{"product_id":"ai-job-fit-analyzer-tailor-your-cv-for-perfect-role-match","title":"AI Job Fit Analyzer: Tailor Your CV for Perfect Role Match","description":"\u003ch3\u003eAI Job Fit Analyzer: Tailor Your CV for Perfect Role Match\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Job Fit Analyzer skill is designed to evaluate a CV against a job posting to determine alignment and identify areas for improvement. It calculates two metrics: how much of the job posting requirements are evidenced in the candidate's profile and how effectively these are presented in the CV. This distinction helps users enhance their document presentation without altering the foundational profile evidence.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eScores a CV against a job posting based on evidenced capabilities and document presentation.\u003c\/li\u003e\n    \u003cli\u003eProvides measurable metrics before and after CV tailoring.\u003c\/li\u003e\n    \u003cli\u003eDistinguishes between evidence buried in the profile and what is presented upfront in the CV.\u003c\/li\u003e\n    \u003cli\u003eDetects and warns against mere parroting of job requirements.\u003c\/li\u003e\n    \u003cli\u003eIdentifies non-checkable requirements and the profile gaps for user consideration.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is developed for software developers, career coaches, recruiters, and any professionals or teams using AI coding agents like Claude Code, Cursor, or Codex to streamline job application processes.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eIndividuals intending to tailor their CVs to better match specific job postings.\u003c\/li\u003e\n    \u003cli\u003eCareer coaches assisting clients in optimising their job applications.\u003c\/li\u003e\n    \u003cli\u003eRecruiters analyzing the fit of an applicant’s CV with a posted job description.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eExecuted via a command line interface, using Python scripts `fit.py` for before and after tailoring analysis.\u003c\/li\u003e\n    \u003cli\u003eWorks with agent-skills, aiapplication, and jobhunt-fit capabilities within compatible AI coding agents.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003emohamedaminehamdi\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/mohamedaminehamdi\/job-hunter\" rel=\"nofollow noopener\" target=\"_blank\"\u003emohamedaminehamdi\/job-hunter\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53073381818679,"sku":"MCP-MOHAMEDAMINEHAMDI-JOB-HUNTER-JOBHUNT-FIT","price":22.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/glDfieUOhS2wNkqbEKkTm_a6023d9af8cc40febab2aaad5a45eb96.jpg?v=1790766794","url":"https:\/\/mcpcart.com\/products\/ai-job-fit-analyzer-tailor-your-cv-for-perfect-role-match","provider":"SPF PRO","version":"1.0","type":"link"}