Show HN: Agent scans 130 careers pages nightly, scores jobs vs. your resume (github.com)

A new open-source AI job agent has been launched, capable of scanning over 130 company careers pages nightly to identify job listings that match users' resumes. Utilizing a large language model (LLM), the tool scores job roles against the candidate's qualifications and sends the top matches via Telegram. Additionally, it drafts tailored resumes and cover letters on demand, although it does not apply automatically, ensuring user review and approval. The tool operates entirely on the user's local machine, prioritizing privacy and offering a cost-free alternative to traditional job application methods. This development is significant for the AI/ML community as it streamlines the job hunt process by employing LLM capabilities to provide personalized job recommendations, based on a detailed understanding of one’s work history rather than just keywords. The user-friendly CLI interface offers two modes of operation—standalone or through Claude Code integration—enhancing accessibility for users with varying technical skills. This innovative approach not only saves time but also optimizes the job application strategy, allowing candidates to make informed decisions based on personalized fit scores ranging from 0 to 100.