Career Ops

Open-source AI job search: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tailor your CV, track applications — runs l…

LLM Mart
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Career Ops screenshot

Career Ops is an open-source AI job search system that runs locally on a user's machine inside any AI coding CLI. It evaluates job listings against a user's CV using a five-dimension rubric with a holistic 1-5 score. The system generates ATS-optimized PDF resumes tailored per role and drafts answers to open-ended application questions on Greenhouse, Ashby, and Lever forms.

Career Ops scans 150+ company portals without using API tokens. The software is MIT-licensed and free forever, with the only cost being the AI coding CLI the user already pays for. The tool grows through community pull requests from people running real job searches.

Summary drafted from the project's own website. Every sentence is backed by text on that page and was reviewed before publishing.

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