AI-Powered CV Tailoring: Perfect Resumes for Any Job

AI-Powered CV Tailoring: Tailor Your Resume for Any Job

This AI-powered skill assists in crafting a well-suited, one-page resume in Harvard format based on a specified job or program application. By analyzing the details of the posting and the individual's existing materials, it creates a customized and structured CV tailored to meet the specific requirements of the application.

What this skill does

• Analyzes the target job or program posting via a URL, screenshot, or pasted text.
• Collects and organizes the individual's relevant materials from conversation history, Obsidian vaults, markdown notes, existing resumes, or public repositories.
• Generates a tailored resume profile that aligns with the application's demands.
• Constructs a one-page Harvard-format PDF resume from the tailored profile.
• Evaluates the completed resume against a predefined rubric to ensure it is appropriate and ready for submission, or provides feedback if adjustments are necessary.

Who it is for

• Developers and technical professionals using AI coding agents such as Claude Code, Cursor, and Codex.
• Individuals seeking to enhance the relevance and appeal of their resumes for specific job or program applications.
• Teams looking to provide support in resume preparation for team members applying for fellowships, hackathons, or new roles.

Use cases

• Adapting a CV for a job posting on platforms like Greenhouse, Lever, or Workday.
• Creating a tailored resume for hackathon participation or program applications.
• Automatically generating an application-specific resume for tech industry roles.

Technical details

• Compatible with AI coding agents such as Claude Code, Cursor, and Codex.
• Utilizes the cvfit capability alongside agent-skills and aiapplication tools.
• Operates by fetching and organizing publicly available job posting data whilst ensuring compliance with terms and conditions of data usage.

Source & Licence

This package is built on open-source work published by MartinPuli (MartinPuli/cvfit) 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.