Build a German job search automation assistant with Claude Skill

This solution builds a Claude Agent Skill tailored for job hunting in Germany. It supports bilingual job searches in Chinese and English, salary checks against Blue Card standards, generation of German-style resumes (Lebenslauf) and cover letters, and mock interviews. Tested by two real job seekers, it effectively filters out hidden requirements and improves matching accuracy.

Reddit r/ClaudeAI/u/yesildaladam

Claude CodeClaude DesktopBundesagentur für ArbeitDaily Berlin JobsArbeitnowPython

Added 2026-10-31 · originally published 2026-10-25

Steps

1Set up a Claude Code or Claude Desktop environment and ensure you have access to its plugin marketplace or command-line tools.
2Install the Berlin Job Search plugin by running `/plugin marketplace add umutyesildal/berlin-job-search` or executing `npx skills add umutyesildal/berlin-job-search`.
3Use the `/jobs` command to search for and generate a shortlisted selection of positions based on German and English titles.
4Use the `/evaluate` command to check original German language requirements, compare annual salaries against the 2026 Blue Card salary threshold, flag temporary staffing agency roles, and score your personal resume on a 1-5 fit scale.
5Use the `/apply` command for copywriting and a 9-point checklist review, and render/output a German-style resume (Lebenslauf/Anschreiben) or an English CV as a PDF.
6Use the `/interview` command to conduct a German or English mock interview and receive scored feedback, or use `/track` and `/report` to follow up on subsequent progress and local Kanban boards.

Ideas for Chinese platforms

This approach can be adapted for operating niche job hunting or study-abroad communities on Xiaohongshu or WeChat Official Accounts. By configuring an agent to automatically scrape and translate job postings for specific regions, check salary standards, and generate properly formatted resumes, you can build an automated side-hustle consulting service.

Copy-ready prompt

Please help me evaluate the match between the following job opening and my resume. Job details: [Paste job ad here]; My resume: [Paste your resume content here]. Please check if the salary meets Blue Card standards, identify any hidden language requirements, and provide a fit score (1-5).

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#AI Agent#Claude#Job Search Automation#Overseas Job Hunting

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Summarized by AI from the original source - refer to the original post for details. Copyright belongs to the original author.

Steps

Ideas for Chinese platforms

Related use cases