Career-Ops is an AI-powered job search system that evaluates job offers, generates tailored CVs, and manages job applications efficiently.
Source: README View on GitHub →Career-Ops is gaining attention due to its innovative use of AI to streamline the job search process, addressing the pain points of manual application tracking and the need for personalized CVs. Its unique technical choice of integrating Claude Code and Playwright for automated job portal scanning and CV generation stands out.
Source: Synthesis of README and project traitsCareer-Ops uses Claude Code to evaluate job offers with a structured A-F scoring system, considering 10 weighted dimensions, and provides a recommendation based on the score.
Source: READMEThe system generates ATS-optimized CVs with keyword-injected content and a specific design to ensure they pass through Applicant Tracking Systems (ATS).
Source: READMECareer-Ops can scan job portals like Greenhouse, Ashby, Lever, and Wellfound, as well as custom company pages, to find new job offers.
Source: READMEThe system supports batch processing of multiple job offers in parallel, using sub-agents to evaluate them simultaneously.
Source: READMEA terminal UI allows users to browse, filter, and sort their job application pipeline, providing a comprehensive overview of their job search progress.
Source: READMEThe architecture of Career-Ops suggests a modular design with Claude Code as the central AI component, integrated with Playwright for web automation. The system uses a combination of command-line interfaces and a terminal UI for user interaction. Data flow is managed through a structured pipeline that includes CV parsing, offer evaluation, and PDF generation.
Source: Code tree + dependency filesinfra: Not enough information. | key_deps: @google/generative-ai, dotenv, js-yaml, playwright | language: JavaScript | framework: Claude Code, Playwright
Source: Dependency files + code treeCareer-Ops is suitable for job seekers looking to automate and streamline their job search process. It is useful for those who want personalized CVs and efficient evaluation of job offers. The system can be particularly beneficial for professionals in tech and AI-related fields.
Source: READMEv1.6.0 (2026-04-26): Added Gemini CLI native integration and evaluation features.
Source: GitHub ReleasesCareer-Ops is a promising project for job seekers aiming to leverage AI to enhance their job search efficiency. Its integration of Claude Code and Playwright showcases innovative use of AI in the job search domain. It is particularly suitable for tech professionals who value automation and personalization in their job search process.