Career Ops

AI-driven job search pipeline that scores roles, tailors CVs, and tracks applications

PlatformWebfreeglobal

Career Ops is an open-source, Claude Code-powered job search pipeline that scores job listings against a candidate's experience, generates tailored ATS-ready CVs, scans hiring portals, and tracks every application in one structured workflow. It is free and open source.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Career Ops - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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