Career-Ops on Claude

Career-Ops on Claude is a career tool. Open source AI job search agent built on Claude Code. Scores each job offer, tailors an ATS ready CV, and drafts responses while leaving the final application decision to the user. Free for candidates.

Career-Ops is an open source, multi-agent job search assistant that runs on Claude Code. It treats a job hunt like a pipeline: each listing is scored on a 1 to 5 scale before the user decides whether to apply, a CV in PDF is tailored for applicant tracking systems for that specific role, and a draft response is written. The agent never submits an application on the user's behalf. The creator built it for a personal search and reports 740 listings evaluated, 68 applications sent, 12 interviews and 1 offer. The tool is aimed at candidates who are running a serious, high volume search and want a consistent filter in front of every posting. Instead of reading each job ad and rewriting a CV by hand, the user feeds listings into the agent, gets a score and a rationale, and only then reviews the adapted CV and cover response. Because everything runs through Claude Code, the workflow is conversational and file based: the agent uses web search to gather context, a batch architecture to process many offers, and human in the loop checkpoints before anything is sent. The project is open source and the public output is a portfolio and case study: 77.4K stars and 14.3K forks are cited on the creator's site, alongside press coverage in WIRED Greece and Business Insider. A companion maintainer agent handles pull requests, issues and releases, and a Discord community with more than 5,000 members supports users. There is no hosted dashboard described on the site, so the practical experience is closer to running a local agent than subscribing to a SaaS product. That places it alongside general purpose AI writing tools and resume builders, but with a narrower scope: job discovery, scoring and application drafting, with the decision left to the candidate.