Build a ChatBI MVP: AI Skills for Claude, Cursor & Codex

Revolutionize Your BI Development with ChatBI MVP AI Skills for Claude, Cursor & Codex

Unlock 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.

What This Skill Does

• Natural Language to SQL Conversion: 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.
• Semantic to Physical SQL Translation: 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.
• Multi-Turn Dialogue Support: Keep conversational context across multiple user interactions, offering seamless user experiences.
• Data Retrieval with RAG: Utilizes Trie and Embedding recall mechanisms to identify and retrieve schema elements relevant to user queries.
• Data Visualization and Insights: Execute SQL commands to display interactive charts complemented by AI-driven insights, facilitating data-driven decision-making.
• Intelligent Data Attribution: Offers functions like YoY summaries and drill-down recommendations to provide nuanced data perspectives.

Use Cases

• Developers: Create a prototype of an interactive ChatBI system capable of handling complex NLP queries and providing AI-enhanced analytics.
• Data Analysts: Translate common business questions into advanced data visualizations without complicated SQL coding.
• AI Teams: Add conversational BI capabilities to existing AI frameworks like Claude Code, Cursor, and Codex for enhanced analytical functions.

Technical Details

• Frontend: Built with React to deliver responsive and interactive user interfaces.
• Backend: Utilizes Python with FastAPI for robust and efficient API management.
• Architecture: Language-agnostic design inspired by SuperSonic's architecture, supporting diverse implementation needs.

Enhance 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.

Source & Licence

This package is built on open-source work published by yugef3h (yugef3h/leo-skills) 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.