# Validate GitHub configurations with OpenAI and Slack: n8n workflow

> Started by an event in a connected app, and works across GitHub, Google Sheets and Slack. It puts OpenAI behind a retrieval step, so answers are drawn from...

Source: https://millionrounds.com/workflow/validate-github-configurations-with-openai-and-slack (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)

# Validate GitHub configurations with OpenAI and Slack

Started by an event in a connected app, and works across GitHub, Google Sheets and Slack. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 13 steps: a working afternoon to understand properly.

Medium Calls a model: OpenAI Retrieval

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fvalidate-github-configurations-with-openai-and-slack)

**13 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**3** Services it connects to

## The flow

Starts it 1 Model 4 Logic 2 Service 6

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

- 1 **GitHub Push or PR Event** Github trigger *Starts it*
- 2 **OpenAI GPT-4o-mini** Lm Chat Open Ai *Model*
- 3 **JSON Output Schema** Output Parser Structured *Model*
- 4 **Conversation Memory** Memory Buffer Window *Model*
- 5 **Fetch Repository Config** Github *Service*
- 6 **Fetch FAQ Reference Config** Github *Service*
- 7 **AI Config Comparison Agent** Agent *Model*
- 8 **Parse Repo Config JSON** Extract From File *Service*
- 9 **Parse FAQ Config JSON** Extract From File *Service*
- 10 **Format Issues for Logging** Code *Logic*
- 11 **Merge Config Files** Merge *Logic*
- 12 **Log to Google Sheets** Google Sheets *Service*
- 13 **Send Slack Alert** Slack *Service*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 13
- **Size:** Medium: a working afternoon
- **Connects to:** GitHub, Google Sheets, Slack
- **Model:** OpenAI
- **Retrieval:** Answers are drawn from documents you supply, not from the model alone

## Questions

What does it need to run?

An n8n account, plus your own GitHub, Google Sheets and Slack accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an event in a connected app.

Does it use AI?

Yes. It calls OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 13 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 13 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%2Fvalidate-github-configurations-with-openai-and-slack)
- **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.

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

## Workflows like it

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

- [**24/7 AI assistant with OpenAI and Google Sheets** 13 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/24-7-ai-assistant-with-openai-and-google-sheets)
- [**AI agent that updates its own rules to modify behavior** 13 steps · calls a model · Google Sheets, Postgres](https://millionrounds.com/workflow/ai-agent-that-updates-its-own-rules-to-modify-behavior)
- [**AI job relevancy scorer: Search LinkedIn Jobs with OpenAI** 13 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/ai-job-relevancy-scorer-search-linkedin-jobs-with-openai)
- [**AI-driven SMS & email assistant with Google Sheets** 13 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/ai-driven-sms-and-email-assistant-with-google-sheets)
- [**Add Project Tasks to Google Sheets with OpenAI** 13 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/add-project-tasks-to-google-sheets-with-openai)
- [**Analyze procurement savings opportunities with Google Sheets** 13 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/analyze-procurement-savings-opportunities-with-google-sheets)