AI Job Search Agent: Optimize Your Career Hunt

AI Job Search Agent: Optimize Your Career Hunt

The AI Job Search Agent assists in optimizing job search processes by utilizing users' existing resumes and specified job criteria to conduct online searches for targeted job roles. This skill checks the status of applications, verifies sources, removes duplicates, and compares potential job opportunities. It is designed to update job listings and facilitate the job search but does not automatically submit resumes or modify applications.

What this skill does

• Extracts role, qualifications, field, skills, and constraints from the user's existing resume to form a detailed search brief.
• Distinguishes between mandatory requirements and user preferences without inferring current requirements from past job locations or salaries.
• Constructs job queries using target roles, synonyms, locations, and core skills, while transmitting only necessary abstract information.
• Verifies job postings primarily through company official pages or recruiting systems, with secondary references from recruitment platforms if required.
• Records job details, search time, and clear dates displayed on pages to determine the status as 'open', 'closed', or 'unknown'.
• Identifies and avoids duplicate entries using standardized links and specific job information.
• Pre-screens against hard constraints and sorts by explainable match reasons, retaining evidence gaps for prioritized roles.
• Outputs a search brief and shortlists jobs along with verified status, reasoning for matches, and key missing information.

Who it is for

This skill is designed for developers and teams using AI coding agents such as Claude Code, Cursor, and Codex who wish to enhance their job searching strategies through automated, online role investigation and validation.

Use cases

• Identifying and listing new job opportunities aligning with specified preferences.
• Keeping a current list of job roles relevant to user-defined criteria without manual effort.
• Verifying the status and authenticity of job openings before consideration.

Technical details

The agent uses AI-based skills and applications interfacing with platforms Claude Code, Cursor, and Codex to conduct and verify web-based job searches. Users must comply with the target site's terms, and the skill does not bypass site authentication or CAPTCHA systems.

Source & Licence

This package is built on open-source work published by chenzhiyong1994 (chenzhiyong1994/career-os) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.