Automation library · Content

Proofread markdown blog posts with Gemini and Groq

Started by an event in a connected app, and works across GitHub. It hands the judgement calls to Gemini and Groq. 22 steps, 2 branches: large, and worth reading before you trust it with anything live.

LargeCalls a model: Gemini, Groq

Download free
22 stepsLarge: read it before trusting it with anything live
2Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 6Logic 10Service 5

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

  1. 1When clicking ‘Execute workflow’Manual triggerStarts it
  2. 2QA Agent LLMLm Chat Google GeminiModel
  3. 3Editor Agent LLMLm Chat Google GeminiModel
  4. 4Fallback Chat ModelLm Chat GroqModel
  5. 5Fallback ModelLm Chat GroqModel
  6. 6Github ConfigSetLogic
  7. 7QA Agent - Analyze ContentAgentModel
  8. 8Editor Agent - Generate Edit OpsAgentModel
  9. 9Fetch Blog Post from GitHubGithubService
  10. 10Parse QA Issues JSONCodeLogic
  11. 11Parse Edit Operations JSONCodeLogic
  12. 12Decode Base64 & Add Line NumbersCodeLogic
  13. 13Has Issues?IfLogic
  14. 14Apply Line-by-Line EditsCodeLogic
  15. 15Format Clean ReportCodeLogic
  16. 16Edits Applied?IfLogic
  17. 17Save QA Report to GitHub Without IssuesGithubService
  18. 18Commit Updated File to GitHubGithubService
  19. 19Format QA ReportCodeLogic
  20. 20Format Failure ReportCodeLogic
  21. 21Save QA Report to GitHubGithubService
  22. 22Create a fileGithubService

How it's built

Starts on
An event in a connected app
Steps
22, with 2 branches
Size
Large: read it before trusting it with anything live
Connects to
GitHub
Model
Gemini, Groq

Questions

What does it need to run?

An n8n account, plus your own GitHub account, and a key for Gemini and Groq. 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 Gemini and Groq. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 22 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 22 steps before you point it at anything that matters.