Developer & DevOps

Extract GitHub Issues and Autofill n8n Expressions Automatically

17 nodes 288 154 Automatic trigger
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Workflow Description

This workflow retrieves claim files from GitHub repositories, analyzes them using an intelligent AI agent powered by a local language model, and automatically generates valid n8n expressions to accelerate workflow development while reducing manual configuration errors.

How it works

  1. 1.Trigger the workflow manually and connect your GitHub repository to fetch claim files
  2. 2.Extract file contents and process them through an AI agent with local model support
  3. 3.Analyze claims and automatically generate corresponding n8n expressions for your workflows
  4. 4.Validate generated expressions and stop with error feedback if validation fails

Use cases

  • Automate extraction of project requirements from GitHub files and convert them into valid n8n workflow expressions
  • Reduce manual expression writing time and eliminate copy-paste errors in workflow configuration

Requirements

  • Valid GitHub repository access with read permissions for file retrieval
  • Installed Ollama model or access to a working LM Chat service for local AI processing

Service Value

Ready-made workflow template for automation delivery and service execution.

Apps Used

GitHub AI Agent Lm Chat Ollama

Details

Trigger Automatic trigger
Nodes 17
Apps 3
Views 288
Downloads 154

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (17)

/

When clicking ‘Test workflow’

Manual Trigger

#1

GitHub

Github

#2

Extract from File

Extract From File

#3

setVars

Set

#4

replace variables

Code

#5

If

If

#6

Check All Prompt Vars Present

Code

#7

SetPrompt

Set

#8

Stop and Error

Stop And Error

#9

Set Completed Prompt

Set

#10

AI Agent

Agent

#11

Sticky Note

Sticky Note

#12

Sticky Note1

Sticky Note

#13

Sticky Note2

Sticky Note

#14

Sticky Note3

Sticky Note

#15

Prompt Output

Set

#16

Ollama Chat Model

Lm Chat Ollama

#17