{"product_id":"build-a-chatbi-mvp-ai-skills-for-claude-cursor-codex","title":"Build a ChatBI MVP: AI Skills for Claude, Cursor \u0026 Codex","description":"\u003ch3\u003eRevolutionize Your BI Development with ChatBI MVP AI Skills for Claude, Cursor \u0026amp; Codex\u003c\/h3\u003e\n\n\u003cp\u003eUnlock the potential of conversational Business Intelligence (ChatBI) with our specialized AI skill package for Claude, Cursor, and Codex. Transform natural language queries into actionable insights seamlessly and efficiently. Whether you are building a ChatBI MVP from scratch or need a robust architectural guide, our skill set is crafted to empower your development process with precision and ease.\u003c\/p\u003e\n\n\u003ch3\u003eWhat This Skill Does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNatural Language to SQL Conversion:\u003c\/strong\u003e Users ask questions in natural language, such as \"What are the view counts for the last 7 days by category?\" The system intelligently maps terms to business metrics like \"views\" and dimensions such as \"category\" or dates.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSemantic to Physical SQL Translation:\u003c\/strong\u003e Leveraging the power of LLMs, generate semantic SQL (S2SQL) using business terms. Our deterministic Translator then converts this to actionable physical SQL commands, ensuring the LLM never directly accesses table or column names.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eMulti-Turn Dialogue Support:\u003c\/strong\u003e Keep conversational context across multiple user interactions, offering seamless user experiences.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eData Retrieval with RAG:\u003c\/strong\u003e Utilizes Trie and Embedding recall mechanisms to identify and retrieve schema elements relevant to user queries.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eData Visualization and Insights:\u003c\/strong\u003e Execute SQL commands to display interactive charts complemented by AI-driven insights, facilitating data-driven decision-making.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIntelligent Data Attribution:\u003c\/strong\u003e Offers functions like YoY summaries and drill-down recommendations to provide nuanced data perspectives.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse Cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDevelopers:\u003c\/strong\u003e Create a prototype of an interactive ChatBI system capable of handling complex NLP queries and providing AI-enhanced analytics.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eData Analysts:\u003c\/strong\u003e Translate common business questions into advanced data visualizations without complicated SQL coding.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAI Teams:\u003c\/strong\u003e Add conversational BI capabilities to existing AI frameworks like Claude Code, Cursor, and Codex for enhanced analytical functions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical Details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFrontend:\u003c\/strong\u003e Built with React to deliver responsive and interactive user interfaces.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eBackend:\u003c\/strong\u003e Utilizes Python with FastAPI for robust and efficient API management.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eArchitecture:\u003c\/strong\u003e Language-agnostic design inspired by SuperSonic's architecture, supporting diverse implementation needs.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eEnhance your development strategy with these tailored AI skills, designed for seamless integration into Claude, Cursor, and Codex environments. Elevate your BI capabilities and drive your projects forward with confidence.\u003c\/p\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\u003eyugef3h\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/yugef3h\/leo-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003eyugef3h\/leo-skills\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":52771693068599,"sku":"MCP-YUGEF3H-LEO-SKILLS-CHATBI-MVP","price":32.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/gPOaGqQ2SJ8Usi3w9cDA2_a6b98c32b6f947a7821adad24e140d99.jpg?v=1785593178","url":"https:\/\/mcpcart.com\/products\/build-a-chatbi-mvp-ai-skills-for-claude-cursor-codex","provider":"SPF PRO","version":"1.0","type":"link"}