Google Drive, Google Sheets and Telegram. It hands the judgement calls to OpenAI. 12 steps, 1 branch, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

12 stepsMedium: a working afternoon
1Branch: places the flow splits
1Loop or waits
4Services it connects to

The flow

Starts it 1Model 2Logic 3Service 6

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

  1. 1OpenAI Chat ModelLm Chat Open AiModel
  2. 2Schedule TriggerSchedule triggerStarts it
  3. 3Job MatcherAgentModel
  4. 4Download fileGoogle DriveService
  5. 5Edit FieldsSetLogic
  6. 6Extract from FileExtract From FileService
  7. 7Append or update row in sheetGoogle SheetsService
  8. 8Get row(s) in sheetGoogle SheetsService
  9. 9Score FilterIfLogic
  10. 10Run an Actor and get datasetApifyService
  11. 11Send a text messageTelegramService
  12. 12Loop Over ItemsSplit In BatchesLogic

How it's built

Starts on
A clock
Steps
12, with 1 branch, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Apify, Google Drive, Google Sheets, Telegram
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Apify, 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. 12 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 12 steps before you point it at anything that matters.