SkillBridge is an AI-powered resume analysis and learning guidance bot that helps job seekers understand why their resume fails ATS screening and what to fix or learn next, without guessing.
It focuses on clarity over hype: What you have → What’s missing → What to improve → What to learn next
Most resumes don’t fail because candidates lack skills. They fail because resumes don’t align with job descriptions or how ATS (Applicant Tracking Systems) evaluate them.
Common problems faced by candidates:
- Not knowing which skills are missing
- Getting filtered out by ATS without feedback
- Randomly learning skills without direction
- Resume tools that overpromise or fabricate experience
SkillBridge solves this by providing realistic, ATS-aware, and actionable guidance.
- Analyzes a resume against a target job role
- Identifies only essential skill gaps (no noise)
- Estimates a realistic ATS score (calibrated, not inflated)
- Suggests ATS-friendly resume improvements without fabricating experience
- Recommends long-form YouTube learning resources to close skill gaps
No hype. No fake scores. Just clarity.
- User interacts with the bot on Telegram
- Bot detects intent (casual vs career-related)
- Resume is uploaded (PDF only)
- Resume text is extracted
- Skills are identified from the resume
- Required skills are generated for the target role
- Skill gap and ATS score are calculated
- Resume improvement suggestions are generated
- Learning resources are fetched via search
- Results are delivered back to the user
- Telegram Bot → User interface
- n8n → Workflow orchestration and routing
- Local LLaMA 3.2 → Reasoning, analysis, and content generation
- Perplexity Search API → Real YouTube learning resources
All logic is handled inside n8n workflows.
📹 Demo video: https://github.com/OMI-KALIX/Skill-Bridge-AI-Resume-Analysis-Learning-Guidance-Bot/raw/refs/heads/main/assets/SkillBridge.mp4
- n8n – Automation and workflow orchestration
- Local LLaMA 3.2 – AI reasoning and text generation
- Perplexity Search API – Search-based learning resources
- Telegram Bot API – User interaction layer
- PDF parsing – Resume text extraction
SkillBridge/
│
├── workflows/
│ └── skillbridge-n8n-workflow.json
│
├── prompts/
│ ├── intent-detection.txt
│ ├── resume-improvement-prompt.txt
│ └── Job-Requirements-Generator.txt
│
├── assets/
│ ├── demo.mp4
│ └── bot-demo.png
│
└── README.md
Bot Link:
https://t.me/CareerLens_bot
This bot is running on a locally self-hosted n8n setup (not a VPS). Since it relies on HTTP tunneling, the bot may not always be online.
If you try the bot and it’s inactive, please notify me on LinkedIn, and I’ll bring it online.
- This tool does not make hiring decisions
- ATS score is an estimate, not a guarantee
- Resume suggestions do not fabricate experience
- Learning resources are recommendations, not endorsements
- Current stage: Early / MVP version
- Focus: Functionality, correctness, and clarity
This is a personal build-in-public project. Feedback, suggestions, and improvements are welcome.
If you tested the bot or have feedback:
- Reach out via LinkedIn
- Open an issue in this repository
Built to solve a real problem faced during job applications — and shared to help others facing the same challenge.
SkillBridge — stop guessing, start fixing.