career-ops-agent

An autonomous job search pipeline that scrapes job listings, scores them against your resume using the Claude API, and delivers ranked daily digests via Telegram — orchestrated with Apache Airflow on Docker.

How It Works

Tier 2 (manual, on-demand): For roles you want to pursue after reading the digest, run /career-ops {url} in Claude Code inside the career-ops/ directory to get a full evaluation report, ATS-optimized resume PDF, and cover letter draft.

Tech Stack

• Orchestration: Apache Airflow 2.9.1
• Containerization: Docker + Docker Compose
• Scraping: Apify (LinkedIn Jobs + Indeed scrapers)
• Scoring: Anthropic Claude API (claude-haiku — batch scoring)
• Notification: Telegram Bot API
• Deep Evaluation: career-ops (Claude Code slash commands)
• Language: Python 3.11

Prerequisites

• Windows 11 with WSL2 enabled
• Docker Desktop (WSL2 backend)
• Anthropic API key — console.anthropic.com
• Apify account + API token — apify.com
• Telegram Bot token + chat ID — create via @BotFather

Setup

3. Add your resume

Place your resume as career-ops/cv.md in markdown format.

4. Configure your profile

Edit career-ops/config/profile.yml with your target roles, skills, and compensation preferences.

5. Configure portals (optional)

Edit career-ops/portals.yml to customize which companies career-ops scans for Tier 2 deep evaluations.

6. Configure the agent

Edit agent/config/agent_config.yml to set: