Automation library · AI assistants

Convert GitHub commits into review-ready pull requests

Started by an event in a connected app. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Gemini. 15 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: Gemini

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15 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 2Model 6Logic 3Service 4

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

  1. 1Google Gemini Chat ModelLm Chat Google GeminiModel
  2. 2Structured Output ParserOutput Parser StructuredModel
  3. 3create_github_prTool WorkflowModel
  4. 4Subworkflow Entry PointExecute Workflow triggerStarts it
  5. 5Fetch GitHub IssuesGithub ToolService
  6. 6LLM PR Writer ModelLm Chat Google GeminiModel
  7. 7Extract Repo & Branch ContextAgentModel
  8. 8MCP Server Trigger for GithubMcp triggerStarts it
  9. 9Generate PR Title & DescriptionChain LlmModel
  10. 10Repo or Branch ValidationHttp RequestService
  11. 11Create Pull RequestHttp RequestService
  12. 12Check for Repository errorIfLogic
  13. 13Prepare PR PayloadSetLogic
  14. 14Build Error ResponseSetLogic
  15. 15Aggregate Commit MessagesSummarizeService

How it's built

Starts on
An event in a connected app
Steps
15, with 1 branch
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
Gemini

Questions

What does it need to run?

An n8n account, and a key for Gemini. 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. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 15 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 15 steps before you point it at anything that matters.