I Built an AI Career Agent Architecture (+ Free Prompt That Plans Your Job Search in 2 Minutes)

The Problem

Most people search for jobs like it's 2015: scroll listings, send the same resume everywhere, hope for the best. Meanwhile, AI can do 80% of this work better and faster.

What I Built

A free prompt that creates a personalized job search strategy. And an architecture for an AI agent that automates the entire pipeline.

The Prompt (no code needed)

Copy it, paste into ChatGPT or Claude, fill in your profile. In 2 minutes you get:

• 3-5 target roles with fit scores (0-10)
• Specific platforms to search
• Copy-paste outreach templates
• Employer portrait (what they actually value)
• 5 actions to do today

The Agent Architecture (for builders)

Three modules in a pipeline:

1. Scraper — Parses Telegram, LinkedIn, job boards every 6 hours
2. Matcher — LLM scores each opportunity on 5 criteria (Relevance, Urgency, Compensation, Culture Fit, Growth). Threshold: 7/10
3. Outreach — Generates personalized message, sends to Telegram with action buttons

Stack: Python + Claude API + Telethon + SQLite + Docker

Try It

Free prompt + full architecture: sborka.work/ai-agent/en/

No sign-up. No paywall. Just copy and use.

Built as part of СБОРКА, a career discipline club. We help people land offers in 30-60 days through structured systems, not hope.

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If you build on this architecture, I'd love to hear about it. Drop a comment or reach out.