Source top GitHub talent by language & location with Gemini AI and BrowserAct
AI-Powered Top GitHub Talent Sourcing (by Language & Location) to Google Sheet This n8n template is a powerful talent sourcing engine that finds, analyzes, and scores GitHub contributors using a custom AI formula. This workflow is ideal for technical recruiters, hiring managers, and team leads who want to build a pipeline of qualified candidates based on specific technical skills and location. --- Self-Hosted Only This Workflow uses a community contribution and is designed and tested for self-h
At a glance
Source top GitHub talent by language & location with Gemini AI and BrowserAct is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Slack, Google Sheets, GitHub, Gemini. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- Slack, Google Sheets, GitHub, Gemini
- Modules
- 10
- Price
- Free
- Version
- v1.0

About this workflow
AI-Powered Top GitHub Talent Sourcing (by Language & Location) to Google Sheet This n8n template is a powerful talent sourcing engine that finds, analyzes, and scores GitHub contributors using a custom AI formula. This workflow is ideal for technical recruiters, hiring managers, and team leads who want to build a pipeline of qualified candidates based on specific technical skills and location. --- Self-Hosted Only This Workflow uses a community contribution and is designed and tested for self-hosted n8n instances only. --- How it works The workflow runs on a Schedule Trigger (e.g., hourly) to constantly find new candidates. A BrowserAct node ("Run a workflow task") initiates a scraping job on GitHub based on your criteria (e.g., "Python" developers in "Berlin"). A second BrowserAct node ("Get details") waits for the scraping to complete. If the job fails, a Slack alert is sent. A Code node processes the raw scraped data, splitting the list of developers into individual items. An AI Agent, powered by Google Gemini, analyzes each profile. It scores their resume/summary and calculates a final weighted FinalScore based on their followers, repositories, and resume quality. The structured and scored candidate data is then saved to a Google Sheet, using the "Name" column to prevent duplicates. A final Slack message is sent to notify you that the GitHub contributors list has been successfully updated. --- Requirements BrowserAct API account for web scraping BrowserAct "Source Top GitHub Contributors by Language & Location" Template BrowserAct n8n Community Node -> (n8n Nodes BrowserAct) Gemini account for the AI Agent Google Sheets credentials for saving leads Slack credentials for sending notifications --- Need Help? #### How to Find Your BrowseAct API Key & Workflow ID #### How to Connect n8n to Browseract #### How to Use & Customize BrowserAct Templates #### How to Use the BrowserAct N8N Community Node --- Workflow Guidance and Showcase #### Automate Talent Sourcing: Find GitHub Devs with n8n & Browseract
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
Purchase to unlock the full step-by-step guide
Related N8n workflows
Create Slack messages for new offline messages in HappyFox Chat
Extract Website URLs from Sitemap.XML for SEO Analysis
Create a Facebook post for every new article read from RSS received from a Google Sheet
Create Slack messages for new Bigin by Zoho CRM deals
Automatic event creation in Google Calendar from Google Sheets data
Classify and summarize WeChat articles with GPT-4 Nano to Google Sheets and Notion
Add Project Tasks to Google Sheets with GPT-4.1-mini Chat Assistant
Automated GitHub scanner for exposed AWS IAM keys
Reviews
No reviews yet
Be the first to buy and share your experience.
Leave a review
Sign in to share your experience with this workflow.
Create a free account to purchase workflows.
- JSON blueprint — instant download
- Setup guide PDF included
- 5 downloads · valid 30 days
- Works with n8n
Need help setting this up?
Book a 3-hour live setup session with an Agility consultant.
- Configure live on Google Meet / Zoom
- Free follow-up if workflow has defects
- Platform expert assigned to you