MongoDB Aggregation Pipeline Builder

소개

This skill empowers Claude to design, debug, and optimize MongoDB aggregation pipelines, transforming raw documents into meaningful insights. It provides deep expertise in pipeline stages like $match, $group, and $lookup, while ensuring high performance through indexing best practices and efficient stage ordering. Whether you are generating complex sales reports, building multi-faceted search filters, or deconstructing nested arrays, this skill provides the structural patterns and logical guidance needed for production-grade NoSQL data processing in both Node.js and Python environments.

주요 기능

• Advanced pipeline stage generation ($match, $group, $lookup, $facet)
• 0 GitHub stars
• Complex data transformation and document restructuring logic
• Multi-language support for Node.js (Mongoose) and Python (PyMongo)
• Performance-optimized stage ordering and indexing recommendations
• Real-world pattern implementation for reports, analytics, and joins

사용 사례

• Implementing relational-style joins and data enrichment using $lookup and $unwind
• Generating complex sales or user activity reports with multi-stage groupings
• Designing faceted search systems for e-commerce or directory applications