sqlite-pattern-learner

What problem does it solve?

This Skill helps you optimize SQLite database queries by leveraging historical data and proven patterns. Instead of reinventing solutions or struggling with manual optimization, you can get intelligent recommendations based on similar use cases, saving time and improving performance.

Core Features & Use Cases

• Pattern Recommendations: Get suggestions for optimal query approaches based on your domain and description, with confidence scores.
• Semantic Search: Find similar database patterns using natural language, helping you discover relevant solutions.
• Usage Statistics: Access aggregate and per-pattern statistics on usage, success rates, and performance metrics.
• Pattern Recording: Record new successful query patterns and their performance data for future reuse and community contribution.
• Use Case: When building a new analytics dashboard, use this skill to find proven patterns for "real-time customer lifetime value with cohort analysis" in the "ecommerce" domain, ensuring you start with an optimized approach.

Quick Start

Use the sqlite-pattern-learner skill to get recommendations for optimizing a 'real-time customer analytics dashboard with streaming data' in the 'analytics' domain, with a minimum confidence of 0.75.