# TalentFlow AI – Instantly evaluate applicant's GitHub, LinkedIn: n8n workflow

> Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenRouter.

Source: https://millionrounds.com/workflow/talentflow-ai-instantly-evaluate-applicant-s-github-linkedin (Millionrounds; every figure on the page links to its filing or article)

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

# TalentFlow AI – Instantly evaluate applicant's GitHub, LinkedIn

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenRouter. 36 steps, 3 branches: large, and worth reading before you trust it with anything live.

Large Calls a model: OpenRouter

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Ftalentflow-ai-instantly-evaluate-applicant-s-github-linkedin)

**36 steps** Large: read it before trusting it with anything live

**3** Branches: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 12 Logic 15 Service 8

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

- 1 **OpenRouter Chat Model** Lm Chat Open Router *Model*
- 2 **OpenRouter Chat Model1** Lm Chat Open Router *Model*
- 3 **OpenRouter Chat Model2** Lm Chat Open Router *Model*
- 4 **OpenRouter Chat Model3** Lm Chat Open Router *Model*
- 5 **Structured Output Parser** Output Parser Structured *Model*
- 6 **Structured Output Parser1** Output Parser Structured *Model*
- 7 **Structured Output Parser2** Output Parser Structured *Model*
- 8 **Structured Output Parser3** Output Parser Structured *Model*
- 9 **Trigger: New Job Application** Jot Form trigger *Starts it*
- 10 **resume evaluation** Agent *Model*
- 11 **github evaluation** Agent *Model*
- 12 **leetcode evaluation** Agent *Model*
- 13 **linkedin evaluation** Agent *Model*
- 14 **Fetch JotForm Data** Http Request *Service*
- 15 **Merge All Evaluations** Merge *Logic*
- 16 **Filter Required Fields** Code *Logic*
- 17 **Format Final Output** Code *Logic*
- 18 **Extract Usernames from Fields** Code *Logic*
- 19 **Merge** Merge *Logic*
- 20 **Append Candidate Data to Google Sheet** Google Sheets *Service*
- 21 **Validate GitHub Username** If *Logic*
- 22 **Validate Leetcode Username** If *Logic*
- 23 **Validate LinkedIn Username** If *Logic*
- 24 **Convert Pdf to Text(return text file link)** PDFco Api *Service*
- 25 **Scrape GitHub Data** Http Request *Service*
- 26 **No Operation, do nothing1** No Op *Logic*
- 27 **Scrape LeetCode Stats** Http Request *Service*
- 28 **No Operation, do nothing2** No Op *Logic*
- 29 **Scrape LinkedIn Data** Http Request *Service*
- 30 **Scrape LinkedIn Post Data** Http Request *Service*
- 31 **No Operation, do nothing** No Op *Logic*
- 32 **Get Resume Text data** Http Request *Service*
- 33 **Format Github Data** Code *Logic*
- 34 **Format LeetCode Data** Code *Logic*
- 35 **Format LinkedIn Result** Code *Logic*
- 36 **Format LinkedIn Result1** Code *Logic*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 36, with 3 branches
- **Size:** Large: read it before trusting it with anything live
- **Connects to:** Google Sheets
- **Model:** OpenRouter

## Questions

What does it need to run?

An n8n account, plus your own Google Sheets account, and a key for OpenRouter. 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 OpenRouter. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 36 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 36 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%2Ftalentflow-ai-instantly-evaluate-applicant-s-github-linkedin)
- **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.

[Google Sheets](https://millionrounds.com/workflows?service=Google+Sheets#library)

## Workflows like it

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

- [**Automate job searching & resume customization with LinkedIn** 35 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/automate-job-searching-and-resume-customization-with-linkedi)
- [**Save time hiring with OpenAI and Google Drive** 40 steps · calls a model · Email, Google Drive](https://millionrounds.com/workflow/save-time-hiring-with-openai-and-google-drive)
- [**AI resume screening with OpenAI and Drive** 29 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/ai-resume-screening-with-openai-and-drive)
- [**Automate job search & applications with OpenRouter and Apify** 29 steps · calls a model · Apify, Gmail](https://millionrounds.com/workflow/automate-job-search-and-applications-with-openrouter-and-api)
- [**AI-powered recruitment system for resume screening & outreach** 25 steps · calls a model · Gmail, Google Calendar](https://millionrounds.com/workflow/ai-powered-recruitment-system-for-resume-screening-and-outre)
- [**Automate job search & resume matching with LinkedIn and Gemini** 25 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/automate-job-search-and-resume-matching-with-linkedin-and-ge)