Automated resume tailoring with Telegram Bot, LinkedIn & OpenRouter AI

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

This n8n workflow lets you effortlessly tailor your resume for any job using Telegram and LinkedIn. Simply send a LinkedIn job URL or paste a job description to the Telegram bot, and the workflow w...

Best for

HR automation workflows
Multimodal AI automation workflows
advanced n8n builders looking for reusable templates

Tools used

@n8n/n8n-nodes-langchain.lmchatopenrouter, n8n-nodes-base.telegram, @n8n/n8n-nodes-langchain.chainllm, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.set, n8n-nodes-base.httprequest, n8n-nodes-base.if, n8n-nodes-base.code

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Daniel Iliesh.

Original n8n.io source

1.1 Workflow description

Title: Automated resume tailoring with Telegram Bot, LinkedIn & OpenRouter AI
Workflow name: Automated resume tailoring with Telegram Bot, LinkedIn & OpenRouter AI

Extract the job information (using optional proxy if needed)

Fetch your resume in JSON Resume format (hosted on GitHub Gist or elsewhere)

Use an OpenRouter-powered LLM agent to automatically adapt your resume to match the job requirements

Generate both HTML and PDF versions of your tailored resume

Return the PDF file and shareable download links directly in Telegram

The workflow is open-source and designed with privacy in mind. You can host the backend yourself to keep your data entirely under your control. It requires a Telegram Bot, a public JSON Resume, and an OpenRouter account. Proxy support is available for LinkedIn scraping.

Perfect for anyone looking to quickly customize their resume for multiple roles with minimal manual effort!

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - OpenRouter Chat Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenRouter - lmChatOpenRouter
Config choices: Version 1

Block 2 - Send a document

Type / Role: n8n-nodes-base.telegram - telegram
Config choices: Version 1.2

Block 3 - GetTailoredJsonResume

Type / Role: @n8n/n8n-nodes-langchain.chainLlm - chainLlm
Config choices: Version 1.7

Block 4 - EnsureJsonResumeSchema

Type / Role: @n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices: Version 1.3

Block 5 - SetJsonResume

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 6 - GenerateResume

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.3

Block 7 - GetResumePdf

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 8 - SetFinalFields

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 9 - IsLinkedinUrl

Type / Role: n8n-nodes-base.if - if
Config choices: Version 2.2

Block 10 - SetJobLink

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 11 - MapJob

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 12 - GetJobHTML

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 13 - ParseJobHTML

Type / Role: n8n-nodes-base.html - html
Config choices: Version 1.2

Block 14 - GetJsonResume

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 15 - SetAllFields

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 16 - OnTelegramMessage

Type / Role: n8n-nodes-base.telegramTrigger - telegramTrigger
Config choices: Version 1.2

Block 17 - Sticky Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 18 - Sticky Note1

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 19 - Sticky Note2

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 20 - Sticky Note3

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 21 - Sticky Note4

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 22 - Sticky Note5

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 23 - Sticky Note6

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

3. Summary Table

Workflow	Automated resume tailoring with Telegram Bot, LinkedIn & OpenRouter AI
Complexity	advanced
Nodes	23
Categories	HR, Multimodal AI
Author	Daniel Iliesh
Published	08 Nov 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/10635/10635.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
4. Test with sample data

Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
5. Activate and monitor

Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Download workflow JSON Original n8n.io source HR workflows Multimodal AI workflows

Frequently asked questions

What does Automated resume tailoring with Telegram Bot, LinkedIn & OpenRouter AI do?

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your HR, Multimodal AI use case.

Daniel Iliesh

1 workflow

Nodes

@n8n/n8n-nodes-langchain.lmchatopenrouter n8n-nodes-base.telegram @n8n/n8n-nodes-langchain.chainllm @n8n/n8n-nodes-langchain.outputparserstructured n8n-nodes-base.set n8n-nodes-base.httprequest n8n-nodes-base.if n8n-nodes-base.code

Complexity

advanced

Published 08 Nov 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/10635/10635.json

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Automated resume tailoring with Telegram Bot, LinkedIn & OpenRouter AI

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - OpenRouter Chat Model

Block 2 - Send a document

Block 3 - GetTailoredJsonResume

Block 4 - EnsureJsonResumeSchema

Block 5 - SetJsonResume

Block 6 - GenerateResume

Block 7 - GetResumePdf

Block 8 - SetFinalFields

Block 9 - IsLinkedinUrl

Block 10 - SetJobLink

Block 11 - MapJob

Block 12 - GetJobHTML

Block 13 - ParseJobHTML

Block 14 - GetJsonResume

Block 15 - SetAllFields

Block 16 - OnTelegramMessage

Block 17 - Sticky Note

Block 18 - Sticky Note1

Block 19 - Sticky Note2

Block 20 - Sticky Note3

Block 21 - Sticky Note4

Block 22 - Sticky Note5

Block 23 - Sticky Note6

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions