# Auto-post GitHub code summaries to LinkedIn with Gemini: n8n workflow

> Started by another system calling it, and works across GitHub and LinkedIn. It hands the judgement calls to Gemini.

Source: https://millionrounds.com/workflow/auto-post-github-code-summaries-to-linkedin-with-gemini (Millionrounds; every figure on the page links to its filing or article)

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

# Auto-post GitHub code summaries to LinkedIn with Gemini

Started by another system calling it, and works across GitHub and LinkedIn. It hands the judgement calls to Gemini. 10 steps: a working afternoon to understand properly.

Medium Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fauto-post-github-code-summaries-to-linkedin-with-gemini)

**10 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 4 Logic 2 Service 3

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

- 1 **When Push Event Occurs** Webhook *Starts it*
- 2 **Gemini Analysis Model** Lm Chat Google Gemini *Model*
- 3 **Gemini Drafting Model** Lm Chat Google Gemini *Model*
- 4 **List Repository Files** Github *Service*
- 5 **Analyze Code Context** Agent *Model*
- 6 **Draft LinkedIn Post** Agent *Model*
- 7 **Fetch File Content** Github *Service*
- 8 **Publish to LinkedIn** Linked In *Service*
- 9 **Decode Base64 Content** Code *Logic*
- 10 **Merge Code Snippets** Code *Logic*

## How it's built

- **Starts on:** Another system calling it
- **Steps:** 10
- **Size:** Medium: a working afternoon
- **Connects to:** GitHub, LinkedIn
- **Model:** Gemini

## Questions

What does it need to run?

An n8n account, plus your own GitHub and LinkedIn accounts, and a key for Gemini. You connect your own accounts after importing it; none are included.

What starts it?

It starts on another system calling it.

Does it use AI?

Yes. It calls Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 10 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 10 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%2Fauto-post-github-code-summaries-to-linkedin-with-gemini)
- **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)[LinkedIn](https://millionrounds.com/workflows?service=LinkedIn#library)

## Workflows like it

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

- [**AI-powered SEO content generator from any URL with Gemini** 10 steps · calls a model · GitHub](https://millionrounds.com/workflow/ai-powered-seo-content-generator-from-any-url-with-gemini)
- [**Automate content analysis & multi-platform distribution** 10 steps · calls a model · Google Sheets, LinkedIn](https://millionrounds.com/workflow/automate-content-analysis-and-multi-platform-distribution)
- [**Create LinkedIn posts from Google Trends with Gemini and Gmail** 10 steps · calls a model · Gmail, LinkedIn](https://millionrounds.com/workflow/create-linkedin-posts-from-google-trends-with-gemini-and-gma)
- [**Generate & post LinkedIn content with OpenAI and Gmail** 10 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/generate-and-post-linkedin-content-with-openai-and-gmail)
- [**Automate social media content distribution with Google Sheets** 10 steps · Google Sheets, LinkedIn](https://millionrounds.com/workflow/automate-social-media-content-distribution-with-google-sheet)
- [**Post PR preview page screenshots to GitHub pull requests** 10 steps · GitHub](https://millionrounds.com/workflow/post-pr-preview-page-screenshots-to-github-pull-requests)