Free tool · Open source (MIT)
Should you apply? Score the fit in seconds.
Paste a job description and your CV. The checker scores the role out of 30 on six criteria, flags scams, maps the keywords and tells you PASS, CONDITIONAL PASS or FAIL before you spend an hour on an application.
Runs in your browserNothing is uploadedFree forever
Try the fit score
Paste the job, get a decision
Each criterion scores 0 to 5, total out of 30. The checker suggests scores from the text. You can drag any slider to correct it.
Runs in your browser. Nothing you paste is uploaded or stored.
The method
From job link to application pack
The checker runs step 3 in your browser. The full prompt runs every step in Claude. Select a stage to see what happens there.
What you get on a pass
A company folder with everything you need to apply
Run the full prompt in Claude with your CV and the job link. Anything it cannot confirm is marked [CONFIRM] for you.
Decision, score and reasons
Must-haves mapped to your CV
Role, news and hiring reviews
Single column, ATS friendly
What moved, changed and why
Only when the job asks for one
Screening questions, drafted
Contact, date and a connection note
Free download
The full prompt, free to use
Paste it into Claude, attach your master CV and give it a job link. It verifies the company, scores the fit, and on a pass builds the tailored CV, cover letter and answers.
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Open source
Use it, change it, share it
The Job Fit Checker and the prompt are released under the MIT licence. Copy the page, adapt the scoring for your team, or build it into your own careers tools. Credit is appreciated, not required beyond the licence notice.
Read the MIT licencePrompt sourceChecker sourceView on GitHub
Want a human on it?
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See career servicesScores are a guide built from the text you paste, not a hiring decision. Always verify the company and the posting yourself.