career-ops

What it does

Turns an agent CLI into a job-search command centre: it scans Greenhouse, Ashby, Lever and company pages with Playwright, reasons about your CV against each description rather than matching keywords, scores the fit across five weighted dimensions with a separate legitimacy check, and generates a tailored ATS-aware PDF per listing — all tracked in one place. Explicitly a filter, not a spray-and-pray tool: the system discourages applying below 4.0/5. Early scores are admittedly rough until you teach it your priorities. MIT.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals

Before you start

• Setup difficultySome setup needed
• Command lineRequired
• API keyRequired
• Sends data onlineYes

Judged automatically from the project's own metadata. Always confirm on the official page.

career-ops FAQ

Is career-ops free?

career-ops itself is free, but it needs an API key for an external AI service. That service charges separately, though some have a free tier.

Do I need to install anything or write code to use career-ops?

It needs the command line. If you are not comfortable typing commands, expect to get stuck during setup.

Does career-ops work on a phone?

No. It needs a computer.

Can I use career-ops commercially?

The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.

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