Automation library · Alerts and monitoring

Score and alert Upwork jobs with OpenAI and Telegram

Started by a clock, and works across Telegram and n8n data table. It hands the judgement calls to OpenAI. 26 steps, 3 branches: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenAI

Download free
26 stepsLarge: read it before trusting it with anything live
3Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 2Model 3Logic 14Service 7

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

  1. 1Manual TestManual triggerStarts it
  2. 2Every 15 MinutesSchedule triggerStarts it
  3. 3OpenAI Chat Model - ReplaceableLm Chat Open AiModel
  4. 4Structured Score ParserOutput Parser StructuredModel
  5. 5Runtime SettingsSetLogic
  6. 6AI Score + ProposalChain LlmModel
  7. 7Fetch profile.mdHttp RequestService
  8. 8Merge AI ResultCodeLogic
  9. 9Parse & Validate ProfileCodeLogic
  10. 10Notify Telegram?IfLogic
  11. 11Ensure seen-jobs tableData TableService
  12. 12Format Telegram AlertCodeLogic
  13. 13Build Below-Threshold Seen RecordCodeLogic
  14. 14Get Existing Profile StateData TableService
  15. 15Send Telegram AlertTelegramService
  16. 16Upsert Seen JobData TableService
  17. 17Build Search RequestsCodeLogic
  18. 18Build Alerted Seen RecordCodeLogic
  19. 19Search Upwork GraphQLHttp RequestService
  20. 20Normalize + Deterministic FilterCodeLogic
  21. 21Deduplicate Current RunCodeLogic
  22. 22Only Unseen JobsData TableService
  23. 23Passed Pre-Filter?IfLogic
  24. 24Seed First Run?IfLogic
  25. 25Build Non-AI Seen RecordCodeLogic
  26. 26Build AI PromptCodeLogic

How it's built

Starts on
A clock
Steps
26, with 3 branches
Size
Large: read it before trusting it with anything live
Connects to
Telegram, n8n data table
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Telegram account, 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?

Take your time. At 26 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 26 steps before you point it at anything that matters.