Automation library · Data collection

& analyze n8n workflows from GitHub with OpenAI

Started by a clock, and works across Google Sheets and Notion. It hands the judgement calls to OpenAI. 14 steps: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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

The flow

Starts it 1Model 3Logic 6Service 4

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

  1. 1Schedule TriggerSchedule triggerStarts it
  2. 2OpenAI Chat Model1Lm Chat Open AiModel
  3. 3Structured Output Parser1Output Parser StructuredModel
  4. 4Config1SetLogic
  5. 5AI Analysis1AgentModel
  6. 6GitHub Search1Http RequestService
  7. 7Merge AI Results1CodeLogic
  8. 8Split Results1Split OutLogic
  9. 9Save to Google SheetsGoogle SheetsService
  10. 10Create a database pageNotionService
  11. 11Fetch Workflow JSON1Http RequestService
  12. 12Process Workflows1CodeLogic
  13. 13Aggregate All1AggregateLogic
  14. 14Prepare AI Analysis1CodeLogic

How it's built

Starts on
A clock
Steps
14
Size
Medium: a working afternoon
Connects to
Google Sheets, Notion
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Google Sheets and Notion 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. 14 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 14 steps before you point it at anything that matters.