Job hunting

career-ops: Job Posting Scores and Customized Resumes

Translated

This is a job-hunting tool that helps you rate how well your resume matches each job posting when you're overwhelmed by the number of openings and don't know where to start.

3-Line Summary

1) It compares your resume to job postings, rates it on a scale of 1 to 5, and creates a customized resume for you. 2) Just run the installation command once, then paste the job posting link into your usual AI tool. 3) It’s great for selecting job postings to apply to. The creator evaluated 740 postings and applied to 68 of them.

Image source: README in the career-ops-hq/career-ops repository

At a Glance

• 79,680 stars (as of November 3, 2026) • Languages used: JavaScript 90.3% (a language used for the web and programming), TypeScript 5.6% (a language that adds type checking to JavaScript) • License: MIT (a license that allows free use and modification) • Korean: A Korean README and Korean mode are available https://github.com/career-ops-hq/career-ops

How to Use It

1) Install Node.js 22.13 or later from https://nodejs.org. 2) Run the following command in the terminal: npx @santifer/career-ops init This command downloads the latest version to the career-ops folder and installs the necessary components. 3) In that folder, open an AI tool like Claude or Codex and paste the job posting link or text after "/career-ops." For Korean job postings, first say, "Use the Korean mode under 'modes/ko.'"

Popular Comments

GitHub Issue · 6 Reactions · liam-ng · September 2026 "I reviewed 634 job postings, applied to 101 of them, and was accepted by my top-choice company. Thanks to Career-ops, I was able to prepare for more than 80% of the questions that actually came up in my interviews." (Translation) https://github.com/career-ops-hq/career-ops/issues/4229

Points to Note

Claude Code requires a paid subscription or API credits, and your resume and job posting will be sent to the AI provider you select. The score is an AI estimate, so please read and verify it yourself before submitting your resume.

This post was organized with the help of AI.

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