Resume Tailor
Adapts your resume to a specific job posting without stretching the truth
by Param Choudhary
career-ops
by santiferPluginGet organised
Scores job posts against your CV, then drafts a tailored CV and cover letter
The problem it solves
You have spent another evening rewriting your CV for a job, and you are not even sure you fit the role or that it is still open.
For Job seekersCareer changersPeople applying to many roles
- Before
- You read every posting, guess at the fit and rewrite your CV and cover letter by hand for each one.
- After
- You paste a job; it checks the posting, scores the fit from 1 to 5, and drafts a tailored CV and cover letter for the roles worth it.
- Stars
- ★ 79k
- License
- MIT
- Cost
- Free
- For
- Claude Code
- Contents
- Includes scripts
Screenshots
From the project's own repository · 2 images, swipe or use the arrows.
Overview
career-ops is an open-source job search assistant that runs inside Claude Code or the Code tab of the Claude desktop app. You paste a job link or description; it checks the posting is still open, scores the fit against your CV from 1 to 5 and drafts a tailored CV as a PDF, a cover letter and interview prep. It never submits an application or sends a message, and it saves your files in a folder on your computer. It suits job seekers who want to apply to fewer, better-matched roles.
It tells you when to skip a job as well as how to apply, and it saves every application and draft in a folder on your own computer.
Try these first
Start with the first one: it is a small task you can check easily.
- Evaluate this job posting against my CV, without making a PDF: [paste job link or text]First try · evaluation only
- Make a tailored CV PDF for the last job you evaluated.writes files
- Draft a cover letter for this role and show it to me before making the PDF: [paste job link]
- Show my application tracker and list the roles I should follow up on this week.
Example prompts written by Agent Flows Hub.
What you get
From the creator's documentation.
| Output | What it is | Reads |
|---|---|---|
| Fit score | An A to H report on a posting with a 1 to 5 score; it advises against applying below 4.0 | What you paste |
| Posting check | Checks whether a posting is still live and flags possible reposts | Job sites |
| Tailored CV | An ATS-readable CV PDF built from your own experience for each job | Your computer |
| Cover letter | A cover letter draft you approve in chat before it becomes a PDF | Your computer |
| Interview prep | Company research, story bank and practice questions for a role | Your AI provider |
| Tracker | Every application and report saved in a folder on your computer | Your computer |
Good to know
Decide whether a job posting is worth an evening before you apply. career-ops checks the posting, scores it against your CV and, for a good fit, drafts a tailored CV and cover letter for you to read and send yourself.
Limits
- As a plugin it runs only in Claude Code and the desktop app's Code tab, not in Chat or Cowork. The first start installs its Node packages.
- It rewrites your CV from your own facts, and the project asks you to read every CV before sending it; it never submits forms or sends email.
Notes by Agent Flows Hub (original project name: career-ops), written from the creator's documentation, not from running it ourselves. career-ops README: features, install and usage · career-ops as a Claude plugin
Stuck setting it up?
Tell us what happened. We take a look first; if it needs paid work, you get an estimate before anything starts.
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