# & analyze n8n workflows from GitHub with OpenAI: n8n workflow

> 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.

Source: https://millionrounds.com/workflow/and-analyze-n8n-workflows-from-github-with-openai (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Data collection](https://millionrounds.com/workflows?category=Data+collection#library)

# & 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.

Medium Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fand-analyze-n8n-workflows-from-github-with-openai)

**14 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 1 Model 3 Logic 6 Service 4

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

- 1 **Schedule Trigger** Schedule trigger *Starts it*
- 2 **OpenAI Chat Model1** Lm Chat Open Ai *Model*
- 3 **Structured Output Parser1** Output Parser Structured *Model*
- 4 **Config1** Set *Logic*
- 5 **AI Analysis1** Agent *Model*
- 6 **GitHub Search1** Http Request *Service*
- 7 **Merge AI Results1** Code *Logic*
- 8 **Split Results1** Split Out *Logic*
- 9 **Save to Google Sheets** Google Sheets *Service*
- 10 **Create a database page** Notion *Service*
- 11 **Fetch Workflow JSON1** Http Request *Service*
- 12 **Process Workflows1** Code *Logic*
- 13 **Aggregate All1** Aggregate *Logic*
- 14 **Prepare AI Analysis1** Code *Logic*

## 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.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fand-analyze-n8n-workflows-from-github-with-openai)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Google Sheets](https://millionrounds.com/workflows?service=Google+Sheets#library)[Notion](https://millionrounds.com/workflows?service=Notion#library)

## Workflows like it

Also data collection, with the same services where possible, closest in size first.

- [**AI agent with Google Sheets** 14 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/ai-agent-with-google-sheets)
- [**Anonymize & reformat CVs with Gemini and Google Sheets** 14 steps · calls a model · Google Drive, Google Sheets](https://millionrounds.com/workflow/anonymize-and-reformat-cvs-with-gemini-and-google-sheets)
- [**Automate GPT-4o fine-tuning with Google Sheets and Airtable** 14 steps · calls a model · Airtable, Google Sheets](https://millionrounds.com/workflow/automate-gpt-4o-fine-tuning-with-google-sheets-and-airtable)
- [**Automate Instagram carousel creation with OpenAI** 14 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/automate-instagram-carousel-creation-with-openai)
- [**Automate Twitter and LinkdIn with Gemini and Google Sheets** 14 steps · calls a model · Google Sheets, LinkedIn](https://millionrounds.com/workflow/automate-twitter-and-linkdin-with-gemini-and-google-sheets)
- [**Automate client communications & management with Notion** 14 steps · calls a model · Gmail, Notion](https://millionrounds.com/workflow/automate-client-communications-and-management-with-notion)