{"product_id":"ai-powered-fit-check-optimize-job-match-with-gemini","title":"AI-Powered Fit-Check: Optimize Job Match with Gemini","description":"\u003ch3\u003eAI-Powered Fit-Check: Optimize Job Match with Gemini\u003c\/h3\u003e\n\n\u003cp\u003eThis AI agent skill allows users to evaluate the compatibility of a job posting against their resume using the Gemini platform. It automatically fetches a complete job description and provides a comprehensive assessment including a score, highlighted strengths, identified gaps, and a recommendation based on the match quality.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eInitiates job fit analysis based on user input phrases like \"fit-check \u003curl\u003e\" or \"is this a good fit \u003curl\u003e\".\u003c\/url\u003e\u003c\/url\u003e\n\u003c\/li\u003e\n    \u003cli\u003eExtracts the job URL from the user's message.\u003c\/li\u003e\n    \u003cli\u003eOptionally processes the job title and company if specified by the user.\u003c\/li\u003e\n    \u003cli\u003eExecutes the fit check using a Python script from a predefined directory.\u003c\/li\u003e\n    \u003cli\u003ePresents the analysis results to the user, including a recommendation if the fit score is weak or moderate.\u003c\/li\u003e\n    \u003cli\u003eHandles job descriptions retrieved from supported URLs including WTTJ, BuiltIn, and LinkedIn guest API, with alternative mechanisms if data retrieval is incomplete.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed for developers and technical teams who leverage AI code agents such as Claude Code, Cursor, or Codex to enhance their recruitment processes and job application strategies.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eA job seeker uses the skill to determine if a recent job posting aligns with their current skills and resume.\u003c\/li\u003e\n    \u003cli\u003eRecruiters can efficiently narrow down potential candidates by running fit-checks against numerous job descriptions using the tool.\u003c\/li\u003e\n    \u003cli\u003eTechnical career advisors guide clients on application strategies based on fit-check results.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eThe fit-check analysis is executed via a Python script (`fit_check.py`) from a designated directory.\u003c\/li\u003e\n    \u003cli\u003eUtilizes the `fit_scorer.py` module located within the same directory.\u003c\/li\u003e\n    \u003cli\u003eConfiguration requires `FIT_SCORE_ENABLED` to be set as true within the `config.py` file.\u003c\/li\u003e\n    \u003cli\u003eDesigned to assess publicly available information only, and users must comply with the target site's terms.\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\u003eMahashwetha\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/Mahashwetha\/Job-search-email-system-claude\" rel=\"nofollow noopener\" target=\"_blank\"\u003eMahashwetha\/Job-search-email-system-claude\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":52870566215991,"sku":"MCP-MAHASHWETHA-JOB-SEARCH-EMAIL-SYSTEM-CLAUDE-FIT-CHECK","price":24.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/YbRa3qUNqq-TrRcquezeY_3da4f6fa86e34f2b8e9e7463f19c8651.jpg?v=1787220174","url":"https:\/\/mcpcart.com\/products\/ai-powered-fit-check-optimize-job-match-with-gemini","provider":"SPF PRO","version":"1.0","type":"link"}